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The dataset generation failed
Error code:   DatasetGenerationError
Exception:    TypeError
Message:      Couldn't cast array of type
struct<consulted_urls: list<item: string>, direction: null, forecast: double, id: string, reasoning: string, resolution_date: string, searches: list<item: string>, source: string, user_id: string>
to
{'direction': Value(dtype='null', id=None), 'forecast': Value(dtype='float64', id=None), 'id': Value(dtype='string', id=None), 'reasoning': Value(dtype='string', id=None), 'resolution_date': Value(dtype='string', id=None), 'source': Value(dtype='string', id=None), 'user_id': Value(dtype='string', id=None)}
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1870, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 622, in write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2292, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2245, in cast_table_to_schema
                  arrays = [
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2246, in <listcomp>
                  cast_array_to_feature(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1795, in wrapper
                  return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks])
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1795, in <listcomp>
                  return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks])
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2108, in cast_array_to_feature
                  raise TypeError(f"Couldn't cast array of type\n{_short_str(array.type)}\nto\n{_short_str(feature)}")
              TypeError: Couldn't cast array of type
              struct<consulted_urls: list<item: string>, direction: null, forecast: double, id: string, reasoning: string, resolution_date: string, searches: list<item: string>, source: string, user_id: string>
              to
              {'direction': Value(dtype='null', id=None), 'forecast': Value(dtype='float64', id=None), 'id': Value(dtype='string', id=None), 'reasoning': Value(dtype='string', id=None), 'resolution_date': Value(dtype='string', id=None), 'source': Value(dtype='string', id=None), 'user_id': Value(dtype='string', id=None)}
              
              The above exception was the direct cause of the following exception:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1438, in compute_config_parquet_and_info_response
                  parquet_operations = convert_to_parquet(builder)
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1050, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 924, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1000, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1741, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1897, in _prepare_split_single
                  raise DatasetGenerationError("An error occurred while generating the dataset") from e
              datasets.exceptions.DatasetGenerationError: An error occurred while generating the dataset

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organization
string
model
string
question_set
string
forecast_due_date
string
forecasts
dict
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.8, "id": "TPkEjiNb1wVCIGFnPcDD", "reasoning": "Temperature continues to rise YOY", "resolution_date": null, "source": "manifold", "user_id": "PnBEoonCrb" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.75, "id": "TPkEjiNb1wVCIGFnPcDD", "reasoning": null, "resolution_date": null, "source": "manifold", "user_id": "PiIgce1WZv" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.8, "id": "TPkEjiNb1wVCIGFnPcDD", "reasoning": "Guess ", "resolution_date": null, "source": "manifold", "user_id": "Pg4x84spDg" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.35000000000000003, "id": "TPkEjiNb1wVCIGFnPcDD", "reasoning": "No", "resolution_date": null, "source": "manifold", "user_id": "PaGFOBQToE" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.75, "id": "TPkEjiNb1wVCIGFnPcDD", "reasoning": "const tendence ", "resolution_date": null, "source": "manifold", "user_id": "PayAz1KT3U" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 1, "id": "TPkEjiNb1wVCIGFnPcDD", "reasoning": null, "resolution_date": null, "source": "manifold", "user_id": "PW0VYLvqR2" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.8, "id": "TPkEjiNb1wVCIGFnPcDD", "reasoning": "Current Context: 2023 is on track to be the hottest year on record, setting a high baseline for 2024.\nClimate Trends: Global temperatures have been rising steadily due to climate change. Each successive year has often been warmer than the previous.\nRecent Data: Early 2024 trends and climate models suggest continuing upward temperature trends, influenced by ongoing El Niño conditions and other warming factors.\nHistorical Patterns: Historical data shows a pattern of increasing temperatures, with each year often exceeding the previous one in recent decades.\nConclusion: Given the current trend and the pattern of rising global temperatures, there is an 80% chance that the average global temperature in 2024 will exceed that of 2023.", "resolution_date": null, "source": "manifold", "user_id": "PkW1un7R0b" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.85, "id": "TPkEjiNb1wVCIGFnPcDD", "reasoning": "I asked different AI sites to check it for me. The values were around 75-90%, so my final guess is 85 (kind of calculating the mean value)", "resolution_date": null, "source": "manifold", "user_id": "P0cqhfbNUQ" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.7000000000000001, "id": "TPkEjiNb1wVCIGFnPcDD", "reasoning": "Current Trends:\n\n2023 is trending to be one of the hottest years on record, reflecting an ongoing trend of increasing global temperatures. This suggests that the baseline for comparison is already high.