{"id":"W1597417615","doi":"","title":"Le contremaître, le chef d'équipe, le chef de train et les agents de manutention : les chevilles-ouvrières du transbordement","year":2012,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Safety Warnings and Signage","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministère des Transports","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","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01651346,0.0009062455,0.001012468,0.0003229685,0.001362448,0.0004372776,0.002023907,0.001208307,0.002050033],"category_scores_gemma":[0.0009649319,0.001087406,0.0008412884,0.0004434045,0.0007691021,0.0003232859,0.0007787253,0.001767526,0.0001704067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003445317,"about_ca_system_score_gemma":0.001051941,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0519953,"about_ca_topic_score_gemma":0.01530335,"domain_scores_codex":[0.976388,0.01871748,0.001371228,0.001466316,0.0006199146,0.001437096],"domain_scores_gemma":[0.9930623,0.001677013,0.001223551,0.002286308,0.001169964,0.0005809322],"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":[0.0001492717,0.005141208,0.008147722,0.0004409995,0.00074104,0.00002902309,0.05759222,0.00031121,0.02130073,0.7993836,0.004384745,0.1023782],"study_design_scores_gemma":[0.009049574,0.000007342574,0.2970222,0.003729095,0.0006086198,0.0001365675,0.008940764,0.006580588,0.03581051,0.0124414,0.6232748,0.002398528],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2217818,0.01238873,0.4082548,0.09626754,0.0007691624,0.00161361,0.000295783,0.0004465342,0.258182],"genre_scores_gemma":[0.9357382,0.003391318,0.01330887,0.0004627242,0.0001488164,0.0003471224,0.001279134,0.0001777227,0.0451461],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7869422,"threshold_uncertainty_score":0.9999377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02575475534068209,"score_gpt":0.2728195264032001,"score_spread":0.247064771062518,"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."}}