{"id":"W4205612834","doi":"10.5539/ijel.v12n2p1","title":"Analysing Linguistic Stylistic Devices in The Adventures of Tom Sawyer and So Long a Letter: A Comparative Appraisal","year":2022,"lang":"en","type":"article","venue":"International Journal of English Linguistics","topic":"American Literature and Humor Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Adventure; Literal translation; Linguistics; Style (visual arts); Translation (biology); Context (archaeology); Order (exchange); Natural language processing; Computer science; Register (sociolinguistics); Artificial intelligence; Source text; History; Literature; Art; Philosophy; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003481099,0.0003718814,0.0003662568,0.003396293,0.003975255,0.00478665,0.0005874747,0.0006258064,0.00247111],"category_scores_gemma":[0.01014859,0.0002917648,0.0001929907,0.003764854,0.007042676,0.002463452,0.002260793,0.001074741,0.0003350437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002939295,"about_ca_system_score_gemma":0.000904942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003643234,"about_ca_topic_score_gemma":0.01399014,"domain_scores_codex":[0.9961089,0.0025464,0.0002095033,0.0003108884,0.0006582228,0.0001661386],"domain_scores_gemma":[0.9899471,0.007593358,0.001001346,0.0004797434,0.0007686808,0.0002097535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002279202,0.00003932215,0.006312763,0.0003903581,0.00002180176,0.001615202,0.947565,0.00006944602,0.004275532,0.01685006,0.001136653,0.021496],"study_design_scores_gemma":[0.00001939398,0.0001529294,0.09160852,0.0004885287,0.00003725673,0.00209043,0.7896148,0.0004830568,0.003798899,0.002768969,0.1088802,0.00005707076],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9504269,0.001523142,0.002418987,0.0008357341,0.000108398,0.00008008511,0.0001609526,0.00002316912,0.04442258],"genre_scores_gemma":[0.9943472,0.0006708627,0.001556907,0.00006261234,0.00005114512,0.00005067596,0.00009738395,0.00003983045,0.003123543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00478665,"threshold_uncertainty_score":0.02132618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02601228160276059,"score_gpt":0.3091326344462953,"score_spread":0.2831203528435347,"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."}}