\n\nLong-Term Climate Patterns:\n\nGlobal temperatures have been rising over the past few decades due to climate change. This trend is influenced by factors such as increased greenhouse gas emissions, changes in land use, and natural climate variability.\n\nClimate Models and Projections:\n\nClimate models project that global temperatures will continue to rise, albeit at varying rates depending on greenhouse gas emissions and other factors. If 2023 is among the hottest years on record, models suggest a higher likelihood of continued warming in subsequent years.\n\nEl Niño and Other Climate Events:\n\nThe presence of El Niño, which is expected to be strong in 2024, could further increase global temperatures. El Niño events typically lead to warmer global temperatures due to changes in oceanic and atmospheric conditions.\n\nHistorical Data:\n\nHistorical data indicates that years following exceptionally hot years often continue to experience above-average temperatures. This is due to the cumulative effects of ongoing climate change and natural variability.\n\nRecent Observations:\n\nEarly data for 2024, including seasonal temperature anomalies, suggests that temperatures are likely to remain high. While exact projections are subject to variability, the overall trend supports a continuation of warming.\n\nStep-by-Step Process\n\nReview Historical Temperature Data:\n\nAnalyze historical global temperature data to understand patterns of temperature changes following record hot years.\nEvaluate how frequently subsequent years have exceeded previous record highs.\n\nConsult Climate Models and Projections:\n\nUse climate models to project future temperature trends based on current conditions and expected climate drivers.\nReview forecasts from organizations such as NOAA, NASA, and the IPCC.\n\nAnalyze El Niño Impact:\n\nAssess the anticipated impact of El Niño on global temperatures for 2024.\nConsider how strong El Niño events correlate with temperature increases.\n\nConsider Recent Observations:\n\nReview recent global temperature data and trends for early indicators of 2024’s temperature patterns.\nFactor in any significant climate events or anomalies that could impact the outcome.", "resolution_date": null, "source": "manifold", "user_id": "PXY1sApIuu" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.7000000000000001, "id": "TPkEjiNb1wVCIGFnPcDD", "reasoning": "yes if not by big margin then it will be slightly so", "resolution_date": null, "source": "manifold", "user_id": "PabsMfnQ9v" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.6000000000000001, "id": "TPkEjiNb1wVCIGFnPcDD", "reasoning": "Yearly averages are increasing over time, but fluctuations happen.", "resolution_date": null, "source": "manifold", "user_id": "PXN0L1zQMG" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.8, "id": "TPkEjiNb1wVCIGFnPcDD", "reasoning": "After studying the graph and how the temperature keeps\nIncreasing every now and then ", "resolution_date": null, "source": "manifold", "user_id": "PnAHpqGDzg" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.8, "id": "TPkEjiNb1wVCIGFnPcDD", "reasoning": "Practically, record after record is being broken, so I believe that it will grow as much as possible and more records will be broken. This is what great scientists and charts say\n\n", "resolution_date": null, "source": "manifold", "user_id": "PCWLA5zLdD" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 1, "id": "TPkEjiNb1wVCIGFnPcDD", "reasoning": "I searched on google \"\" Will the average global temperature in 2024 exceed 2023?\"\" and the first article gave me the answer", "resolution_date": null, "source": "manifold", "user_id": "PBHJ50jxgb" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.75, "id": "TPkEjiNb1wVCIGFnPcDD", "reasoning": "climate change", "resolution_date": null, "source": "manifold", "user_id": "PD5I4DAKtj" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 1, "id": "TPkEjiNb1wVCIGFnPcDD", "reasoning": "Temperatures are only going up", "resolution_date": null, "source": "manifold", "user_id": "PqnrDTs28Y" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.78, "id": "TPkEjiNb1wVCIGFnPcDD", "reasoning": "The years have been getting hotter on average and have been reaching higher peaks what could mean that this year will be no different", "resolution_date": null, "source": "manifold", "user_id": "PIFDQJ1BDZ" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 1, "id": "TPkEjiNb1wVCIGFnPcDD", "reasoning": "As much as the world is still trying to minimize the GHGs emissions, the emissions are still taking place and the damage caused by this gasses is not getting reversed it is still in action and at the moment the 2024 is warmer.", "resolution_date": null, "source": "manifold", "user_id": "PC3oBR5RMx" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.9, "id": "TPkEjiNb1wVCIGFnPcDD", "reasoning": "Due to global warming temperatures increase over