{"id":"W4406617967","doi":"10.7202/1115581ar","title":"Kate Scott, 'Pragmatics in English: An Introduction'","year":2024,"lang":"en","type":"article","venue":"Philosophy in Review","topic":"Language, Discourse, Communication Strategies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Pragmatics; Philosophy; Linguistics; Epistemology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006130005,0.0001590754,0.0003056331,0.0001776831,0.00006073067,0.0002516383,0.0003387707,0.00002812389,0.001788496],"category_scores_gemma":[0.0001166544,0.0001300879,0.00006892574,0.0001873701,0.0001507388,0.0007361863,0.00005530539,0.0003228383,0.0002231595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005273043,"about_ca_system_score_gemma":0.00005299992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005250463,"about_ca_topic_score_gemma":0.0005621263,"domain_scores_codex":[0.99872,0.0002136467,0.000488348,0.0002457627,0.0001619918,0.0001702597],"domain_scores_gemma":[0.9991068,0.00007575914,0.00006276489,0.0006330974,0.00008468682,0.00003691888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001448858,0.00007644427,0.00001389454,0.002548561,0.00001121735,0.00001133718,0.01404674,0.000005709091,0.000001238376,0.974622,0.00399467,0.004666761],"study_design_scores_gemma":[0.0001103865,0.00003150877,0.00002259779,0.004294132,0.00003731979,0.000004410332,0.001766562,0.00007558592,0.000002856708,0.1033944,0.8900225,0.0002376623],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.004187178,0.5442384,0.000005176929,0.04465067,0.00176987,0.0008784977,0.0000389391,0.0004040856,0.4038271],"genre_scores_gemma":[0.9189528,0.07342467,0.0002397236,0.001663881,0.004522114,0.000213523,0.0001352014,0.0000544825,0.0007936508],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9147656,"threshold_uncertainty_score":0.999124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07415278217510678,"score_gpt":0.3330515300758729,"score_spread":0.2588987479007661,"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."}}