{"id":"W7083690567","doi":"10.53364/24138614_2025_38_3_4","title":"CREATION OF A \"SMART\" OCCUPATIONAL SAFETY MANAGEMENT SYSTEM IN CIVIL AVIATION IN THE CONTEXT OF THE \"SOCIETY 5.0\" CONCEPT","year":2025,"lang":"en","type":"article","venue":"Вестник Академии гражданской авиации","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Red River College","funders":"","keywords":"Civil aviation; Occupational safety and health; Context (archaeology); Aviation; Sustainability; Adaptation (eye); Management system; Risk management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001661126,0.0003766743,0.0002843422,0.001165111,0.001343714,0.002941757,0.000722765,0.0006357745,0.002496792],"category_scores_gemma":[0.001155613,0.0001490467,0.0003026965,0.0008281411,0.0008826013,0.002116903,0.002195713,0.0004328945,0.001174734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001169202,"about_ca_system_score_gemma":0.002656899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003007476,"about_ca_topic_score_gemma":0.002350655,"domain_scores_codex":[0.999035,0.0002399126,0.00008970624,0.0002020363,0.0002995723,0.0001338382],"domain_scores_gemma":[0.9992663,0.00007951155,0.0001348085,0.0001510461,0.0002377211,0.0001305366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003629567,0.0004405956,0.05973767,0.0006110849,0.0001267605,0.001002475,0.006492959,0.01720707,0.04203902,0.1551881,0.02255976,0.6942316],"study_design_scores_gemma":[0.00007111615,0.001187052,0.06641714,0.0005575238,0.0002870374,0.001945145,0.008683047,0.09680409,0.04259225,0.06724288,0.7139389,0.000273752],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3856303,0.00277514,0.4761678,0.006265784,0.0008838649,0.0007342323,0.0008658532,0.01172763,0.1149494],"genre_scores_gemma":[0.8634412,0.0008065163,0.1234952,0.0004448349,0.0001323274,0.0002197019,0.0006775414,0.0001130066,0.01066949],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003007476,"threshold_uncertainty_score":0.00878495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01180571219599012,"score_gpt":0.2438644192679519,"score_spread":0.2320587070719618,"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."}}