{"id":"W4398140130","doi":"10.3390/jrfm17050212","title":"Valuation of Goodwill for an Engineering Firm","year":2024,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Technology Assessment and Management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Goodwill; Valuation (finance); Business; Accounting","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0003162332,0.0000729622,0.0001254821,0.00025782,0.00001907463,0.0000190495,0.00007424628,0.00003986203,0.000002413956],"category_scores_gemma":[0.00001230437,0.00006679733,0.00005340299,0.0001122476,0.000008652219,0.0001576197,0.00002068291,0.00009015406,4.843464e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002471969,"about_ca_system_score_gemma":0.000004434943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001272259,"about_ca_topic_score_gemma":0.000002751347,"domain_scores_codex":[0.9995236,0.000004105161,0.0002283846,0.00006240058,0.00009056822,0.00009089851],"domain_scores_gemma":[0.9998257,0.00002244401,0.00004336353,0.00006406615,0.00002317606,0.00002132067],"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":[0.00002338321,0.00004175556,0.0003481063,0.0008279619,0.0001280584,0.00001700729,0.0003817874,0.01994461,0.000340103,0.0958516,0.002841535,0.8792541],"study_design_scores_gemma":[0.001829845,0.001234895,0.06590288,0.0006309097,0.0009472979,0.00001512289,0.0004258678,0.2034106,0.001441681,0.04077192,0.6829221,0.0004667832],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1741931,0.002428663,0.8218766,0.00003064677,0.0009469345,0.0001816497,0.000007235429,0.00007541016,0.0002596569],"genre_scores_gemma":[0.9861398,0.002059377,0.01164071,0.000004347278,0.0001095153,0.000009013516,0.000001492362,0.00001164945,0.00002408042],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8787873,"threshold_uncertainty_score":0.2723916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009220934405432176,"score_gpt":0.2264630151747902,"score_spread":0.217242080769358,"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."}}