{"id":"W2768935491","doi":"10.55504/0884-9153.1168","title":"Students' Attitudes Toward Debt-A Study of Atkinson Faculty of Liberal and Professional Studies, York University, and Ryerson University","year":2001,"lang":"en","type":"article","venue":"Journal of Student Financial Aid","topic":"Higher Education Research Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; York University","funders":"","keywords":"Debt; Higher education; Notice; Student debt; Norm (philosophy); Psychology; Sociology; Political science; Public relations; Finance; Economics; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001769018,0.0002402311,0.000436915,0.001158038,0.00344686,0.002881493,0.0005840384,0.00075122,0.003249497],"category_scores_gemma":[0.005110301,0.0004851042,0.0003465089,0.001648113,0.001589634,0.0009368726,0.001085307,0.00179743,0.0006559054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005137551,"about_ca_system_score_gemma":0.005037903,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4357527,"about_ca_topic_score_gemma":0.6290736,"domain_scores_codex":[0.9985703,0.000369018,0.00008239339,0.00009633737,0.0004922936,0.0003895232],"domain_scores_gemma":[0.9924386,0.001051407,0.001945204,0.000161283,0.001328556,0.003074959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001689786,0.0005149276,0.9291267,0.00002577244,0.00003723475,0.0001391675,0.06291644,0.00002733602,0.0005125534,0.0002766842,0.001267451,0.004986721],"study_design_scores_gemma":[0.000009192008,0.0001802464,0.9528585,0.00002532685,0.00001044888,0.0000394284,0.04487969,0.00006045165,0.0001228576,0.00002907173,0.001771526,0.00001314652],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992366,0.00005633273,0.000006378371,0.0001569172,0.000002659086,0.000004636091,0.00002781899,6.432049e-7,0.0005080493],"genre_scores_gemma":[0.998606,0.0001156524,0.00001692508,0.00009932993,0.000003731473,0.000009158511,0.0000559695,0.000001256668,0.00109216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5642474,"threshold_uncertainty_score":0.8664326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0714632560485644,"score_gpt":0.4175755763914166,"score_spread":0.3461123203428522,"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."}}