{"id":"W2803163882","doi":"10.1080/20511787.2018.1449077","title":"Textiles as Material Gestalt: Cloth as a Catalyst in the Co-designing Process","year":2017,"lang":"en","type":"article","venue":"Journal of Textile Design Research and Practice","topic":"Fashion and Cultural Textiles","field":"Arts and Humanities","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Trent University; Nottingham Trent University","keywords":"Gestalt psychology; Aesthetics; Clothing; Fashion design; Embodied cognition; Process (computing); Narrative; Agency (philosophy); Identity (music); Textile; Visual arts; Psychology; Sociology; Computer science; Art; Artificial intelligence","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":[0.00794882,0.0005553769,0.0002867742,0.00131563,0.003808957,0.008453861,0.0009735233,0.001359546,0.006047978],"category_scores_gemma":[0.01003501,0.0004149169,0.0006967873,0.001012992,0.01269359,0.006422672,0.008569274,0.001348898,0.0010054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001335807,"about_ca_system_score_gemma":0.001286065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000628586,"about_ca_topic_score_gemma":0.0008836995,"domain_scores_codex":[0.9929336,0.005235454,0.0001884458,0.0006047205,0.0007104118,0.0003273153],"domain_scores_gemma":[0.9934269,0.004153737,0.0003141878,0.001379606,0.0003282896,0.0003973059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002189352,0.0001869137,0.00740367,0.0006720746,0.0000512933,0.002757898,0.6781135,0.001309484,0.02043082,0.192815,0.002281129,0.09375931],"study_design_scores_gemma":[0.00006609203,0.0006834944,0.01304616,0.001031417,0.0001278912,0.004674979,0.4451774,0.00492765,0.02303536,0.1182389,0.3888121,0.0001786781],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6437046,0.001838058,0.191075,0.005253196,0.0004816533,0.0003421045,0.0001027746,0.0003324244,0.1568701],"genre_scores_gemma":[0.957047,0.0004171264,0.02958825,0.000251752,0.00002776668,0.0001207085,0.00003367274,0.0001643469,0.01234946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008453861,"threshold_uncertainty_score":0.04203784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.266803048355987,"score_gpt":0.4623725553613777,"score_spread":0.1955695070053907,"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."}}