{"id":"W1593186032","doi":"","title":"The Making of a Policy Regime: Canada's Post-Secondary Student Finance System Since 1994","year":2012,"lang":"en","type":"article","venue":"","topic":"Social Policy and Reform Studies","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Student debt; Government (linguistics); Student loan; Policy analysis; Debt; Public administration; Education policy; Economics; Loan; Political science; Higher education; Higher education policy; Finance; Public economics; Economic growth","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":[0.003360569,0.0002193979,0.0004086498,0.002751053,0.01098285,0.00967796,0.001860999,0.001655216,0.003549214],"category_scores_gemma":[0.01367147,0.0003372379,0.000243174,0.006894975,0.004517607,0.002198365,0.002262135,0.002294269,0.0002308382],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.2225733,"about_ca_system_score_gemma":0.2478131,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9966812,"about_ca_topic_score_gemma":0.9967776,"domain_scores_codex":[0.9940081,0.0004775316,0.0001397336,0.0005798356,0.002305642,0.002489222],"domain_scores_gemma":[0.9891298,0.001281035,0.001450894,0.0003173974,0.00491156,0.002909281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002373736,0.0002023509,0.2306534,0.0003162674,0.0001168426,0.0007056406,0.03026283,0.00873886,0.001083614,0.4940259,0.09216207,0.1414948],"study_design_scores_gemma":[0.00005028904,0.00006952236,0.415297,0.0003969916,0.00007687949,0.0001340211,0.02535728,0.005495081,0.0009853313,0.01036143,0.541591,0.0001852373],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7178655,0.004682625,0.002711068,0.09031729,0.0002555113,0.0003259367,0.008490805,0.0002200423,0.1751313],"genre_scores_gemma":[0.981298,0.00122818,0.0007622633,0.001834991,0.00003060777,0.00004314317,0.001016221,0.00002207618,0.01376451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7774267,"threshold_uncertainty_score":0.9017048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01582082299008646,"score_gpt":0.3285038049423271,"score_spread":0.3126829819522406,"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."}}