{"id":"W4319987303","doi":"10.21608/jyse.2023.281933","title":"الإدارة الذاتیة للمدرسة فی فنلندا وإمكانیة الإفادة منها فی مصر","year":2023,"lang":"ar","type":"article","venue":"مجلة شباب الباحثين في العلوم التربوية لكلية التربية جامعة سوهاج","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Turun Yliopisto; Brock University; Opetus- ja Kulttuuriministeriö","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.007696004,0.003014681,0.003247578,0.002214193,0.004936127,0.001821933,0.004700304,0.002277643,0.0110702],"category_scores_gemma":[0.00360688,0.003142533,0.002116177,0.01006367,0.004046449,0.002034655,0.001511848,0.003711366,0.05916695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001909697,"about_ca_system_score_gemma":0.002864014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005230723,"about_ca_topic_score_gemma":0.004573538,"domain_scores_codex":[0.9767317,0.003560328,0.003556666,0.004508967,0.004969768,0.006672536],"domain_scores_gemma":[0.9875528,0.002946439,0.001808725,0.003601907,0.001367942,0.002722218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005304859,0.002021745,0.02701321,0.0007600214,0.001725102,0.0003669038,0.3363706,0.0001872065,0.0007205941,0.01643193,0.5900856,0.02378657],"study_design_scores_gemma":[0.002724906,0.0005230213,0.04510044,0.0006764705,0.0007340753,0.00003721166,0.2638867,0.0003427,0.0004149009,0.002696909,0.6792502,0.003612506],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3622352,0.02145351,0.0003377729,0.3526303,0.04366785,0.007242807,0.001181114,0.009518187,0.2017332],"genre_scores_gemma":[0.8259259,0.006454346,0.0007040276,0.005300362,0.009713088,0.0007102042,0.0004116876,0.000608341,0.150172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4636907,"threshold_uncertainty_score":0.9992143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3831671036402358,"score_gpt":0.4761571812996424,"score_spread":0.09299007765940659,"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."}}