{"id":"W7095733045","doi":"","title":"Canadian Higher Education Report Series Global Debt Patterns An International Comparison of Student Loan Burdens and","year":2005,"lang":"en","type":"article","venue":"","topic":"Higher Education Research Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Higher education; Student loan; Debt; Student debt; Series (stratigraphy); Trend analysis","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":[0.0008882123,0.0003306797,0.0003007755,0.006070458,0.002143933,0.001933903,0.000646616,0.000372996,0.009742303],"category_scores_gemma":[0.003831177,0.0002273458,0.0003334361,0.02057158,0.0004660693,0.0007404806,0.000926497,0.0006588911,0.0009877952],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02023011,"about_ca_system_score_gemma":0.03015885,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9869007,"about_ca_topic_score_gemma":0.9950895,"domain_scores_codex":[0.9990982,0.00003804428,0.00004770798,0.00006766168,0.0004690918,0.0002792426],"domain_scores_gemma":[0.9944019,0.0001851391,0.000729245,0.0001591928,0.003556563,0.0009679676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000257415,0.00005595114,0.7983568,0.000150596,0.00008144872,0.0001590601,0.002203865,0.0006601542,0.0002275995,0.00376081,0.1592804,0.0348058],"study_design_scores_gemma":[0.0000054744,0.000008085293,0.9792743,0.00002284022,0.00001011705,0.00003766052,0.0009218953,0.00007891053,0.00006837856,0.00007725514,0.01948382,0.00001124344],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6562538,0.002832223,0.0002617532,0.008409295,0.0001554628,0.0001189521,0.2306867,0.0001678163,0.1011141],"genre_scores_gemma":[0.8955437,0.002982891,0.000411469,0.0005683608,0.0000659137,0.00004497625,0.06272279,0.0000636706,0.03759629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9797699,"threshold_uncertainty_score":0.1467804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03987728712319957,"score_gpt":0.461696383195688,"score_spread":0.4218190960724884,"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."}}