{"id":"W7094276314","doi":"","title":"Dan Maurino","year":2018,"lang":"","type":"article","venue":"Scholarly Commons (Embry–Riddle Aeronautical University)","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Civil aviation; Aviation; Aviation engineering; Aviation safety; Aircraft maintenance; State (computer science); Occupational safety and health; International airport","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007356945,0.0007616534,0.0004691686,0.001434343,0.002074674,0.003457384,0.001225259,0.00161106,0.4409918],"category_scores_gemma":[0.004173249,0.00030793,0.0003270597,0.000824697,0.0007412289,0.002820117,0.0031928,0.002811441,0.2102089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001733266,"about_ca_system_score_gemma":0.003013685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004187717,"about_ca_topic_score_gemma":0.01123164,"domain_scores_codex":[0.999044,0.0001352384,0.00005547888,0.0002767555,0.0003746327,0.0001138363],"domain_scores_gemma":[0.9979786,0.0002680579,0.0001254246,0.0001083253,0.0006013732,0.000918285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001953532,0.00004539314,0.0003681776,0.0001339736,0.000002157309,0.0001425473,0.0003374407,0.00003672415,0.0001970711,0.00524854,0.8808827,0.1125858],"study_design_scores_gemma":[0.00000196324,0.00000587701,0.0001729127,0.00008326356,8.819438e-7,0.0001736923,0.000143335,0.00001804013,0.00005008128,0.0006168589,0.9987304,0.000002681802],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0021043,0.01883863,0.003813077,0.06591439,0.02117707,0.0001504199,0.001009087,0.001531083,0.8854619],"genre_scores_gemma":[0.006776636,0.008361491,0.0020486,0.01194004,0.001938418,0.000120842,0.0004634294,0.0005151107,0.9678354],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5590082,"threshold_uncertainty_score":0.7973574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1013720163520787,"score_gpt":0.3652103793338354,"score_spread":0.2638383629817567,"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."}}