{"id":"W2136196779","doi":"10.7202/006875ar","title":"Les inondations de juillet 1996 : une série d’événements stressants","year":2003,"lang":"fr","type":"article","venue":"Service social","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Humanities; Art; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004750323,0.0002151176,0.0002021111,0.00006382246,0.00180507,0.0001761893,0.0005104786,0.0002362211,0.004777214],"category_scores_gemma":[0.00004962631,0.0002451117,0.0001098313,0.001374382,0.0004322617,0.0004165599,0.00010926,0.0002215613,0.0005858192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002243012,"about_ca_system_score_gemma":0.0002696523,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01789983,"about_ca_topic_score_gemma":0.0460895,"domain_scores_codex":[0.9975231,0.0005208828,0.000282682,0.0003446342,0.0005551117,0.000773608],"domain_scores_gemma":[0.9993275,0.00005918707,0.000162501,0.0001606505,0.0001276106,0.0001625415],"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":[0.00001807717,0.000846373,0.02264077,0.0003633909,0.0002385044,0.00003310874,0.1817556,0.00007213219,0.00008295543,0.6499044,0.04775949,0.09628521],"study_design_scores_gemma":[0.0007986428,0.00003477136,0.0396754,0.0001032595,0.0001796748,8.021635e-7,0.1276058,0.00007083919,0.00003233054,0.02009733,0.8109245,0.0004765973],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3314318,0.0005864312,0.00007360781,0.02376308,0.001879563,0.000297182,0.00004702704,0.00006559481,0.6418557],"genre_scores_gemma":[0.9456777,0.0002321185,0.0002525338,0.001839929,0.00069195,0.0000211353,0.00002589164,0.00002294958,0.05123578],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7631651,"threshold_uncertainty_score":0.9995364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04141937918373586,"score_gpt":0.3358250011620085,"score_spread":0.2944056219782726,"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."}}