{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001895839,0.000121984,0.0001137845,0.0001573138,0.0001261303,0.00001914007,0.0001145133,0.0001000578,0.009665096],"category_scores_gemma":[0.0000142414,0.0001154867,0.00005435376,0.0001722137,0.00001924279,0.00002908893,0.000008648669,0.00009174268,0.0003154564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005227454,"about_ca_system_score_gemma":0.00002749479,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01815524,"about_ca_topic_score_gemma":0.06650106,"domain_scores_codex":[0.9989901,0.0000347696,0.0001706505,0.0002549772,0.00006222155,0.0004872804],"domain_scores_gemma":[0.9994387,0.00005014761,0.00002565493,0.0002541414,0.00002113786,0.0002101964],"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":[0.00001626386,0.00004536733,0.003925704,0.000002887742,0.0002550535,0.00004053938,0.0009298982,0.00001747759,0.000001276027,0.7334247,0.0438596,0.2174812],"study_design_scores_gemma":[0.009712812,0.0005284011,0.036005,0.0001203822,0.0003210994,0.00003365419,0.01196701,0.00006856147,0.0001704919,0.009697304,0.9298797,0.001495635],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.008407491,0.00004578971,0.004649267,0.0005023677,0.0009704141,0.0004933694,0.000006043867,0.00007458841,0.9848506],"genre_scores_gemma":[0.9695523,0.000004366253,0.007220017,0.001417866,0.00004809935,0.000163483,0.0000296812,0.0000284174,0.02153571],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.963315,"threshold_uncertainty_score":0.9912402,"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."}}