{"id":"W4416573439","doi":"10.22214/ijraset.2025.75643","title":"Sustainable Reinvention of Batik in Indian Street Fashion Culture","year":2025,"lang":"","type":"article","venue":"International Journal for Research in Applied Science and Engineering Technology","topic":"Fashion and Cultural Textiles","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Craft; Artifact (error); Textile; Fashion design; Fashion industry; Clothing; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00100723,0.0004364761,0.0002216976,0.0009885686,0.006714054,0.005799191,0.0009278047,0.000668465,0.004233094],"category_scores_gemma":[0.0008966014,0.0002800337,0.0004115963,0.002010895,0.005460092,0.0022704,0.004021558,0.002511229,0.0007022805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002357899,"about_ca_system_score_gemma":0.003203592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008711669,"about_ca_topic_score_gemma":0.02718079,"domain_scores_codex":[0.9992854,0.0002169958,0.00002727375,0.00007965811,0.000189169,0.0002014834],"domain_scores_gemma":[0.9993826,0.0001526992,0.00007786918,0.0001533861,0.0001249782,0.0001083798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002330871,0.0003548485,0.03532094,0.0009580936,0.00004640327,0.007868796,0.5690374,0.0008937456,0.03836156,0.1669812,0.004843734,0.1751001],"study_design_scores_gemma":[0.00000916149,0.0003366723,0.05099209,0.0007409907,0.0001316411,0.008096277,0.5955488,0.001365719,0.01195316,0.0168359,0.3138308,0.0001587721],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8602989,0.001285553,0.002901224,0.001552707,0.0001189015,0.00005728038,0.00004694672,0.00008308583,0.1336554],"genre_scores_gemma":[0.9849129,0.0006292201,0.001946758,0.0002095596,0.00001276654,0.00001324394,0.00002812993,0.00004410922,0.01220328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008711669,"threshold_uncertainty_score":0.01732194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04097084992848375,"score_gpt":0.3617955948801808,"score_spread":0.320824744951697,"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."}}