{"id":"W3047938096","doi":"","title":"Challenging hierarchies, enhancing capabilities : innovations in design and business education for handloom weavers in India","year":2018,"lang":"en","type":"dissertation","venue":"Nottingham Trent University's Institutional Repository (Nottingham Trent Repository)","topic":"Crafts, Textile, and Design","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Santander Universities; Trent University; Indian National Trust for Art and Cultural Heritage; Gilchrist Educational Trust; Nottingham Trent University","keywords":"Craft; Government (linguistics); Nature versus nurture; Intrapreneurship; Entrepreneurship; Sociology; Economic growth; Engineering; Public relations; Political science; Management; Geography; Economics","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":[0.00171807,0.0003478999,0.0001817384,0.001083753,0.005890606,0.006667403,0.001369952,0.001035162,0.003041583],"category_scores_gemma":[0.002011593,0.0003112108,0.0003123021,0.001041702,0.008920185,0.0025187,0.007404815,0.00219531,0.0004716932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006295096,"about_ca_system_score_gemma":0.008390881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0132839,"about_ca_topic_score_gemma":0.04236099,"domain_scores_codex":[0.9982999,0.0006193423,0.00005231068,0.000131718,0.000333684,0.000562975],"domain_scores_gemma":[0.9981817,0.0009092616,0.0001676269,0.000187017,0.0001392871,0.0004150614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008237781,0.0005525642,0.01424867,0.000522712,0.00001989889,0.003129985,0.6278831,0.001467796,0.006302287,0.1747653,0.003661257,0.167364],"study_design_scores_gemma":[0.00003345912,0.0004876723,0.01924044,0.0006499399,0.0000503403,0.001499176,0.6629452,0.001576948,0.004937365,0.02727127,0.2812257,0.00008251317],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8455462,0.001232046,0.004688762,0.00397809,0.00006609241,0.00009699134,0.00001090004,0.00007956225,0.1443013],"genre_scores_gemma":[0.9848242,0.0006974014,0.002833463,0.000302982,0.000006648669,0.00002299811,0.000007191763,0.00001635749,0.01128875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0132839,"threshold_uncertainty_score":0.04567438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01642515270984996,"score_gpt":0.2225362075208273,"score_spread":0.2061110548109773,"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."}}