{"id":"W2521756245","doi":"","title":"The Work of the Commercial Flight Crew in Air Transportation: Constraints of Working Times and Gender. an International Comparative Analysis (France, Europe / Québec, Canada","year":2016,"lang":"en","type":"article","venue":"28th Annual Meeting","topic":"Aviation Industry Analysis and Trends","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Crew; Work (physics); Aeronautics; Air transport; Engineering; Political science; Geography; Mechanical engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001548603,0.000200031,0.00023245,0.001048379,0.003490309,0.00322613,0.000866831,0.0006987459,0.008530527],"category_scores_gemma":[0.003913868,0.0002034677,0.00026254,0.00146656,0.002021078,0.001358661,0.00118109,0.0006009552,0.0009425746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00360024,"about_ca_system_score_gemma":0.004640535,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3205847,"about_ca_topic_score_gemma":0.570711,"domain_scores_codex":[0.9987111,0.0004643589,0.00003559289,0.00006992176,0.0001614,0.0005575778],"domain_scores_gemma":[0.9949065,0.001454711,0.0006771465,0.0001315356,0.0009305723,0.001899564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005791158,0.000274235,0.7743241,0.000126485,0.00009927195,0.0007871286,0.149451,0.0005303646,0.001164374,0.006865333,0.01205202,0.05374658],"study_design_scores_gemma":[0.00001124903,0.00006276419,0.7832705,0.0001204403,0.00001628567,0.000128566,0.2048862,0.0001543959,0.0001072708,0.0004977228,0.01072402,0.00002067849],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819055,0.001038201,0.00008418439,0.001424235,0.00003931355,0.000007739578,0.000359422,0.000002327926,0.01513904],"genre_scores_gemma":[0.9965881,0.0003615054,0.00004029299,0.0001000079,0.00001030651,0.000006614979,0.0001044441,0.000006015636,0.002782675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6794153,"threshold_uncertainty_score":0.6374373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03677704904420395,"score_gpt":0.2374222313599503,"score_spread":0.2006451823157463,"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."}}