{"id":"W4241592958","doi":"10.31219/osf.io/mejza","title":"PENILAIAN DAN PENGENDALIAN RESIKO HAZARD FISIK-RADIASI","year":2020,"lang":"id","type":"preprint","venue":"","topic":"Occupational Health and Safety Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"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":[0.002450004,0.001321609,0.00181452,0.0004680047,0.002629549,0.0001337491,0.001837053,0.001749105,0.01818346],"category_scores_gemma":[0.0008187534,0.001315452,0.0007037775,0.0006437617,0.0001979995,0.0002373723,0.003344014,0.005831137,0.02569067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001345437,"about_ca_system_score_gemma":0.004428403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00261032,"about_ca_topic_score_gemma":0.004689708,"domain_scores_codex":[0.9870749,0.002756178,0.003364334,0.002567866,0.001748283,0.002488435],"domain_scores_gemma":[0.9917161,0.001127137,0.001367157,0.002325535,0.0005984941,0.002865521],"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":[0.00155178,0.0005333437,0.03043975,0.01758796,0.0004790018,0.0002443212,0.01049483,0.000123807,0.00001192466,0.09071786,0.8302036,0.0176118],"study_design_scores_gemma":[0.001498226,0.0003231817,0.2712388,0.0009936254,0.0002041417,0.000002093154,0.004705437,0.001585608,0.000007840037,0.002829635,0.7155538,0.001057538],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005940339,0.0009701336,0.002806893,0.3311128,0.01251242,0.01045587,0.0008152073,0.0008773002,0.634509],"genre_scores_gemma":[0.6212747,0.004486444,0.01026005,0.06825256,0.007533318,0.001165281,0.0046245,0.000447182,0.281956],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6153344,"threshold_uncertainty_score":0.9999535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1479852623255004,"score_gpt":0.4335854839087484,"score_spread":0.2856002215832479,"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."}}