{"id":"W4414398298","doi":"10.1002/jsc.70021","title":"Setting the Record Straight: The Intellectual Legacy of H. Igor Ansoff (1918–2002)","year":2025,"lang":"en","type":"article","venue":"Strategic Change","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Università Bocconi; Liverpool John Moores University; Aalto-Yliopisto; Anderson School of Management, University of California, Los Angeles; University of Twente; Universiteit Leiden; University of Bath; St Mary's University; McGill University; University of New South Wales; Universität St. Gallen; Carnegie Mellon University; Oklahoma State University; York University; Vanderbilt University; Università di Pisa; Brown University","keywords":"Surprise; Scopus; Metadata; Citation; Resource (disambiguation); Historiography; Annotated bibliography; Web of science; Web site","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000443572,0.0001740641,0.0001557763,0.0001703274,0.0003537202,0.0002788603,0.0005605207,0.0001233422,0.001678609],"category_scores_gemma":[0.00006808265,0.0001142,0.00007439435,0.001205392,0.000127652,0.0008710437,0.0002234394,0.0004333741,0.00006568264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005330318,"about_ca_system_score_gemma":0.000050422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006359208,"about_ca_topic_score_gemma":0.0002977407,"domain_scores_codex":[0.998912,0.00002393555,0.0002727027,0.0002293663,0.0002999211,0.0002621183],"domain_scores_gemma":[0.9990723,0.0001428384,0.0002624088,0.000347331,0.0001687173,0.000006364146],"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":[0.0001253678,0.0001922909,0.004131401,0.0003325459,0.0002394456,0.00001505019,0.002150933,0.00007546775,0.0009479442,0.9002273,0.0561099,0.03545236],"study_design_scores_gemma":[0.002822084,0.0001033583,0.01480559,0.0006604883,0.0005577168,0.000005784169,0.101547,0.03172909,0.001028131,0.05235951,0.7931414,0.001239849],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5274389,0.00008660367,0.0005596805,0.01376638,0.0007151485,0.0006522292,0.00001378755,0.0000964264,0.4566708],"genre_scores_gemma":[0.9919713,0.000009540863,0.00003871554,0.002839866,0.000765783,0.00001445233,0.00001339532,0.00001265078,0.004334308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8478678,"threshold_uncertainty_score":0.999234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07175146608237712,"score_gpt":0.2520457358334144,"score_spread":0.1802942697510373,"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."}}