{"id":"W1562977150","doi":"","title":"Which Firms Benefit More from Financial Development","year":2007,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Economic Growth and Productivity","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Business; Equity (law); Monetary economics; Information asymmetry; Equity capital; Finance; External financing; Demographic economics; Financial system; Economics; Initial public offering; Debt","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004700909,0.0001402686,0.0004124986,0.0007125363,0.000247722,0.001593975,0.0002195616,0.0007091529,0.01274554],"category_scores_gemma":[0.003335095,0.000105254,0.0002484932,0.000877817,0.0004468982,0.001640215,0.0009677643,0.0004953112,0.001159036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004715558,"about_ca_system_score_gemma":0.0005095665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002262522,"about_ca_topic_score_gemma":0.005684471,"domain_scores_codex":[0.9995843,0.00005437775,0.00001594558,0.00006059651,0.00005002085,0.0002347969],"domain_scores_gemma":[0.9958017,0.000860501,0.001750667,0.0001409941,0.0002370395,0.001208953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000528025,0.0004532855,0.8299402,0.0004148078,0.0002585903,0.0008223862,0.0007228883,0.001812003,0.006644899,0.01471046,0.01015278,0.1335396],"study_design_scores_gemma":[0.00007750696,0.0001646401,0.9761807,0.00007015411,0.0001196133,0.0003621402,0.002229939,0.0005984766,0.001595918,0.00700591,0.01158071,0.00001425161],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9713127,0.001938713,0.0003313818,0.004560444,0.00003736275,0.00002540355,0.001205762,0.00003751814,0.02055079],"genre_scores_gemma":[0.9976074,0.0004350825,0.00005745239,0.0003822976,0.0000299576,0.00000270701,0.0002243835,0.000003611817,0.001257114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01274554,"threshold_uncertainty_score":0.04263806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01272400758958949,"score_gpt":0.2023465356961704,"score_spread":0.189622528106581,"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."}}