{"id":"W4415762789","doi":"10.1002/cjas.70033","title":"Securing Strategic Advantage: The Role of Cybersecurity Actions and Government Support in Enhancing Digital Platform Capabilities","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Administrative Sciences / Revue Canadienne des Sciences de l Administration","topic":"Information and Cyber Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Science and Technology Council","keywords":"Resilience (materials science); Government (linguistics); Competence (human resources); Dynamic capabilities; Digital economy; Competitive advantage; Resource-based view; Core competency","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0021881,0.0002612743,0.0001837317,0.001341964,0.0006390063,0.002708209,0.0003827634,0.0007936459,0.003535572],"category_scores_gemma":[0.0133325,0.0001208458,0.0002277549,0.001032891,0.002089643,0.002064731,0.002723331,0.001032061,0.0002009658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001913201,"about_ca_system_score_gemma":0.003178813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00562367,"about_ca_topic_score_gemma":0.008048819,"domain_scores_codex":[0.9976247,0.001300246,0.0001167889,0.0001968853,0.0003235782,0.0004378118],"domain_scores_gemma":[0.9750117,0.0149607,0.006623932,0.0006813624,0.001227441,0.001494782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002664778,0.0009123759,0.8776764,0.0002711132,0.0002113269,0.001184593,0.009210454,0.00388128,0.002302382,0.04895525,0.0007940158,0.05433435],"study_design_scores_gemma":[0.00003857896,0.0003404067,0.9199696,0.0003484807,0.0001875149,0.0002892217,0.04042168,0.009770258,0.002356154,0.01928908,0.006949647,0.00003941381],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831249,0.0002749825,0.000418761,0.001260178,0.000007802834,0.00001303768,0.00001780741,0.000004407029,0.01487815],"genre_scores_gemma":[0.9997383,0.00004731358,0.00005278826,0.00002311355,0.000001638924,0.000002159278,0.000003111407,4.597144e-7,0.0001310979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00562367,"threshold_uncertainty_score":0.01388133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04075742467923051,"score_gpt":0.2879389057480446,"score_spread":0.2471814810688141,"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."}}