{"id":"W2418101701","doi":"","title":"Book Review: Ken Mcphail and Diane Waters, Accounting and Business Ethics: An Introduction","year":2009,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Securities Regulation and Market Practices","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Accounting; Asset (computer security); Value (mathematics); Set (abstract data type); Dividend; Perspective (graphical); Economics; Finance; Mathematics; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003081134,0.0001689317,0.0001979597,0.0001798913,0.0004873649,0.0005882976,0.0001297122,0.00008316142,0.0002086378],"category_scores_gemma":[0.0004032308,0.0001468334,0.00003034998,0.0002356372,0.00005272456,0.005292098,0.00004792609,0.001113559,0.000009167465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008439874,"about_ca_system_score_gemma":0.0001517642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005407628,"about_ca_topic_score_gemma":0.00007789678,"domain_scores_codex":[0.9982504,0.00005129509,0.0002803253,0.0002542064,0.0002531745,0.0009106488],"domain_scores_gemma":[0.9992288,0.00003781538,0.0003106063,0.0001329007,0.0002677086,0.00002214709],"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":[0.0003421913,0.0001924604,0.002220243,0.001225071,0.0001810403,0.00001499988,0.0003841369,0.00001590307,0.0005384285,0.2017186,0.1142487,0.6789182],"study_design_scores_gemma":[0.0004814984,0.00003552049,0.004881583,0.000117113,0.0001169822,0.0003194432,0.0006347685,0.0001823639,0.000003387368,0.02407174,0.9689167,0.0002389045],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.06863383,0.531092,0.001167111,0.3932805,0.0009442358,0.0005776393,8.320272e-7,0.0002282858,0.004075547],"genre_scores_gemma":[0.303869,0.608351,0.00009842638,0.07518504,0.009094341,0.000006283409,0.00004723934,0.0000477303,0.003300936],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.854668,"threshold_uncertainty_score":0.5987691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009064316362005989,"score_gpt":0.2457583402924285,"score_spread":0.2366940239304225,"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."}}