{"id":"W4388670463","doi":"10.31468/dwr.1043","title":"What Is It Like to Sound Like a Bot?","year":2023,"lang":"en","type":"article","venue":"Discourse and Writing/Rédactologie","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Foregrounding; Rhetoric; Interpersonal communication; Analogy; Autonomy; Phrase; Psychology; Literacy; Oxymoron; Sociology; Social psychology; Pedagogy; Linguistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004750592,0.0006073334,0.0003928343,0.001114704,0.006238575,0.01052495,0.001150543,0.004812451,0.01260785],"category_scores_gemma":[0.01345329,0.0002561944,0.0003543465,0.0007662544,0.009726046,0.01208507,0.002348387,0.00435398,0.006755869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002884768,"about_ca_system_score_gemma":0.001829617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003363836,"about_ca_topic_score_gemma":0.006032309,"domain_scores_codex":[0.996363,0.001952171,0.0001073276,0.0004112606,0.0006987484,0.0004674577],"domain_scores_gemma":[0.9942772,0.002814481,0.0005650015,0.0003131445,0.0009186228,0.001111568],"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":[0.0003285201,0.0002265509,0.02315243,0.0006581929,0.00005969764,0.001885583,0.1739005,0.0006588247,0.005321775,0.3147268,0.2397417,0.2393394],"study_design_scores_gemma":[0.00001924662,0.0001324967,0.004317352,0.000846804,0.00003243488,0.001632512,0.1569781,0.001603,0.001290386,0.09362282,0.7394255,0.00009948907],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1403197,0.008233172,0.05124274,0.3104525,0.007411837,0.0001647808,0.0003273223,0.001287233,0.4805606],"genre_scores_gemma":[0.8535269,0.003834354,0.0178699,0.04042423,0.0008601059,0.000111067,0.0002166805,0.0005883126,0.08256851],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01260785,"threshold_uncertainty_score":0.04217744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1386575158961005,"score_gpt":0.4091320967425022,"score_spread":0.2704745808464017,"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."}}