{"id":"W4386160711","doi":"10.2139/ssrn.4548049","title":"Patent Collateral, Investor Commitment and the Market for Venture Lending","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Private Equity and Venture Capital","field":"Business, Management and Accounting","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Quest University Canada","funders":"","keywords":"Collateral; Venture capital; Business; Social venture capital; Financial system; 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":[0.001789988,0.0001527086,0.0003846881,0.001063508,0.001070017,0.005851142,0.0007674342,0.00297496,0.03120165],"category_scores_gemma":[0.02228277,0.0001756071,0.0001888839,0.0009672394,0.002249551,0.004821135,0.001365207,0.002359461,0.001132725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001204516,"about_ca_system_score_gemma":0.001141201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001503464,"about_ca_topic_score_gemma":0.002511938,"domain_scores_codex":[0.9995177,0.0001584696,0.00003529962,0.00006062201,0.0001128934,0.0001150716],"domain_scores_gemma":[0.9755182,0.01461052,0.006128155,0.0006808616,0.0007639715,0.002298356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.002187012,0.001041457,0.0903497,0.0002110575,0.00009668487,0.00175089,0.001577844,0.005178298,0.002226453,0.8094844,0.0139433,0.07195297],"study_design_scores_gemma":[0.0004290225,0.0004022442,0.1238824,0.0001957777,0.0001141404,0.0007207301,0.002149224,0.01135794,0.001045951,0.8436292,0.01599409,0.00007912701],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8436276,0.002671702,0.002830497,0.00782062,0.00006657052,0.00004101162,0.0002824759,0.00005965556,0.1425999],"genre_scores_gemma":[0.9925948,0.0002830196,0.00008784538,0.00008787211,0.00008629513,0.000008213825,0.00004519293,0.000007497682,0.006799344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03120165,"threshold_uncertainty_score":0.10438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02630486409907493,"score_gpt":0.226485462984871,"score_spread":0.2001805988857961,"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."}}