time so I believe the average temperature will increase as well.", "resolution_date": null, "source": "manifold", "user_id": "PuKW1mfh9O" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.76, "id": "TPkEjiNb1wVCIGFnPcDD", "reasoning": "Based off other forecasts, there is a possibility that 2024 will be hotter than 2023", "resolution_date": null, "source": "manifold", "user_id": "P9U2aRtEPb" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.9500000000000001, "id": "TPkEjiNb1wVCIGFnPcDD", "reasoning": "Global warming is real and, even if little by little, the average temperature is getting higher", "resolution_date": null, "source": "manifold", "user_id": "PSjCMieLoN" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.8, "id": "TPkEjiNb1wVCIGFnPcDD", "reasoning": "Review historical temperature trends to understand the likelihood of consecutive years setting new temperature records. Assess the current year (2023) and its temperature trends. Utilize climate models and forecasts to predict global temperatures for 2024. Consider potential external factors that might influence global temperatures in 2024.", "resolution_date": null, "source": "manifold", "user_id": "Pl4MtIACIk" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.75, "id": "TPkEjiNb1wVCIGFnPcDD", "reasoning": "I used the information given to me and the information from the URL", "resolution_date": null, "source": "manifold", "user_id": "PfzjHT9UiB" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.8, "id": "TPkEjiNb1wVCIGFnPcDD", "reasoning": "global warming, heat wave in India", "resolution_date": null, "source": "manifold", "user_id": "PJiwi3veDG" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.85, "id": "TPkEjiNb1wVCIGFnPcDD", "reasoning": "Yes it probably will. Based on the data, it's basically increasing every year", "resolution_date": null, "source": "manifold", "user_id": "PHsg990BT4" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.8, "id": "TPkEjiNb1wVCIGFnPcDD", "reasoning": "Global warming has been getting more intense, the temperatures have been rising therefore i predict it will keep getting worse the 20% remaining are the hopes that we can somehow fix the environment abit by being more sustainable.", "resolution_date": null, "source": "manifold", "user_id": "P93XQxcVC1" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.75, "id": "TPkEjiNb1wVCIGFnPcDD", "reasoning": "yes history shows that its possible for it to exceed 2023 temperature", "resolution_date": null, "source": "manifold", "user_id": "P4MQPb8boD" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.8, "id": "TPkEjiNb1wVCIGFnPcDD", "reasoning": "Climate change will increase the temperature and half of the year is already recorded", "resolution_date": null, "source": "manifold", "user_id": "PJxMgQLXeA" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.65, "id": "TPkEjiNb1wVCIGFnPcDD", "reasoning": null, "resolution_date": null, "source": "manifold", "user_id": "PrwH2RnbOq" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.75, "id": "TPkEjiNb1wVCIGFnPcDD", "reasoning": "Given the historical data, the influence of the current El Niño, and the scientific consensus on the continuing warming trend, the probability that the average global temperature in 2024 will exceed that of 2023 appears to be high. This is consistent with the market sentiment.\n\nBased on these considerations, a probability of 75% is reasonable. This reflects a strong likelihood, aligned with both scientific expectations and current market predictions, that 2024 will be warmer than 2023.", "resolution_date": null, "source": "manifold", "user_id": "P2WRVdYBQO" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 1, "id": "TPkEjiNb1wVCIGFnPcDD", "reasoning": "yes the temperature will get hotter", "resolution_date": null, "source": "manifold", "user_id": "P6CWceYfcO" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 1, "id": "TPkEjiNb1wVCIGFnPcDD", "reasoning": "The past few years have each been the hottest year on record.", "resolution_date": null, "source": "manifold", "user_id": "Pab6XRq4eQ" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 1, "id": "TPkEjiNb1wVCIGFnPcDD", "reasoning": "It is as sure as tommorows sunrise", "resolution_date": null, "source": "manifold", "user_id": "Piutrt4JEq" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.8, "id": "TPkEjiNb1wVCIGFnPcDD", "reasoning": "Reduction in sulfate shipping emissions causing significant warming.", "resolution_date": null, "source": "manifold", "user_id": "Pk2cK8tGsz" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.8, "id": "TPkEjiNb1wVCIGFnPcDD", "reasoning": "As average global temperatures are increasing I believe there is a high chance of 2024 exceeding 2023.", "resolution_date": null, "source": "manifold", "user_id": "ParZdtQhSK" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.8, "id": "TPkEjiNb1wVCIGFnPcDD", "reasoning": "Zeke estimates a 95% chance of 2024 being warmest year ", "resolution_date": null, "source": "manifold", "user_id": "PVupgFT65b" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.9500000000000001, "id": "TPkEjiNb1wVCIGFnPcDD", "reasoning": "Absolutely, global warming is an out of control problem that we cannot really handle.", "resolution_date": null, "source": "manifold", "user_id": "P0ljpFQFe6" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.75, "id": "TPkEjiNb1wVCIGFnPcDD", "reasoning": "while