{"id":"W1999045574","doi":"10.1111/j.1949-8594.2005.tb18031.x","title":"Factors Associated With Mathematics Achievement and Participation in Advanced Mathematics Courses: An Examination of Gender Differences From an International Perspective","year":2005,"lang":"en","type":"article","venue":"School Science and Mathematics","topic":"School Choice and Performance","field":"Social Sciences","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Socioeconomic status; Perspective (graphical); Mathematics education; Academic achievement; Exploratory research; Psychology; Mathematics; Demography; Social science; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005338024,0.0001863201,0.0002250922,0.00100598,0.0003151291,0.0005267991,0.0001299959,0.0001905294,0.004077706],"category_scores_gemma":[0.002123844,0.00008374203,0.0003463994,0.0009983225,0.0003629217,0.0003660727,0.0004688614,0.0003268415,0.0002983047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001930335,"about_ca_system_score_gemma":0.0002461779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007478322,"about_ca_topic_score_gemma":0.009578963,"domain_scores_codex":[0.9997335,0.00006370213,0.00002342273,0.0000385247,0.00005867709,0.00008210511],"domain_scores_gemma":[0.9985862,0.0003399866,0.0005754991,0.00005519872,0.0001466114,0.0002965651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006095886,0.0000307516,0.9933235,0.00000837425,0.00002783734,0.0001163432,0.00108768,0.00002631247,0.0004315471,0.0001511863,0.00006423801,0.004671473],"study_design_scores_gemma":[0.000001196012,0.00004642622,0.9985179,0.000006028078,0.000008269114,0.0001268008,0.0008557705,0.00003524202,0.0000555613,0.00004930404,0.0002950263,0.000002523857],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970601,0.0002448545,0.0000842566,0.00009062115,0.000009380648,0.000003113862,0.0001240752,0.0000018978,0.002381533],"genre_scores_gemma":[0.9993693,0.0001119796,0.00005466907,0.00001758576,0.000006314243,0.000002518649,0.00009432987,0.000001892507,0.0003413116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007478322,"threshold_uncertainty_score":0.01486957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07449796656500804,"score_gpt":0.3742327679040141,"score_spread":0.2997348013390061,"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."}}