{"id":"W1538960295","doi":"","title":"Analyse socio-économique des secteurs industriels fabriquant, utilisant ou transportant des matières dangereuses au Québec","year":2009,"lang":"fr","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Sustainable Industrial Ecology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.004854413,0.0014009,0.002372879,0.001644678,0.0007778056,0.0003928329,0.002073561,0.003390566,0.0009653158],"category_scores_gemma":[0.002677706,0.001707833,0.0007412552,0.0007457832,0.002973408,0.0006208718,0.000658402,0.006416359,0.00005387679],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.03336386,"about_ca_system_score_gemma":0.01277225,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1699197,"about_ca_topic_score_gemma":0.5426515,"domain_scores_codex":[0.9896506,0.001366407,0.002748333,0.002050674,0.0003169977,0.003866985],"domain_scores_gemma":[0.9934289,0.002627303,0.0005155817,0.00197729,0.0004575304,0.0009934271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002983802,0.0003498057,0.1550326,0.0007025131,0.0008497579,0.0004776247,0.004746344,0.4161128,0.0001364178,0.001807189,0.0001070684,0.4193795],"study_design_scores_gemma":[0.007935244,0.002160722,0.5988886,0.003952629,0.0006947939,0.000400733,0.05399869,0.09160372,0.006950933,0.04081279,0.184951,0.007650205],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9740756,0.001564488,0.0000740947,0.001906012,0.0008325356,0.002032264,0.0002472475,0.0002542302,0.01901349],"genre_scores_gemma":[0.9682031,0.02194907,0.002473039,0.00007070797,0.001096091,0.0008592219,0.0001471153,0.0003602472,0.004841448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.443856,"threshold_uncertainty_score":0.999948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07896392450910487,"score_gpt":0.3086746390011039,"score_spread":0.229710714491999,"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."}}