{"id":"W4410979155","doi":"10.33423/jsis.v20i2.7655","title":"Case Study & Lessons Learned: Creation and Pilot of a Regional Small Business Accelerator and Cybersecurity Assessment Program","year":2025,"lang":"en","type":"article","venue":"Journal of Strategic Innovation and Sustainability","topic":"Information and Cyber Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"PricewaterhouseCoopers (Canada); Innovation Cluster (Canada)","funders":"","keywords":"Business; Engineering management; Computer security; Computer science; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004812392,0.0005143147,0.000306009,0.0007489243,0.0058264,0.002294558,0.002973822,0.002446698,0.005143094],"category_scores_gemma":[0.005532336,0.0004515153,0.0004068687,0.0005878519,0.001489527,0.002080622,0.002718946,0.003441288,0.001678431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00355714,"about_ca_system_score_gemma":0.008283944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01726483,"about_ca_topic_score_gemma":0.04195313,"domain_scores_codex":[0.9957419,0.002301993,0.0000972564,0.000357838,0.0008043306,0.0006966785],"domain_scores_gemma":[0.9939407,0.001333159,0.0002697441,0.0005932639,0.001274027,0.002589118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001246674,0.03956963,0.07787625,0.00164962,0.0001121426,0.06779575,0.1377518,0.01652607,0.03710267,0.03977441,0.08378548,0.4968096],"study_design_scores_gemma":[0.0007154745,0.0196533,0.05103176,0.0006690851,0.0001076357,0.02258153,0.3512033,0.036813,0.04303803,0.009517526,0.4642839,0.00038535],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8984039,0.0002360356,0.03222438,0.01333305,0.0002696819,0.00366883,0.0006218852,0.0007662358,0.05047613],"genre_scores_gemma":[0.8905437,0.0004557789,0.06149641,0.001770522,0.00006143323,0.001496727,0.0005411616,0.0002533037,0.04338096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01726483,"threshold_uncertainty_score":0.0343287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1069095747178433,"score_gpt":0.3867938841606728,"score_spread":0.2798843094428294,"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."}}