{"id":"W7131659978","doi":"10.5220/0013946700004915","title":"The Transregional Transformation of New Sensationism: Urban Writing from Mu Shiying to Liu Yichang","year":2025,"lang":"","type":"article","venue":"","topic":"Poetry Analysis and Criticism","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Electronic Arts (Canada); University of British Columbia","funders":"","keywords":"Transformation (genetics); Perspective (graphical); Field (mathematics); Subject (documents)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004889829,0.0002547384,0.0003873024,0.0001942346,0.001804524,0.000766871,0.0002908147,0.0001024119,0.002077549],"category_scores_gemma":[0.00003687025,0.0001994859,0.0003778761,0.0002280678,0.0001765906,0.00042804,0.00002659062,0.0002171881,0.0000386924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005016681,"about_ca_system_score_gemma":0.0001714553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002978933,"about_ca_topic_score_gemma":0.004241694,"domain_scores_codex":[0.9977244,0.0001178567,0.001068142,0.0002938805,0.0004049196,0.0003908195],"domain_scores_gemma":[0.9987361,0.0004976558,0.0001267916,0.0002844438,0.0002286297,0.0001263895],"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":[0.00005722675,0.00006097061,0.00006029169,0.00006786262,0.0003354555,8.956591e-7,0.07609521,0.0001086025,0.0004361934,0.8825619,0.005568923,0.03464649],"study_design_scores_gemma":[0.002027763,0.0002178573,0.00242523,0.00170316,0.001726156,0.000001608105,0.2829719,0.02542961,0.009087679,0.06332588,0.6101269,0.0009562766],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3046718,0.007770629,0.1455423,0.1019091,0.001986534,0.001301019,0.0003511935,0.0001455216,0.4363219],"genre_scores_gemma":[0.9726866,0.0002129104,0.0001552436,0.001448759,0.0007480163,0.00001170955,0.00004288528,0.00001317215,0.02468066],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.819236,"threshold_uncertainty_score":0.999495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03092113841216957,"score_gpt":0.2621319773055327,"score_spread":0.2312108388933632,"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."}}