{"id":"W4398217483","doi":"10.1515/9783110764222-019","title":"18 University Entrepreneurial Ecosystems: Exploring Digitalization in University Incubators","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ecosystem; Business; Ecology; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003054395,0.0002151541,0.0002630584,0.003030495,0.005136564,0.01349403,0.0008590225,0.0009651597,0.005997185],"category_scores_gemma":[0.005583795,0.0002338144,0.000406962,0.005344566,0.006310856,0.0102535,0.007396552,0.001019547,0.000456384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01163652,"about_ca_system_score_gemma":0.00823734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04149124,"about_ca_topic_score_gemma":0.06751791,"domain_scores_codex":[0.9981707,0.001041998,0.00004791979,0.0001332732,0.0001870119,0.0004189827],"domain_scores_gemma":[0.9959294,0.002274168,0.000455992,0.0002670656,0.0003677101,0.0007056459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001758239,0.0003269889,0.1142888,0.0003870788,0.00004091442,0.002361271,0.2177171,0.003205474,0.0009280571,0.5499299,0.007654525,0.102984],"study_design_scores_gemma":[0.00003178058,0.00008326436,0.05224726,0.0006107964,0.00005253742,0.0005974253,0.6421851,0.009421512,0.0010307,0.09061392,0.2030553,0.00007030485],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7618757,0.001545241,0.008527481,0.00615652,0.00006944753,0.0001242737,0.0002607609,0.0001076758,0.2213328],"genre_scores_gemma":[0.9924034,0.0007222989,0.00254698,0.000180494,0.000009419565,0.00004372835,0.00007705999,0.00002171439,0.003994864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04149124,"threshold_uncertainty_score":0.08442932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04306361490998696,"score_gpt":0.1855459000239598,"score_spread":0.1424822851139728,"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."}}