{"id":"W7104504177","doi":"10.26858/dedikasi.v27i1.74417","title":"PKM Edukasi dan Pelatihan Keselamatan Berkendara Bagi Pengemudi Ojek di Kota Makassar","year":2025,"lang":"","type":"article","venue":"DEDIKASI","topic":"Occupational Health and Safety Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Work safety; Security system; Work (physics)","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":["insufficient_payload"],"category_scores_codex":[0.00328708,0.001155376,0.001470252,0.0010182,0.004331795,0.0001586298,0.001410846,0.001153562,0.003744164],"category_scores_gemma":[0.00108778,0.001212466,0.0005082724,0.002082777,0.0004150386,0.0006689171,0.001464228,0.003154794,0.003803457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001510825,"about_ca_system_score_gemma":0.003981953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006386139,"about_ca_topic_score_gemma":0.0009487435,"domain_scores_codex":[0.9880528,0.002082925,0.003315887,0.001847998,0.001601946,0.003098452],"domain_scores_gemma":[0.992569,0.002137221,0.001033412,0.002150645,0.0008351722,0.001274525],"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":[0.001619629,0.001512109,0.204533,0.009448602,0.0006958061,0.0001686523,0.006388982,0.00008558012,0.00002698804,0.2788981,0.3758867,0.1207358],"study_design_scores_gemma":[0.0029973,0.000285752,0.3682562,0.001717377,0.0003402912,0.000003787997,0.005783258,0.002339375,0.00001652285,0.00485439,0.6126223,0.0007834827],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1743451,0.009724327,0.004194303,0.1196397,0.0306734,0.01193332,0.001384129,0.0008470058,0.6472587],"genre_scores_gemma":[0.8827871,0.003000273,0.00286651,0.01236843,0.00270625,0.0005959103,0.0009102424,0.0001893346,0.09457593],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.708442,"threshold_uncertainty_score":0.999145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04852418305477285,"score_gpt":0.4086230336289643,"score_spread":0.3600988505741914,"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."}}