{"id":"W2557632557","doi":"10.21512/comtech.v6i3.2207","title":"Fatigue Risk of Long-Distance Driver as the Impact of the Duration of Work","year":2015,"lang":"en","type":"article","venue":"ComTech Computer Mathematics and Engineering Applications","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Duration (music); Affect (linguistics); Circadian rhythm; Task (project management); Work (physics); Computer science; Medicine; Psychology; Engineering; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0001962354,0.00009715155,0.0001636902,0.00003966044,0.0000381776,0.000008422013,0.0002500943,0.0000654722,0.000007838243],"category_scores_gemma":[0.00002138418,0.0000592854,0.00007972546,0.0003539323,0.00007672967,0.00001960797,0.00005737229,0.0001312226,0.000003591815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001449463,"about_ca_system_score_gemma":0.00001635332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004916639,"about_ca_topic_score_gemma":0.000001248041,"domain_scores_codex":[0.999369,0.00001812449,0.0003182137,0.00009579603,0.0001092225,0.00008965302],"domain_scores_gemma":[0.9988746,0.0001994213,0.0002508145,0.0005321074,0.0001068611,0.00003619138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00005036152,0.001578269,0.06085369,0.0003024534,0.002207767,0.00000138223,0.03470273,0.3318506,0.0009291399,0.4973895,0.007627021,0.06250715],"study_design_scores_gemma":[0.004017978,0.0007095885,0.5560363,0.002511258,0.001047838,0.00006292208,0.001087593,0.4029579,0.004879227,0.02439855,0.001003328,0.001287445],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3193173,0.0002924603,0.679611,0.00004569382,0.00006523081,0.0003132128,0.00001109018,0.00002148222,0.0003225559],"genre_scores_gemma":[0.9873273,0.00001577951,0.01254465,0.000002984558,0.00002703217,0.00005469425,0.00000302436,0.00001198337,0.00001255304],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.66801,"threshold_uncertainty_score":0.2417588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02039881817844483,"score_gpt":0.2772288615810197,"score_spread":0.2568300434025749,"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."}}