{"id":"W6989206046","doi":"","title":"Analisis Human Factors Pada Mekanik Aircraft Maintenance","year":2020,"lang":"id","type":"dissertation","venue":"Universitas Airlangga Repository (Universitas Airlangga)","topic":"Occupational Health and Safety Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Error analysis; Test (biology); Work (physics)","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":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.000602041,0.002051726,0.00231251,0.001724934,0.007969382,0.0001619252,0.002408842,0.002229972,0.00871944],"category_scores_gemma":[0.0001505831,0.002373043,0.001425953,0.002149028,0.0004154959,0.00150215,0.0009655047,0.003618254,0.001740774],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004775584,"about_ca_system_score_gemma":0.002028461,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006767306,"about_ca_topic_score_gemma":0.001063364,"domain_scores_codex":[0.9886513,0.001653742,0.001882724,0.002826144,0.002319772,0.002666252],"domain_scores_gemma":[0.9912037,0.000545184,0.002684137,0.001834755,0.001458385,0.002273853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00241291,0.0007845921,0.07313062,0.005156985,0.00206576,0.004903747,0.03167547,0.0002012041,0.0008606432,0.0276686,0.8509123,0.0002271092],"study_design_scores_gemma":[0.00437644,0.001181008,0.2142469,0.002041879,0.003171123,0.00002120699,0.6290153,0.000548303,0.0001201181,0.0001180542,0.1423452,0.002814555],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4223941,0.002548994,0.0008793057,0.004992059,0.01099789,0.006471616,0.002323242,0.001762265,0.5476305],"genre_scores_gemma":[0.9250209,0.0004591866,0.0004500269,0.001418653,0.001180892,0.00002344284,0.01472472,0.0003311199,0.05639099],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7085671,"threshold_uncertainty_score":0.9998467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0291860768762926,"score_gpt":0.3113789837796836,"score_spread":0.282192906903391,"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."}}