{"id":"W2035707228","doi":"10.1177/0887302x15578263","title":"Inspired and Inspiring Textile Designers","year":2015,"lang":"en","type":"article","venue":"Clothing and Textiles Research Journal","topic":"Design Education and Practice","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Creativity; Context (archaeology); Sociocultural evolution; Narrative; Process (computing); Participant observation; Engineering design process; Studio; Visual arts; Computer science; Sociology; Psychology; Engineering; Social psychology; Art","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":[0.005628669,0.000630545,0.0002645903,0.0009462049,0.003161837,0.006212587,0.001063973,0.001465905,0.003377325],"category_scores_gemma":[0.01241836,0.0006114338,0.0005393848,0.0005583235,0.004518739,0.003066141,0.004283605,0.001893277,0.0008649852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001129207,"about_ca_system_score_gemma":0.001255706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003987506,"about_ca_topic_score_gemma":0.001627998,"domain_scores_codex":[0.9940117,0.003964225,0.0001541636,0.0005663621,0.0009163304,0.0003871988],"domain_scores_gemma":[0.9932272,0.003675711,0.0005817645,0.0009113664,0.0006848621,0.0009192337],"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":[0.000212783,0.0003149226,0.0224595,0.000462813,0.00005879849,0.00205934,0.816496,0.0008568083,0.01529452,0.0310818,0.004440401,0.1062623],"study_design_scores_gemma":[0.0001134098,0.0009346288,0.01695084,0.0005711866,0.0001353687,0.007844415,0.4376366,0.003690518,0.009533016,0.03331804,0.4890837,0.0001882196],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8834102,0.001105534,0.03275007,0.002066968,0.0002554136,0.000237002,0.00003203893,0.0001615966,0.07998127],"genre_scores_gemma":[0.9470098,0.0005171086,0.02480154,0.0007483962,0.00005544696,0.0001074202,0.00004853273,0.0001010765,0.02661066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006212587,"threshold_uncertainty_score":0.02976763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1766766603103975,"score_gpt":0.3858583971740815,"score_spread":0.2091817368636841,"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."}}