{"id":"W4408892402","doi":"10.1108/md-05-2024-1021","title":"Strategic ambiguity: a systematic review, a typology and a dynamic capability view","year":2025,"lang":"en","type":"article","venue":"Management Decision","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Lethbridge","funders":"","keywords":"Typology; Ambiguity; Dynamic capabilities; Business; Process management; Strategic management; Knowledge management; Operations management; Management science; Computer science; Marketing; Sociology; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001591166,0.0002735286,0.0005958684,0.000671929,0.0002212363,0.0003072473,0.0003968573,0.00006243988,0.000147346],"category_scores_gemma":[0.0001702928,0.0002285776,0.0000950239,0.001526847,0.00006733212,0.0002771628,0.0007535482,0.00012136,0.0005543016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009267592,"about_ca_system_score_gemma":0.000009027654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001796459,"about_ca_topic_score_gemma":0.00009199147,"domain_scores_codex":[0.9979959,0.00004224097,0.0007885229,0.0005544168,0.0003132488,0.0003056309],"domain_scores_gemma":[0.9987969,0.00006308831,0.0002138146,0.0007158043,0.0001982041,0.00001213472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002178532,0.0001052043,0.0002924789,0.2189998,0.0001035675,0.00001944301,0.000005195522,7.095808e-7,0.000002542055,0.7703593,0.004853943,0.005236036],"study_design_scores_gemma":[0.003601094,0.0000544941,0.008121072,0.1695107,0.003472576,0.000007689944,0.002809855,0.01145775,0.000002184832,0.7187398,0.08075649,0.001466329],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.008399446,0.01036101,0.003927131,0.004157804,0.001015821,0.004679658,0.000001685133,0.0003292113,0.9671282],"genre_scores_gemma":[0.9636499,0.002142616,0.0006350987,0.02674056,0.00005478646,0.0004356253,0.00003600324,0.0000280802,0.006277347],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9608509,"threshold_uncertainty_score":0.9321125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01426860169551542,"score_gpt":0.2757203719292753,"score_spread":0.2614517702337599,"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."}}