{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039769,0.0000620099,0.00006200611,0.00004560046,0.0004795554,0.0000848587,0.0001428371,0.00003456228,0.00003560257],"category_scores_gemma":[0.0002125396,0.00003966522,0.00001813883,0.00007886391,0.0001038909,0.0006178964,0.00002557795,0.0003177875,0.00001462517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003223096,"about_ca_system_score_gemma":0.001560863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000175764,"about_ca_topic_score_gemma":0.002706171,"domain_scores_codex":[0.9985825,0.000216106,0.0001067676,0.0001157319,0.0002287269,0.0007502133],"domain_scores_gemma":[0.9995787,0.0001307062,0.00007537362,0.00006089976,0.00005989463,0.00009442473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000188042,0.00004682031,0.301621,0.000003388186,0.00002320442,1.923132e-7,0.001885511,4.320759e-8,0.0001773964,0.4898354,0.0001209673,0.2062672],"study_design_scores_gemma":[0.0007077234,0.0004404105,0.2120844,0.0004610276,0.00006818249,0.00008679213,0.04963227,9.268982e-7,0.00005645558,0.7019345,0.0341995,0.000327826],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9713603,0.02158113,0.0003393175,0.005683198,0.0001965484,0.00007852945,1.546212e-7,0.00001122574,0.0007496332],"genre_scores_gemma":[0.9130966,0.08300959,0.00001319862,0.0001587812,0.00061178,0.000004769254,5.652578e-8,0.000003837532,0.003101381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2120991,"threshold_uncertainty_score":0.3688401,"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."}}