{"id":"W4409313503","doi":"10.3138/ecf.2023-0054","title":"What Is Eighteenth-Century <i>Xiaoshuo</i>?","year":2025,"lang":"en","type":"article","venue":"Eighteenth-Century Fiction","topic":"Chinese history and philosophy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"History; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006350282,0.0003916987,0.0003858477,0.0003906498,0.001986561,0.000439819,0.0005611395,0.0004018655,0.001282891],"category_scores_gemma":[0.00006564496,0.0003944932,0.0003702638,0.001172957,0.0003754476,0.001747486,0.0001188938,0.0004862015,0.0004984337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006241659,"about_ca_system_score_gemma":0.0002753272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003005839,"about_ca_topic_score_gemma":0.00007019438,"domain_scores_codex":[0.996852,0.0004024192,0.0005555749,0.0007834807,0.0008008326,0.0006056303],"domain_scores_gemma":[0.9985101,0.0001565207,0.0002187018,0.0006260549,0.0002165664,0.0002721167],"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":[0.0003005379,0.001002629,0.002500115,0.0001244053,0.0002157537,0.0000246853,0.01667433,0.00001247777,0.0006904597,0.5037373,0.4487169,0.02600036],"study_design_scores_gemma":[0.000691265,0.00004401725,0.0005959793,0.0001538099,0.00009192426,0.000001503405,0.001226858,0.00003415157,0.0003607069,0.005144935,0.9912603,0.0003945],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07559186,0.1436759,0.0003793617,0.01395038,0.05759792,0.001812717,0.00009572374,0.001165446,0.7057307],"genre_scores_gemma":[0.8652958,0.124931,0.0001263623,0.003136884,0.00194861,0.0000706115,0.0001348671,0.00003967602,0.004316107],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.789704,"threshold_uncertainty_score":0.9998507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01417969012418895,"score_gpt":0.2798491268914834,"score_spread":0.2656694367672944,"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."}}