{"id":"W2552366165","doi":"10.1111/jsbm.12414","title":"Patents and Early‐Stage Financing: Matching versus Signaling","year":2018,"lang":"en","type":"article","venue":"Journal of Small Business Management","topic":"Private Equity and Venture Capital","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Venture capital; Finance; Matching (statistics); Quality (philosophy); Business; New Ventures; Capital (architecture); Entrepreneurship","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002850313,0.0002166903,0.0006565978,0.002221753,0.0009008826,0.003055036,0.0007673179,0.001417883,0.005098241],"category_scores_gemma":[0.03766479,0.0001909371,0.000391574,0.003388532,0.001539959,0.002850486,0.0008122795,0.001047156,0.0003298595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002927844,"about_ca_system_score_gemma":0.002126329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07400303,"about_ca_topic_score_gemma":0.06752261,"domain_scores_codex":[0.9981741,0.0003080732,0.0001256243,0.0002628704,0.0005499848,0.0005793077],"domain_scores_gemma":[0.9207444,0.04551145,0.02703775,0.002040384,0.002690859,0.001975246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005644854,0.000193805,0.9169379,0.0001414213,0.0001527596,0.0004868814,0.001222226,0.005781305,0.002093485,0.01719633,0.0007681531,0.05446122],"study_design_scores_gemma":[0.00007437639,0.0002254903,0.9590048,0.0001083828,0.0001792718,0.0003875658,0.00131572,0.01036683,0.002969586,0.02166985,0.003622891,0.00007522404],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909502,0.0008959307,0.002247173,0.0006309241,0.000006185551,0.00002493329,0.0005388953,0.00001394856,0.004691922],"genre_scores_gemma":[0.9990917,0.0001648231,0.0001316002,0.00003002112,0.00001094213,0.000002900453,0.0001134806,0.000001171214,0.0004532561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07400303,"threshold_uncertainty_score":0.1471446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03839740472549039,"score_gpt":0.2311204236640808,"score_spread":0.1927230189385905,"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."}}