{"id":"W4409415674","doi":"10.70803/001c.136440","title":"Canada/US (CANUS) Comparison of Reinforced Masonry Design: Project Overview and Design Examples","year":2024,"lang":"en","type":"article","venue":"The Masonry Society Journal","topic":"Civil and Structural Engineering Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Masonry; Engineering; Forensic engineering; Construction engineering; Structural engineering","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":[0.0007627589,0.0001983668,0.0002831993,0.00003757927,0.0001649408,0.0001631293,0.0002646397,0.0000742401,0.00005967041],"category_scores_gemma":[0.00003694823,0.0001325927,0.0001290119,0.0002673244,0.00007241751,0.000122645,0.0000526427,0.0007025579,0.00000124822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002000465,"about_ca_system_score_gemma":0.0004223979,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00802261,"about_ca_topic_score_gemma":0.001038378,"domain_scores_codex":[0.9986689,0.00007744721,0.0003215046,0.0001197756,0.0004327233,0.0003796282],"domain_scores_gemma":[0.9992135,0.0004384425,0.0000358273,0.0001602194,0.00004823211,0.0001038268],"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":[0.00003503626,0.000004966813,0.0001470091,0.001365867,0.0007049218,0.00004161856,0.005261625,0.6277067,0.01073015,0.0006302607,0.3256436,0.02772817],"study_design_scores_gemma":[0.0002169616,0.0000793041,0.001137213,0.0003103965,0.00006136554,0.0003052059,0.0007028396,0.9648879,0.002790811,0.0001190985,0.02913908,0.0002498703],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4113792,0.2732126,0.305719,0.002374369,0.003080021,0.002001656,0.0001175704,0.0008188337,0.001296752],"genre_scores_gemma":[0.9880177,0.005402947,0.005772257,0.00004409689,0.0002407095,0.0000113115,0.000002729003,0.00005018647,0.0004580873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5766385,"threshold_uncertainty_score":0.9985831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06272454057073762,"score_gpt":0.2860639376294798,"score_spread":0.2233393970587422,"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."}}