{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005225408,0.001148731,0.0008670148,0.0007496282,0.0006066242,0.001219534,0.001291963,0.0009560228,0.005283619],"category_scores_gemma":[0.002066077,0.0007075223,0.001235869,0.000595011,0.0009152915,0.001958277,0.001648856,0.0008854251,0.0007882892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008142227,"about_ca_system_score_gemma":0.0005467357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00160326,"about_ca_topic_score_gemma":0.001660617,"domain_scores_codex":[0.9993687,0.00009415833,0.0000361425,0.0001695214,0.0002176168,0.0001138029],"domain_scores_gemma":[0.9993358,0.0002316569,0.00009220053,0.0002089993,0.00008914659,0.00004215262],"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":[0.0001730082,0.0001055685,0.001971189,0.0002234788,0.00005476546,0.0002551108,0.0002646473,0.7704653,0.0628507,0.03052934,0.001527025,0.13158],"study_design_scores_gemma":[0.00001788434,0.0002363234,0.0009417628,0.00002501123,0.00003323948,0.0002333328,0.0001334483,0.9142904,0.03760872,0.04047133,0.005977278,0.00003130471],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1167467,0.0001686828,0.8764783,0.0001374506,0.00002692506,0.00008637195,0.0001282871,0.0007916519,0.005435672],"genre_scores_gemma":[0.6024906,0.0002256559,0.3916894,0.00008549204,0.00002033963,0.0001217661,0.0005479137,0.0005719048,0.004246961],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005283619,"threshold_uncertainty_score":0.01767546,"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."}}