{"id":"W4415487714","doi":"10.1515/zfw-2025-0051","title":"“Being there” and the continued importance of the local in finance","year":2025,"lang":"en","type":"article","venue":"ZFW – Advances in Economic Geography","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto; University of Oxford","keywords":"Tacit knowledge; Equity (law); Matching (statistics); Value (mathematics); Equity capital markets; Financial services","routes":{"ca_aff":false,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.000560222,0.00007597858,0.0001813265,0.0000513802,0.0001486425,0.00002496887,0.0002812947,0.00005039852,0.00002667312],"category_scores_gemma":[0.00004977275,0.00004659441,0.0000576237,0.0003017461,0.001040289,0.0001658977,0.00006999068,0.000132431,5.765124e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005729011,"about_ca_system_score_gemma":0.00007233943,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001690099,"about_ca_topic_score_gemma":0.04834992,"domain_scores_codex":[0.9992232,0.00008147495,0.0002902354,0.0001652325,0.00005163333,0.0001882051],"domain_scores_gemma":[0.999543,0.0001673896,0.0001274294,0.0001377556,0.00001299687,0.0000114189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002583778,0.000007065345,0.9030615,0.000005723413,0.000006410603,3.799357e-7,0.001172694,0.0002723261,4.106013e-7,0.05184089,0.0002390285,0.04336771],"study_design_scores_gemma":[0.001019612,0.000005124476,0.5575472,0.0001251768,0.000004653488,2.030912e-7,0.006708869,0.00009606135,0.00004060071,0.04441082,0.3899356,0.0001061024],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9384893,0.01023073,0.00001212886,0.004634932,0.0004206516,0.0003490265,0.000003113335,0.00000677497,0.04585339],"genre_scores_gemma":[0.9938059,0.004501336,0.00004044535,0.0001959535,0.00001795571,0.00002929504,3.220171e-7,0.000002098399,0.001406717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3896966,"threshold_uncertainty_score":0.9690152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004873337401829893,"score_gpt":0.2412718661209459,"score_spread":0.2363985287191161,"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."}}