{"id":"W7029100891","doi":"","title":"Introducing a Revenue-Generating Program: A Post-Compulsory Cinderella Story","year":2022,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Appreciative Inquiry and Organizational Change","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Accreditation; Revenue; Citizen journalism; Higher education; Strategic planning; Constitutional amendment; Plan (archaeology)","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":[],"consensus_categories":[],"category_scores_codex":[0.007788919,0.0004357612,0.0003092946,0.0008339793,0.02868659,0.01091359,0.003754868,0.01288574,0.007335726],"category_scores_gemma":[0.01820557,0.0006771997,0.0006523295,0.00147793,0.01308546,0.005781434,0.004496648,0.01897118,0.001073665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1262722,"about_ca_system_score_gemma":0.1082447,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9411619,"about_ca_topic_score_gemma":0.9662784,"domain_scores_codex":[0.9904004,0.001959442,0.0001421992,0.0006931346,0.003424198,0.003380685],"domain_scores_gemma":[0.9903188,0.002827494,0.0003371697,0.0003417047,0.003272087,0.002902679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001362504,0.0002057899,0.005352511,0.0002702288,0.0000237882,0.003071434,0.09957688,0.0002718145,0.0009888369,0.225281,0.6234124,0.04140907],"study_design_scores_gemma":[0.00001986505,0.0000335306,0.00376903,0.000122029,0.000006565144,0.0001637398,0.01296478,0.00008626522,0.0003084107,0.001843885,0.9806403,0.00004159425],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04155241,0.004142921,0.001372639,0.7175359,0.005321998,0.00023677,0.0003412633,0.0001472159,0.229349],"genre_scores_gemma":[0.338923,0.005068624,0.001911888,0.3024942,0.001275007,0.0002986356,0.0002555796,0.0002807769,0.3494924],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9411619,"threshold_uncertainty_score":0.9161735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08162115457091905,"score_gpt":0.2879832620558201,"score_spread":0.2063621074849011,"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."}}