{"id":"W4301768702","doi":"","title":"Quantifying Flood Probability","year":2010,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Flood Risk Assessment and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Flood myth; Geography; Computer science; Environmental science; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004885512,0.00110287,0.0005825846,0.002380154,0.0003488247,0.001501151,0.0006800211,0.0007266624,0.04653261],"category_scores_gemma":[0.002149833,0.0006530113,0.0009208319,0.001511644,0.0003448073,0.001745099,0.001262874,0.0005523905,0.01159048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003899128,"about_ca_system_score_gemma":0.0003175814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001495856,"about_ca_topic_score_gemma":0.001224486,"domain_scores_codex":[0.9996713,0.00005212009,0.00002388547,0.00007456586,0.0001501576,0.00002802312],"domain_scores_gemma":[0.9995711,0.0001811241,0.00005008149,0.0001052093,0.00007788951,0.00001454746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001760158,0.00007109153,0.01454148,0.001998876,0.000313527,0.0003161412,0.0003590055,0.2575329,0.04170796,0.1135744,0.06645277,0.5029558],"study_design_scores_gemma":[0.00003446573,0.0002011376,0.03805982,0.0004695766,0.0002252991,0.001190583,0.0001926632,0.5081344,0.0989131,0.2106587,0.1416977,0.0002226962],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02428605,0.003003862,0.8727223,0.0003664272,0.0002497208,0.0002244824,0.02340116,0.0103747,0.06537126],"genre_scores_gemma":[0.5715839,0.006584582,0.3295038,0.0001967245,0.0004867461,0.0006824379,0.02756728,0.004856083,0.05853834],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04653261,"threshold_uncertainty_score":0.1556671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02340074989886652,"score_gpt":0.2463681698941986,"score_spread":0.2229674199953321,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}