{"id":"W1897899659","doi":"","title":"The Semantic Function and Non-Substitutable of Chinese Characters","year":2015,"lang":"en","type":"article","venue":"Higher education of social science","topic":"Simulation and Modeling Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Homophone; Character (mathematics); Linguistics; Chinese characters; Computer science; Function (biology); Kanji; Natural language processing; Artificial intelligence; Mathematics; 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":[0.0003356201,0.0005645857,0.0002995501,0.000626056,0.001234884,0.001374586,0.000574448,0.0004332072,0.01062146],"category_scores_gemma":[0.001813023,0.0002011434,0.0004035392,0.0008780533,0.002358546,0.002945108,0.0008086159,0.0005285973,0.002508319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005767607,"about_ca_system_score_gemma":0.001146295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003026074,"about_ca_topic_score_gemma":0.002137332,"domain_scores_codex":[0.9992825,0.0001670468,0.00008474928,0.0001974265,0.0001736828,0.00009462495],"domain_scores_gemma":[0.9993665,0.000109573,0.0000383122,0.0002066105,0.0002383397,0.00004056454],"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":[0.0003002615,0.00005095467,0.0037018,0.0004929809,0.00002853877,0.001035502,0.006798095,0.0009651835,0.02784196,0.7786224,0.01088516,0.1692771],"study_design_scores_gemma":[0.00007908982,0.0004188193,0.01373888,0.0002384847,0.0001863645,0.004138835,0.003702958,0.01692463,0.06311815,0.2627519,0.634491,0.0002108599],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.289113,0.001438228,0.2653993,0.001223079,0.001504474,0.0002765316,0.002428809,0.003041231,0.4355754],"genre_scores_gemma":[0.911123,0.0004256476,0.04650007,0.0002105726,0.0001636024,0.0001518251,0.001189645,0.0005264324,0.03970918],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01062146,"threshold_uncertainty_score":0.0355323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01744068833144463,"score_gpt":0.2874069096257973,"score_spread":0.2699662212943527,"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."}}