the temperatures in 2023 were recorded as the highest, the information we know of climate change suggests that the tempertures in 2024 could be slightly higher", "resolution_date": null, "source": "manifold", "user_id": "PwZMfXVtkT" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.76, "id": "TPkEjiNb1wVCIGFnPcDD", "reasoning": "“WMO is sounding the alarm that we will be exceeding the 1.5°C level on a temporary basis with increasing frequency. We have already temporarily surpassed this level for individual months and indeed as averaged over the most recent 12-month period,” said WMO Deputy Secretary-General Ko Barrett", "resolution_date": null, "source": "manifold", "user_id": "PpGBqajWR5" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.7566, "id": "TPkEjiNb1wVCIGFnPcDD", "reasoning": "based of numbers obtained from the manifold markets website ", "resolution_date": null, "source": "manifold", "user_id": "P8ao0EWe9a" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.8, "id": "TPkEjiNb1wVCIGFnPcDD", "reasoning": "Average global temperature has been increasing yearly, it's very likely to continue to do so.", "resolution_date": null, "source": "manifold", "user_id": "PTvhunsPQl" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.7566, "id": "TPkEjiNb1wVCIGFnPcDD", "reasoning": "This question is an attention check, i presume.", "resolution_date": null, "source": "manifold", "user_id": "PRIJpDdE8F" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.7000000000000001, "id": "TPkEjiNb1wVCIGFnPcDD", "reasoning": "Step 1: I examined the trends in global temperatures over the past few decades, which appeared to be rising due to human-induced climate change.\nStep 2: Analyze the data from climate prediction models which predict a consistent increasingly warm trend.\nstep 3: As of mid-2023, various climate indicators and events such as El Niño could influence the temperatures for 2024. El Niño, for example, tends to increase global temperatures, while La Niña can have a cooling effect.\nWith all this information, I concluded that the probability is between 70-90%.", "resolution_date": null, "source": "manifold", "user_id": "PbHouTf2zK" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.7567, "id": "TPkEjiNb1wVCIGFnPcDD", "reasoning": "Last recorded value: 75.66%", "resolution_date": null, "source": "manifold", "user_id": "PPQgVGYgdO" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.8, "id": "TPkEjiNb1wVCIGFnPcDD", "reasoning": "We already had record start this year so there is decent chance that average global temperature will be higher then record breaking 2023", "resolution_date": null, "source": "manifold", "user_id": "PYbM1yhJbx" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.9, "id": "TPkEjiNb1wVCIGFnPcDD", "reasoning": "The preventive measures against global warming might be full in motion, but they do not reduce the damage already done to our natural defences against radiation. We see a continual increase in temperatures even without confirming it with stats. It already seems very likely that the temperatures this year exceed the average of 2023.", "resolution_date": null, "source": "manifold", "user_id": "P1mt2ufUsK" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.8, "id": "TPkEjiNb1wVCIGFnPcDD", "reasoning": "The average global temperature in 2024 is expected to be higher than in 2023 due to ongoing trends related to climate change. According to recent data and climate models, the Earth has been experiencing a general warming trend, driven by increased greenhouse gas emissions and other factors.", "resolution_date": null, "source": "manifold", "user_id": "PUSEdZ8ecA" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.75, "id": "TPkEjiNb1wVCIGFnPcDD", "reasoning": "The data says 75%", "resolution_date": null, "source": "manifold", "user_id": "P9f7HXZvRU" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.9, "id": "TPkEjiNb1wVCIGFnPcDD", "reasoning": "I went throught the internet and UN reports, also as a climate change student I am aware of the warming.", "resolution_date": null, "source": "manifold", "user_id": "PzC4E37cgY" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.8, "id": "TPkEjiNb1wVCIGFnPcDD", "reasoning": "This is solely based on personal experience, but due to climate change, each year seems so be warmer and colder than the previous one, so based on that temperature in 2024 will overall exceed the temperatures of 2023", "resolution_date": null, "source": "manifold", "user_id": "P1wFVkRAcw" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.75, "id": "TPkEjiNb1wVCIGFnPcDD", "reasoning": "The topic of global warming is buzzing, and \"\"Data so far for 2024 shows record-breaking temperatures. For example, June 2024 was the warmest June on record according to NOAA [National Oceanic and Atmospheric Administration (.gov)].