{"id":"W4409425977","doi":"10.70803/001c.136441","title":"Canada/US (CANUS) Comparison of Masonry Beam Design and Detailing Provisions","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; Aeronautics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004739729,0.0003442225,0.0003078745,0.004135185,0.003752945,0.002710287,0.001890365,0.0009039212,0.006155547],"category_scores_gemma":[0.009265137,0.0004447137,0.0004940543,0.005214817,0.001440873,0.0005964533,0.001110124,0.0008637073,0.0008086906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04992886,"about_ca_system_score_gemma":0.08364848,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9550228,"about_ca_topic_score_gemma":0.9848428,"domain_scores_codex":[0.985285,0.0005696545,0.0003185027,0.0003986991,0.01227805,0.001150037],"domain_scores_gemma":[0.9830576,0.0006629423,0.0004743366,0.0008136149,0.0143008,0.0006907948],"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":[0.000629776,0.0002561717,0.05271029,0.0006791705,0.0001078851,0.0003989741,0.004826319,0.05863715,0.02696963,0.2545221,0.1764931,0.4237694],"study_design_scores_gemma":[0.00006807336,0.0002998835,0.1697313,0.0004469316,0.0001235277,0.0002313233,0.005480051,0.01270611,0.02403864,0.005555927,0.7810823,0.0002359489],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.270155,0.002764105,0.05883067,0.005300187,0.0004841473,0.000677396,0.009899245,0.001779364,0.6501099],"genre_scores_gemma":[0.789953,0.002506808,0.07230832,0.001691505,0.00003576974,0.0003598445,0.007341946,0.0005234429,0.1252794],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.04992886,"threshold_uncertainty_score":0.3622609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01684985004989245,"score_gpt":0.2477067425554333,"score_spread":0.2308568925055408,"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."}}