{"id":"W2561732847","doi":"10.5539/mas.v11n1p253","title":"Role of Iranian Traditional Needlework in People's Social and Family Life: A Study of Pateh Embroidery in Kerman","year":2016,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Fashion and Cultural Textiles","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Clothing; Weaving; Textile; The Renaissance; Social history (medicine); Social life; Visual arts; History; Sociology; Art; Social science; Art history; Engineering; Archaeology; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0002091449,0.00008082751,0.0001724983,0.0001274453,0.000127989,0.00003553859,0.0001709941,0.00002201347,0.00007316332],"category_scores_gemma":[0.000008352107,0.0000546489,0.00001685766,0.00011777,0.0004756046,0.0001660991,0.00004213095,0.00005791125,0.000003526216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002057024,"about_ca_system_score_gemma":0.00004946441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001575149,"about_ca_topic_score_gemma":0.004133414,"domain_scores_codex":[0.9990932,0.00001653888,0.0002298087,0.0001997701,0.0002977164,0.0001629531],"domain_scores_gemma":[0.999755,0.00003126186,0.00006761219,0.00007456179,0.00003113131,0.00004042228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0000559111,0.0005643207,0.004541223,0.00001805923,0.000004915158,8.218735e-7,0.6291407,0.000007638469,0.2690299,0.08688905,0.0000408862,0.009706648],"study_design_scores_gemma":[0.001672881,0.000121306,0.8088784,0.00004717075,0.000005536234,4.655208e-7,0.1717663,0.001086265,0.0002877782,0.01586504,0.00006457329,0.000204348],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890677,0.0000150103,0.0000051831,0.00008035731,0.00002567062,0.0001731366,0.00001241997,0.000009508975,0.01061103],"genre_scores_gemma":[0.9997788,0.000003211465,0.000007138765,0.00006715868,0.0000362002,0.00001963923,6.316266e-7,0.000004168462,0.00008301477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8043371,"threshold_uncertainty_score":0.2306542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0507628324071351,"score_gpt":0.225710293149561,"score_spread":0.1749474607424259,"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."}}