{"id":"W2215668497","doi":"10.1353/jhr.2014.0019","title":"When Opportunity Knocks, Who Answers? New Evidence on College Achievement Awards","year":2010,"lang":"en","type":"article","venue":"The Journal of Human Resources","topic":"Higher Education Research Studies","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Spencer Foundation","keywords":"Academic achievement; Psychology; Mathematics education","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":[0.03495197,0.0004493564,0.001478191,0.002641728,0.001514839,0.003489377,0.003079724,0.002167562,0.03231331],"category_scores_gemma":[0.1797151,0.0005260843,0.001125313,0.004042028,0.00455638,0.003558192,0.003552118,0.002902359,0.001753722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0022358,"about_ca_system_score_gemma":0.005362533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05326173,"about_ca_topic_score_gemma":0.07778553,"domain_scores_codex":[0.9751232,0.01554374,0.001293761,0.002361269,0.00424858,0.00142933],"domain_scores_gemma":[0.6398972,0.2948066,0.03465452,0.01126587,0.01244957,0.006926176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01894562,0.005889738,0.2778552,0.01704956,0.004631716,0.0003609854,0.01321253,0.0006935509,0.0007198382,0.02206577,0.01665702,0.6219184],"study_design_scores_gemma":[0.002510624,0.003522127,0.8781939,0.01307131,0.006079649,0.0001509034,0.009487373,0.0004579772,0.0006115204,0.009801188,0.07593533,0.0001781597],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7305053,0.127991,0.001863031,0.0506177,0.001510159,0.0002481077,0.003022935,0.00005271305,0.08418894],"genre_scores_gemma":[0.9592947,0.02971994,0.001025756,0.005444872,0.0008483945,0.0001050359,0.0008863803,0.00004204173,0.002632835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05326173,"threshold_uncertainty_score":0.1848459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08663788105693877,"score_gpt":0.4067874687913473,"score_spread":0.3201495877344085,"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."}}