{"id":"W2215145238","doi":"10.1007/0-306-47642-8_17","title":"Analyzing Gender Differences for High-achieving Students on Timss","year":2005,"lang":"en","type":"book-chapter","venue":"Kluwer Academic Publishers eBooks","topic":"Physical Education and Pedagogy","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mathematics education; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009431037,0.0002596952,0.0004030577,0.001128407,0.0008128564,0.0008625318,0.0006307596,0.0003400257,0.01268687],"category_scores_gemma":[0.002883998,0.0001817978,0.000678014,0.001456602,0.0002901581,0.0004589543,0.000941338,0.0006857805,0.0017386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005977543,"about_ca_system_score_gemma":0.0008059899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01841869,"about_ca_topic_score_gemma":0.03724807,"domain_scores_codex":[0.99935,0.0001233981,0.00003895391,0.00006523727,0.0001890043,0.0002332868],"domain_scores_gemma":[0.9980944,0.0006510232,0.0003466074,0.0001083458,0.0003116248,0.0004880093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005196091,0.000342957,0.9599668,0.00003363686,0.0000751169,0.0001587152,0.003616009,0.00008112567,0.001221375,0.0006390796,0.001548645,0.03179696],"study_design_scores_gemma":[0.000003462474,0.0001771173,0.9957284,0.0000100878,0.00001605994,0.00003486426,0.002994135,0.000060661,0.0001973327,0.0001061164,0.0006681925,0.000003587475],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941097,0.0002053543,0.0001443064,0.00008780017,0.00002049791,0.00001515834,0.0007331506,0.000006242263,0.004677797],"genre_scores_gemma":[0.9937031,0.0001072858,0.0001611471,0.0000192377,0.000009142698,0.00003078289,0.0005424862,0.0000104896,0.005416382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01841869,"threshold_uncertainty_score":0.04244184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.167072624937444,"score_gpt":0.4565244989063714,"score_spread":0.2894518739689274,"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."}}