{"id":"W3134861469","doi":"10.1287/mnsc.2020.3887","title":"Valuation of New Trademarks","year":2021,"lang":"en","type":"article","venue":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","topic":"Private Equity and Venture Capital","field":"Business, Management and Accounting","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Taiwan University; Fudan University; York University; George Washington University; New York University Shanghai; University of Dayton; Washington University in St. Louis; Canadian Intensive Care Foundation; University of South Carolina","keywords":"Valuation (finance); Business; Trademark; Commerce; Industrial organization; Actuarial science; Accounting; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006102325,0.0001482419,0.0001946585,0.001127356,0.0005237319,0.00008996182,0.0005719562,0.0001031658,0.0003604062],"category_scores_gemma":[0.0007661388,0.0001684691,0.0001637449,0.001827783,0.0005930613,0.001163208,0.0007320149,0.0005280669,0.0001578721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001709626,"about_ca_system_score_gemma":0.001052859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008142573,"about_ca_topic_score_gemma":0.0003203927,"domain_scores_codex":[0.9979537,0.00007103078,0.0002115242,0.0003824281,0.0009173315,0.0004640132],"domain_scores_gemma":[0.998961,0.0001710844,0.000107132,0.0003254175,0.0003694753,0.00006585212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001278501,0.0001690858,0.001545581,0.00008140678,0.00005253302,0.0001792321,0.00004810854,0.0001266347,0.02576094,0.9616711,0.004762045,0.005475446],"study_design_scores_gemma":[0.002962434,0.00009062788,0.07610276,0.0005535034,0.0001332095,0.00005286496,0.0008415994,0.004060263,0.01224324,0.2044755,0.697765,0.0007189676],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4567768,0.0008551244,0.1432447,0.009562735,0.001019572,0.0009127645,0.0001097196,0.0004010168,0.3871176],"genre_scores_gemma":[0.9946588,0.00007287791,0.001451968,0.0001491204,0.0006307438,0.000001002661,0.0001775636,0.00001311264,0.00284482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7571956,"threshold_uncertainty_score":0.6869969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1035057160065692,"score_gpt":0.290450821274049,"score_spread":0.1869451052674798,"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."}}