{"id":"W4294865266","doi":"10.2991/aebmr.k.220307.117","title":"Value Investing: Comparison Among Aviation, House Holdings and Financial Industries","year":2022,"lang":"en","type":"article","venue":"Advances in economics, business and management research/Advances in Economics, Business and Management Research","topic":"Financial Reporting and Valuation Research","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Value (mathematics); Business; Aviation; Finance; Computer science; Engineering; Aerospace engineering","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":[0.000485888,0.0001673814,0.0001478943,0.00412456,0.0003069247,0.001199827,0.0001785038,0.0001928151,0.002149903],"category_scores_gemma":[0.001885021,0.00005445342,0.000278058,0.003071295,0.0003810911,0.001057944,0.000575396,0.0001970442,0.0002820736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006214689,"about_ca_system_score_gemma":0.0002901755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005223581,"about_ca_topic_score_gemma":0.006742961,"domain_scores_codex":[0.9995924,0.00005213307,0.00002803863,0.00004178596,0.0001644717,0.0001212983],"domain_scores_gemma":[0.9980056,0.0005427065,0.0008638183,0.00005402887,0.0002283986,0.0003053919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003941659,0.00003098574,0.9852718,0.00001635447,0.00003388332,0.0001115154,0.0002851785,0.0002372204,0.0004348796,0.0009486947,0.0002042067,0.01238573],"study_design_scores_gemma":[9.701101e-7,0.00005363213,0.9965655,0.00001106754,0.00001663621,0.0001240971,0.001250181,0.0006192322,0.0002575366,0.0002429334,0.0008545551,0.000003707887],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944602,0.0003116635,0.0001744046,0.00005374942,0.00000304039,0.000003642027,0.0001637034,0.0000049117,0.00482463],"genre_scores_gemma":[0.9990407,0.00009432124,0.000087044,0.000006174525,0.000005227633,0.000001582958,0.0002540432,0.000001559119,0.0005094195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005223581,"threshold_uncertainty_score":0.01038635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06729977271015815,"score_gpt":0.338539969081784,"score_spread":0.2712401963716258,"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."}}