{"id":"W2960871983","doi":"10.1016/s1045-2354(19)30069-3","title":"Special Issue: Critical perspectives on integrated reporting","year":2019,"lang":"en","type":"article","venue":"Critical Perspectives on Accounting","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Integrated reporting; Accounting; Sociology; Business; Political 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":["metaresearch","metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003144718,0.0007296338,0.0009996844,0.0007413989,0.0008652211,0.001761028,0.000552541,0.0003490623,0.006419666],"category_scores_gemma":[0.1183435,0.0007154504,0.0005384078,0.001533838,0.0007816334,0.002274229,0.0003894751,0.00156645,0.004509941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007626139,"about_ca_system_score_gemma":0.0002136592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002380411,"about_ca_topic_score_gemma":0.00004179886,"domain_scores_codex":[0.9931611,0.0001066234,0.001941261,0.002041949,0.00141051,0.001338496],"domain_scores_gemma":[0.9929127,0.002239714,0.001305574,0.001017895,0.002420007,0.0001041726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.001205787,0.001668382,0.04477954,0.0005326538,0.0001177199,0.0006012665,0.005803324,0.00005926856,0.00323908,0.9190348,0.009111024,0.01384712],"study_design_scores_gemma":[0.002419651,0.000547283,0.07725598,0.001910372,0.0003799139,0.00008676641,0.7056768,0.006471143,0.0005515417,0.04427062,0.1563265,0.004103485],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6444513,0.00009541988,0.0001050985,0.005450996,0.002574325,0.0006211658,0.000006322473,0.0006222095,0.3460732],"genre_scores_gemma":[0.9658642,0.000005604582,0.0005034022,0.001778615,0.03040637,0.00003102731,0.00001215026,0.0001500462,0.001248518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8747642,"threshold_uncertainty_score":0.9995297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0290299787792625,"score_gpt":0.3253167552382695,"score_spread":0.296286776459007,"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."}}