{"id":"W7133098257","doi":"","title":"Achieving government, community and institutional goals through the measurement of performance: accountability and performance indicators in Ontario colleges and universities","year":2006,"lang":"","type":"dissertation","venue":"TSpace","topic":"Higher Education Research Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accountability; Government (linguistics); Performance indicator; Higher education; Performance measurement; Confusion; Perception; Public policy","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01527918,0.0002107675,0.0003765747,0.002891377,0.01100701,0.008180869,0.001231959,0.0008428374,0.001117182],"category_scores_gemma":[0.03035216,0.0003665387,0.0002792564,0.008793386,0.007671825,0.00329284,0.004887179,0.001831929,0.000108823],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1511652,"about_ca_system_score_gemma":0.2351557,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.973285,"about_ca_topic_score_gemma":0.9834961,"domain_scores_codex":[0.9841548,0.004469322,0.0007230764,0.0006585243,0.007445414,0.00254887],"domain_scores_gemma":[0.9640302,0.006599246,0.006139792,0.0009844098,0.01359747,0.008648897],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002091744,0.0002780007,0.5342264,0.000606,0.00005427716,0.000404329,0.2651162,0.001601234,0.001017777,0.05075607,0.01607995,0.1296506],"study_design_scores_gemma":[0.00001807973,0.00008807435,0.8106197,0.0003390597,0.00002361936,0.00003849295,0.1271279,0.001499205,0.0005497407,0.004988834,0.05458989,0.0001175056],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9154152,0.001992357,0.002126415,0.02308253,0.0001072174,0.0003174178,0.0003745255,0.00004598889,0.05653829],"genre_scores_gemma":[0.994741,0.0007126881,0.001028952,0.0002616146,0.00001212683,0.0000703367,0.0000834858,0.00001048428,0.003079294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9847208,"threshold_uncertainty_score":0.9845281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04252945544118153,"score_gpt":0.3589046257484456,"score_spread":0.316375170307264,"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."}}