{"id":"W1497482797","doi":"","title":"Is Debt Relief as Good as Liquidity? The Impact of Prospective Student Debt on Post-Secondary Attendance among Low-Income Youth","year":2011,"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":"Attendance; Market liquidity; Debt; Regression discontinuity design; Demographic economics; Student debt; Economics; Business; Monetary economics; Finance; Economic growth; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005873849,0.0005325186,0.0009182804,0.0006588412,0.001031072,0.0003235897,0.002761897,0.000558092,0.001170976],"category_scores_gemma":[0.002562095,0.000424628,0.0005828274,0.0004405579,0.00312912,0.0002752222,0.002128756,0.00346491,0.0001542785],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004117034,"about_ca_system_score_gemma":0.007047996,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04768298,"about_ca_topic_score_gemma":0.008884211,"domain_scores_codex":[0.9932215,0.0014687,0.0009535644,0.001419747,0.001379564,0.001556957],"domain_scores_gemma":[0.9944184,0.001588823,0.0005683831,0.001766202,0.001149189,0.0005090242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008006797,0.00180933,0.7017161,0.0002309471,0.001472989,0.00004188496,0.2792194,0.0006098527,0.00004230797,0.005241512,0.000479389,0.008335656],"study_design_scores_gemma":[0.0006463315,0.001148741,0.9339451,0.0005724016,0.00002398686,0.000001415523,0.0549435,0.00001902728,0.0004120177,0.007080049,0.0006075103,0.0005999227],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7336915,0.0002564008,8.078953e-8,0.001172202,0.0003904871,0.002255786,0.0001853214,0.00003962601,0.2620087],"genre_scores_gemma":[0.9805594,0.01062014,0.00003012067,0.0001177814,0.0004352184,0.000707711,0.00002397391,0.00007767792,0.007427961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2545807,"threshold_uncertainty_score":0.9998205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03278741063051324,"score_gpt":0.3994584636752135,"score_spread":0.3666710530447003,"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."}}