{"id":"W7155071885","doi":"10.5220/0014685500004995","title":"From Involution to Autonomy: Understanding Tangping through Subcultural Evolution and Narrative Reworking","year":2025,"lang":"","type":"article","venue":"","topic":"Language and cultural evolution","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canada Research Chairs","funders":"","keywords":"Narrative; Involution (esoterism); Narrative inquiry","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0004063056,0.000337845,0.0003755958,0.0001127821,0.003245176,0.000500379,0.000235011,0.0003901578,0.0004010531],"category_scores_gemma":[0.0002519791,0.0002934392,0.0001257511,0.0015608,0.0003668648,0.001682271,0.0002157119,0.0003260128,0.0000386611],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006234928,"about_ca_system_score_gemma":0.0004302884,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03685687,"about_ca_topic_score_gemma":0.01730967,"domain_scores_codex":[0.9972577,0.0003929832,0.0005019696,0.0007884534,0.000394259,0.0006646322],"domain_scores_gemma":[0.9991242,0.000158103,0.0001837081,0.0001980974,0.000168892,0.0001670087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007648144,0.00003349648,0.001102356,0.00002436525,0.0001421283,0.000003222756,0.5578817,0.00005482244,0.003767445,0.4305922,0.0041478,0.002173991],"study_design_scores_gemma":[0.0005280411,0.00007734977,0.00358903,0.000870558,0.0001455856,7.929955e-7,0.8559324,0.001342013,0.0002835253,0.1292325,0.00747763,0.0005205611],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6058267,0.009858852,0.2265107,0.03047415,0.004277574,0.00178056,0.00002548272,0.0004197697,0.1208262],"genre_scores_gemma":[0.9887498,0.0001825472,0.001611564,0.0009805452,0.0008080158,0.00002389822,0.00002617424,0.00001017907,0.007607297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.382923,"threshold_uncertainty_score":0.9999518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04611019817832376,"score_gpt":0.3265374068989072,"score_spread":0.2804272087205835,"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."}}