{"id":"W4411501364","doi":"10.5840/dap2010-20112510","title":"Canadian Universities","year":2010,"lang":"en","type":"article","venue":"Directory of American Philosophers","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Political science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001256685,0.0000531747,0.0000948074,0.00008445045,0.0001923961,0.00001022688,0.0001652416,0.00002307409,0.00109703],"category_scores_gemma":[0.00002677231,0.00006050746,0.00003306922,0.0002922946,0.0006456207,0.00009064622,0.000005864981,0.00008130656,0.00004264126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002275776,"about_ca_system_score_gemma":0.002394472,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6345567,"about_ca_topic_score_gemma":0.4144096,"domain_scores_codex":[0.9994112,0.00003444402,0.00007583307,0.0000996267,0.0001980972,0.0001807885],"domain_scores_gemma":[0.9994774,0.00004017438,0.00007945074,0.0001027024,0.00007806724,0.0002222147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002651368,0.0001290213,0.2967838,0.00001277191,0.00012006,0.00001501604,0.1266016,0.000008085321,0.002598868,0.4848767,0.04830144,0.04052611],"study_design_scores_gemma":[0.00005733261,0.00001128655,0.07272425,0.000004573136,0.000005136917,1.536736e-7,0.0147159,2.780541e-7,0.0002088874,0.001207547,0.9109307,0.000133951],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6459823,0.00001740528,8.815546e-7,0.004025941,0.0004876757,0.00003841445,0.000006368133,0.00002393351,0.3494171],"genre_scores_gemma":[0.9954987,0.00002186474,0.0006314918,0.0005310072,0.0001642307,0.000002158138,0.00000190438,0.000005387681,0.003143267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8626292,"threshold_uncertainty_score":0.9998161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01142969101734319,"score_gpt":0.2952388181958329,"score_spread":0.2838091271784897,"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."}}