{"id":"W4411502940","doi":"10.5840/dap2022-20233110","title":"Canadian Universities","year":2023,"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":true,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001228182,0.0008886373,0.0007894442,0.006014966,0.01076618,0.009447269,0.001897758,0.001326217,0.4282155],"category_scores_gemma":[0.00497493,0.0006482843,0.0005703393,0.01419367,0.0008841584,0.002089225,0.002528287,0.001418309,0.1528495],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04575369,"about_ca_system_score_gemma":0.1170765,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9334126,"about_ca_topic_score_gemma":0.9683695,"domain_scores_codex":[0.9967474,0.0001083101,0.00009508235,0.0002915995,0.00191444,0.0008431911],"domain_scores_gemma":[0.9927173,0.0001892572,0.000124787,0.0003271363,0.004982368,0.00165922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001628042,0.000008973307,0.0005906688,0.0001139565,0.000003397802,0.00004885778,0.0002115534,0.00004249094,0.0001092008,0.02329254,0.9425375,0.03302458],"study_design_scores_gemma":[0.000001759067,0.000001277295,0.000995351,0.00003182685,0.000001270744,0.00001779054,0.0001828505,0.00002142804,0.0000263392,0.0003503168,0.9983634,0.000006399522],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001598698,0.002460193,0.0005917349,0.005291586,0.001738203,0.0001409359,0.03965009,0.0009394542,0.947589],"genre_scores_gemma":[0.01037974,0.003414863,0.001962004,0.001511028,0.0001783402,0.00007097945,0.01912871,0.0004361572,0.962918],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9542463,"threshold_uncertainty_score":0.8155812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02173233696300936,"score_gpt":0.3159820306730655,"score_spread":0.2942496937100562,"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."}}