{"id":"W3013466856","doi":"10.21608/deu.2019.77819","title":"تطبیق الادارة الذاتیة فی المدرسة الیمنیة فی ضوء أفضل الممارسات المعاصرة \"تصور مقترح\"","year":2019,"lang":"ar","type":"article","venue":"دراسات فى التعلیم الجامعى","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002901842,0.001600312,0.001875892,0.0006484378,0.001810858,0.0008860907,0.002567397,0.001292017,0.01822199],"category_scores_gemma":[0.0009518687,0.001626965,0.001064187,0.002544127,0.001872786,0.001282001,0.0006094063,0.002221725,0.05916503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00104081,"about_ca_system_score_gemma":0.001572084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005839196,"about_ca_topic_score_gemma":0.002174638,"domain_scores_codex":[0.9879011,0.001768074,0.001805852,0.002578312,0.002616838,0.003329845],"domain_scores_gemma":[0.9935521,0.001118515,0.001037179,0.002200901,0.000749309,0.001342005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003093012,0.002328195,0.1467451,0.0007040728,0.001219082,0.00006127604,0.585613,0.00008877612,0.001190478,0.02676751,0.2195358,0.01543751],"study_design_scores_gemma":[0.002140036,0.0004899967,0.04231552,0.0004302766,0.0003441125,0.0000155199,0.2486095,0.00009384991,0.000357544,0.001250689,0.701727,0.002225989],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5554704,0.01100123,0.00004331642,0.1046988,0.01932381,0.003088797,0.0001757372,0.00119948,0.3049984],"genre_scores_gemma":[0.847162,0.001367366,0.0005614846,0.005676437,0.004650248,0.0001602996,0.00007753135,0.0002327554,0.1401119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4821912,"threshold_uncertainty_score":0.9996744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1696923058311091,"score_gpt":0.4168960431685662,"score_spread":0.2472037373374572,"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."}}