{"id":"W3121259724","doi":"","title":"Marketing, R&D, and Startup Valuation","year":2009,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Firm Innovation and Growth","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Quest University Canada","funders":"","keywords":"Valuation (finance); Profitability index; Business; Revenue; Marketing; Venture capital; Quality (philosophy); Industrial organization; 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":[0.001579539,0.0008490406,0.0009988077,0.000936932,0.000803817,0.004918851,0.0008419452,0.002816937,0.01250663],"category_scores_gemma":[0.005296433,0.0007381496,0.0007888054,0.001255867,0.001915552,0.004321716,0.001101734,0.001840434,0.001076201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003705601,"about_ca_system_score_gemma":0.001605675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00458302,"about_ca_topic_score_gemma":0.003498684,"domain_scores_codex":[0.999226,0.0002681271,0.0000224773,0.0001410406,0.0001191783,0.000223059],"domain_scores_gemma":[0.9972445,0.00172052,0.0005005045,0.000125717,0.0001272795,0.0002815203],"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":[0.0003920071,0.0002870957,0.01286866,0.0002180766,0.00005632488,0.0008866977,0.0002249816,0.3775072,0.004292849,0.5519204,0.002792193,0.04855359],"study_design_scores_gemma":[0.0001298781,0.0005051302,0.02289817,0.0002221064,0.0001168405,0.0006046538,0.0007901609,0.4398493,0.004910198,0.5126828,0.0171391,0.0001517912],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5897114,0.006290793,0.1808883,0.005950822,0.0001281947,0.0005285621,0.001528155,0.0002027861,0.2147709],"genre_scores_gemma":[0.9662364,0.001554197,0.005888665,0.00009389102,0.00005949482,0.0001068095,0.0001432812,0.00002013812,0.02589716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01250663,"threshold_uncertainty_score":0.04183888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01658627840877676,"score_gpt":0.2160579348326666,"score_spread":0.1994716564238898,"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."}}