{"id":"W4392187139","doi":"10.36082/gemakes.v4i1.1552","title":"PERCEPATAN PEMENUHAN TENAGA KESEHATAN DI PUSKESMAS UNTUK DAYA UNGKIT PEMBANGUNAN KESEHATAN","year":2024,"lang":"id","type":"article","venue":"GEMAKES Jurnal Pengabdian Kepada Masyarakat","topic":"Healthcare Quality and Satisfaction","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"Tenaga Nasional Berhad","keywords":"Medicine; Environmental health","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","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.006214585,0.002270818,0.002586978,0.001684131,0.005533681,0.001484876,0.001812327,0.002525343,0.01153754],"category_scores_gemma":[0.001201415,0.002183619,0.001269985,0.002543361,0.0008930989,0.002897331,0.0008083734,0.01000311,0.01795684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003804724,"about_ca_system_score_gemma":0.004983408,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00480917,"about_ca_topic_score_gemma":0.01994538,"domain_scores_codex":[0.9775242,0.006679051,0.004531316,0.003315567,0.002997054,0.004952832],"domain_scores_gemma":[0.9892511,0.002775713,0.001060873,0.002761945,0.0008321685,0.003318206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001847958,0.001754926,0.3639181,0.03452791,0.002595021,0.008658556,0.1308937,0.00009026413,0.006250875,0.04278152,0.105703,0.3009782],"study_design_scores_gemma":[0.002301678,0.001313206,0.3984775,0.009930839,0.0009422979,0.0006676065,0.04646878,0.002482177,0.0001626545,0.001400518,0.5323855,0.003467261],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7962024,0.03428794,0.001061592,0.06901,0.03039977,0.006910567,0.004432431,0.002540695,0.05515467],"genre_scores_gemma":[0.930462,0.007670925,0.0003811547,0.001447562,0.009830797,0.0003234052,0.001151755,0.000644491,0.04808793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4266826,"threshold_uncertainty_score":0.9995517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07785456193747918,"score_gpt":0.4058608981469803,"score_spread":0.3280063362095011,"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."}}