{"id":"W1561551670","doi":"10.2139/ssrn.2597997","title":"College Expansion and Curriculum Choice","year":2015,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"School Choice and Performance","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Curriculum; Mathematics education; Political science; Sociology; Psychology; Pedagogy","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":[0.001940376,0.0001725885,0.0003506418,0.00154373,0.001104457,0.002306539,0.0005621965,0.001264818,0.04462563],"category_scores_gemma":[0.007763451,0.000179341,0.0004394766,0.001488565,0.001038735,0.001112965,0.002274218,0.001711319,0.001647773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001323315,"about_ca_system_score_gemma":0.001528564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01359287,"about_ca_topic_score_gemma":0.02995236,"domain_scores_codex":[0.9988742,0.0004349598,0.00003578229,0.00007764933,0.000168218,0.0004090266],"domain_scores_gemma":[0.9798298,0.00584658,0.001990258,0.0004542378,0.0005796309,0.01129956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001646298,0.00273168,0.9579948,0.00002338552,0.00008084884,0.0003173576,0.001078782,0.0008713652,0.0009914346,0.008390542,0.002642185,0.02323131],"study_design_scores_gemma":[0.00009035838,0.0002813524,0.9856414,0.00002747875,0.00002989283,0.00009568024,0.003354395,0.001151579,0.0002675331,0.004108989,0.004936097,0.00001521936],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873651,0.0001553651,0.00007522752,0.000515285,0.000007271501,0.0000109059,0.00009490705,0.000006966348,0.01176906],"genre_scores_gemma":[0.9941825,0.00005339302,0.00003108005,0.0000661878,0.00001600664,0.000005189363,0.0001168399,0.000003502967,0.005525374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04462563,"threshold_uncertainty_score":0.1492876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01842800813602368,"score_gpt":0.3036222178413973,"score_spread":0.2851942097053736,"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."}}