{"id":"W4413553177","doi":"10.64628/aap.kgwvxkhrc","title":"Pandémie et inondations ne font pas bon ménage : comment relever ce double défi","year":2020,"lang":"fr","type":"preprint","venue":"","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Chicoutimi; Université du Québec à Rimouski; Institut National de la Recherche Scientifique; McGill University; Université de Sherbrooke; Université du Québec à Montréal","funders":"","keywords":"Humanities; Art","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":[0.008980144,0.00122268,0.001665824,0.001329184,0.00520214,0.006321438,0.002910549,0.02215042,0.01462005],"category_scores_gemma":[0.04352874,0.0004509986,0.001137673,0.001302315,0.0155435,0.01525993,0.003786679,0.01949545,0.003856615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004393268,"about_ca_system_score_gemma":0.003576251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01717309,"about_ca_topic_score_gemma":0.01981531,"domain_scores_codex":[0.9903088,0.003862597,0.0006537465,0.001917478,0.002437905,0.0008193955],"domain_scores_gemma":[0.9730101,0.01821679,0.001236757,0.002039403,0.00451826,0.0009788347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002154697,0.00004822953,0.001925636,0.0002966138,0.00007374618,0.001029283,0.006106327,0.0001508727,0.0003818417,0.5245052,0.4288853,0.03638147],"study_design_scores_gemma":[0.00007697375,0.00003911867,0.003280283,0.0003924044,0.00004605228,0.002931299,0.006298531,0.0004859966,0.0006855971,0.137568,0.8480885,0.0001072857],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005374305,0.01500166,0.002917348,0.9238323,0.01697699,0.00001119567,0.0001323553,0.00007585898,0.03567794],"genre_scores_gemma":[0.3131842,0.01734429,0.005042582,0.4707983,0.06271677,0.0001824066,0.0002410407,0.0006189503,0.1298715],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02215042,"threshold_uncertainty_score":0.04890901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1342271635472606,"score_gpt":0.3183268027069339,"score_spread":0.1840996391596733,"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."}}