{"id":"W2791884170","doi":"10.5539/elt.v11n3p18","title":"A Comparison of Abstract Writing Style Between English and Chinese","year":2018,"lang":"en","type":"article","venue":"English Language Teaching","topic":"Digital Communication and Language","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Style (visual arts); Denotation (semiotics); Linguistics; Psychology; Abstraction; Expression (computer science); Object (grammar); Process (computing); Computer science; Literature; Programming language; Art; Epistemology","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":[0.001603772,0.0002889236,0.0002582269,0.002375722,0.0008162899,0.001519048,0.0002313229,0.0001583977,0.003164842],"category_scores_gemma":[0.009038674,0.0000997598,0.0002240448,0.002403338,0.000786864,0.001313713,0.0006578304,0.0003107236,0.0003150348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008002075,"about_ca_system_score_gemma":0.001023624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007484777,"about_ca_topic_score_gemma":0.008952678,"domain_scores_codex":[0.9984329,0.0003224865,0.0002646339,0.0001785892,0.0006190308,0.000182374],"domain_scores_gemma":[0.9927524,0.003318314,0.001123705,0.0003205976,0.002003648,0.0004812713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008487276,0.0002231363,0.5577078,0.001027827,0.0001112614,0.001550643,0.2065806,0.0002567271,0.01422087,0.007536583,0.003409314,0.2065265],"study_design_scores_gemma":[0.00003723038,0.0004413186,0.8760676,0.0003463812,0.000103176,0.001029704,0.08101872,0.0007082628,0.003591858,0.001379274,0.03519615,0.00008024648],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9753526,0.000742176,0.0008995781,0.0002316364,0.00008416455,0.00004868469,0.0002436453,0.00002026768,0.02237728],"genre_scores_gemma":[0.9945332,0.0005655721,0.0006751933,0.0001056178,0.0000316705,0.00003168192,0.0002120778,0.00002441679,0.003820595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007484777,"threshold_uncertainty_score":0.01488239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01790639529294648,"score_gpt":0.328513771869485,"score_spread":0.3106073765765385,"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."}}