{"id":"W2187732061","doi":"","title":"RISING COSTS: A Look at Spending at Ontario Universities","year":2011,"lang":"en","type":"article","venue":"","topic":"Economic, financial, and policy analysis","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Economics; Business","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":["insufficient_payload"],"category_scores_codex":[0.0002449247,0.0001767788,0.0004219851,0.0003314808,0.0003273017,0.00004141979,0.0002356688,0.0001117642,0.02866369],"category_scores_gemma":[0.000008552176,0.0002214249,0.0002282608,0.0001229629,0.0000786416,0.0003598553,0.000197762,0.0001078483,0.007043612],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004674104,"about_ca_system_score_gemma":0.00005900422,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1997208,"about_ca_topic_score_gemma":0.2957036,"domain_scores_codex":[0.9987329,0.00000877706,0.0004609468,0.0004025659,0.00001881116,0.0003759687],"domain_scores_gemma":[0.9992176,0.00003643795,0.0002832356,0.0003430033,0.00001168937,0.0001080059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003911771,0.00003254751,0.5745624,0.000007386081,0.0001197703,0.00001152362,0.006879877,0.000008064188,0.000007188023,0.4158702,0.002383933,0.00007798119],"study_design_scores_gemma":[0.001813504,0.0001691392,0.3499462,0.00003900531,0.0001042741,0.00003497997,0.002970799,0.0006233842,0.002376825,0.03405688,0.6062132,0.001651809],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5292886,0.0001718539,0.000202101,0.00003673215,0.0001515728,0.00004266828,0.00003455704,0.0000256558,0.4700463],"genre_scores_gemma":[0.8024263,0.00006804692,0.0005701585,0.0002609083,0.00007679396,0.000002151667,0.00001538239,0.00001763946,0.1965626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6038292,"threshold_uncertainty_score":0.9991468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05903400580147045,"score_gpt":0.2046378838938381,"score_spread":0.1456038780923676,"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."}}