{"id":"W2070977880","doi":"10.1002/pse.223","title":"Tests and finite element models of wood light‐frame shear walls with openings","year":2006,"lang":"en","type":"article","venue":"Progress in Structural Engineering and Materials","topic":"Wood Treatment and Properties","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of New Brunswick; Intertek (Canada); Canadian Wood Council","funders":"Natural Sciences and Engineering Research Council of Canada; FPInnovations","keywords":"Shear wall; Finite element method; Structural engineering; Shear (geology); Frame (networking); Engineering; Geology; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00006095021,0.0001894013,0.0002673489,0.00005703599,0.00002100639,0.00007164103,0.00005210769,0.00005327375,0.000006641244],"category_scores_gemma":[0.000002379647,0.0001372282,0.000009907435,0.0000605032,0.00003019141,0.0001742012,0.00003565123,0.00004855702,3.058872e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001387741,"about_ca_system_score_gemma":0.000002740515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004812826,"about_ca_topic_score_gemma":0.000005047934,"domain_scores_codex":[0.9993154,0.00000685535,0.0002254568,0.0001371888,0.00008447961,0.0002305737],"domain_scores_gemma":[0.9998215,0.00001747207,0.00002773848,0.00008627824,0.00001461034,0.00003234878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005969508,0.00007237093,0.02778633,0.007737852,0.000716022,0.0001543277,0.009173271,0.6137348,0.2955158,0.01314483,0.00007891148,0.03128849],"study_design_scores_gemma":[0.003415683,0.0005675365,0.03437734,0.001196603,0.00009847225,0.00009226202,0.0001244227,0.1298833,0.8267699,0.001809198,0.000409245,0.00125593],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963349,0.003114093,0.00006665098,0.00002421899,0.00008792264,0.0001941476,0.00002175035,0.0001082723,0.00004803459],"genre_scores_gemma":[0.9942253,0.00007214955,0.005567755,0.000001517245,0.00003707283,0.00004339372,0.00001113831,0.00002851861,0.00001317459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5312542,"threshold_uncertainty_score":0.5596004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006207440460003032,"score_gpt":0.1911585438345096,"score_spread":0.1849511033745065,"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."}}