{"id":"W2755763803","doi":"10.1016/j.jbankfin.2017.09.006","title":"Measuring firm size in empirical corporate finance","year":2017,"lang":"en","type":"article","venue":"Journal of Banking & Finance","topic":"Firm Innovation and Growth","field":"Economics, Econometrics and Finance","cited_by":689,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Corporate finance; Business; Economics; Financial economics; Financial system; Monetary economics; Finance","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":[0.005221426,0.000318725,0.0003258493,0.002789714,0.0003518679,0.00141484,0.0005611791,0.0007534275,0.001120304],"category_scores_gemma":[0.0457401,0.0002899789,0.0003279021,0.002868671,0.0006671472,0.002334796,0.0009513951,0.0005776814,0.0003068884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000664115,"about_ca_system_score_gemma":0.0005567773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003010618,"about_ca_topic_score_gemma":0.006818932,"domain_scores_codex":[0.9964681,0.002014183,0.0002648252,0.0002187986,0.0007639117,0.0002702699],"domain_scores_gemma":[0.9214048,0.06059617,0.009054818,0.003520444,0.00392988,0.001493939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006528827,0.0001321959,0.9660768,0.00003166536,0.00007736119,0.00005181189,0.0001909615,0.003460272,0.001087919,0.002039638,0.000609957,0.02617627],"study_design_scores_gemma":[0.00001930093,0.0002019676,0.9567828,0.00005085613,0.00006160714,0.0001245892,0.0006262896,0.03065223,0.0033555,0.006422658,0.001678787,0.00002339147],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9902367,0.0003550717,0.005103729,0.0002036384,0.00001958408,0.00002350646,0.0002387149,0.00003797157,0.003780958],"genre_scores_gemma":[0.997962,0.00005675065,0.001519763,0.0000253854,0.00002233698,0.00001207842,0.0001290844,0.000004659506,0.0002679177],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.005221426,"threshold_uncertainty_score":0.02761388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1443470337760693,"score_gpt":0.2728613618733194,"score_spread":0.1285143280972501,"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."}}