{"id":"W4385417604","doi":"10.1515/jwl-2023-0019","title":"María Estela Brisk &amp; Mary J. Schleppegrell: <i>Language in action: SFL theory across contexts</i>","year":2023,"lang":"en","type":"article","venue":"Journal of World Languages","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Action (physics); Linguistics; Philosophy; Physics; Quantum mechanics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001628839,0.0002833968,0.0006233457,0.0007104088,0.0002781236,0.00029576,0.0004444008,0.00005228202,0.00416265],"category_scores_gemma":[0.0002710329,0.0002172678,0.0003782549,0.0004375578,0.0003880798,0.0005318113,0.000170292,0.000584771,0.0003859441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007965559,"about_ca_system_score_gemma":0.00004618712,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002923295,"about_ca_topic_score_gemma":0.02598708,"domain_scores_codex":[0.9976908,0.000253203,0.0007627533,0.0002353361,0.0005378462,0.0005200498],"domain_scores_gemma":[0.9983382,0.0005080588,0.0005167032,0.0003638558,0.000172121,0.000101109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007330233,0.0005881847,0.01270364,0.0003210683,0.002115415,0.006913464,0.448483,0.0003383188,0.001389012,0.04991326,0.2822871,0.1942146],"study_design_scores_gemma":[0.001857475,0.0001181632,0.007497466,0.0006622363,0.000318476,0.0001532759,0.470436,0.00001109421,0.0005180712,0.001890828,0.5158569,0.0006800494],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8682792,0.01658244,0.00002031655,0.002011414,0.001453228,0.0001770325,0.00009223652,0.0001530733,0.1112311],"genre_scores_gemma":[0.8397852,0.0006001843,0.00008368489,0.0006754543,0.002154741,0.000008026985,0.0000195844,0.00005027762,0.1566229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2335698,"threshold_uncertainty_score":0.9967477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0326531700098338,"score_gpt":0.3481748731736051,"score_spread":0.3155217031637713,"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."}}