{"id":"W1952962657","doi":"","title":"Dört Uluslararası Bölgede Matematik Alanında Cinsiyete Göre Farklı İşleyen Maddeler","year":2014,"lang":"tr","type":"article","venue":"EĞİTİM VE BİLİM","topic":"Education, Achievement, and Giftedness","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychology; China; Jurisdiction; Scale (ratio); Differential item functioning; Demography; Social psychology; Geography; Political science; Sociology; Item response theory; Developmental psychology; Cartography; Psychometrics; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002577828,0.001534245,0.001693646,0.0007685937,0.0009466544,0.0005753781,0.001837724,0.001239816,0.01467142],"category_scores_gemma":[0.0003703547,0.001529151,0.0006346059,0.001200384,0.0005848497,0.000607505,0.0003665977,0.001418806,0.01844167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003086028,"about_ca_system_score_gemma":0.0003620939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00119134,"about_ca_topic_score_gemma":0.0004212209,"domain_scores_codex":[0.9904884,0.001497035,0.002145112,0.002304936,0.001173901,0.002390648],"domain_scores_gemma":[0.9936073,0.0006821977,0.001214566,0.003036454,0.0005785263,0.0008809812],"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":[0.0005972851,0.00321583,0.2008146,0.001605281,0.001835157,0.000087657,0.02941684,0.00003001921,0.00232736,0.06335464,0.6849142,0.01180119],"study_design_scores_gemma":[0.004972899,0.001010331,0.2639512,0.0008055066,0.0007587312,0.0001081452,0.007302547,0.0003894454,0.001122026,0.006279557,0.7105929,0.002706679],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7091247,0.003671304,0.001280606,0.009064979,0.01808573,0.002414929,0.0004390807,0.0006552113,0.2552634],"genre_scores_gemma":[0.9115643,0.0005179539,0.0007575703,0.005111784,0.004503294,0.0003548822,0.0006675782,0.0003731851,0.07614943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2024396,"threshold_uncertainty_score":0.9997406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02623774401743584,"score_gpt":0.3280471819469722,"score_spread":0.3018094379295364,"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."}}