{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002146631,0.000142926,0.0001712707,0.0001355181,0.0005751913,0.0003407578,0.0002544103,0.00005380486,0.00002998951],"category_scores_gemma":[0.00007709557,0.00009320679,0.0001228048,0.0002313136,0.00007450145,0.0004122684,0.000160529,0.0005899127,0.00003434179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001795989,"about_ca_system_score_gemma":0.0001135579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000249204,"about_ca_topic_score_gemma":0.000128028,"domain_scores_codex":[0.9982191,0.00002363404,0.0002038969,0.0001509915,0.0001831026,0.001219302],"domain_scores_gemma":[0.99958,0.00007341869,0.000166124,0.0001137799,0.00005122355,0.00001549215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006652826,0.00004695165,0.00285704,0.0001028877,0.0003334894,0.000008327037,0.0001610834,0.00002269207,0.0001988426,0.9218921,0.06238767,0.01132363],"study_design_scores_gemma":[0.004786847,0.00007242605,0.001789903,0.00005736493,0.0001480086,0.00006904099,0.0021017,0.002658581,0.00001314273,0.6862316,0.3018132,0.0002581501],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9435501,0.006280968,0.001421156,0.04082077,0.002567169,0.001416823,0.000009680577,0.0002346682,0.00369867],"genre_scores_gemma":[0.9929872,0.002115453,0.00001286024,0.001380231,0.001723369,0.00003864618,0.00001815676,0.00002602278,0.001698054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2394256,"threshold_uncertainty_score":0.4423965,"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."}}