{"id":"W2748201428","doi":"10.1017/9781316416013.011","title":"Concluding Remarks: Pathways of Change","year":2017,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Organizational Learning and Leadership","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychology","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":[0.002552722,0.0006681637,0.000646646,0.001501651,0.001998178,0.004990709,0.001978567,0.004016158,0.06162979],"category_scores_gemma":[0.00902903,0.0002070973,0.0005512691,0.001866511,0.005180359,0.009964505,0.002833097,0.004195447,0.008880646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00354664,"about_ca_system_score_gemma":0.003452674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01160655,"about_ca_topic_score_gemma":0.01075068,"domain_scores_codex":[0.9989318,0.0005191889,0.0000387085,0.0001978077,0.000167814,0.0001447173],"domain_scores_gemma":[0.9963002,0.00187397,0.0001421486,0.0002647189,0.001127411,0.0002915832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004610676,0.00001876279,0.0001742158,0.0002647759,0.000007286777,0.0001153251,0.001848466,0.0004578176,0.0001161861,0.6314821,0.344017,0.02145195],"study_design_scores_gemma":[0.00002119284,0.000008437489,0.000396771,0.0003316496,0.000008357015,0.00005167475,0.005258899,0.0002951976,0.000107638,0.633008,0.3604963,0.00001580734],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002518688,0.01586916,0.01069081,0.8174462,0.0147459,0.00007813094,0.0006517852,0.0001374962,0.1378617],"genre_scores_gemma":[0.2377219,0.04160742,0.02220351,0.2953715,0.02307637,0.0006350336,0.001411157,0.0004168256,0.3775563],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06162979,"threshold_uncertainty_score":0.2061722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1101434911096359,"score_gpt":0.2132346566042557,"score_spread":0.1030911654946198,"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."}}