{"id":"W2096262278","doi":"10.3905/jpe.2002.320029","title":"Assessing the Commercial Viability of Seed- and Early-Stage Ventures","year":2002,"lang":"en","type":"article","venue":"The Journal of Private Equity","topic":"Private Equity and Venture Capital","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Profitability index; New Ventures; Venture capital; Business; Actuarial science; Industrial organization; Marketing; Entrepreneurship; 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":[0.007006369,0.0002104988,0.0002271131,0.004229161,0.0004448374,0.002549997,0.0005798502,0.0006054415,0.001869117],"category_scores_gemma":[0.04947467,0.0001045833,0.0002341439,0.001150875,0.0009583681,0.003081753,0.001257891,0.0004899678,0.0006697939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004907318,"about_ca_system_score_gemma":0.000407562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009004174,"about_ca_topic_score_gemma":0.00197457,"domain_scores_codex":[0.9980378,0.0004835093,0.0001559811,0.0001432856,0.000990856,0.0001887203],"domain_scores_gemma":[0.9250715,0.04604904,0.01229831,0.002135419,0.01034664,0.004099071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002712237,0.00005937574,0.9393681,0.00008349623,0.00006299176,0.0005378861,0.000696875,0.001356736,0.001043433,0.002751334,0.0006242251,0.05314437],"study_design_scores_gemma":[0.00001369008,0.0004904912,0.9722015,0.0001562509,0.00006806375,0.001706786,0.002301772,0.008146832,0.003763912,0.006799203,0.004310355,0.00004111059],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884233,0.001117265,0.0008019421,0.0002506239,0.0000106038,0.00001325545,0.0002326808,0.000008062124,0.009142218],"genre_scores_gemma":[0.9989989,0.0002158813,0.0001978359,0.000008189574,0.000009943977,0.000002126092,0.0001466393,0.000001316724,0.0004191391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007006369,"threshold_uncertainty_score":0.03705364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06024503848347885,"score_gpt":0.3023309894768161,"score_spread":0.2420859509933373,"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."}}