{"id":"W3192687339","doi":"10.1075/jerpp.20012.bau","title":"Scholarly publication of Brazilian researchers across disciplinary communities","year":2021,"lang":"en","type":"article","venue":"Journal of English for Research Publication Purposes","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Portuguese; Discipline; Context (archaeology); Publishing; Preference; Inclusion (mineral); Knowledge production; Curriculum; English language; Political science; Public relations; Work (physics); Sociology; Library science; Social science; Pedagogy; Knowledge management; Psychology; Geography; Engineering; Mathematics education; Linguistics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.01973802,0.0003204262,0.0009067778,0.01198759,0.004626465,0.008936049,0.001210015,0.001059572,0.002709509],"category_scores_gemma":[0.07442302,0.0002778553,0.0003160657,0.01504072,0.003827099,0.003731224,0.006224468,0.0006147338,0.0003078563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003907708,"about_ca_system_score_gemma":0.00742393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007471343,"about_ca_topic_score_gemma":0.008562799,"domain_scores_codex":[0.9838108,0.008021985,0.001692604,0.001608234,0.00381808,0.001048363],"domain_scores_gemma":[0.919279,0.04699574,0.01430756,0.004528283,0.01134114,0.003548376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001961319,0.0001039327,0.1624774,0.001716599,0.00009356069,0.001547195,0.6471139,0.0001754559,0.00345736,0.01853389,0.001717737,0.1628667],"study_design_scores_gemma":[0.00005394916,0.0002209147,0.1861209,0.002809365,0.0001568018,0.001818229,0.6889184,0.0006707378,0.001965652,0.00852026,0.1086643,0.00008051475],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9461182,0.009716409,0.0009945106,0.004187876,0.0001311018,0.0001142692,0.0003024799,0.00003377669,0.03840132],"genre_scores_gemma":[0.9962652,0.001997039,0.0005764122,0.0001249434,0.00005448845,0.00003173849,0.00005721964,0.00001084142,0.0008821029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9880124,"threshold_uncertainty_score":0.1043859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.244625882945888,"score_gpt":0.4643683537206227,"score_spread":0.2197424707747347,"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."}}