{"id":"W3122148780","doi":"","title":"Valuation studies ? Our collective two cents","year":2013,"lang":"en","type":"article","venue":"RePEc: Research Papers in Economics","topic":"Financial Reporting and Valuation Research","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Valuation (finance); Actuarial science; Business; Economics; Accounting","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":[0.003603523,0.0001399395,0.0002481701,0.0006383021,0.0003819349,0.0003291165,0.0002523189,0.00007033395,0.0001142894],"category_scores_gemma":[0.005080499,0.0001360188,0.00006734058,0.0005608998,0.00008625367,0.0007110953,0.0002990627,0.0003755905,0.0004522386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005874804,"about_ca_system_score_gemma":0.0002685086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007210887,"about_ca_topic_score_gemma":0.000407667,"domain_scores_codex":[0.9979008,0.00008548094,0.0004777427,0.0004374378,0.0004771515,0.0006213949],"domain_scores_gemma":[0.9982834,0.000213565,0.0001892911,0.0003092156,0.0009758234,0.00002868859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00009597147,0.0003091136,0.2768239,0.0001780212,0.0001314532,0.00002201018,0.0005134032,0.003204307,0.0008263499,0.004330063,0.007898012,0.7056674],"study_design_scores_gemma":[0.004323478,0.0001359887,0.6715683,0.0003160298,0.00002825573,0.000006336282,0.01801815,0.1584996,0.0003622286,0.08661319,0.05912762,0.001000789],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8724735,0.00004468992,0.000002816121,0.001773195,0.0003313555,0.0008348955,8.061783e-7,0.00004572183,0.124493],"genre_scores_gemma":[0.9901965,0.0002473294,0.0001093078,0.0002302566,0.0005907317,0.0003718332,0.00001032968,0.00002776218,0.008215982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7046666,"threshold_uncertainty_score":0.6082199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1251744403375189,"score_gpt":0.3944712629357478,"score_spread":0.2692968225982288,"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."}}