{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00377008,0.0002742954,0.0003212904,0.00719718,0.003166476,0.004256228,0.0004337363,0.000782114,0.002600688],"category_scores_gemma":[0.01191498,0.0001346228,0.0001215675,0.006884883,0.00460663,0.004566664,0.002079595,0.001183343,0.0008542984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003559891,"about_ca_system_score_gemma":0.005183166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009408833,"about_ca_topic_score_gemma":0.008461495,"domain_scores_codex":[0.9975826,0.000843059,0.000169969,0.000245747,0.001031901,0.0001268515],"domain_scores_gemma":[0.9938161,0.003665307,0.0005162191,0.0003621311,0.001423883,0.0002163621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008770279,0.0000184842,0.00234969,0.000923755,0.00002131558,0.0005992432,0.03596022,0.0003231383,0.0005429253,0.2649197,0.2548857,0.4393682],"study_design_scores_gemma":[0.000001965934,0.00001281187,0.002073667,0.001688074,0.000008447319,0.0003258136,0.005273404,0.00005939757,0.0004144785,0.01419003,0.975935,0.00001698313],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.05826144,0.5011225,0.006998302,0.1119581,0.01978604,0.00004938376,0.0009242389,0.0002620193,0.300638],"genre_scores_gemma":[0.5725774,0.3077333,0.008744122,0.01295714,0.01257125,0.0000784365,0.0007305814,0.0003837196,0.08422408],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009408833,"threshold_uncertainty_score":0.0258289,"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."}}