{"id":"W2992672164","doi":"","title":"Syntactic and Semantic Interface in Translating Methods & Writing Techniques","year":2015,"lang":"en","type":"article","venue":"Studies in literature and language","topic":"Translation Studies and Practices","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Linguistics; Conformity; Interface (matter); Natural language processing; Artificial intelligence; Mathematics education; Psychology; Philosophy","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":[0.0141286,0.0007604634,0.0005222136,0.004266636,0.002286364,0.01503283,0.0008244503,0.001434388,0.007436446],"category_scores_gemma":[0.02771361,0.0006279489,0.0005800878,0.003774083,0.009947594,0.01223597,0.004355235,0.002933568,0.001787184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001620203,"about_ca_system_score_gemma":0.002895433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008364641,"about_ca_topic_score_gemma":0.0007483092,"domain_scores_codex":[0.9733236,0.01978543,0.001706018,0.001209362,0.003356299,0.0006193095],"domain_scores_gemma":[0.9687797,0.02412334,0.001445931,0.002576286,0.002768491,0.0003063276],"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":[0.0002089362,0.0002496998,0.01193082,0.001301832,0.00004407253,0.0007703177,0.1118875,0.000773997,0.009389058,0.5230939,0.002484607,0.3378652],"study_design_scores_gemma":[0.0000935495,0.0008463007,0.03432047,0.002546383,0.0001595155,0.005485464,0.1407637,0.0146988,0.02972451,0.4601374,0.3110262,0.0001976531],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1969296,0.006765914,0.5051487,0.00581356,0.0006201934,0.0004307778,0.0001331482,0.001049594,0.2831084],"genre_scores_gemma":[0.8122264,0.002271776,0.1691783,0.00100774,0.0003746947,0.0003876282,0.0001675444,0.0007645525,0.01362136],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01503283,"threshold_uncertainty_score":0.07472003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07723324110285723,"score_gpt":0.4148806720860264,"score_spread":0.3376474309831692,"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."}}