{"id":"W7001995660","doi":"","title":"Mantras Ambulance Services, Inc. Case 2: A Buyer-Side Business Valuation Case","year":2017,"lang":"en","type":"article","venue":"Digital Commons - Trinity University (Trinity University)","topic":"Financial Reporting and Valuation Research","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Desk; Business valuation; Clearance; Valuation (finance); Class (philosophy); Business information","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":[0.002388274,0.0003650486,0.0002242461,0.001161812,0.007780451,0.003847689,0.001176443,0.004105069,0.01162924],"category_scores_gemma":[0.005754416,0.0003574787,0.00024486,0.001172467,0.002034599,0.001849794,0.001812539,0.003151517,0.001016432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005987898,"about_ca_system_score_gemma":0.00481056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03985571,"about_ca_topic_score_gemma":0.07660466,"domain_scores_codex":[0.9980291,0.0007067726,0.00006010438,0.0001409781,0.0005173724,0.0005457272],"domain_scores_gemma":[0.9968785,0.001539924,0.000322048,0.00009482906,0.0004735402,0.0006910725],"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":[0.0003386239,0.0006937368,0.04237047,0.0003648016,0.00003296379,0.1836563,0.0404035,0.002669569,0.001477882,0.4798186,0.1929665,0.05520702],"study_design_scores_gemma":[0.0001294481,0.000516029,0.0230321,0.001396594,0.00007526585,0.08083523,0.1059954,0.00862455,0.003234791,0.034616,0.741358,0.0001864449],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3804153,0.002685612,0.002564084,0.05948051,0.0003138711,0.0003278762,0.0002255253,0.00005878664,0.5539284],"genre_scores_gemma":[0.9208589,0.001399722,0.001416275,0.006569558,0.00009631208,0.0001629153,0.00007095948,0.00001648612,0.06940892],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03985571,"threshold_uncertainty_score":0.07924747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06271855937845153,"score_gpt":0.2623776433357214,"score_spread":0.1996590839572699,"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."}}