{"id":"W3132168782","doi":"10.1145/3430524.3440633","title":"Shape Changing Fabric Samples for Interactive Fashion Design","year":2021,"lang":"en","type":"article","venue":"","topic":"Interactive and Immersive Displays","field":"Computer Science","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Clothing; Fashion design; Field (mathematics); Computer science; Human–computer interaction; Work (physics); Textile design; Architectural engineering; Engineering; Mechanical engineering; Business","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006908864,0.0006410779,0.0001819924,0.0005308674,0.0003520472,0.001102104,0.0004965757,0.0004708217,0.004846272],"category_scores_gemma":[0.002204779,0.0002968702,0.0003855562,0.0002835839,0.0003367343,0.0008345442,0.0005797328,0.0005465786,0.0008568615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002366702,"about_ca_system_score_gemma":0.0001649194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002352894,"about_ca_topic_score_gemma":0.0009188994,"domain_scores_codex":[0.9996243,0.0001212938,0.00002189143,0.00004409044,0.0001424607,0.00004606889],"domain_scores_gemma":[0.9991162,0.0003492291,0.00009079634,0.000193317,0.0001677029,0.00008278715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003683977,0.0003374873,0.003423719,0.0007634986,0.00002962608,0.0009834109,0.002199716,0.005360339,0.8664071,0.00679118,0.002154435,0.111181],"study_design_scores_gemma":[0.0001227262,0.002799706,0.01589647,0.0001782962,0.0001333683,0.002794643,0.002786104,0.02320471,0.8430197,0.004448561,0.1044536,0.0001622128],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7367185,0.001493731,0.2344855,0.0004649654,0.0003790965,0.0006498845,0.00065923,0.001901183,0.02324788],"genre_scores_gemma":[0.8348897,0.0004703468,0.1584261,0.0001424989,0.00002055258,0.000340177,0.0002736905,0.0003216917,0.005115181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004846272,"threshold_uncertainty_score":0.0162124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0503470449236789,"score_gpt":0.2917675986787158,"score_spread":0.2414205537550368,"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."}}