\"\"", "resolution_date": null, "source": "manifold", "user_id": "PA13ZUhxYm" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.8, "id": "TPkEjiNb1wVCIGFnPcDD", "reasoning": "Apart from manifold, the data agrees. There's the chance of a very cold autumn, but I think it's unlikely.", "resolution_date": null, "source": "manifold", "user_id": "PejmlbjBtB" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 1, "id": "KCFbp1TH0RYN4j5zYdmh", "reasoning": "The paris mayor swam in the seine to prove it is safe, but high levels of e coli are still present and i believe the olympic committee will be more cautious.", "resolution_date": null, "source": "manifold", "user_id": "PbZAVaBSo6" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.5, "id": "KCFbp1TH0RYN4j5zYdmh", "reasoning": "It's an increase and maybe an decrease ", "resolution_date": null, "source": "manifold", "user_id": "PFKcpXzkIR" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.2, "id": "KCFbp1TH0RYN4j5zYdmh", "reasoning": "The Olympic committee typically wants to ensure a fair competition, if the water causes an issue it is unsafe and can cause unfair advantages/disadvantages for the competitors. The water quality appears to be trending in a better direction, and Paris likely wants to ensure it is ready in time as to not have issues with competition (and to not lose money)", "resolution_date": null, "source": "manifold", "user_id": "P2cY7Jk18R" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.55, "id": "KCFbp1TH0RYN4j5zYdmh", "reasoning": "Best guess", "resolution_date": null, "source": "manifold", "user_id": "PFXe6kW9Yt" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.4, "id": "KCFbp1TH0RYN4j5zYdmh", "reasoning": "Chance for that isn't that high for me", "resolution_date": null, "source": "manifold", "user_id": "PayAz1KT3U" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.65, "id": "KCFbp1TH0RYN4j5zYdmh", "reasoning": "My guess considers ongoing concerns about water quality and riots taking place because of that, historical precedents and current market sentiment.", "resolution_date": null, "source": "manifold", "user_id": "P3MtAVWlMk" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.36, "id": "KCFbp1TH0RYN4j5zYdmh", "reasoning": "i clicked on this link https://manifold.markets/Pob/will-any-event-of-the-paris-2024-ol and found that the chance was 36%", "resolution_date": null, "source": "manifold", "user_id": "PuK49cX1tx" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 1, "id": "KCFbp1TH0RYN4j5zYdmh", "reasoning": "[redacted to maintain anonymity]", "resolution_date": null, "source": "manifold", "user_id": "P0PyN8Npd5" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.25, "id": "KCFbp1TH0RYN4j5zYdmh", "reasoning": "I recently saw a news article about the mayor of Paris swimming in the Seine. That makes it probable to me the events will take in the Seine ", "resolution_date": null, "source": "manifold", "user_id": "Pj400dfYDw" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.7000000000000001, "id": "KCFbp1TH0RYN4j5zYdmh", "reasoning": "The Seine River has historically faced issues with water pollution. Recent events, such as the scrapping of Seine River events and pollution affecting the triathlon, highlight ongoing concerns about the river's water quality. While Paris has promised to clean up the Seine ahead of the Olympics, achieving significant improvements in water quality in a short time frame is challenging. Official concerns from various organizations about the feasibility of holding events in the Seine due to water quality have been publicly documented. Also, the market value is 64,59 so i think it will be close to it.", "resolution_date": null, "source": "manifold", "user_id": "P5NpQqFt6v" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.99, "id": "KCFbp1TH0RYN4j5zYdmh", "reasoning": "that water has been polluted for years, specially these past years that global warming has been worse, they have been trying to clean that water but that's something that would take years, you just have to see the color of the water", "resolution_date": null, "source": "manifold", "user_id": "PcRacgiFwq" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.30000000000000004, "id": "KCFbp1TH0RYN4j5zYdmh", "reasoning": "Historical Water Quality Issues: The Seine River has experienced pollution issues in the past. Efforts to improve water quality are underway, but the effectiveness and timeliness of these measures are crucial.\n\nOrganizational Preparedness: The Paris 2024 organizing committee's ability to address water quality concerns and implement contingency plans (like moving events) plays a significant role.\n\nPublic and Media Scrutiny: High media coverage and public pressure could influence decisions regarding postponement or relocation of events.\n\nPrecedents and Actions: Previous instances where water quality impacted events and how similar issues were handled can provide insights.", "resolution_date": null, "source": "manifold", "user_id": "PGdP3kNEvS" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.5, "id": "KCFbp1TH0RYN4j5zYdmh", "reasoning": "according to recent cbc articles, \"\"the water has tested unsafe for humans in recent weeks, though cleaner on other days.