{"id":"W2070344669","doi":"10.1080/00220670009598739","title":"A Longitudinal Assessment of Antecedent Course Work in Mathematics and Subsequent Mathematical Attainment","year":2000,"lang":"en","type":"article","venue":"The Journal of Educational Research","topic":"School Choice and Performance","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Mathematics education; Antecedent (behavioral psychology); Work (physics); Mathematics; Socioeconomic status; Longitudinal study; Psychology; Developmental psychology; Medicine; Statistics; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008031554,0.00005212937,0.0001409936,0.0001096464,0.0002069827,0.00004003277,0.0003264929,0.00003395764,0.003824265],"category_scores_gemma":[0.0004185472,0.00003419194,0.00003321301,0.0004164369,0.0004103019,0.000135822,0.00002662934,0.0003786042,0.00002146127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002104359,"about_ca_system_score_gemma":0.001217442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001278402,"about_ca_topic_score_gemma":0.0001879226,"domain_scores_codex":[0.9977136,0.000304688,0.0003808113,0.0000577788,0.001309693,0.0002334385],"domain_scores_gemma":[0.9970973,0.002240586,0.0001177716,0.0001195573,0.0003117023,0.0001131246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004199662,0.004008049,0.8077512,0.000228593,0.0001477502,0.000009205019,0.05659974,0.0005735191,0.0004156808,0.1120319,0.01163515,0.006179176],"study_design_scores_gemma":[0.0003967413,0.000198959,0.9551134,0.0005618113,0.00002647674,0.00004154442,0.01356802,0.0001886921,0.00004947852,0.02784327,0.001923302,0.00008827899],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9720535,0.0005518781,0.000009557206,0.01790155,0.00004138344,0.0001456969,8.702511e-7,5.677408e-7,0.009294998],"genre_scores_gemma":[0.9954175,0.001637599,0.001002272,0.00001650803,0.0002515695,0.000006503336,2.739804e-7,0.000004052191,0.00166371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1473622,"threshold_uncertainty_score":0.9970863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1563507134092361,"score_gpt":0.5084356208079852,"score_spread":0.3520849073987491,"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."}}