{"id":"W2343671910","doi":"10.2139/ssrn.2774503","title":"Education Curriculum and Student Achievement: Theory and Evidence","year":2016,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"School Choice and Performance","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Mathematics education; Curriculum; Student achievement; Pedagogy; Psychology; Academic achievement; Political science","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":[0.01105023,0.0008764225,0.001523812,0.005758371,0.001007416,0.005511989,0.00209353,0.002349243,0.01052472],"category_scores_gemma":[0.05590938,0.0005735119,0.001442636,0.006005779,0.004579245,0.002776957,0.002757333,0.00279415,0.0007429637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002562411,"about_ca_system_score_gemma":0.003399373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01882987,"about_ca_topic_score_gemma":0.01590446,"domain_scores_codex":[0.9937643,0.003036002,0.0003870295,0.0009864524,0.001208148,0.0006180542],"domain_scores_gemma":[0.8572032,0.1166076,0.01720907,0.002244933,0.003922571,0.00281267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008975013,0.002703284,0.9056127,0.001467915,0.002859103,0.000183776,0.001038322,0.0009505289,0.0001016485,0.01554952,0.001144134,0.06749154],"study_design_scores_gemma":[0.0004058855,0.001074583,0.960819,0.002825893,0.003690705,0.0002106793,0.002681941,0.001718611,0.000498571,0.01992303,0.006095905,0.00005522067],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8588743,0.1062189,0.001706843,0.007834152,0.0002500917,0.00008533565,0.0007478374,0.00003089933,0.02425163],"genre_scores_gemma":[0.9771442,0.02047023,0.0005305177,0.0005380133,0.0002045502,0.00003170692,0.0002879594,0.00001123836,0.0007816275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01882987,"threshold_uncertainty_score":0.05843985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01078242575906178,"score_gpt":0.3306628689067597,"score_spread":0.3198804431476979,"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."}}