{"id":"W2947116301","doi":"","title":"The cultural change work of change agents without formal authority: Integrating sustainability into an organization’s culture","year":2017,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Simon Fraser University","keywords":"Sustainability; Culture change; Work (physics); Organizational culture; Organizational change; Business; Knowledge management; Process management; Public relations; Political science; Sociology; Engineering; Computer science; Social science; Ecology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0002759632,0.0004156136,0.0003865351,0.0003154233,0.002738764,0.0005208997,0.001088336,0.0002679723,0.0001529751],"category_scores_gemma":[0.0004248991,0.000331653,0.0001183934,0.001268289,0.0001407398,0.00388692,0.0003860969,0.0003184557,0.00002593586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002318205,"about_ca_system_score_gemma":0.00004405989,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002256509,"about_ca_topic_score_gemma":0.1356875,"domain_scores_codex":[0.9983675,0.00003639449,0.000288119,0.0004663048,0.0004545118,0.0003871362],"domain_scores_gemma":[0.9966223,0.00002091696,0.000842655,0.0004615347,0.002021779,0.00003083485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001482464,0.00009836265,0.9523108,0.0008222072,0.0001784374,0.00001650032,0.001506125,0.000001632913,6.154329e-7,0.02004072,0.01343206,0.01144431],"study_design_scores_gemma":[0.0007753517,0.00003628387,0.1578218,0.0003294832,0.0006244222,2.723757e-9,0.2647575,0.0001069541,0.00003778971,0.001638041,0.5730577,0.0008145879],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9230881,0.001027697,0.000178986,0.00212634,0.00381009,0.004270818,0.00004174374,0.0005989106,0.06485725],"genre_scores_gemma":[0.9723995,0.000269204,0.00005381244,0.0001491415,0.001316564,0.00001059073,0.002626076,0.00005644983,0.0231187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.794489,"threshold_uncertainty_score":0.9999136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0289299517903538,"score_gpt":0.2535897973691194,"score_spread":0.2246598455787656,"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."}}