\"\" it's unclear whether short term effort to clean the water or maintain water quality will last through the olympics", "resolution_date": null, "source": "manifold", "user_id": "P8OWCDEVSm" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.1, "id": "KCFbp1TH0RYN4j5zYdmh", "reasoning": "It's most likely that it won't happen. I’m reading that the Seine has been dramatically cleaned and is ready for the games", "resolution_date": null, "source": "manifold", "user_id": "POHpWhNxIN" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.65, "id": "KCFbp1TH0RYN4j5zYdmh", "reasoning": "Since concerns of the Seine River water quality intensified there is a significant possibility that some events may be postponed or relocated due to water quality issues despite the contingency plan. The current value of 64.59% reflects a high level of uncertainty regarding this situation. It is rather reasonable to conclude that there is a strong likelihood that at least one event will be affected by water quality issues, leading to postponements or cancellations.", "resolution_date": null, "source": "manifold", "user_id": "PD8oa7trzK" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0, "id": "KCFbp1TH0RYN4j5zYdmh", "reasoning": "No, weather is always good on olympic games.", "resolution_date": null, "source": "manifold", "user_id": "P9RtHBFzky" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.6000000000000001, "id": "KCFbp1TH0RYN4j5zYdmh", "reasoning": "based on that the seine river was polluted and 1st action in that case was to postpone", "resolution_date": null, "source": "manifold", "user_id": "PlFGmw28Wd" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.5, "id": "KCFbp1TH0RYN4j5zYdmh", "reasoning": "improve water on the river", "resolution_date": null, "source": "manifold", "user_id": "PK0r1WWz9X" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.30000000000000004, "id": "KCFbp1TH0RYN4j5zYdmh", "reasoning": "people are talking but it seems like they sent in the right people to say that the water is fine so that everything can move forward", "resolution_date": null, "source": "manifold", "user_id": "PZjcrvKBXP" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.45, "id": "KCFbp1TH0RYN4j5zYdmh", "reasoning": "the numbers spiked and then declined sharply, suggesting that there has been a cleanup of the river and that it should now be safe to host the events. - research has confirmed this as the mayor of paris was seen swimming in the seine two days ago.", "resolution_date": null, "source": "manifold", "user_id": "PJ9L3JDzed" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.5, "id": "KCFbp1TH0RYN4j5zYdmh", "reasoning": "It is a very weather-dependent decision, under normal weather conditions the water is considered acceptable, with a lot of rain the risk of unacceptable pollution increases", "resolution_date": null, "source": "manifold", "user_id": "PO1blutZps" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.1, "id": "KCFbp1TH0RYN4j5zYdmh", "reasoning": "I looked at the condition mention and looked at what previously happened where I found out that it was canceled last year And now I looked and the progress of the preparation they are shoving that they will not be postponed ", "resolution_date": null, "source": "manifold", "user_id": "PZ7J8kEao2" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.7000000000000001, "id": "KCFbp1TH0RYN4j5zYdmh", "reasoning": "Understand past issues with the Seine's water quality and its impact on events. Evaluate recent news and developments related to the Seine's water quality and its impact on the Olympics. The last recorded value in the market is 64.59%. There have been recent articles and reports discussing ongoing pollution issues and the Paris Olympics' plans to address them.", "resolution_date": null, "source": "manifold", "user_id": "Pl4MtIACIk" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.8, "id": "KCFbp1TH0RYN4j5zYdmh", "reasoning": "Pollution is one of the biggest environmental threats and not fixed the Olympic Games will be postponed ", "resolution_date": null, "source": "manifold", "user_id": "PdD5CFkHA3" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.9, "id": "KCFbp1TH0RYN4j5zYdmh", "reasoning": "the graph is deteriorating currently there is a 39% chance that it might get cancelled or postponed", "resolution_date": null, "source": "manifold", "user_id": "PomKpW4Vu6" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.85, "id": "KCFbp1TH0RYN4j5zYdmh", "reasoning": "From the boycotts i have been seeing on social media and the efforts at which people are trying to stop the Seine from being clean, I do not believe it will be completely clean by the time of the Olympics ", "resolution_date": null, "source": "manifold", "user_id": "PfzjHT9UiB" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.75, "id": "KCFbp1TH0RYN4j5zYdmh", "reasoning": "although the tests of the water are coming back negative, france cant risk the negative news caused by any of the athletes being sick. they even chose an alternative venue", "resolution_date": null, "source": "manifold", "user_id": "PJiwi3veDG" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.65, "id": "KCFbp1TH0RYN4j5zYdmh", "reasoning": "Background Assessment: The Paris 2024 Olympics plans to use the Seine River for some events, such as the triathlon. Recent reports have highlighted concerns about the water quality of the Seine, with pollution issues affecting previous events. This has raised doubts about whether the river will be suitable for Olympic events.\n\nCurrent Market Value: The market value of 64.59% indicates that a significant portion of participants in the prediction market believe there is a substantial chance that events will be postponed or relocated due to water quality issues.\n\nHistorical Context and Risk Mitigation: Given the high profile of the Olympics, ensuring that events meet safety and environmental standards is critical. If water quality issues persist, it is likely that the organizers would take precautionary measures, such as postponing or moving events, to avoid compromising the athletes' health and the integrity of the games.