{"id":"W2903639424","doi":"10.5430/afr.v8n1p49","title":"Integrated Reporting: The Changing Nature of Accounting Profession","year":2018,"lang":"en","type":"article","venue":"Accounting and Finance Research","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Audit; Integrated reporting; Business; Accounting; Developing country; Sustainable development; Public relations; Economics; Economic growth; Sustainability; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.009509709,0.0002529269,0.0003475193,0.0005884643,0.001678821,0.0005293526,0.0007354203,0.0002123903,0.00005778396],"category_scores_gemma":[0.03435581,0.0001832688,0.00007660275,0.003038109,0.0006138028,0.001237141,0.001362738,0.00149437,0.000102953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005019903,"about_ca_system_score_gemma":0.00007225059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007139557,"about_ca_topic_score_gemma":0.00007868977,"domain_scores_codex":[0.9963706,0.00005079211,0.0008663944,0.0006375295,0.001054612,0.001020081],"domain_scores_gemma":[0.9832212,0.0002643261,0.01438067,0.0005873769,0.001536629,0.000009751697],"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":[0.0001361544,0.0001113067,0.3306802,0.0008972297,0.00006753011,0.00003964991,0.001753348,0.00002078237,0.004132489,0.0589999,0.01639673,0.5867647],"study_design_scores_gemma":[0.000731238,0.0000586869,0.1721635,0.002320538,0.0000499281,0.00001496645,0.008048017,0.01428999,0.002055235,0.006066219,0.7935234,0.0006782893],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815881,0.0004601542,0.002108568,0.001875904,0.000467276,0.0004676047,0.00000142325,0.0001158279,0.01291515],"genre_scores_gemma":[0.9947996,0.0001067567,0.0002948225,0.0005816433,0.002306834,0.00004441301,0.000008821778,0.00005374012,0.001803381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7771267,"threshold_uncertainty_score":0.9996209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03021492612441856,"score_gpt":0.3215950922537337,"score_spread":0.2913801661293151,"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."}}