{"id":"W191408057","doi":"","title":"FATIGUE MANAGEMENT TRAINING FOR CANADIAN MARINE PILOTS","year":2003,"lang":"en","type":"article","venue":"","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pilotage; Trainer; Training (meteorology); Work (physics); Rating scale; Management training; Psychology; Medical education; Applied psychology; Engineering; Aeronautics; Medicine; Management; Computer science","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":[0.001158409,0.0004467449,0.0001843543,0.0005311128,0.002466268,0.0003615775,0.0008317251,0.0003641862,0.004101539],"category_scores_gemma":[0.00218069,0.0001866268,0.0002765241,0.0004917854,0.0003276718,0.0002328879,0.0008240722,0.0004488767,0.0003167907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006757844,"about_ca_system_score_gemma":0.0198351,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7262081,"about_ca_topic_score_gemma":0.8866429,"domain_scores_codex":[0.9996238,0.00008774232,0.00001302139,0.00003795544,0.00009460347,0.0001429117],"domain_scores_gemma":[0.9990749,0.00006808837,0.00005638133,0.00002331635,0.0003407527,0.0004366154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002196965,0.005688403,0.05800867,0.001207955,0.00007722549,0.0008122413,0.01069115,0.003866424,0.02159842,0.0005761842,0.02462684,0.8706495],"study_design_scores_gemma":[0.001352578,0.02121861,0.8470034,0.0006240564,0.0001332921,0.0005777313,0.01785166,0.005135206,0.007031697,0.0003516139,0.09854891,0.0001713041],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.986838,0.0009214948,0.001407902,0.001694161,0.00009841217,0.001013495,0.0002054085,0.0001669889,0.007653991],"genre_scores_gemma":[0.9769555,0.001520831,0.009900426,0.0005555077,0.00004924899,0.0009931145,0.0004382661,0.00001736275,0.0095697],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2737919,"threshold_uncertainty_score":0.5508087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08424246431131088,"score_gpt":0.3229456371532899,"score_spread":0.238703172841979,"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."}}