{"id":"W4328138439","doi":"10.54691/bcpbm.v39i.3987","title":"Comprehensive Investment Value Analysis of Beer Industry Companies","year":2023,"lang":"en","type":"article","venue":"BCP Business & Management","topic":"Financial Reporting and Valuation Research","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McMaster University","funders":"","keywords":"Business; Investment (military); Value (mathematics); Consumption (sociology); Market share; Marketing; Finance; Commerce","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":[0.0004988406,0.0002621868,0.000253708,0.005617702,0.0002581518,0.001262151,0.0002283377,0.0002313264,0.001961707],"category_scores_gemma":[0.00188459,0.000123227,0.000377051,0.002904467,0.0001354993,0.0008576257,0.00037361,0.0002144156,0.0002596752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001436546,"about_ca_system_score_gemma":0.0004450536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009662232,"about_ca_topic_score_gemma":0.007376331,"domain_scores_codex":[0.9995478,0.00004305352,0.00002541265,0.00004445832,0.0002398883,0.00009949606],"domain_scores_gemma":[0.9991338,0.0002453125,0.0001509025,0.00005164233,0.00032662,0.00009183397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000582569,0.0003962982,0.6272491,0.0001720619,0.0003267424,0.001287477,0.0007703266,0.1359524,0.01043626,0.02340171,0.006442483,0.1929826],"study_design_scores_gemma":[0.00001475862,0.0004202976,0.7303016,0.00004517254,0.00009259191,0.0004636745,0.001118223,0.2504791,0.004116425,0.005238488,0.007651724,0.00005793923],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854549,0.00031726,0.001885402,0.00006408233,0.000003098351,0.0000324245,0.001111647,0.00004012787,0.01109106],"genre_scores_gemma":[0.9954691,0.0001204175,0.0009709508,0.000004524025,0.000003516909,0.000009547231,0.001473631,0.000004237775,0.001943981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009662232,"threshold_uncertainty_score":0.01921201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08513606026642824,"score_gpt":0.3272315261451325,"score_spread":0.2420954658787042,"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."}}