{"id":"W4402149404","doi":"10.1108/medar-06-2024-2522","title":"Knowledge equity as social justice in academic publishing and why it matters for accounting research","year":2024,"lang":"en","type":"article","venue":"Meditari Accountancy Research","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Accounting; Publishing; Equity (law); Positive accounting; Accounting research; Social justice; Social accounting; Political science; Financial accounting; Business; Accounting information system; Sociology; Social science; Law","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":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01741697,0.0002727619,0.00032774,0.002435813,0.001843448,0.005451836,0.001076057,0.0002860503,0.0005618951],"category_scores_gemma":[0.005369851,0.0002628832,0.00006556447,0.004589603,0.0003987064,0.006663001,0.00304006,0.00210689,0.0006818862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004315317,"about_ca_system_score_gemma":0.0002038322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001319478,"about_ca_topic_score_gemma":0.002682283,"domain_scores_codex":[0.9948282,0.00009975534,0.000544414,0.0008927695,0.002141014,0.001493807],"domain_scores_gemma":[0.9961038,0.002022509,0.00006939755,0.000213458,0.001551454,0.00003935608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006364872,0.00004870742,0.00362302,0.003361425,0.00004456945,0.00002954884,0.001049481,0.000001390947,0.0001873236,0.1482569,0.8352701,0.008063841],"study_design_scores_gemma":[0.0005886453,0.00001670942,0.005925866,0.0005511771,0.00005789483,0.000001905097,0.00687279,0.002744119,0.0000151186,0.09248599,0.8904094,0.0003304051],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08492891,0.01891801,0.00114086,0.5083525,0.008182765,0.005066887,0.00004760862,0.0007510206,0.3726114],"genre_scores_gemma":[0.9652281,0.0006217278,0.0001559493,0.007124932,0.02174981,0.0005588884,0.0001415048,0.0001570293,0.004262024],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8802992,"threshold_uncertainty_score":0.9999824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2250261242740039,"score_gpt":0.4625390499953295,"score_spread":0.2375129257213255,"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."}}