{"id":"W3081098837","doi":"10.31468/cjsdwr.847","title":"Always Already in Flux: A Response to Anne Freadman","year":2020,"lang":"en","type":"article","venue":"Discourse and Writing/Rédactologie","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Freedman; Rhetorical question; Miller; Agency (philosophy); Action (physics); Variety (cybernetics); Sociology; Character (mathematics); Interpretation (philosophy); Epistemology; Media studies; Linguistics; Social science; Philosophy; Computer science; Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004567065,0.000321028,0.0005518598,0.0002081631,0.0002905184,0.0002711749,0.0003068238,0.0000669899,0.00101566],"category_scores_gemma":[0.0005708064,0.000267975,0.00011923,0.0001573211,0.0004699654,0.0003091886,0.0002341775,0.0002666418,0.0002045912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003318394,"about_ca_system_score_gemma":0.00004700645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000224289,"about_ca_topic_score_gemma":0.001238295,"domain_scores_codex":[0.9979885,0.0001550464,0.0004416028,0.0005767726,0.0002556946,0.0005824142],"domain_scores_gemma":[0.9989916,0.0003138616,0.00009862904,0.0002903417,0.0000800461,0.0002254875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00284837,0.001093682,0.04590353,0.0002802493,0.0009274932,0.003120186,0.5020776,0.0001522581,0.003956593,0.2146232,0.1743045,0.0507123],"study_design_scores_gemma":[0.003367099,0.001794911,0.03117073,0.0005388563,0.0005358285,0.00002511896,0.7189977,0.0004653745,0.00129851,0.002873318,0.2363963,0.002536232],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9138508,0.001693579,0.00002683757,0.02513933,0.0001289877,0.0002779033,0.0001223845,0.0001836327,0.05857655],"genre_scores_gemma":[0.99403,0.0000570809,0.0001154225,0.003725964,0.0005652886,0.00005418481,0.00003593565,0.00003493269,0.001381195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2169201,"threshold_uncertainty_score":0.9999772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1197805585311344,"score_gpt":0.3819824756464475,"score_spread":0.262201917115313,"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."}}