{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007782231,0.00005865741,0.00005058771,0.0000518935,0.00003799667,0.00001346966,0.00004552204,0.00002329282,0.002476085],"category_scores_gemma":[0.000007529085,0.00005998263,0.00002138556,0.00006417723,0.000003415922,0.00002698934,0.000004401181,0.00002553655,0.00005493141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007236849,"about_ca_system_score_gemma":0.0000107757,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00412783,"about_ca_topic_score_gemma":0.04842614,"domain_scores_codex":[0.999622,0.000003792605,0.0001024799,0.00006623121,0.00004226053,0.0001632117],"domain_scores_gemma":[0.999757,0.000009495599,0.000003526523,0.0001015467,0.0000163537,0.0001120928],"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":[0.000002079049,0.00001217567,0.001079254,0.0001444144,0.0000759747,0.00001053306,0.00003145482,0.006236326,0.00004493305,0.5659025,0.3411834,0.08527694],"study_design_scores_gemma":[0.0002653459,0.000005447794,0.002272625,0.000003274002,0.00000488624,0.000001245957,0.00001951548,0.005650877,0.000361375,0.0009690615,0.9903459,0.0001004783],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0003172246,0.000009713228,0.0252601,0.0001402425,0.0001597423,0.0002206275,0.000006105847,0.0001142079,0.973772],"genre_scores_gemma":[0.7791636,0.00005910126,0.08344439,0.001235617,0.00005432505,0.000139517,0.000113891,0.00005101507,0.1357386],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8380335,"threshold_uncertainty_score":0.9984358,"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."}}