{"id":"W7165810487","doi":"10.52773/tsuull.gold.2025.3/wbmi3542","title":"The Kokand Tradition of Bayaz Manuscript Compilation and its Distinctive Features","year":2025,"lang":"","type":"article","venue":"Golden Scripts","topic":"Cultural, Linguistic, Economic Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Central asia; Period (music); Feature (linguistics); Quarter (Canadian coin)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000774612,0.0002734757,0.000455085,0.00008338778,0.001951498,0.0003087469,0.0003421634,0.0001602998,0.00005741513],"category_scores_gemma":[0.001504167,0.0002179995,0.0001246964,0.0003634378,0.001012564,0.0002469352,0.0001606239,0.0002397693,0.00001568126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002359823,"about_ca_system_score_gemma":0.0001334395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005912681,"about_ca_topic_score_gemma":0.00283364,"domain_scores_codex":[0.9979267,0.0003014031,0.0005971139,0.0004829754,0.0002973169,0.0003944653],"domain_scores_gemma":[0.9982292,0.0006493775,0.0004103933,0.0002204,0.0004003106,0.00009031363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0003428263,0.0001642837,0.01576161,0.0003029063,0.0008037561,0.000006443176,0.07151891,0.00001322454,0.0009168914,0.7421599,0.1527893,0.01521989],"study_design_scores_gemma":[0.001051801,0.0001195514,0.8100412,0.0004240463,0.0004190971,0.000003281834,0.04826282,0.0004599926,0.0007374292,0.04172272,0.09632997,0.0004281164],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5139324,0.04603401,0.00007909026,0.01500662,0.01484392,0.002218705,0.0008260114,0.00009357143,0.4069657],"genre_scores_gemma":[0.9772441,0.002023367,0.00002858529,0.0001509945,0.0005340012,0.00003092984,0.00001811817,0.000009749487,0.01996013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7942796,"threshold_uncertainty_score":0.9993478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03730251626951367,"score_gpt":0.2957907267480425,"score_spread":0.2584882104785288,"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."}}