{"id":"W3201854511","doi":"10.1016/j.jobe.2021.103390","title":"Experimental study on seismic behavior of novel AAC prefabricated panel walls","year":2021,"lang":"en","type":"article","venue":"Journal of Building Engineering","topic":"Masonry and Concrete Structural Analysis","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Structural engineering; Shear wall; Ductility (Earth science); Stiffness; Seismic loading; Roof; Reinforcement; Engineering; Materials science; Creep; Composite material","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001223393,0.0001708107,0.0003696391,0.000180556,0.00002238637,0.00002473432,0.0001718004,0.0000498295,0.0000406519],"category_scores_gemma":[0.0000346532,0.0001572578,0.0001772576,0.0002992602,0.000007131911,0.0001283014,0.00003210466,0.0002657015,6.13494e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008331342,"about_ca_system_score_gemma":0.00001477633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003648341,"about_ca_topic_score_gemma":1.239886e-7,"domain_scores_codex":[0.9989437,0.00001209513,0.0004811445,0.0001093786,0.0002791712,0.0001744358],"domain_scores_gemma":[0.9995102,0.00004675447,0.0001103879,0.0001605386,0.00008858108,0.00008353599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000005774001,0.00007420174,0.0002139622,0.00001839577,0.0001488578,0.00005598004,0.0002047656,0.4438413,0.5551302,0.0000157607,0.00001257903,0.000278177],"study_design_scores_gemma":[0.0009956578,0.0003028404,0.006144776,0.0001528203,0.0002165332,0.0002092857,0.0006183265,0.2270979,0.7638276,0.000001160684,0.0001632457,0.0002698798],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918435,0.0003513913,0.007250496,0.00001021079,0.0003814301,0.00006331286,0.000004392103,0.0000489774,0.00004631176],"genre_scores_gemma":[0.9971464,0.000009387285,0.002662453,0.000006676453,0.000119023,0.000003606605,0.000001083263,0.00002978993,0.00002152896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2167434,"threshold_uncertainty_score":0.6412787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02288207650922515,"score_gpt":0.2465589586875764,"score_spread":0.2236768821783512,"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."}}