{"id":"W4239715253","doi":"10.31227/osf.io/ed7f5","title":"PELAKSANAAN SUPERVISI AKADEMIK PENGAWAS SEKOLAH SEBAGAI UPAYA PENINGKATAN PROFESIONALISME GURU","year":2019,"lang":"id","type":"preprint","venue":"","topic":"School Leadership and Teacher Performance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Humanities; Psychology; Art","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.005735445,0.001531861,0.001719685,0.0004464153,0.001814754,0.0009587653,0.004264877,0.002720749,0.02097472],"category_scores_gemma":[0.0005823073,0.001446067,0.001039998,0.001117381,0.0009654469,0.001436446,0.001884376,0.006314619,0.01462112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008799437,"about_ca_system_score_gemma":0.003028442,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007661267,"about_ca_topic_score_gemma":0.003253801,"domain_scores_codex":[0.9878809,0.001982422,0.001681171,0.002748044,0.003174786,0.002532662],"domain_scores_gemma":[0.9942588,0.000815701,0.0008545368,0.002307921,0.0006438178,0.00111928],"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":[0.0002683542,0.0007369784,0.738066,0.001753884,0.0008078531,0.00007741182,0.1829654,0.0003309057,0.0002345093,0.02533395,0.0444748,0.004949986],"study_design_scores_gemma":[0.003881243,0.00062389,0.2555926,0.002953166,0.001070364,0.00005529335,0.3089156,0.005227272,0.000806322,0.005102231,0.4072658,0.008506148],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4891732,0.002301309,0.0002846071,0.02692891,0.01008697,0.003530266,0.0001217686,0.0008549688,0.466718],"genre_scores_gemma":[0.8078512,0.001167846,0.001060239,0.001143569,0.003172874,0.0001276005,0.0003917359,0.0001623355,0.1849226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4824733,"threshold_uncertainty_score":0.999743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07967347889408305,"score_gpt":0.3354074982101767,"score_spread":0.2557340193160936,"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."}}