{"id":"W2022557058","doi":"10.1111/j.1467-8616.2007.00477.x","title":"Notes on a transformation: RBC's journey","year":2007,"lang":"en","type":"article","venue":"Business Strategy Review","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Realm; Transformation (genetics); Political science; Business; History; Management; Economics; Law","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":[0.0008804253,0.00009896034,0.0001894778,0.00003687876,0.0002630901,0.00005701042,0.000167942,0.00005878617,0.0004925234],"category_scores_gemma":[0.0002882333,0.00008477885,0.00006493046,0.0007240537,0.00009335934,0.0002477437,0.000003023961,0.00009786178,0.0001885931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007636003,"about_ca_system_score_gemma":0.0003649919,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0173566,"about_ca_topic_score_gemma":0.04341431,"domain_scores_codex":[0.998993,0.00005142475,0.0002534368,0.0001145591,0.0002769064,0.0003106486],"domain_scores_gemma":[0.9993934,0.00009607436,0.0001023158,0.0001282211,0.0001321521,0.0001478471],"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":[0.00001566225,0.00005537601,0.0000739449,0.001397984,0.00001327536,0.00003958937,0.001381769,0.0000133553,0.000008563769,0.556825,0.0475236,0.3926518],"study_design_scores_gemma":[0.00009413943,0.00001060092,0.00914452,0.001532165,0.00001476873,0.000005416054,0.00005063591,5.597474e-7,0.00001229087,0.0007433279,0.9882657,0.0001258968],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006256807,0.1082913,0.001282459,0.1988411,0.0005718744,0.001361838,0.00009580095,0.0001469405,0.6831518],"genre_scores_gemma":[0.7709596,0.1991637,0.00005507349,0.02595133,0.001001207,0.00001942476,0.00001136319,0.00001885011,0.002819455],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9407421,"threshold_uncertainty_score":0.9891869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0776624212823939,"score_gpt":0.3636127685640207,"score_spread":0.2859503472816268,"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."}}