{"id":"W3123568036","doi":"","title":"College Curriculum, Diverging Selectivity, and Enrollment Expansion","year":2016,"lang":"en","type":"article","venue":"RePEc: Research Papers in Economics","topic":"Higher Education Research Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Stylized fact; Earnings; Curriculum; Competition (biology); Context (archaeology); Higher education; Economics; Mathematics education; Demographic economics; Psychology; Economic growth; Accounting; Macroeconomics","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":[0.00277759,0.00009862694,0.000174798,0.0002807866,0.0008288673,0.00006982914,0.0002531,0.00007829114,0.0001942063],"category_scores_gemma":[0.001314127,0.00007839755,0.00003409335,0.0002910351,0.0007222655,0.0002566078,0.0003031311,0.0002060105,0.00002249921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00103475,"about_ca_system_score_gemma":0.0005083106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007658891,"about_ca_topic_score_gemma":0.003094567,"domain_scores_codex":[0.9976835,0.0005657038,0.0001931917,0.0004146589,0.000403271,0.0007396773],"domain_scores_gemma":[0.9982306,0.001128138,0.00004102721,0.0002094539,0.0001501512,0.0002406293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004224315,0.0002843863,0.4953342,0.00002714535,0.00005643905,0.0000197471,0.008295076,0.000009523357,0.00134035,0.01851787,0.00227915,0.4737939],"study_design_scores_gemma":[0.002092112,0.0002621291,0.3022104,0.0002444728,0.000005915269,0.000003853979,0.03134757,0.0001351525,0.0006593448,0.007529853,0.6548609,0.0006482301],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8881971,0.0001151622,0.000001631524,0.006282931,0.0001493016,0.0004507888,0.00001031757,0.00003162774,0.1047612],"genre_scores_gemma":[0.9794623,0.01212682,0.0001266925,0.00003488313,0.0001537301,0.0001331568,5.2491e-7,0.00001165364,0.007950274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6525818,"threshold_uncertainty_score":0.6375061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02359196841015086,"score_gpt":0.3661016487074422,"score_spread":0.3425096802972913,"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."}}