{"id":"W7028362971","doi":"","title":"Entrepreneurial Ecosystems in Cities and Regions:Emergence, Evolution, Future","year":2024,"lang":"en","type":"book","venue":"University of Birmingham Research Portal (University of Birmingham)","topic":"Libraries and Information Services","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Baptist Seminary and Bible College","funders":"","keywords":"Entrepreneurship; Sustainable development; Ecosystem; Urban ecosystem; Public policy","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007000002,0.0003217375,0.0007002719,0.001991159,0.0007346602,0.0001091543,0.000844938,0.0003965093,0.007606069],"category_scores_gemma":[0.00001972468,0.000402529,0.000284089,0.0003065341,0.001844339,0.001373759,0.0008689685,0.0008132071,0.0001121483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001178,"about_ca_system_score_gemma":0.0009572342,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.00785669,"about_ca_topic_score_gemma":0.0274048,"domain_scores_codex":[0.9974525,0.0001410892,0.0004155856,0.0005519655,0.0009546251,0.0004842128],"domain_scores_gemma":[0.9980238,0.0001727846,0.000480593,0.0004529854,0.000669931,0.0001998883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002265946,0.00007495516,0.0002449627,0.002038484,0.0002446767,0.000321327,0.08247173,0.000006102021,0.000008909956,0.5076634,0.405791,0.0009078939],"study_design_scores_gemma":[0.0005124428,0.0001589089,0.00005388601,0.0008098378,0.00006736835,0.000008079198,0.2364893,0.0002420623,0.000002933939,0.004943462,0.7564148,0.0002969147],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02582545,0.002934477,0.00002244903,0.001136618,0.001222092,0.000835401,0.001042558,0.0001412913,0.9668397],"genre_scores_gemma":[0.1095736,0.003218279,0.00008509587,0.00001547254,0.0007777868,2.390871e-7,0.0003147225,0.00004282561,0.885972],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5027199,"threshold_uncertainty_score":0.9998426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03414135189571201,"score_gpt":0.2197762257034873,"score_spread":0.1856348738077753,"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."}}