{"id":"W4324116214","doi":"10.37653/juah.2016.144862","title":"فاعلیة استراتیجیة التعلم المستند إلى جانبی الدماغ فی تحصیل طالبات الصف الخامس علمی فی مادة الریاضیات","year":2016,"lang":"ar","type":"article","venue":"Maǧallaẗ ǧāmiʻaẗ al-Anbār li-l-ʻulūm al-insāniyyaẗ/Maǧallaẗ ǧāmiʻaẗ al-anbār li-l-ʻulūm al-insāniyyaẗ","topic":"Language Acquisition and Education","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Paragraph; Test (biology); Mathematics education; Psychology; Achievement test; Sample (material); Lottery; Quarter (Canadian coin); Flexibility (engineering); Statistics; Mathematics; Computer science; Geography; Standardized test","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","metaepi_broad","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.01349063,0.0172173,0.01503542,0.01018938,0.008085265,0.00637036,0.01772684,0.01034243,0.09365207],"category_scores_gemma":[0.005048891,0.01645383,0.009909918,0.01289052,0.007826821,0.008338845,0.00747345,0.01203121,0.127234],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.009321563,"about_ca_system_score_gemma":0.006610333,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007844795,"about_ca_topic_score_gemma":0.005437823,"domain_scores_codex":[0.9147198,0.01088652,0.01832675,0.02144628,0.01308079,0.02153988],"domain_scores_gemma":[0.9396404,0.006805587,0.01047849,0.02432541,0.006633361,0.01211676],"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":[0.006698421,0.01470225,0.01506548,0.001920728,0.01077581,0.006881918,0.02054015,0.0004598001,0.03089808,0.01146581,0.8155377,0.06505384],"study_design_scores_gemma":[0.03142847,0.0052815,0.02105264,0.005950896,0.004851869,0.004277015,0.01058256,0.002204792,0.008535621,0.003703932,0.8807416,0.02138911],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.420992,0.04275815,0.008070472,0.2357903,0.07394462,0.02532901,0.01048469,0.01501719,0.1676135],"genre_scores_gemma":[0.7325171,0.02091495,0.005658347,0.11484,0.01571813,0.004208265,0.005697364,0.006240179,0.09420562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.311525,"threshold_uncertainty_score":0.9995874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02167249550007058,"score_gpt":0.3298902232977334,"score_spread":0.3082177277976629,"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."}}