{"id":"W4407556548","doi":"10.1177/14761270251323115","title":"Performing while transforming: Andrew H. Van de Ven’s enduring contributions to management scholarship","year":2025,"lang":"en","type":"article","venue":"Strategic Organization","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal","funders":"","keywords":"Ven; Scholarship; Political science; Sociology; Management; Humanities; Economics; Economic growth; Philosophy","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":[0.008168675,0.0003927123,0.0003988728,0.000961801,0.006997461,0.01027496,0.0007293267,0.003298012,0.004183134],"category_scores_gemma":[0.01855129,0.0002217766,0.0002223449,0.001037151,0.01694339,0.0091162,0.004338757,0.006764492,0.002063507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002975785,"about_ca_system_score_gemma":0.007623209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005998954,"about_ca_topic_score_gemma":0.008280114,"domain_scores_codex":[0.9928843,0.003927761,0.0001977974,0.0006769393,0.001787146,0.0005261584],"domain_scores_gemma":[0.9906111,0.00466941,0.0005122832,0.0006419171,0.001700861,0.001864359],"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":[0.00002643427,0.00003337932,0.000374777,0.0001021418,0.00001076507,0.0001608162,0.01486685,0.0001937318,0.0001714679,0.5079086,0.4205098,0.05564122],"study_design_scores_gemma":[0.000004180803,0.000007781853,0.0001152327,0.0001941115,0.000001939184,0.0001230843,0.003202713,0.00007745178,0.00009327734,0.1041332,0.892032,0.00001505987],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.00478848,0.06607331,0.004362943,0.8141644,0.03264006,0.00001495821,0.00004087184,0.0000590626,0.07785587],"genre_scores_gemma":[0.4629915,0.1286137,0.01407654,0.1784662,0.04521888,0.0001167039,0.0001149397,0.0004577227,0.1699439],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01027496,"threshold_uncertainty_score":0.04320061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01529963865801014,"score_gpt":0.2435464652200794,"score_spread":0.2282468265620692,"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."}}