{"id":"W1492995408","doi":"","title":"FATIGUE MANAGEMENT GUIDE FOR CANADIAN MARINE PILOTS","year":2003,"lang":"en","type":"article","venue":"","topic":"Maritime Navigation and Safety","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sleep (system call); Work (physics); Applied psychology; Sleep quality; Psychology; Medicine; Aeronautics; Engineering; Computer science; Psychiatry; Insomnia","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":[0.001211583,0.0008761215,0.0004839429,0.001781913,0.002037403,0.0008474127,0.001480542,0.001573269,0.04554979],"category_scores_gemma":[0.003406147,0.000340241,0.0004536434,0.0009922964,0.0003001338,0.0007869859,0.0009624683,0.001491394,0.01424207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0057802,"about_ca_system_score_gemma":0.01909427,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5134587,"about_ca_topic_score_gemma":0.7439822,"domain_scores_codex":[0.9995691,0.00005266895,0.0000431939,0.00002595256,0.0001928534,0.0001162633],"domain_scores_gemma":[0.9981551,0.0001299538,0.00004294206,0.00002488645,0.001343322,0.0003039201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004702877,0.0001553372,0.0010355,0.0002636369,0.000002501466,0.0003478723,0.0005461284,0.0004392163,0.0004533394,0.0007447472,0.765831,0.2301337],"study_design_scores_gemma":[0.00004175955,0.000134117,0.007531325,0.000711947,0.000006426629,0.0005313627,0.000863092,0.0003994032,0.0001644495,0.0004543322,0.9891196,0.00004220947],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02433069,0.04124077,0.05533784,0.124218,0.01409723,0.01469753,0.0330149,0.01275629,0.6803067],"genre_scores_gemma":[0.0565515,0.0533765,0.1147492,0.02301359,0.001265712,0.008119359,0.01681545,0.0006927948,0.7254158],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4865413,"threshold_uncertainty_score":0.9788132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01561708472418355,"score_gpt":0.232649338329962,"score_spread":0.2170322536057784,"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."}}