{"id":"W4396851464","doi":"10.25300/misq/2023/16470","title":"Dual Pathways of Value Creation from Digital Strategic Posture: Contingent Effects of Competitive Actions and Environmental Uncertainty","year":2024,"lang":"en","type":"article","venue":"MIS Quarterly","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Dual (grammatical number); Value (mathematics); Industrial organization; Business; Value creation; Competitive advantage; Knowledge management; Microeconomics; Economics; Environmental economics; Computer science; Marketing","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":[0.0001533511,0.0001052743,0.0002017586,0.0001396876,0.00004818318,0.0001059498,0.0001152089,0.0001019235,0.00008890649],"category_scores_gemma":[0.00004012571,0.00008301478,0.00007885512,0.000141399,0.000212511,0.0002025626,0.0000159217,0.0001192721,0.00003030594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002392511,"about_ca_system_score_gemma":0.00002186189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006881419,"about_ca_topic_score_gemma":0.00002514981,"domain_scores_codex":[0.9988539,0.00006611741,0.0003369625,0.0002869595,0.0003583872,0.00009772685],"domain_scores_gemma":[0.9990439,0.000565457,0.0001168129,0.0001964401,0.00003061217,0.00004673284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001827955,0.001185591,0.07669207,0.00007148223,0.0003108731,0.0001526976,0.02542358,0.00003764682,0.574991,0.07122784,0.0004812701,0.2492432],"study_design_scores_gemma":[0.001561269,0.002680531,0.8570133,0.0002175394,0.0001811991,0.00004002009,0.06499638,0.00373636,0.02416277,0.04394156,0.001064082,0.0004049914],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975194,0.0004049649,0.0006151523,0.0001323535,0.0002124263,0.0001422346,0.0005399244,0.00004749654,0.0003860416],"genre_scores_gemma":[0.9997256,0.000006406996,0.00008002538,0.00001087468,0.00002054437,0.000005847164,0.00006103933,0.000005879671,0.00008375169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7803212,"threshold_uncertainty_score":0.3385245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03950605770835904,"score_gpt":0.3027446097406883,"score_spread":0.2632385520323293,"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."}}