{"id":"W3123234998","doi":"","title":"Accounting, Organizations, and Institutions: Essays in Honour of Anthony Hopwood","year":2009,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Accounting and Organizational Management","field":"Business, Management and Accounting","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Accounting; Management accounting; Social accounting; Positive accounting; Audit; Political science; Sociology; Public relations; Accounting information system; Financial accounting; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002100311,0.0003077008,0.0005043223,0.001723287,0.000235204,0.000451152,0.0006320489,0.0003118734,0.00008588682],"category_scores_gemma":[0.001462813,0.0003530551,0.00005331379,0.001021881,0.0002266345,0.0006406353,0.00165281,0.0009828438,0.00002117389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003072007,"about_ca_system_score_gemma":0.000354738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005825341,"about_ca_topic_score_gemma":0.0006492874,"domain_scores_codex":[0.9975488,0.00005400036,0.0008156906,0.0007511149,0.0003189656,0.0005114477],"domain_scores_gemma":[0.9984283,0.0001387741,0.0004368105,0.0005271407,0.0004467305,0.00002221239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008159874,0.0009712097,0.7388246,0.002144028,0.0001266138,0.0000656432,0.0003484035,0.04924772,0.0001077527,0.1080592,0.0007839745,0.09923922],"study_design_scores_gemma":[0.003483957,0.0000492264,0.8024061,0.003208933,0.0001128878,0.00001384227,0.003356288,0.04798674,0.00009557481,0.06750351,0.06956092,0.002222049],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8804757,0.0004839749,0.000072316,0.001432154,0.0004452227,0.001101375,0.00002127153,0.0001048909,0.1158631],"genre_scores_gemma":[0.9939322,0.004042112,0.0006034114,0.0003923206,0.0005545326,0.00004094255,0.0001688705,0.00005916604,0.0002064132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1156567,"threshold_uncertainty_score":0.9998921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02162341986700608,"score_gpt":0.2774659452786367,"score_spread":0.2558425254116307,"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."}}