{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003334882,0.00007311766,0.0001223108,0.0001661436,0.0001248133,0.00006632013,0.00007880807,0.00004442142,0.00009559411],"category_scores_gemma":[0.0001774364,0.00008017948,0.00003582712,0.0001613567,0.00001390274,0.0001889361,0.000007073305,0.0005247121,0.00007760328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002334268,"about_ca_system_score_gemma":0.0001144464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008646843,"about_ca_topic_score_gemma":0.00002013317,"domain_scores_codex":[0.9987885,0.00001983252,0.0003138211,0.0001405759,0.00003500684,0.0007022055],"domain_scores_gemma":[0.9996296,0.00002151988,0.000202097,0.00007829734,0.00003271548,0.000035792],"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":[0.00001788417,0.00001891326,0.009179297,0.000001230302,0.00001682394,3.351707e-7,0.00004995971,0.000003347016,0.00002234828,0.9674159,0.0002100807,0.02306386],"study_design_scores_gemma":[0.0004556808,0.0001487223,0.06170894,0.000004265435,0.000002380851,0.00004607074,0.00009965261,0.0004821291,0.000008335855,0.9269553,0.00998213,0.0001063575],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9094124,0.01104362,0.03507533,0.01056188,0.0003061261,0.0001521024,0.000006523076,0.00004661539,0.03339541],"genre_scores_gemma":[0.9947342,0.002256295,0.0001930616,0.0005848905,0.0001325526,8.569113e-7,0.000003116492,0.00000698228,0.002088079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08532177,"threshold_uncertainty_score":0.3269624,"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."}}