{"id":"W4417180469","doi":"10.47945/transformasi.v9i1.1616","title":"EVALUASI PROFESIONAL GURU MATA PELAJARAN PENDIDIKAN AGAMA ISLAM YANG TELAH TERSERTIFIKASI DI KABUPATEN MANOKWARI","year":2025,"lang":"","type":"article","venue":"Transformasi Jurnal Kepemimpinan & Pendidikan Islam","topic":"Education Systems and Policies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Certification; Islam; Documentation; Enthusiasm; Religious education; Islamic education; Qualitative analysis; Data collection","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":[0.003879669,0.0002639007,0.0002109746,0.0008857433,0.001349219,0.001845373,0.0002232994,0.0002428977,0.005791078],"category_scores_gemma":[0.004546696,0.0001245209,0.0001372109,0.0006434381,0.0006465504,0.001215542,0.0007341761,0.0005887718,0.0006867269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001181023,"about_ca_system_score_gemma":0.002413121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002020746,"about_ca_topic_score_gemma":0.004988043,"domain_scores_codex":[0.9985304,0.0006476789,0.00008005072,0.000104185,0.0004734043,0.0001642642],"domain_scores_gemma":[0.9970115,0.00096232,0.0003827946,0.0001515984,0.001144257,0.0003474823],"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":[0.0005610096,0.001385224,0.3826776,0.0008979532,0.00007185992,0.001153494,0.08727915,0.0009360702,0.006198761,0.008955687,0.01122979,0.4986534],"study_design_scores_gemma":[0.00004027601,0.001611589,0.6534837,0.0008093796,0.0001147739,0.0007126245,0.239693,0.001200706,0.008499883,0.002693577,0.0910499,0.00009059269],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768325,0.0008572396,0.0009969221,0.0007991053,0.00005608406,0.0001744034,0.000105447,0.00002357585,0.02015459],"genre_scores_gemma":[0.9909459,0.0008991851,0.001512009,0.00009109903,0.0000201922,0.000102271,0.00009019652,0.00000585455,0.006333283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005791078,"threshold_uncertainty_score":0.02051789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02013899333845496,"score_gpt":0.2826484880224976,"score_spread":0.2625094946840427,"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."}}