{"id":"W2768622779","doi":"10.1145/3130800.3130881","title":"Metasilicone","year":2017,"lang":"en","type":"article","venue":"ACM Transactions on Graphics","topic":"Advanced Materials and Mechanics","field":"Engineering","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Materials science; Silicone; Stiffness; Composite material; Fabrication; Material properties; Material Design; Elastomer; Sensitivity (control systems); Composite number; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005043083,0.00009601281,0.0001025692,0.00005362678,0.0002958901,0.00004976373,0.0002762522,0.00006194223,0.00007236069],"category_scores_gemma":[0.00001413733,0.00009518817,0.00006097069,0.00003497528,0.00002816105,0.0001541132,0.00000250503,0.0001229121,0.00003623568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008887299,"about_ca_system_score_gemma":0.000003838939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005366429,"about_ca_topic_score_gemma":0.00003198295,"domain_scores_codex":[0.9996004,0.000004210704,0.00009096257,0.00009567606,0.00007188748,0.0001369028],"domain_scores_gemma":[0.9990839,0.00001877696,0.00001914145,0.0008111301,0.00001631695,0.00005072056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001204148,0.0004546638,0.00004958854,0.000399253,0.000724277,0.00006538229,0.0004996047,0.05528576,0.4262944,0.07338597,0.001200344,0.4415203],"study_design_scores_gemma":[0.001426382,0.0001792959,0.001098023,0.00007379501,0.0001996433,0.0000264733,0.00006718326,0.007305526,0.7921838,0.1073089,0.0892273,0.0009036622],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1191339,0.0001316144,0.8748148,0.0004252589,0.002600411,0.0001818462,0.00008109882,0.0006324759,0.001998559],"genre_scores_gemma":[0.9945931,0.0008221738,0.004343641,0.00007013012,0.00003088843,0.00002162746,0.000001703581,0.00002639525,0.00009035978],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8754591,"threshold_uncertainty_score":0.3881661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02576855276064468,"score_gpt":0.2572821178500364,"score_spread":0.2315135650893917,"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."}}