\n\nEvent Management and Planning: The Olympics have a history of adapting to unexpected challenges. If water quality issues were to remain unresolved or worsen, it is reasonable to anticipate that the organizers would consider alternatives to mitigate risks.\n\n", "resolution_date": null, "source": "manifold", "user_id": "PFOVPzQLDN" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.75, "id": "KCFbp1TH0RYN4j5zYdmh", "reasoning": "Warmer temperatures this summer will lead to increasing E.coli levels in the Seine making it very likely that events will be affected.", "resolution_date": null, "source": "manifold", "user_id": "PtnNFXBfeo" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.37, "id": "KCFbp1TH0RYN4j5zYdmh", "reasoning": "there will be a possibilty that the Paris 2024 Olympic Games be postponed or cancelled if water quality is not up to standards but its most likely to go forward", "resolution_date": null, "source": "manifold", "user_id": "P4MQPb8boD" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.5, "id": "KCFbp1TH0RYN4j5zYdmh", "reasoning": "It might be canceled since the water isn't up to standard.", "resolution_date": null, "source": "manifold", "user_id": "Pv0SbFy9oy" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.8, "id": "KCFbp1TH0RYN4j5zYdmh", "reasoning": "Apparently people in Paris have been polluting the Seine because they had heard that President Macron was to be swimming in it. Though I'm not sure how much of this is a hoax, pollution is a major problem especially right now, and another venue might need to be chosen.", "resolution_date": null, "source": "manifold", "user_id": "PxkfIOWddD" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.1, "id": "KCFbp1TH0RYN4j5zYdmh", "reasoning": "They have been doing publicity stunts like the mayor swimming in the water. Plus there were issues with the water in Rio many years ago but I do not recall any delays. The Olympics are a huge financial windfall and money drives everything, even if standards are not entirely met. ", "resolution_date": null, "source": "manifold", "user_id": "PVs0iyERce" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.67, "id": "KCFbp1TH0RYN4j5zYdmh", "reasoning": "Yes", "resolution_date": null, "source": "manifold", "user_id": "PrSyHq85qx" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.35000000000000003, "id": "KCFbp1TH0RYN4j5zYdmh", "reasoning": "I dont know but following the news report and what others are saying", "resolution_date": null, "source": "manifold", "user_id": "Pf2crs56WC" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.7000000000000001, "id": "KCFbp1TH0RYN4j5zYdmh", "reasoning": "The Seine River in Paris has historically faced challenges with water quality due to pollution, which can impact activities like aquatic sports during major events such as the Olympic Games.\nReports and articles suggest that water quality issues have affected events in the past and could potentially lead to changes in venue or cancellation if not adequately addressed.\nThe higher probability assigned to \"\"Yes\"\" reflects the persistent nature of water quality issues in the Seine, as reported in recent news and environmental assessments.\nAdjustments consider the potential for proactive measures by organizers but acknowledge the uncertainty surrounding environmental conditions and their impact on event planning.", "resolution_date": null, "source": "manifold", "user_id": "Ph7nNWF26w" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.5, "id": "KCFbp1TH0RYN4j5zYdmh", "reasoning": "Water quality problems in thje Seine River have causeed the cancellation of some events, like the triathlon. The Paris 2024 committee is trying to clean up the river to meet Olymipic standards. In the past, such prolbmes have led to events being changed or moved. If the cleanup is not successful, the risk will still be present.", "resolution_date": null, "source": "manifold", "user_id": "PyaFaxgkRe" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.65, "id": "KCFbp1TH0RYN4j5zYdmh", "reasoning": "Historical Water Quality Issues: Past events in the Seine have been canceled or postponed due to poor water quality, indicating a recurring problem.\nParis Olympics Promises: Despite promises to clean up the Seine, recent reports show that consistently acceptable water quality is still challenging to achieve.\nCurrent Market Value: The last recorded market value for this prediction is 64.59%, suggesting a high likelihood based on public and expert sentiment.", "resolution_date": null, "source": "manifold", "user_id": "Psp8jNwSFn" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.6000000000000001, "id": "KCFbp1TH0RYN4j5zYdmh", "reasoning": "Based of the reports from Paris's major and region offices, open water events might have to be posted due the water not meeting standards.", "resolution_date": null, "source": "manifold", "user_id": "PqYelVLny0" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0, "id": "KCFbp1TH0RYN4j5zYdmh", "reasoning": "I do not think that they will be canceled or postponed as a few days ago, I saw a news article saying that the water quality is improving. Also, there is too much money on the line