{"id":"W1722480720","doi":"10.4000/pistes.4317","title":"Présentation des contributions","year":2014,"lang":"fr","type":"article","venue":"Perspectives interdisciplinaires sur le travail et la santé","topic":"Ergonomics and Human Factors","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Sociology; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006152602,0.0004303141,0.0004438588,0.0002054427,0.0003763327,0.0003068705,0.0002997781,0.000226512,0.000520558],"category_scores_gemma":[0.0002660421,0.0004841465,0.000318947,0.0001668972,0.0008705781,0.0006113931,0.0001733901,0.0005486198,0.0002069481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006305501,"about_ca_system_score_gemma":0.0001465195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005147561,"about_ca_topic_score_gemma":0.002482787,"domain_scores_codex":[0.9978431,0.0004185426,0.0004583063,0.0005179089,0.0001703394,0.0005917419],"domain_scores_gemma":[0.9985123,0.0005260782,0.0001081323,0.000378127,0.0002206442,0.0002547179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001305896,0.00108451,0.001912559,0.0005171112,0.0008302766,0.00002300425,0.4259236,0.01070177,0.002998587,0.4451983,0.01104845,0.09963116],"study_design_scores_gemma":[0.002629787,0.0003807359,0.8520418,0.000775602,0.0002268041,0.00006704164,0.03591311,0.02120803,0.002374077,0.07038163,0.01264713,0.001354211],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8892585,0.006666539,0.03372908,0.001584775,0.002375444,0.0003064299,0.0001869992,0.0003520172,0.0655402],"genre_scores_gemma":[0.9948285,0.001065474,0.0008652458,0.00003274703,0.000909254,0.0000377055,0.00003244181,0.0001001038,0.002128519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8501293,"threshold_uncertainty_score":0.999761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009012104918793843,"score_gpt":0.2912109190809974,"score_spread":0.2821988141622035,"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."}}