{"id":"W4392832210","doi":"10.59944/jipsi.v2i3.211","title":"Enhancing Teacher Competence through the Tuntas Method at SMAN 1 Parakan","year":2023,"lang":"en","type":"article","venue":"Jurnal Ilmu Pendidikan dan Sains Islam Interdisipliner","topic":"Educational Curriculum and Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stillwater (Canada)","funders":"","keywords":"Competence (human resources); Mathematics education; Psychology; Medical education; Medicine; Social psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001156057,0.0003577048,0.0002358952,0.0005824629,0.00140758,0.0006938382,0.0006317924,0.0003711876,0.004700366],"category_scores_gemma":[0.0009414523,0.0001866677,0.0002695534,0.0004058942,0.0005986228,0.0005993742,0.00118207,0.0005138761,0.0004502441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001303519,"about_ca_system_score_gemma":0.00370451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004750432,"about_ca_topic_score_gemma":0.01952181,"domain_scores_codex":[0.9992811,0.00033179,0.00002961174,0.0001011972,0.0001344705,0.000121809],"domain_scores_gemma":[0.9995468,0.0001548131,0.00006888132,0.00003975967,0.00008859184,0.0001011389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001613493,0.007422362,0.03612053,0.002417943,0.00005657391,0.002598803,0.06339357,0.001413995,0.052057,0.006271359,0.002943671,0.8236907],"study_design_scores_gemma":[0.001398705,0.02521158,0.4380981,0.002161274,0.0003872386,0.003254274,0.1847143,0.003607041,0.08668865,0.005721455,0.248525,0.0002322879],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828462,0.0003814802,0.001730815,0.0003888043,0.00003108671,0.0002801927,0.00004153519,0.00003807959,0.01426186],"genre_scores_gemma":[0.97516,0.0005809292,0.01160389,0.0001080611,0.00001322133,0.0003055215,0.00004897013,0.00001288034,0.01216648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004750432,"threshold_uncertainty_score":0.0157243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04956538587138688,"score_gpt":0.419760394846502,"score_spread":0.3701950089751151,"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."}}