{"id":"W1847924206","doi":"10.6017/ihe.2000.21.6896","title":"The Canada Research Chairs Program","year":2015,"lang":"en","type":"article","venue":"International Higher Education","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Political science; Higher education; Quality (philosophy); Public administration; Regional science; Library science; Economic growth; Sociology; Economics; Computer science; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004658758,0.00005603465,0.00005060565,0.0001206389,0.0002323211,0.0004445104,0.0008560999,0.00002497374,0.001017148],"category_scores_gemma":[0.0008966217,0.00003371481,0.00002168702,0.0004749914,0.00007112253,0.0002612007,0.00007551741,0.0001436731,0.0004921591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006073525,"about_ca_system_score_gemma":0.005573161,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05927329,"about_ca_topic_score_gemma":0.1405104,"domain_scores_codex":[0.9953403,0.0002201174,0.0003159819,0.0001996509,0.003758691,0.0001652298],"domain_scores_gemma":[0.9957155,0.0006163314,0.0001054412,0.000324061,0.00311369,0.0001249895],"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":[0.00001445921,0.00008797708,0.01248839,2.992036e-7,0.000007820718,2.427579e-7,0.0001983687,0.00008964098,0.000004128947,0.06591941,0.748857,0.1723323],"study_design_scores_gemma":[0.00008857246,0.00002484058,0.07730234,0.000003419484,7.647955e-7,0.000001447038,0.00117037,0.0008799515,0.0000262197,0.02700147,0.8934604,0.00004020276],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.169203,0.0003673141,0.00002846035,0.2223598,0.02422402,0.0005240298,0.000006358047,0.00004283552,0.5832441],"genre_scores_gemma":[0.8469449,0.000008827261,0.0002103551,0.0005702507,0.0006972729,0.0001725606,0.00001669537,0.000004249448,0.1513748],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6777419,"threshold_uncertainty_score":0.999896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5635702261382207,"score_gpt":0.6558405463534538,"score_spread":0.09227032021523307,"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."}}