{"id":"W7037815957","doi":"","title":"Évaluation des outils d'aide à la décision accessibles aux municipalités en matière de gestion des risques","year":2015,"lang":"fr","type":"other","venue":"Knowledge UdeS (Institutional Deposit of the University of Sherbrooke)","topic":"Simulation Techniques and Applications","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Work safety; Public information","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"medium","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002415558,0.0003951769,0.0006008382,0.0005287995,0.0009844924,0.0001013208,0.002037066,0.0007041914,0.001559708],"category_scores_gemma":[0.001333147,0.0003432592,0.0004248648,0.001051929,0.002809806,0.0005726789,0.0007498476,0.0003809991,0.0002061436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002505746,"about_ca_system_score_gemma":0.001023845,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009114591,"about_ca_topic_score_gemma":0.02680241,"domain_scores_codex":[0.9961531,0.001136635,0.0007560298,0.0005495342,0.00108146,0.0003232652],"domain_scores_gemma":[0.9964822,0.001014898,0.0002916556,0.0008178175,0.001199116,0.0001942983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001846291,0.000866784,0.008068584,0.00191398,0.000246918,0.000006631218,0.02492703,0.07245446,0.009056858,0.03971462,0.02083439,0.8217251],"study_design_scores_gemma":[0.0009137729,0.0001244775,0.08577074,0.01036751,0.0005241347,0.00003635419,0.001623304,0.09753051,0.01048234,0.0565579,0.7355509,0.000518091],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08711565,0.008214968,0.1067078,0.0003105681,0.0002555549,0.0007824079,0.0000988668,0.0001068463,0.7964073],"genre_scores_gemma":[0.429986,0.002090466,0.06980394,0.00001378635,0.0001452015,0.000004016187,0.00003857323,0.00004753044,0.4978705],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.821207,"threshold_uncertainty_score":0.999904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1260589567807103,"score_gpt":0.3402665099435291,"score_spread":0.2142075531628188,"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."}}