{"id":"W2296334577","doi":"10.1145/2766912","title":"Foldabilizing furniture","year":2015,"lang":"en","type":"article","venue":"ACM Transactions on Graphics","topic":"Optimization and Packing Problems","field":"Engineering","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Folding (DSP implementation); Computer science; Object (grammar); Design for manufacturability; Mathematical optimization; Granularity; Set (abstract data type); Packing problems; Process (computing); Topology (electrical circuits); Graph; Algorithm; Mathematics; Theoretical computer science; Combinatorics; Artificial intelligence; Programming language; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009339667,0.0001048473,0.00008115081,0.000150985,0.00006761724,0.0000320428,0.0001369204,0.00009829922,0.00005366535],"category_scores_gemma":[0.00001511009,0.0001055658,0.00005872777,0.0003918633,0.00002307598,0.0001043077,0.000001148549,0.0002443813,0.00005651218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002341005,"about_ca_system_score_gemma":0.00001363328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003866338,"about_ca_topic_score_gemma":0.00002655493,"domain_scores_codex":[0.9994971,0.00001471623,0.0001151069,0.00009913611,0.0001339482,0.0001400655],"domain_scores_gemma":[0.9994739,0.00004068293,0.0000100745,0.0003153839,0.00004980533,0.0001101084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008868646,0.00005670348,0.000175042,0.00003424373,0.00005934646,0.000002616786,0.0008883981,0.9827644,0.0001102913,0.001581153,0.002460569,0.01185832],"study_design_scores_gemma":[0.005039585,0.0006408373,0.0009006325,0.0002482433,0.0002959091,0.0001094733,0.001658769,0.3441992,0.01279019,0.06837427,0.5631114,0.002631473],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.006762558,0.0002857323,0.9804246,0.0008410165,0.00140267,0.0001760421,0.00001702212,0.001342961,0.008747406],"genre_scores_gemma":[0.9926759,0.0001780085,0.006653892,0.0002536448,0.00003053833,0.00001511295,0.000006844548,0.00003536981,0.0001506831],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9859133,"threshold_uncertainty_score":0.4304849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04175396911881586,"score_gpt":0.2407796478571418,"score_spread":0.199025678738326,"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."}}