{"id":"W2954012635","doi":"","title":"Balancing local tradition and global influences: Design and business education for traditional artisans in Kachchh, India","year":2018,"lang":"en","type":"article","venue":"Lincoln (University of Nebraska)","topic":"Art Education and Development","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Trent University; Nottingham Trent University","keywords":"Work (physics); Business; Geography; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.002171183,0.0003976249,0.0003334523,0.001216854,0.01495498,0.006446789,0.001673145,0.001363818,0.003822584],"category_scores_gemma":[0.002512853,0.0005403555,0.0003050431,0.001310522,0.01216995,0.001709547,0.005449828,0.003243067,0.000556971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00620524,"about_ca_system_score_gemma":0.006561191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02009462,"about_ca_topic_score_gemma":0.1040908,"domain_scores_codex":[0.9979803,0.0009070543,0.00004839457,0.0001477664,0.0002434264,0.0006731206],"domain_scores_gemma":[0.9970284,0.001388701,0.0002196193,0.0002168765,0.0001663087,0.0009800746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004471262,0.0002322466,0.0151494,0.0001294085,0.000006620811,0.001567286,0.9502875,0.0001452862,0.001062057,0.004557251,0.0008052357,0.02601297],"study_design_scores_gemma":[0.000006594015,0.0001721248,0.01656484,0.00009860523,0.00001028726,0.0005093043,0.9609132,0.0001119728,0.0003326946,0.0006005242,0.02065806,0.00002169445],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849049,0.0002242752,0.0002059037,0.0008869711,0.00001042398,0.00001824795,0.000005415917,0.00001274905,0.01373101],"genre_scores_gemma":[0.9949137,0.0002404227,0.0003664275,0.0001777893,0.000004641624,0.000009712636,0.000005472321,0.00001057031,0.004271242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02009462,"threshold_uncertainty_score":0.04502243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04313337850567193,"score_gpt":0.2206286050501526,"score_spread":0.1774952265444806,"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."}}