{"id":"W4409650175","doi":"10.47709/jpmasdi.v1i2.2569","title":"Peningkatan Keterampilan Mahasiswa Untuk Mendorong Memahami Kinerja Organisasi","year":2023,"lang":"id","type":"article","venue":"Jurnal Pengabdian Masyarakat Disiplin Ilmu","topic":"Education and Character Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Medicine","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002640968,0.0009650944,0.001046365,0.0007521604,0.002522378,0.001468048,0.001800481,0.0005599167,0.01133686],"category_scores_gemma":[0.0005184894,0.001004774,0.0005083506,0.002996982,0.0005606247,0.0009262591,0.0005452506,0.001409611,0.02063184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001004931,"about_ca_system_score_gemma":0.001806042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004592136,"about_ca_topic_score_gemma":0.001614831,"domain_scores_codex":[0.9917499,0.0008975666,0.001584228,0.001471393,0.002058926,0.002237945],"domain_scores_gemma":[0.9956802,0.0006335676,0.000770948,0.0009803814,0.0003846826,0.001550182],"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":[0.0004877523,0.00180474,0.1949267,0.0009195939,0.001263017,0.00154512,0.3241613,0.00004161618,0.01001069,0.01603252,0.3942229,0.054584],"study_design_scores_gemma":[0.001776527,0.0002030798,0.3151999,0.0005182884,0.0002159525,0.00005929222,0.07231794,0.0001340261,0.001418543,0.001289267,0.6047809,0.002086375],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8838083,0.0004196241,0.0000355685,0.03028343,0.00921432,0.001238168,0.0001991767,0.0007758723,0.07402559],"genre_scores_gemma":[0.885133,0.001744471,0.0002831384,0.001597792,0.002913011,0.0001136312,0.0004467907,0.0001849063,0.1075833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2518434,"threshold_uncertainty_score":0.9995685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03721423582161056,"score_gpt":0.3198745888873958,"score_spread":0.2826603530657852,"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."}}