{"id":"W2159339854","doi":"10.2139/ssrn.1762124","title":"Accounting Anomalies and Fundamental Analysis: A Review of Recent Research Advances","year":2010,"lang":"en","type":"review","venue":"SSRN Electronic Journal","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":201,"is_retracted":false,"has_abstract":false,"ca_institutions":"Quest University Canada","funders":"","keywords":"Accounting; Business","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":[0.004891462,0.001139683,0.002615422,0.008148345,0.000411781,0.003377742,0.001726661,0.001897537,0.002599583],"category_scores_gemma":[0.0143544,0.0006323194,0.0008407724,0.01263023,0.00187625,0.004359225,0.00121187,0.002015658,0.0009731037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001895422,"about_ca_system_score_gemma":0.004269256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003950263,"about_ca_topic_score_gemma":0.005301706,"domain_scores_codex":[0.9985521,0.0002528102,0.0002351231,0.0003060115,0.0005947556,0.00005923581],"domain_scores_gemma":[0.9820251,0.0120073,0.001740053,0.0004302997,0.003564782,0.0002324414],"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":[0.00007879099,0.00007023109,0.002379355,0.01332376,0.0001853147,0.0001006071,0.0001069175,0.001044563,0.0004369451,0.01235278,0.02209859,0.9478222],"study_design_scores_gemma":[0.00005412258,0.0001962385,0.0144605,0.02008987,0.0009954909,0.001325786,0.0005766668,0.002008444,0.00123702,0.04779168,0.9111018,0.0001625283],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002303094,0.997655,0.0005759915,0.00086601,0.0001748039,0.000003340748,0.00002867328,0.000009442125,0.0004563835],"genre_scores_gemma":[0.002231949,0.9962838,0.0005345888,0.0001943293,0.0005960158,0.000003584075,0.00003293802,0.000004075451,0.0001187332],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008148345,"threshold_uncertainty_score":0.02586877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03172431569727222,"score_gpt":0.3381092634626171,"score_spread":0.3063849477653449,"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."}}