{"id":"W4409425781","doi":"10.70803/001c.136442","title":"Canada/US (CANUS) Comparison of Out-of-Plane Reinforced Masonry Wall Design Provisions","year":2024,"lang":"en","type":"article","venue":"The Masonry Society Journal","topic":"Masonry and Concrete Structural Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Optech (Canada)","funders":"Canada Masonry Design Centre","keywords":"Masonry; Engineering; Forensic engineering; Structural engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0007257468,0.0003292299,0.0002579619,0.002781388,0.001267898,0.001221028,0.0007265115,0.0003027112,0.004900457],"category_scores_gemma":[0.001925505,0.0002175936,0.0003111084,0.003484,0.0003897561,0.0003145618,0.0004762645,0.0002833099,0.0008001415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01765581,"about_ca_system_score_gemma":0.01865391,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9404476,"about_ca_topic_score_gemma":0.9866671,"domain_scores_codex":[0.9983047,0.00008128963,0.00003958194,0.00007269867,0.001324798,0.0001768242],"domain_scores_gemma":[0.9974012,0.0001222223,0.00006689065,0.0000797952,0.002208684,0.0001211623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001107233,0.0002762046,0.1224474,0.0007865337,0.0001183899,0.0006276238,0.002034854,0.2339047,0.03162198,0.06011475,0.1229736,0.4239867],"study_design_scores_gemma":[0.0001103741,0.0002837309,0.4320935,0.0002487098,0.0001676464,0.0002932273,0.004743896,0.1220989,0.04917039,0.002647176,0.3879277,0.0002147304],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6243863,0.001012833,0.01774711,0.0005964635,0.0001408402,0.0002389586,0.01764292,0.001133684,0.3371008],"genre_scores_gemma":[0.9088544,0.0008938682,0.0222694,0.0001603049,0.000007702257,0.00009757243,0.009209837,0.0003093862,0.05819752],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.05955243,"threshold_uncertainty_score":0.1281024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01819829175981,"score_gpt":0.2353862451979747,"score_spread":0.2171879534381647,"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."}}