{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008166574,0.0009088633,0.001750923,0.005357248,0.0006129389,0.003524723,0.001817177,0.002225507,0.01478041],"category_scores_gemma":[0.03709086,0.0004144099,0.00108214,0.005659468,0.004737976,0.002785243,0.00232446,0.001919234,0.001575864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00184162,"about_ca_system_score_gemma":0.0009380177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004667282,"about_ca_topic_score_gemma":0.001757241,"domain_scores_codex":[0.9939989,0.00264318,0.0003525504,0.001407121,0.001230924,0.0003674013],"domain_scores_gemma":[0.8451663,0.1273624,0.01902377,0.003813079,0.003279488,0.001355041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001536188,0.002271829,0.6243878,0.003640568,0.003809721,0.0004927453,0.001233083,0.01465779,0.0003405475,0.1444515,0.006271538,0.1969068],"study_design_scores_gemma":[0.0007290573,0.001683985,0.7494302,0.0028281,0.003021988,0.0003921147,0.002397399,0.01709443,0.001577176,0.1944606,0.02622291,0.000162106],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.7729444,0.1055321,0.02156374,0.02375215,0.0004494624,0.00016282,0.002734176,0.000199458,0.0726616],"genre_scores_gemma":[0.9800488,0.01560766,0.001164312,0.001059306,0.0003866463,0.00004982613,0.000644353,0.00002585377,0.001013233],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01478041,"threshold_uncertainty_score":0.04944539,"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."}}