{"id":"W2113281938","doi":"10.2139/ssrn.2506911","title":"Patent Collateral, Investor Commitment, and the Market for Venture Lending","year":2014,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Private Equity and Venture Capital","field":"Business, Management and Accounting","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"Quest University Canada","funders":"","keywords":"Collateral; Venture capital; Business; Debt; Finance; Credibility; Shock (circulatory); Debt financing; Financial system; Monetary economics; Economics","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":[0.001757929,0.000114673,0.0002841734,0.0009423515,0.0004916019,0.002958247,0.0004976523,0.0009753862,0.008232001],"category_scores_gemma":[0.02199877,0.0001450315,0.0001429225,0.0007460159,0.001735158,0.002536626,0.00120222,0.001056129,0.0004178446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007300719,"about_ca_system_score_gemma":0.0007456449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007476712,"about_ca_topic_score_gemma":0.0009219104,"domain_scores_codex":[0.9995797,0.0001396175,0.00003531865,0.00004926204,0.0001068135,0.00008935137],"domain_scores_gemma":[0.9729321,0.01108202,0.01166763,0.001059849,0.0006533632,0.002605081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001005286,0.0008666907,0.4222677,0.0001893013,0.00008651975,0.00167049,0.002404842,0.01528948,0.007390257,0.4013615,0.003598606,0.1438692],"study_design_scores_gemma":[0.0001688126,0.0004902113,0.5436339,0.0002660919,0.00009876632,0.001535825,0.002727955,0.04175173,0.002628814,0.3964518,0.0101613,0.00008491929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750755,0.0007375524,0.002343701,0.001103483,0.00001045902,0.00001791087,0.00006884683,0.0000285058,0.02061406],"genre_scores_gemma":[0.9989266,0.00009239378,0.00009886811,0.0000167798,0.00001194862,0.000002770559,0.00001739002,0.000002202643,0.0008310454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008232001,"threshold_uncertainty_score":0.02753878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01670496704580404,"score_gpt":0.2086368840521449,"score_spread":0.1919319170063409,"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."}}