{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005215296,0.000238277,0.0004458186,0.00003764578,0.0002005511,0.00007814229,0.000470423,0.000107287,0.0004383536],"category_scores_gemma":[0.00002355669,0.0001578793,0.0004024279,0.0003030351,0.0000988259,0.0001333392,0.00004737233,0.000747243,0.000005619765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000151027,"about_ca_system_score_gemma":0.0003688989,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006948018,"about_ca_topic_score_gemma":0.002772503,"domain_scores_codex":[0.9982679,0.00009061415,0.0006303082,0.0001396679,0.0005145688,0.000356975],"domain_scores_gemma":[0.9990562,0.0003003612,0.0001436614,0.000268044,0.00009276012,0.0001389256],"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":[0.00006218842,0.000007455261,0.0003970371,0.0005802292,0.002406944,0.00004064247,0.008923303,0.7331566,0.01549969,0.001201345,0.2193082,0.01841645],"study_design_scores_gemma":[0.0002382069,0.00008818113,0.0002724894,0.0002112708,0.0003899029,0.0001278989,0.001784508,0.9588139,0.006141796,0.0001219697,0.03149452,0.0003153676],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.953578,0.01205045,0.02360775,0.003029247,0.003081448,0.0005788101,0.0001638925,0.0003079352,0.003602461],"genre_scores_gemma":[0.9962068,0.0003658574,0.00195409,0.00008777391,0.0002273742,0.000003763751,0.00001155802,0.00003062686,0.001112129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2256573,"threshold_uncertainty_score":0.9996648,"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."}}