{"id":"W4390711254","doi":"10.33373/dms.v12i3.5630","title":"PERSEPSI GURU TERHADAP KEPEMIMPINAN TRANSFORMASI SEKOLAH DAN KEMANJURAN KOLEKTIF GURU SEBAGAI PREDIKTOR ATAS KUALITAS PENGAJARAN DI KOTA BATAM","year":2023,"lang":"id","type":"article","venue":"JURNAL DIMENSI","topic":"Education and Islamic Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Mathematics; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004366174,0.0007481324,0.0005935811,0.00101459,0.001484848,0.003108116,0.0006812282,0.000573416,0.03168038],"category_scores_gemma":[0.01263649,0.0004066343,0.001009948,0.001257574,0.001871541,0.001491918,0.002410494,0.001985485,0.003647704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002178616,"about_ca_system_score_gemma":0.005617534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01026683,"about_ca_topic_score_gemma":0.01699136,"domain_scores_codex":[0.9968117,0.001053096,0.000274065,0.0004133409,0.001035002,0.0004128809],"domain_scores_gemma":[0.987571,0.006717224,0.001604044,0.00091869,0.002288075,0.000900976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001059154,0.0007813535,0.6598657,0.001933939,0.0007080091,0.00122375,0.02296468,0.001767256,0.01184707,0.02687674,0.01980899,0.2511632],"study_design_scores_gemma":[0.00008535739,0.0007175937,0.8706285,0.0007204514,0.000406866,0.0006528461,0.03355621,0.001786056,0.01027395,0.01255804,0.06848428,0.0001298595],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8427615,0.002288925,0.01345364,0.006027029,0.0004117191,0.0007869583,0.002923839,0.0002634761,0.131083],"genre_scores_gemma":[0.9455832,0.001130841,0.006183244,0.000715869,0.00006982992,0.0004693143,0.0009457733,0.00008524856,0.04481665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03168038,"threshold_uncertainty_score":0.1059814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04054033964971387,"score_gpt":0.3306819356322688,"score_spread":0.2901415959825549,"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."}}