{"id":"W2628364313","doi":"10.2139/ssrn.2864500","title":"Asset Tangibility, Cash Holdings, and Financial Development","year":2017,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Brock University","funders":"","keywords":"Business; Financial system; Asset (computer security); Finance; Cash; Monetary economics; Economics; Computer science","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":[0.0007560332,0.0002234519,0.0002212224,0.001281517,0.0003570809,0.001766522,0.0002274835,0.0007131402,0.007618603],"category_scores_gemma":[0.007041346,0.0001547041,0.0001771683,0.001020135,0.0008722923,0.002531745,0.0006933467,0.0009348575,0.0003965623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004905901,"about_ca_system_score_gemma":0.0003543815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001957999,"about_ca_topic_score_gemma":0.003775994,"domain_scores_codex":[0.9998714,0.0000375137,0.0000134263,0.0000221494,0.00002529141,0.00003019123],"domain_scores_gemma":[0.98787,0.005768113,0.004317889,0.0002826911,0.0003007122,0.001460469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004794916,0.0001998134,0.9493279,0.00007783678,0.0001421928,0.0007964802,0.000375598,0.004718447,0.0004254365,0.02090535,0.001451724,0.02109963],"study_design_scores_gemma":[0.00004233684,0.0002388752,0.8810042,0.0001390552,0.0001436903,0.001116308,0.0007123033,0.01036562,0.0003490516,0.1036761,0.002174032,0.00003851105],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855504,0.004553608,0.0005152506,0.0009120432,0.00001310816,0.000004370256,0.0002857349,0.00001872126,0.008146607],"genre_scores_gemma":[0.9977639,0.0007287876,0.00006675926,0.00001668518,0.00002280612,0.000001492731,0.00007690901,0.000002645141,0.001320003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007618603,"threshold_uncertainty_score":0.02548677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01430162464414129,"score_gpt":0.2234662628677586,"score_spread":0.2091646382236173,"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."}}