{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001599415,0.000282362,0.000280616,0.002300744,0.0003049806,0.005579872,0.0004391573,0.0008081179,0.01240078],"category_scores_gemma":[0.006278652,0.0001411658,0.0003596475,0.001612219,0.0004761045,0.004465064,0.0005623325,0.0005897083,0.001206206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00185196,"about_ca_system_score_gemma":0.0005899955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009753022,"about_ca_topic_score_gemma":0.001419517,"domain_scores_codex":[0.9988489,0.0002525159,0.0000484658,0.00008630772,0.0006875132,0.00007623665],"domain_scores_gemma":[0.9958714,0.001884842,0.0005388344,0.0004618676,0.0008689763,0.0003740912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002298125,0.0009412885,0.07649619,0.0004644062,0.0001555513,0.001963753,0.0008512364,0.04203036,0.03567408,0.2674407,0.0171873,0.5544969],"study_design_scores_gemma":[0.0002163716,0.001868202,0.1800155,0.0006843644,0.0002459993,0.002209753,0.003176103,0.3060929,0.04560616,0.2043394,0.2553175,0.0002278083],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5974119,0.005074021,0.01720759,0.0009571204,0.000370549,0.0001285914,0.00197467,0.0001573385,0.3767182],"genre_scores_gemma":[0.9646921,0.0009212246,0.001781851,0.00002481653,0.0001193578,0.00001297023,0.0005619787,0.00002252239,0.03186326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01240078,"threshold_uncertainty_score":0.04148471,"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."}}