{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008753876,0.0004655342,0.0006828738,0.0029604,0.0007959313,0.003848658,0.001364735,0.00201565,0.3240635],"category_scores_gemma":[0.005531657,0.0002833631,0.0003534214,0.00325253,0.000592418,0.002203569,0.00137609,0.002280124,0.2791834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001449505,"about_ca_system_score_gemma":0.003124849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00305696,"about_ca_topic_score_gemma":0.008030501,"domain_scores_codex":[0.9992085,0.00008150169,0.00003108288,0.00008403519,0.0005229075,0.00007197213],"domain_scores_gemma":[0.9969596,0.0005179507,0.0001398552,0.0001740332,0.001694523,0.0005141144],"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":[0.000004450188,0.000005568165,0.00001779417,0.0001277193,0.000001423973,0.00001721978,0.000009757151,0.00001553016,0.00004256298,0.001395224,0.9443616,0.05400123],"study_design_scores_gemma":[0.000001466292,0.000001929242,0.00003745461,0.0001088434,0.000001088385,0.00003368127,0.000008572099,0.000004113982,0.0000108898,0.0002816792,0.9995091,0.000001191511],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0003618037,0.2418216,0.001612309,0.05439268,0.08800363,0.0001597508,0.001818958,0.0006230391,0.6112062],"genre_scores_gemma":[0.001670088,0.08924741,0.0007620281,0.01461338,0.01723495,0.0000768126,0.001151679,0.0002019653,0.8750418],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.3240635,"threshold_uncertainty_score":0.9641413,"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."}}