{"id":"W2788643608","doi":"","title":"Rise of the Urban Startup Neighborhood: Mapping Micro-Clusters of Venture Capital-Based Startups","year":2016,"lang":"en","type":"article","venue":"TSpace (University of Toronto)","topic":"Private Equity and Venture Capital","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Venture capital; Business; Social venture capital; Entrepreneurship; Capital (architecture); Finance; Geography","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001776208,0.000149986,0.0002736764,0.0000673585,0.0001215839,0.0000111491,0.0005942147,0.00009514447,0.002943781],"category_scores_gemma":[0.00003841958,0.0001193471,0.0002340471,0.0001212299,0.0002618886,0.0008695571,0.0003530655,0.00007189551,0.0000146527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001086755,"about_ca_system_score_gemma":0.00004878739,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01157174,"about_ca_topic_score_gemma":0.003913722,"domain_scores_codex":[0.9991378,0.00002437712,0.0001445077,0.0001989654,0.0002717086,0.0002227054],"domain_scores_gemma":[0.9988793,0.00004250362,0.0004831171,0.0004133984,0.0001610208,0.00002066827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002638216,0.00192042,0.2646405,0.005068364,0.001303777,0.00006536857,0.03641948,0.0002014735,0.5333735,0.05195037,0.05604809,0.04637042],"study_design_scores_gemma":[0.009506356,0.0002280475,0.8910398,0.001930837,0.000647781,0.000001573121,0.03782896,0.001463163,0.007967759,0.001496718,0.04672685,0.0011621],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852988,0.0005311972,0.001022746,0.003389147,0.0003226526,0.0002447072,0.00003579359,0.00003423081,0.00912072],"genre_scores_gemma":[0.9989129,0.00002931175,0.0001812992,0.00009917688,0.0000933559,1.539762e-7,0.000005335949,0.00001161776,0.0006668171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6263994,"threshold_uncertainty_score":0.9979677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01084865553580594,"score_gpt":0.1854284085073581,"score_spread":0.1745797529715521,"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."}}