{"id":"W4413237917","doi":"10.64448/myresearchgo..vol.1.issue.4.009","title":"MARKETING CHALLENGES IN INDIAN TRADITIONAL HANDICRAFTS AND AESTHETIC VALUE","year":2025,"lang":"en","type":"article","venue":"myresearchgo","topic":"Crafts, Textile, and Design","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital","funders":"","keywords":"Handicraft; Marketing; Value (mathematics); Business; Aesthetic value; Aesthetics; Art; Visual arts; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003318757,0.0002460353,0.0002932406,0.001116911,0.004379641,0.01361038,0.00107496,0.001847563,0.01212497],"category_scores_gemma":[0.004286897,0.0001878399,0.0002668091,0.001860668,0.006071209,0.004199505,0.002722022,0.002766856,0.001195506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005586716,"about_ca_system_score_gemma":0.005989158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01586325,"about_ca_topic_score_gemma":0.0219313,"domain_scores_codex":[0.9973752,0.000839017,0.00008496834,0.0002176453,0.001021291,0.0004617471],"domain_scores_gemma":[0.9958689,0.002066256,0.0004319084,0.0001380818,0.0008557064,0.0006392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002094602,0.0005074149,0.02236296,0.001741534,0.00003929259,0.00599044,0.07510016,0.0004880543,0.005106628,0.25946,0.08981553,0.5391786],"study_design_scores_gemma":[0.00001930595,0.0001211794,0.03992851,0.001467079,0.00002658639,0.005138021,0.2185526,0.0007123732,0.001088794,0.05405093,0.6788117,0.0000829799],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2716745,0.03379797,0.001077418,0.2211534,0.00094166,0.00007524752,0.0001097653,0.0000987053,0.4710712],"genre_scores_gemma":[0.9295269,0.01681291,0.001095947,0.01483828,0.0007937534,0.00004073124,0.00003929934,0.00004698893,0.03680519],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01586325,"threshold_uncertainty_score":0.04056203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1288807888944131,"score_gpt":0.2805970727220628,"score_spread":0.1517162838276497,"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."}}