{"id":"W4395463416","doi":"10.54254/2753-7064/32/20240004","title":"Research on Li Shangyin Outside Mainland China Since 2010","year":2024,"lang":"en","type":"article","venue":"Communications in Humanities Research","topic":"Chinese history and philosophy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Poetry; Allusion; Interpretation (philosophy); Literature; Value (mathematics); Narrative; Meaning (existential); Mainland China; Vocabulary; History; Sociology; China; Aesthetics; Psychology; Epistemology; Linguistics; Art; Philosophy; Computer science","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","research_integrity","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.01079067,0.000107341,0.0001429731,0.00149297,0.004258499,0.000610139,0.002693228,0.000141322,0.0004811955],"category_scores_gemma":[0.0009489911,0.0001077333,0.00006017693,0.001852127,0.003945404,0.0003234842,0.0008366368,0.002686539,0.001128935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008339277,"about_ca_system_score_gemma":0.0006166419,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008456304,"about_ca_topic_score_gemma":0.03258859,"domain_scores_codex":[0.9933456,0.004247779,0.0002589053,0.0003256887,0.001248716,0.0005732847],"domain_scores_gemma":[0.9933367,0.004447427,0.00001650858,0.001756647,0.0003427214,0.00009998896],"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":[0.0000167553,0.0001336689,0.0001230665,0.00003932465,0.000007155306,0.00001560652,0.05450423,0.000008223771,0.00001688612,0.926957,0.01596731,0.002210796],"study_design_scores_gemma":[0.00007378532,0.00006319564,0.00119017,0.0002310967,0.000001280198,7.153874e-7,0.006114578,0.0002160749,0.000004949618,0.3292181,0.6627784,0.0001076307],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02754078,0.009058369,0.000003325839,0.02103151,0.0003817195,0.000525256,0.00002883292,0.0001187687,0.9413114],"genre_scores_gemma":[0.9571415,0.002162406,0.0001023801,0.00005938264,0.0004434438,0.0002381673,0.0000282048,0.0000254716,0.039799],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9296008,"threshold_uncertainty_score":0.9996488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5440758544127756,"score_gpt":0.5401805360042302,"score_spread":0.003895318408545401,"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."}}