{"id":"W7029769758","doi":"","title":"Les inondations au Québec: Risques, aménagement du territoire, impacts socioéconomiques et transformation des vulnérabilités","year":2023,"lang":"fr","type":"article","venue":"Project Muse (Johns Hopkins University)","topic":"Flood Risk Assessment and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Field (mathematics); Context (archaeology); Transformation (genetics); Term (time)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006694143,0.0004550703,0.0002489877,0.001466453,0.003059248,0.002157062,0.0007309688,0.0006780893,0.007461237],"category_scores_gemma":[0.002085841,0.0001649323,0.0003100271,0.003275012,0.001414006,0.0008242925,0.0008453808,0.0009767602,0.0002948863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04076764,"about_ca_system_score_gemma":0.02665881,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9960619,"about_ca_topic_score_gemma":0.9982159,"domain_scores_codex":[0.9994703,0.0001366742,0.00001606619,0.00004038347,0.0001606776,0.0001759122],"domain_scores_gemma":[0.9988218,0.0001856272,0.0001749464,0.00002920689,0.0005397503,0.0002487486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002842916,0.0002426436,0.8107648,0.0002964288,0.0002691153,0.00123949,0.008683586,0.007594515,0.001352649,0.02435412,0.01654858,0.1283698],"study_design_scores_gemma":[0.00001482347,0.00005052785,0.9605801,0.0001830665,0.00006439416,0.0001150273,0.009850414,0.002065935,0.0002761034,0.001268658,0.02548882,0.00004218436],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9331263,0.006436192,0.001512319,0.009208172,0.00008142147,0.00006732892,0.003448756,0.00006994233,0.04604947],"genre_scores_gemma":[0.9747016,0.0021547,0.0007353115,0.0002685594,0.00001573494,0.00003265146,0.0005587157,0.00001435942,0.02151828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04076764,"threshold_uncertainty_score":0.2957913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02881282790822219,"score_gpt":0.255326928208143,"score_spread":0.2265141002999208,"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."}}