{"id":"W4417477912","doi":"10.36908/akm.v6i2.1650","title":"Peningkatan Kompetensi Pekerja dalam Melakukan Inspeksi K3 pada Pekerjaan Repair Mesin Chip Screen","year":2025,"lang":"","type":"article","venue":"AKM Aksi Kepada Masyarakat","topic":"Occupational Health and Safety Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Start up","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.005878706,0.00218861,0.002827951,0.001607408,0.006599895,0.0002524999,0.002274181,0.001721155,0.004503525],"category_scores_gemma":[0.001876236,0.002293732,0.001289119,0.003482855,0.0007603673,0.001244549,0.002720851,0.004449925,0.004018764],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001826097,"about_ca_system_score_gemma":0.005918053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005037319,"about_ca_topic_score_gemma":0.006094733,"domain_scores_codex":[0.9794223,0.003887049,0.005395426,0.003687433,0.002751681,0.004856052],"domain_scores_gemma":[0.9872229,0.00293099,0.001867938,0.004424449,0.001554837,0.001998923],"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":[0.004339413,0.001793036,0.2253772,0.008712077,0.001523959,0.0005440821,0.004658304,0.0002075783,0.0001069974,0.230327,0.4874334,0.03497692],"study_design_scores_gemma":[0.005029867,0.0006905684,0.4128299,0.003049467,0.000792259,0.00001557817,0.005101094,0.004700281,0.00006214749,0.004212391,0.5618103,0.001706146],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1915118,0.02115227,0.002701194,0.09112275,0.02372679,0.01858468,0.001383573,0.003492207,0.6463247],"genre_scores_gemma":[0.823573,0.003410948,0.006530488,0.02487797,0.002364834,0.0005445935,0.001385849,0.0003399078,0.1369724],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6320612,"threshold_uncertainty_score":0.9997175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04179150599803221,"score_gpt":0.3731225764641969,"score_spread":0.3313310704661647,"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."}}