{"id":"W4391060664","doi":"10.5267/j.uscm.2023.11.007","title":"Seafarer work stress and performance: Empirical evidence of shipping safety of Indonesia national shipping companies","year":2024,"lang":"en","type":"article","venue":"Uncertain Supply Chain Management","topic":"Occupational Health and Safety Management","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Work (physics); Path analysis (statistics); Job satisfaction; Work stress; Operations management; Marketing; Management; Computer science; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002430468,0.0002387649,0.0004032898,0.0004987482,0.0004294726,0.0000190138,0.0002779879,0.0001194877,0.0002773439],"category_scores_gemma":[0.00008664038,0.0002144811,0.00007920216,0.0008352321,0.0001508394,0.0002498601,0.00040613,0.0004065644,0.00003016981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003886235,"about_ca_system_score_gemma":0.0002539884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007613854,"about_ca_topic_score_gemma":0.00003119923,"domain_scores_codex":[0.9965326,0.0003975817,0.001101739,0.0004653145,0.0009757311,0.0005270223],"domain_scores_gemma":[0.9976745,0.001424667,0.0002389241,0.0002765737,0.0002533354,0.000132046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001198612,0.0001552524,0.8616825,0.03415149,0.0003131321,0.00001836548,0.007733922,0.005746042,0.000005836181,0.05883336,0.00489677,0.02526471],"study_design_scores_gemma":[0.0006789064,0.0001493517,0.9542328,0.01201354,0.00007068975,5.7221e-7,0.005111252,0.01792692,0.000006350343,0.0008152998,0.008733464,0.000260837],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9476252,0.006236338,0.006868222,0.01480303,0.001419847,0.004357127,0.0001619929,0.0002460763,0.01828215],"genre_scores_gemma":[0.994503,0.001837448,0.001524247,0.0007769125,0.0001770359,0.0001856343,0.00007769149,0.00002500641,0.0008930309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09255031,"threshold_uncertainty_score":0.8746285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1122060802276895,"score_gpt":0.4158848822903877,"score_spread":0.3036788020626981,"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."}}