{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002312225,0.0001515236,0.0001876448,0.00008538737,0.0005440735,0.000370589,0.0002719295,0.00005799678,0.0000312208],"category_scores_gemma":[0.0001142553,0.00009761108,0.0001187073,0.00009774935,0.00008835015,0.0004732593,0.0001158955,0.0006310582,0.00001199383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001432712,"about_ca_system_score_gemma":0.0000776916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002675326,"about_ca_topic_score_gemma":0.0001552414,"domain_scores_codex":[0.9983732,0.0000362836,0.0002058262,0.0001513817,0.0001544154,0.001078953],"domain_scores_gemma":[0.9995013,0.00008163653,0.0002163393,0.0001271012,0.00005695327,0.00001663466],"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":[0.000412032,0.00003683722,0.002283374,0.00005291012,0.0001537855,7.799724e-7,0.00005330139,0.00000528689,0.0001128882,0.9743145,0.01245098,0.01012331],"study_design_scores_gemma":[0.004399613,0.00007622741,0.0007532462,0.00004017488,0.0001322546,0.00006152293,0.0005236977,0.002102514,0.00001145221,0.632427,0.3592657,0.0002065632],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9055529,0.01031897,0.02109073,0.04078506,0.003546075,0.001919446,0.000007893115,0.0001810639,0.01659793],"genre_scores_gemma":[0.9940727,0.0007034694,0.00003239918,0.002198831,0.002135256,0.0000200545,0.000007842545,0.00002225612,0.0008071273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3468147,"threshold_uncertainty_score":0.4184628,"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."}}