{"id":"W2754650589","doi":"","title":"Do Income‐Driven Repayment Plans Help Low‐Balance Borrowers? Examining the Options for Community College Students","year":2017,"lang":"en","type":"article","venue":"2017 APPAM Fall Research Conference","topic":"Higher Education Research Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Association of Thoracic Surgeons","funders":"","keywords":"Balance (ability); Business; Labour economics; Low income; Work (physics); Actuarial science; Economics; Public economics; Finance; Demographic economics; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002169097,0.0002667463,0.0004588027,0.0006521477,0.001669379,0.002927475,0.001138025,0.001792449,0.01039114],"category_scores_gemma":[0.01392281,0.000361917,0.0006477235,0.0005513324,0.0007260505,0.002533814,0.001695106,0.002190853,0.0007949527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001206206,"about_ca_system_score_gemma":0.003673589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02339724,"about_ca_topic_score_gemma":0.07042286,"domain_scores_codex":[0.9991326,0.0003106564,0.00004909661,0.00006056543,0.0001225523,0.0003245612],"domain_scores_gemma":[0.9946092,0.001174041,0.001351434,0.0001221494,0.000428559,0.002314669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001568148,0.01128192,0.8162232,0.0001968626,0.000214819,0.0004043413,0.009884521,0.0003972655,0.0003325345,0.002231792,0.008359152,0.1489054],"study_design_scores_gemma":[0.000632807,0.001898015,0.8896993,0.0006661127,0.0004699789,0.0002302661,0.08815367,0.002502549,0.0004685097,0.004191184,0.01100526,0.00008235626],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892488,0.0004148935,0.0000310964,0.006855956,0.00002867184,0.00004162511,0.00007708479,0.000003929077,0.003298075],"genre_scores_gemma":[0.9975384,0.0004040796,0.00009749759,0.0006808805,0.00002847784,0.00003231693,0.0000745233,0.000002196597,0.001141574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02339724,"threshold_uncertainty_score":0.04652208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2798549120318078,"score_gpt":0.525159307429559,"score_spread":0.2453043953977512,"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."}}