{"id":"W2921839027","doi":"","title":"Can a change management approach enhance the accreditation process","year":2018,"lang":"en","type":"article","venue":"The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)","topic":"Organizational Learning and Leadership","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Process management; Process (computing); Accreditation; Change management (ITSM); Business; Computer science; Medicine; Marketing; Medical education","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.02676041,0.0004708839,0.0003166361,0.002681111,0.005130461,0.01138546,0.002408404,0.00583441,0.01086465],"category_scores_gemma":[0.07512102,0.0003470797,0.0007651972,0.001696533,0.003376659,0.008475944,0.006394207,0.00314464,0.002205082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006670596,"about_ca_system_score_gemma":0.02296092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003146996,"about_ca_topic_score_gemma":0.007428857,"domain_scores_codex":[0.9760895,0.01500222,0.0004757862,0.001327108,0.00482149,0.002283924],"domain_scores_gemma":[0.942077,0.02696387,0.005791328,0.005748109,0.007600182,0.01181948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003589796,0.009242243,0.02480264,0.001157556,0.0001491832,0.0004787782,0.03053916,0.002158229,0.003201618,0.06807721,0.04823549,0.811599],"study_design_scores_gemma":[0.00164161,0.005453316,0.1271631,0.006082601,0.000466367,0.001259091,0.1331883,0.02995072,0.008111311,0.2066223,0.4794884,0.0005727327],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2445783,0.001579131,0.0927407,0.3383046,0.002787436,0.0033897,0.00008309035,0.002220974,0.314316],"genre_scores_gemma":[0.9176547,0.0004786229,0.06618461,0.007295664,0.0002876717,0.0009739151,0.00004184789,0.00005994514,0.00702302],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02676041,"threshold_uncertainty_score":0.1415243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01686206368387778,"score_gpt":0.2236327979844973,"score_spread":0.2067707343006195,"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."}}