{"id":"W2143041891","doi":"10.3386/w16359","title":"The Effects of College Counseling on High-Achieving, Low-Income Students","year":2010,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Higher Education Research Studies","field":"Social Sciences","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"York University; Jack Kent Cooke Foundation; Andrew W. Mellon Foundation","keywords":"Low income; Psychology; Medical education; Mathematics education; Demographic economics; Economics; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.003147712,0.0004283111,0.0007573427,0.0004886294,0.0007908183,0.0005193071,0.0006335688,0.001073955,0.004811147],"category_scores_gemma":[0.01634281,0.0003262435,0.0008800103,0.000363115,0.0007696016,0.0004593762,0.0003509386,0.000997112,0.0002441665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005575144,"about_ca_system_score_gemma":0.001375721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002563998,"about_ca_topic_score_gemma":0.003778246,"domain_scores_codex":[0.9958935,0.003119277,0.0002268956,0.0002525719,0.0002683051,0.0002394907],"domain_scores_gemma":[0.9870462,0.009186218,0.001665904,0.0004749973,0.0002814698,0.001345224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.5286552,0.2003412,0.0202927,0.002055322,0.00153235,0.0001767084,0.0007551674,0.001357455,0.002649697,0.0004179652,0.001130667,0.2406355],"study_design_scores_gemma":[0.1886778,0.7586005,0.04628588,0.0001939868,0.001092133,0.00007395251,0.000328036,0.001499034,0.001797876,0.0003542953,0.001062628,0.00003376989],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963899,0.0006583162,0.0001617649,0.0002495781,0.00009536694,0.001406516,0.00005780978,0.00002424376,0.0009564402],"genre_scores_gemma":[0.9971892,0.0005175503,0.0007337662,0.0001865019,0.00008968588,0.0008667468,0.0000353163,0.000003135986,0.0003780916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004811147,"threshold_uncertainty_score":0.01664686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1401779418784371,"score_gpt":0.5684846869003854,"score_spread":0.4283067450219483,"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."}}