{"id":"W7071221265","doi":"","title":"Shaping Entrepreneurial Ecosystems through Digitalization: Insights from Canada","year":2024,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Ecosystem; Entrepreneurship; Information system; Work (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0004155886,0.000112618,0.0001898604,0.0001557008,0.0002110461,0.001357752,0.0002914291,0.0001349715,0.00001415401],"category_scores_gemma":[0.0003430617,0.00008607715,0.0001207716,0.0005486925,0.000004796552,0.00827188,0.00006025938,0.0001893644,0.00002357231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001379093,"about_ca_system_score_gemma":0.0002653049,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01930856,"about_ca_topic_score_gemma":0.003565998,"domain_scores_codex":[0.9979485,0.0000211944,0.0008439553,0.00007090325,0.0009921126,0.0001233644],"domain_scores_gemma":[0.9968115,0.0001487316,0.001995,0.0001180844,0.0009166125,0.00001005896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007914922,0.00003488081,0.03631948,0.0006346716,0.0008642168,0.000003459989,0.001663867,0.04177111,0.0001227476,0.3803553,0.5377683,0.0003828477],"study_design_scores_gemma":[0.000537431,0.000003970673,0.0007485289,0.0002478803,0.00007845868,0.000002309256,0.001007796,0.02829495,0.00005771361,0.0009879787,0.9679177,0.0001152365],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6728404,0.0005696981,0.06159708,0.01653856,0.0885623,0.003205832,0.0007618534,0.0003538722,0.1555704],"genre_scores_gemma":[0.996002,0.000002069031,0.00001569843,0.000811451,0.002456032,0.000004288153,0.00007468903,0.000009695561,0.0006241366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4301494,"threshold_uncertainty_score":0.9996789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01858112456219486,"score_gpt":0.2002150938790845,"score_spread":0.1816339693168897,"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."}}