{"id":"W4396512750","doi":"10.1111/cgf.15030","title":"Computational Smocking through Fabric‐Thread Interaction","year":2024,"lang":"en","type":"article","venue":"Computer Graphics Forum","topic":"3D Shape Modeling and Analysis","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Image stitching; Thread (computing); Computer science; Computer graphics (images); Engineering drawing; Artificial intelligence; Engineering; Programming language","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006985072,0.000148678,0.0001381786,0.0002088187,0.00008862958,0.0001929101,0.0001155355,0.00006579077,0.00001718967],"category_scores_gemma":[0.00000191286,0.0001488635,0.0001699845,0.0004372537,0.00002106421,0.000266266,0.00004084392,0.0002536231,0.00007609171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003492741,"about_ca_system_score_gemma":0.000009736604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000134658,"about_ca_topic_score_gemma":0.000007183179,"domain_scores_codex":[0.9991868,0.00001175225,0.0002095075,0.0002121907,0.0001602229,0.0002195738],"domain_scores_gemma":[0.9996915,0.00008804174,0.00001305351,0.0001281844,0.00004081407,0.00003837446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000001073187,0.00001161145,0.0002249925,0.00007869066,0.000198122,0.00001685503,0.0003422322,0.9310367,0.000009828887,0.03353709,0.009342203,0.02520062],"study_design_scores_gemma":[0.00005646687,0.00001328343,0.00004407485,0.0001140351,0.00002811174,0.00001790743,0.000023608,0.9581652,0.0000361521,0.03159243,0.009746657,0.0001621004],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01753274,0.001159438,0.9777506,0.0003048584,0.001559269,0.00004036763,0.000007095346,0.0009197724,0.0007258561],"genre_scores_gemma":[0.9918413,0.0001021078,0.007432051,0.0002282292,0.0002682621,0.000005322308,0.00006254789,0.00003569599,0.00002446842],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9743086,"threshold_uncertainty_score":0.6070477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0177114077013173,"score_gpt":0.2522318009503414,"score_spread":0.2345203932490241,"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."}}