{"id":"W3000211519","doi":"10.4000/developpementdurable.15635","title":"Ouvrir ou fermer les bouches d’incendie ?","year":2019,"lang":"fr","type":"article","venue":"Développement durable et territoires","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Outaouais; Université du Québec à Montréal","funders":"","keywords":"Humanities; Physics; 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":[0.002359427,0.0003431735,0.0003013254,0.0005858324,0.008904707,0.006660572,0.0007057156,0.0024441,0.007499031],"category_scores_gemma":[0.004383304,0.0002624885,0.0003104859,0.0006745032,0.0182865,0.00491209,0.003500912,0.003540417,0.0007584394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005757983,"about_ca_system_score_gemma":0.003631515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03724857,"about_ca_topic_score_gemma":0.0810563,"domain_scores_codex":[0.997906,0.00105272,0.00003438562,0.0002589003,0.0002576102,0.0004903898],"domain_scores_gemma":[0.9987308,0.000529052,0.0002381738,0.0001152084,0.0001694576,0.0002173156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008562853,0.00003760195,0.00788183,0.0001888044,0.00001591388,0.001340094,0.5164306,0.0004515701,0.00202766,0.406939,0.01691051,0.04769062],"study_design_scores_gemma":[0.000008559577,0.00006970461,0.008621546,0.0004641265,0.000009356635,0.0005305894,0.3054051,0.0003082879,0.0008142997,0.01940305,0.6643084,0.00005698328],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6021869,0.01086808,0.02271111,0.08357507,0.001259449,0.00005024142,0.000158374,0.0002338431,0.278957],"genre_scores_gemma":[0.9649808,0.001208982,0.001155799,0.001272044,0.00006892395,0.00001506147,0.00001761444,0.00005455396,0.03122619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03724857,"threshold_uncertainty_score":0.07406348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02521100434596774,"score_gpt":0.295532918551197,"score_spread":0.2703219142052292,"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."}}