{"id":"W2597199961","doi":"10.1108/tcj-06-2016-0047","title":"Turnaround of the Professional, Applied and Continuing Education Department at the University of Winnipeg","year":2017,"lang":"en","type":"article","venue":"The CASE Journal","topic":"Intellectual Capital and Performance Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Academic department; Strategic planning; Turnaround time; Management; Strategic management; Portfolio; Human resources; Sociology; Higher education; Business; Public relations; Political science; Operations management; Engineering; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001098724,0.0002776162,0.000202125,0.00117509,0.008894462,0.00577251,0.001973396,0.001672011,0.01503809],"category_scores_gemma":[0.00546915,0.0003605947,0.0002478397,0.0009265402,0.002097822,0.001108996,0.002830713,0.002609018,0.001552584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03034998,"about_ca_system_score_gemma":0.05122945,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6136613,"about_ca_topic_score_gemma":0.7157867,"domain_scores_codex":[0.9967541,0.000414832,0.0001011763,0.0002910919,0.0008546035,0.001584265],"domain_scores_gemma":[0.9950334,0.000355356,0.0001870829,0.0001334392,0.001132724,0.003158115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000314963,0.0004322609,0.05145559,0.0007220723,0.00003440841,0.07796192,0.1573112,0.002327706,0.00779142,0.1366426,0.3001396,0.2648662],"study_design_scores_gemma":[0.00001157823,0.00009300111,0.02312234,0.00030596,0.00001089733,0.004140244,0.09686722,0.0004630145,0.001101571,0.001570098,0.872257,0.00005695512],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5410296,0.006519617,0.007585902,0.1159311,0.005098355,0.002248319,0.0007599765,0.0002967407,0.3205304],"genre_scores_gemma":[0.7149135,0.002633675,0.002601559,0.006375221,0.0002245431,0.0002477197,0.0002153062,0.000071708,0.2727168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6136613,"threshold_uncertainty_score":0.7772278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01280128235860079,"score_gpt":0.2231441894508492,"score_spread":0.2103429070922484,"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."}}