{"id":"W4403859389","doi":"10.1130/abs/2024am-400187","title":"SPATIAL ASSESSMENT OF THE RISK OF CONSUMPTION OF CONTAMINATED DRINKING WATER DURING FLOODING IN SOUTHERN QUEBEC","year":2024,"lang":"en","type":"article","venue":"Abstracts with programs - Geological Society of America","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Flooding (psychology); Contamination; Water consumption; Environmental science; Water resource management; Risk assessment; Consumption (sociology); Computer science; Computer security","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002742203,0.0002303828,0.0002163018,0.00152184,0.0009909137,0.0007750054,0.0006804224,0.0004108323,0.001880766],"category_scores_gemma":[0.0009847868,0.0001781637,0.0003935039,0.002538518,0.0004525861,0.0002211263,0.0005299794,0.0002249923,0.0001603582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01107577,"about_ca_system_score_gemma":0.006072158,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9903262,"about_ca_topic_score_gemma":0.9926848,"domain_scores_codex":[0.9997912,0.00003880134,0.00001062609,0.00003933652,0.00004869424,0.0000713233],"domain_scores_gemma":[0.9989145,0.000192888,0.0001873661,0.00003824476,0.0005279204,0.000139158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001629051,0.00004452292,0.9845584,0.00002755694,0.0001163885,0.0002099932,0.0005800357,0.004966104,0.001149539,0.0001793755,0.0009826582,0.007022521],"study_design_scores_gemma":[0.000006349876,0.00001843409,0.9939123,0.00001128351,0.00001636459,0.00002169501,0.0007923758,0.004608884,0.00006971817,0.00001682613,0.0005171842,0.000008554509],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959677,0.0001037606,0.000192169,0.00009154839,0.000002817942,0.00002569337,0.00213922,0.00001994361,0.001457168],"genre_scores_gemma":[0.9984413,0.00005094298,0.0001548272,0.000009868442,0.000001298038,0.000009947301,0.0006248922,0.000002056718,0.0007048472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01107577,"threshold_uncertainty_score":0.08036077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01042380937201927,"score_gpt":0.2290015788882447,"score_spread":0.2185777695162254,"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."}}