{"id":"W2766742880","doi":"10.28945/3776","title":"Proposing an Integrated Change Management Model for the United Nations","year":2017,"lang":"en","type":"article","venue":"Informing Science and IT Education Conference","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; International Civil Aviation Organization","funders":"","keywords":"Transparency (behavior); Change management (ITSM); Context (archaeology); Resistance (ecology); Implementation; Public relations; Theory of change; Process (computing); Political science; Empirical research; Conceptual model; Conceptual framework; Process management; Business; Knowledge management; Sociology; Marketing; Management; Computer science; Economics; Geography; Social science","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001158625,0.0001025523,0.00006901722,0.000852779,0.003417178,0.002912141,0.0007921569,0.00002246637,0.000018519],"category_scores_gemma":[0.0003287945,0.00007439443,0.00001644206,0.0007014545,0.0004238912,0.005738347,0.0002089023,0.00006118885,0.00001230359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003260517,"about_ca_system_score_gemma":0.0001988565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001560962,"about_ca_topic_score_gemma":0.0006498042,"domain_scores_codex":[0.9990857,0.000002630566,0.0001728818,0.0002207109,0.000297746,0.0002203699],"domain_scores_gemma":[0.9985307,0.00002485234,0.0001969157,0.0004256135,0.0008014608,0.00002048489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000008372054,0.00004801691,0.0003081353,0.0001011141,0.000005644724,8.116559e-8,0.001327413,0.0001160457,0.00001470451,0.8082321,0.001228311,0.18861],"study_design_scores_gemma":[0.0001494437,0.000008393225,0.00546931,0.00009182436,0.00003607241,4.492728e-7,0.007809147,0.7128904,0.00001105052,0.004816957,0.2685653,0.000151585],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3513007,0.0000600409,0.2014276,0.1825727,0.00402957,0.007718563,0.00002120225,0.0003683431,0.2525012],"genre_scores_gemma":[0.9898805,0.00005279083,0.001698732,0.006125258,0.0001993851,0.0002893727,0.00002634144,0.000005313426,0.001722322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8034152,"threshold_uncertainty_score":0.9981229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1573757614605067,"score_gpt":0.3579035872576169,"score_spread":0.2005278257971102,"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."}}