{"id":"W2464704693","doi":"","title":"Factors That Are Important to Succession Planning: A Case Study of One Ontario College of Applied Arts and Technology.","year":2013,"lang":"en","type":"article","venue":"The College Quarterly","topic":"Human Resource and Talent Management","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Ecological succession; Succession planning; The arts; Psychology; Higher education; Mathematics education; Liberal arts education; Pedagogy; Sociology; Public relations; Political science; Economic growth; Economics","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":[],"consensus_categories":[],"category_scores_codex":[0.0002164348,0.0002262039,0.00041449,0.0005098212,0.0002418738,0.00005566606,0.000299801,0.0000651619,0.0001346869],"category_scores_gemma":[0.000006200743,0.0001544285,0.00003996044,0.0005542157,0.00007529691,0.0002305941,0.0001668369,0.0001317761,0.00001563794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002882659,"about_ca_system_score_gemma":0.00001357128,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0102618,"about_ca_topic_score_gemma":0.02492012,"domain_scores_codex":[0.9986888,0.000008860508,0.000440595,0.0002972957,0.0003100306,0.0002544087],"domain_scores_gemma":[0.998916,0.00003934727,0.0004663719,0.0004567469,0.0000981171,0.00002341778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002496309,0.002287239,0.9477186,0.0005106903,0.0004729724,0.0008754559,0.027516,0.00003328684,0.0008730799,0.00905471,0.008646044,0.001762306],"study_design_scores_gemma":[0.002815991,0.0009135515,0.3068612,0.0002633681,0.0003512515,0.00002025947,0.6797503,0.000208252,0.0001721291,0.002807269,0.005276892,0.0005594902],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953781,0.00002069524,0.000004858976,0.0003819522,0.00005898894,0.002043294,0.000009160914,0.00005707258,0.002045814],"genre_scores_gemma":[0.9992156,2.617321e-7,0.00001245944,0.00009476794,0.00004101426,0.0001183379,0.000002737989,0.00002030144,0.0004945265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6522343,"threshold_uncertainty_score":0.9963289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03734619062268781,"score_gpt":0.2329134862918465,"score_spread":0.1955672956691586,"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."}}