{"id":"W1574226729","doi":"10.18552/joaw.v5i1.137","title":"An International Discourse Community, an Internationalist Perspective: Reading EATAW Conference Programs, 2001-2011","year":2015,"lang":"en","type":"article","venue":"Journal of Academic Writing","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Presentation (obstetrics); Perspective (graphical); Reading (process); Context (archaeology); Composition (language); Sociology; Pedagogy; Media studies; Linguistics; Political science; History; Law; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00244728,0.0001825881,0.0003182271,0.0002860748,0.0003593198,0.0004625224,0.001134158,0.00006579771,0.0006481563],"category_scores_gemma":[0.0003859043,0.0001535495,0.0001164273,0.00004167022,0.0005067265,0.002976793,0.0001563221,0.001328161,0.00001610184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002449653,"about_ca_system_score_gemma":0.0001279437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009952221,"about_ca_topic_score_gemma":0.0006738827,"domain_scores_codex":[0.9978653,0.0003141584,0.000688728,0.0001533465,0.0007143688,0.0002640551],"domain_scores_gemma":[0.996942,0.00008996724,0.0007371291,0.0002125007,0.001797208,0.0002212005],"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":[0.0001100605,0.0006927825,0.02285123,0.00001861385,0.0007583781,0.00009480819,0.2828128,0.00009633991,0.0003387483,0.6698836,0.006535611,0.01580701],"study_design_scores_gemma":[0.0007292507,0.0004180291,0.0007338867,0.0004521754,0.0001908761,0.0001633162,0.9720982,0.001069007,0.0000544756,0.01346047,0.01031733,0.0003129967],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8595533,0.0006136607,0.0003192223,0.003317493,0.0009809134,0.0001012399,0.00004368943,0.00005921282,0.1350112],"genre_scores_gemma":[0.9938955,0.0001229356,0.0007041611,0.0002427442,0.00402886,0.000003759477,0.00004119384,0.00002404038,0.0009368141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6892854,"threshold_uncertainty_score":0.7096857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1370242208778363,"score_gpt":0.4112813035129776,"score_spread":0.2742570826351414,"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."}}