{"id":"W3094461235","doi":"10.1139/cjce-2020-0463","title":"Empirical assessment of the out-of-plane strength of unreinforced masonry infills with openings under earthquake loading","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Masonry and Concrete Structural Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Dipartimento della Protezione Civile, Presidenza del Consiglio dei Ministri","keywords":"Unreinforced masonry building; Masonry; Structural engineering; Engineering; Geotechnical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0006896921,0.0003577918,0.0002921812,0.001131605,0.0001604838,0.0004101825,0.0006153825,0.0004370766,0.0008397287],"category_scores_gemma":[0.003224571,0.0002161039,0.0001740176,0.0005540705,0.000735486,0.0005242799,0.00049239,0.0002944842,0.0002942202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002417541,"about_ca_system_score_gemma":0.0001715583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001789812,"about_ca_topic_score_gemma":0.004410457,"domain_scores_codex":[0.9996126,0.00005569728,0.00002757912,0.0000575486,0.000198237,0.00004837443],"domain_scores_gemma":[0.9974082,0.0009317275,0.0005268148,0.0002973567,0.000711882,0.0001239717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008074463,0.0005158785,0.4827218,0.0002953029,0.00007564959,0.001981505,0.001405584,0.1808256,0.2603479,0.001777085,0.0005370049,0.06870927],"study_design_scores_gemma":[0.00001389339,0.0006288227,0.7329691,0.00004720089,0.00003469784,0.0008954171,0.001099421,0.1755661,0.08702295,0.0005190967,0.001141875,0.00006146231],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973475,0.00003988246,0.001524943,0.000005021794,0.000001799548,0.000007945758,0.00008924174,0.00001471935,0.0009689589],"genre_scores_gemma":[0.9993166,0.0000303238,0.0004095419,0.000001427972,0.000001140539,0.00000323139,0.00008062214,0.000004101833,0.0001529178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001789812,"threshold_uncertainty_score":0.003647447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01324159135996266,"score_gpt":0.2129669082833567,"score_spread":0.199725316923394,"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."}}