to postpone or cancel. ", "resolution_date": null, "source": "manifold", "user_id": "PuR5ZXLYo4" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.37, "id": "KCFbp1TH0RYN4j5zYdmh", "reasoning": "Water is said to clean by some but also unsafe due to ecoli levels which may push for a delay in events", "resolution_date": null, "source": "manifold", "user_id": "PmXHXRAw3l" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.30000000000000004, "id": "KCFbp1TH0RYN4j5zYdmh", "reasoning": "No because the weather is not so bad", "resolution_date": null, "source": "manifold", "user_id": "Pg1Q5L9AdP" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.2, "id": "KCFbp1TH0RYN4j5zYdmh", "reasoning": "This probability is based on potential water quality issues and their impact on outdoor events planned on the Seine. Given the significance of the Seine for the Games and historical challenges with water quality, there is a moderate chance that measures might be taken to ensure safety, which could lead to postponements, cancellations, or venue changes.", "resolution_date": null, "source": "manifold", "user_id": "PcdPcNts71" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.4, "id": "KCFbp1TH0RYN4j5zYdmh", "reasoning": "it is a lot of work to clean the river", "resolution_date": null, "source": "manifold", "user_id": "Pn5aqE6vgS" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.9, "id": "KCFbp1TH0RYN4j5zYdmh", "reasoning": "I firstly took a look at the given url stating the predictions for the event to come true. I saw that it sits at 37%\nThen, I did a google search for the water quality in Seine. I found out that the water was decribed as filthy.\nIn another website, I saw that the water is still failing the water quality tests 1 month before the Paris olympics.\nTherefore, I completely disagree with the forecast given in the url and gave a much higher percentage for 1+ events to be cancelled.\nI gave a 10% chance that none of the events will get cancelled, based on the possibility that there will be more intense efforts to clean up Seine, as the date that the events will start gets closer and closer.", "resolution_date": null, "source": "manifold", "user_id": "PEnKZDHlaD" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.6000000000000001, "id": "KCFbp1TH0RYN4j5zYdmh", "reasoning": "Rationale:\n\n▪︎Understanding the Context: I reviewed the issue with the Seine River's water quality and its impact on the Paris 2024 Olympics. The river has faced pollution problems, which could disrupt events planned along it.\n▪︎Current Market Data: The market value is currently at 64.59%, which shows a significant expectation that some events might be postponed or relocated. This reflects a high level of concern among market participants.\n▪︎Organizational Measures: The Paris 2024 organizing committee has promised to clean up the Seine, but the effectiveness and timing of these efforts are uncertain. There’s a risk that even with cleanup efforts, there could be last-minute complications.\n▪︎Historical Precedents: Events involving water bodies are particularly vulnerable to pollution issues. Historical instances of similar problems suggest that there is a credible risk of postponement or relocation.\n▪︎Probability Estimate: Considering the market value and the potential impact of water quality issues, a 70% probability seems appropriate. This reflects a high likelihood that some events may be affected by water quality concerns.", "resolution_date": null, "source": "manifold", "user_id": "P2oWQI9kAz" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.7000000000000001, "id": "KCFbp1TH0RYN4j5zYdmh", "reasoning": "In 2019, triathlon events in the Seine were canceled due to water pollution, raising concerns about the Olympics. Although organizers promised to clean the river for the Games, pollution concerns persist. With less than 2 years left until the Games, there's a significant risk of water pollution affecting the events. The organizers need to prioritize cleaning the river to avoid potential problems.", "resolution_date": null, "source": "manifold", "user_id": "PTEcebJzss" }
ForecastBench
Public forecasts
2024-07-21-human.json
2024-07-21
{ "direction": null, "forecast": 0.1, "id": "KCFbp1TH0RYN4j5zYdmh", "reasoning": "No based on the presidents comments and what qualify and the money that has been spent for the events, my steps is i went through the media briefing on line about water quality.", "resolution_date": null, "source": "manifold", "user_id": "Peq2DCeLTZ" }
End of preview.

ICLR 2025 arXiv:2409.19839

ForecastBench Datasets

This repository contains the datasets produced by ForecastBench, a forecasting benchmark for LLMs.

More info at https://www.forecastbench.org.

Code available at https://github.com/forecastingresearch/forecastbench.

License

The datasets in this repository are distributed under the CC BY-SA 4.0 license.

Citation

@inproceedings{karger2025forecastbench,
      title={ForecastBench: A Dynamic Benchmark of AI Forecasting Capabilities},
      author={Ezra Karger and Houtan Bastani and Chen Yueh-Han and Zachary Jacobs and Danny Halawi and Fred Zhang and Philip E. Tetlock},
      year={2025},
      booktitle={International Conference on Learning Representations (ICLR)},
      url={https://iclr.cc/virtual/2025/poster/28507}
}
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