{"id":"W2989655359","doi":"10.3917/re1.096.0022","title":"Les points à renforcer en matière de lutte contre la pollution de l’air","year":2019,"lang":"fr","type":"article","venue":"Annales des Mines - Responsabilité et environnement","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; Natural Sciences and Engineering Research Council of Canada","funders":"","keywords":"Humanities; Political science; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002967413,0.0004268895,0.0004979966,0.000102613,0.0006823322,0.00008558387,0.0004181982,0.0004299069,0.003697991],"category_scores_gemma":[0.0009089755,0.0004307346,0.000358404,0.0003323067,0.00223906,0.0003375748,0.000204794,0.000300341,0.0004977201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002412214,"about_ca_system_score_gemma":0.0002589075,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01839578,"about_ca_topic_score_gemma":0.01937154,"domain_scores_codex":[0.9946523,0.002664651,0.0005378611,0.0005372579,0.0005515437,0.001056395],"domain_scores_gemma":[0.9976076,0.001470439,0.0001908964,0.0003806142,0.00008234394,0.0002680861],"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":[0.0007468317,0.00144302,0.1033849,0.0008558994,0.0006690166,0.00008282448,0.2490305,0.0007653296,0.001869516,0.4381189,0.04062385,0.1624094],"study_design_scores_gemma":[0.0006612306,0.0002538924,0.1394279,0.0002629535,0.0001005025,0.000008807098,0.01777519,0.000129958,0.0001021355,0.007371547,0.8334752,0.000430644],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8181328,0.02336689,0.0001413173,0.02952033,0.0004941773,0.0007015955,0.00009973969,0.00008202768,0.1274612],"genre_scores_gemma":[0.7392837,0.005013629,0.001048477,0.00103714,0.0004662925,0.00006859115,0.0000142164,0.00003818571,0.2530297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7928513,"threshold_uncertainty_score":0.9998145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0285325793881126,"score_gpt":0.2866455625853278,"score_spread":0.2581129831972152,"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."}}