{"id":"W4313037117","doi":"10.18196/ppm.43.611","title":"EDUKASI PROTOKOL KESEHATAN DI ERA PANDEMI COVID-19 BAGI KADER KESEHATAN","year":2022,"lang":"id","type":"article","venue":"Prosiding Seminar Nasional Program Pengabdian Masyarakat","topic":"Educational Curriculum and Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Humanities; Coronavirus disease 2019 (COVID-19); Medicine; Art; Infectious disease (medical specialty)","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":[],"category_scores_codex":[0.01279989,0.001190588,0.001220987,0.000708275,0.01182961,0.001260789,0.002622508,0.000596121,0.003335939],"category_scores_gemma":[0.0061962,0.001273253,0.0008209898,0.003870268,0.001490412,0.0009380701,0.001327385,0.004386052,0.0004116558],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002933428,"about_ca_system_score_gemma":0.006712068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001101352,"about_ca_topic_score_gemma":0.0001117437,"domain_scores_codex":[0.9820614,0.00724394,0.001545314,0.002481634,0.0040549,0.002612834],"domain_scores_gemma":[0.9924666,0.002556644,0.00124653,0.001045714,0.0005043964,0.002180137],"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":[0.001410002,0.01437843,0.4913249,0.003046518,0.0007640239,0.0008273125,0.1209965,0.001089488,0.009523952,0.0402227,0.1011624,0.2152538],"study_design_scores_gemma":[0.001434358,0.001743194,0.01677389,0.0004637851,0.0002610233,0.0002860328,0.04370335,0.0004079585,0.0005680197,0.002604412,0.9296513,0.002102655],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.776902,0.03805856,0.0007023847,0.09186935,0.01653833,0.04678249,0.001165754,0.004557787,0.02342335],"genre_scores_gemma":[0.9304127,0.0005315912,0.01100325,0.001915485,0.003339717,0.01349837,0.000772209,0.0003075597,0.03821917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8284889,"threshold_uncertainty_score":0.999776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0724206025217408,"score_gpt":0.4099861088522982,"score_spread":0.3375655063305574,"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."}}