{"id":"W595830521","doi":"","title":"DEVELOPMENT OF A FATIGUE MANAGEMENT PROGRAM FOR CANADIAN MARINE PILOTS","year":2003,"lang":"en","type":"article","venue":"","topic":"Human-Automation Interaction and Safety","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Engineering; Plan (archaeology); Pilotage; Aeronautics; Operations management; Geography","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":[0.0001456833,0.00006725408,0.00008168888,0.0001399955,0.0000737453,0.000009729306,0.00006215472,0.00003109816,0.0210396],"category_scores_gemma":[0.00000763611,0.00006188939,0.00003171003,0.00007978021,0.0000103446,0.00002339539,0.000007319442,0.00002971167,0.000200662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007171845,"about_ca_system_score_gemma":0.00005462601,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002093606,"about_ca_topic_score_gemma":0.06411489,"domain_scores_codex":[0.999351,0.00002077908,0.0002582843,0.0001286308,0.00006364989,0.0001776193],"domain_scores_gemma":[0.9996523,0.00001465931,0.00004843893,0.0001351751,0.00005525951,0.00009416437],"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":[0.00002409857,0.000302592,0.001055387,0.00004433711,0.0001881237,0.000003168458,0.001988902,0.000002712991,0.000009886947,0.6040576,0.03050334,0.3618199],"study_design_scores_gemma":[0.0005658945,0.00004169214,0.0317813,0.000005633019,0.000006174469,0.000002485495,0.0009442096,0.00003247616,0.0001854136,0.0002048611,0.9661459,0.0000839156],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01344269,0.00000240731,0.00693544,0.0001707054,0.0004534192,0.0008348376,0.000002682898,0.00007353562,0.9780843],"genre_scores_gemma":[0.763553,7.016788e-7,0.1570027,0.0004415339,0.00001318894,0.0007937374,0.00004048342,0.00001365566,0.07814095],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9356426,"threshold_uncertainty_score":0.9798553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06486201234071313,"score_gpt":0.3897411668252942,"score_spread":0.3248791544845811,"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."}}