{"id":"W4376881511","doi":"10.1016/j.pragma.2023.05.001","title":"Book review","year":2023,"lang":"en","type":"article","venue":"Journal of Pragmatics","topic":"Language, Discourse, Communication Strategies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Interrogative; Utterance; Conversation; Sentence; Linguistics; Position (finance); Psychology; Expression (computer science); Conversation analysis; Turn-taking; Computer science; Philosophy; Business; Programming language","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":[0.0005619553,0.00006599965,0.0001984722,0.00008430047,0.00009487374,0.000102662,0.0002957099,0.00001451359,0.004769667],"category_scores_gemma":[0.0001611977,0.00004563047,0.00009581745,0.00005499122,0.00008125736,0.000343601,0.00004125623,0.0001621656,0.0003645929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001462624,"about_ca_system_score_gemma":0.00006737067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001920021,"about_ca_topic_score_gemma":0.000008735512,"domain_scores_codex":[0.9990973,0.00007577743,0.0004509566,0.00003118271,0.0002468989,0.00009784282],"domain_scores_gemma":[0.9989394,0.0001396557,0.0004275737,0.000231457,0.0002227376,0.00003915448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000120555,0.00001957738,0.000002110679,0.0002877437,0.00003346186,0.00001439392,0.00622573,0.000004384277,0.000006102224,0.0472496,0.9454383,0.0007173443],"study_design_scores_gemma":[0.0001012781,0.0000336073,0.00001571272,0.0008688399,0.00005679068,0.00002272425,0.004614652,0.00002398853,0.000009504432,0.002328277,0.9918662,0.00005839518],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001782688,0.6471323,0.0001394816,0.04386291,0.00126788,0.0002970629,0.00001862583,0.0001428149,0.3053562],"genre_scores_gemma":[0.03880054,0.6283905,0.003102185,0.07607246,0.004554573,0.00002642735,0.00004350701,0.000140656,0.2488692],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05648705,"threshold_uncertainty_score":0.9961401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05087849212681871,"score_gpt":0.3283859582954197,"score_spread":0.277507466168601,"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."}}