{"id":"W3194390404","doi":"10.14288/1.0401370","title":"Optimization of connection between traditional Japanese post and beam frames and Midply infills","year":2021,"lang":"en","type":"article","venue":"Open Collections","topic":"Structural Load-Bearing Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Connection (principal bundle); Computer science; Mathematics; Geometry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002748163,0.0008933099,0.0003581588,0.0005194974,0.0003390919,0.0005172978,0.0006482932,0.0004542886,0.001968915],"category_scores_gemma":[0.000575218,0.0003459222,0.0002654028,0.0003432265,0.000196799,0.0004805775,0.0004684502,0.000189475,0.0005092189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000240126,"about_ca_system_score_gemma":0.0003423093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006730122,"about_ca_topic_score_gemma":0.002909752,"domain_scores_codex":[0.9997674,0.00003646874,0.00001578468,0.00006221896,0.00006934589,0.00004886268],"domain_scores_gemma":[0.9998348,0.00002631969,0.00004695372,0.00002193189,0.00004602439,0.00002392989],"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":[0.0005562162,0.0002522621,0.01434704,0.0005365664,0.00005981177,0.0008405794,0.000312204,0.1273984,0.7390257,0.002551368,0.0006241576,0.1134956],"study_design_scores_gemma":[0.0001402065,0.006536838,0.05859974,0.00009822064,0.000321246,0.000862301,0.00113291,0.3790713,0.5323324,0.0009998241,0.01979902,0.0001060085],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9745815,0.000110848,0.02234918,0.00001140621,0.00002057536,0.00003434914,0.00005900174,0.0001218447,0.002711266],"genre_scores_gemma":[0.9819254,0.00006047689,0.01694285,0.00000394495,0.000003211901,0.00002474616,0.00006011663,0.00003721143,0.0009420312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001968915,"threshold_uncertainty_score":0.006586671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01540635620519444,"score_gpt":0.2169907075840142,"score_spread":0.2015843513788197,"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."}}