{"id":"W3124711457","doi":"","title":"Education Curriculum and Student Achievement: Theory and Evidence","year":2016,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"School Choice and Performance","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Curriculum; Natural experiment; Student achievement; Mathematics education; Test (biology); Contrast (vision); Empirical evidence; Curriculum theory; Psychology; Academic achievement; Political science; Pedagogy; Curriculum development; Computer science; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.00618754,0.0001476153,0.0002107708,0.0002189141,0.0003938158,0.0002752862,0.0004619411,0.0002291182,0.0000696232],"category_scores_gemma":[0.0009711803,0.0001323771,0.00003647056,0.0000712624,0.0005522057,0.0003159857,0.0007582757,0.0006830319,0.000009647928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005112486,"about_ca_system_score_gemma":0.001084739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004717824,"about_ca_topic_score_gemma":0.002081394,"domain_scores_codex":[0.9976817,0.0007250942,0.0002735829,0.0005744415,0.0002902799,0.0004548833],"domain_scores_gemma":[0.998283,0.0009039047,0.000115401,0.0003866231,0.0001061248,0.0002049668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004378546,0.0001302308,0.4965274,0.0001549964,0.00003104822,0.000001671491,0.0061962,0.000008305889,0.00002146413,0.0155697,0.0001247183,0.4811905],"study_design_scores_gemma":[0.0007439039,0.0001920244,0.7205843,0.004352803,0.00003237444,0.000003966886,0.04227794,0.0001043499,0.00004812466,0.0716015,0.158987,0.001071704],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9438109,0.00304481,9.766488e-7,0.002125981,0.0004734934,0.000582681,0.000005281252,0.00001770373,0.04993822],"genre_scores_gemma":[0.8603545,0.1348905,0.00006095614,0.000124001,0.0007139863,0.0001927632,0.000002586212,0.00001407291,0.00364656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4801188,"threshold_uncertainty_score":0.5398182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04017117672663745,"score_gpt":0.4063721357242161,"score_spread":0.3662009589975787,"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."}}