{"id":"W1591095073","doi":"","title":"Merit-Aid and the Distribution of Entering Students Across Ontario University","year":2010,"lang":"en","type":"preprint","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":"","funders":"","keywords":"Demographic economics; Distribution (mathematics); Value (mathematics); Economics; Political science; Labour economics; Mathematics education; Psychology; Statistics; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007823332,0.0001281593,0.0003305732,0.001712266,0.001911476,0.001745981,0.000663965,0.0003007904,0.005226268],"category_scores_gemma":[0.005022775,0.0001784725,0.0002641653,0.003721047,0.001271707,0.0004455782,0.001351018,0.0004788408,0.0006983878],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01503133,"about_ca_system_score_gemma":0.01221046,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.923277,"about_ca_topic_score_gemma":0.9754393,"domain_scores_codex":[0.9988409,0.00008486117,0.00005601861,0.0001293067,0.0003736214,0.0005154004],"domain_scores_gemma":[0.9919952,0.0006528602,0.002598119,0.0002377563,0.001574512,0.002941555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000825864,0.00002772433,0.990198,0.00001845875,0.00002241977,0.00006259577,0.001836435,0.0002442648,0.0002038998,0.0006480183,0.001637508,0.005018035],"study_design_scores_gemma":[0.000004661852,0.00001086863,0.9971741,0.000007537821,0.000005091219,0.00001498146,0.001201218,0.0001487729,0.00004965316,0.00008408449,0.00129285,0.000006084256],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941825,0.0001237936,0.00005865435,0.000419806,0.000005579036,0.000009621028,0.001696286,0.000006869337,0.003496841],"genre_scores_gemma":[0.9951922,0.00009301952,0.00003258331,0.00002216553,0.000003928523,0.000004389774,0.0006360193,0.000003103763,0.004012579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9849687,"threshold_uncertainty_score":0.1543496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03204269558446102,"score_gpt":0.392949869512599,"score_spread":0.360907173928138,"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."}}