{"id":"W4380450999","doi":"10.52202/069179-0305","title":"EXPERIMENTAL INVESTIGATIONS ON CLT PANELS WITH OPENINGS","year":2023,"lang":"en","type":"article","venue":"","topic":"Wood Treatment and Properties","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"China Postdoctoral Science Foundation; National Natural Science Foundation of China; University of Northern British Columbia","keywords":"Stiffness; Cross laminated timber; Structural engineering; Shear (geology); Shear wall; Materials science; Engineering; Composite material","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008394432,0.0008899274,0.0004910628,0.0004496614,0.001130294,0.0005475067,0.0008254219,0.001298673,0.01549246],"category_scores_gemma":[0.001671134,0.0004635637,0.0005641499,0.0006121569,0.001067481,0.0008875103,0.001047393,0.00161892,0.002282826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002442691,"about_ca_system_score_gemma":0.0002621633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005448664,"about_ca_topic_score_gemma":0.0008155493,"domain_scores_codex":[0.998666,0.00008516143,0.00005528016,0.0004345882,0.000408166,0.0003507207],"domain_scores_gemma":[0.9974113,0.0006844873,0.0002627633,0.0005875757,0.0008016193,0.0002522287],"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":[0.0004098088,0.0005357593,0.0004790076,0.0001824712,0.00000768895,0.0001993988,0.0002926186,0.0008838268,0.9924433,0.0002676741,0.0002623461,0.004036001],"study_design_scores_gemma":[0.0000732359,0.004667521,0.01097674,0.00007385136,0.00005947204,0.0003813865,0.0006093312,0.004261076,0.9713608,0.0004162072,0.007063993,0.00005628123],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97768,0.0005800768,0.01136474,0.00006672515,0.000226148,0.0002150665,0.0009127003,0.0002283366,0.008726199],"genre_scores_gemma":[0.9766141,0.0005353594,0.01255556,0.00008638426,0.00005997232,0.0002748063,0.0009143365,0.000162548,0.008797006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01549246,"threshold_uncertainty_score":0.05182749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03887328897535703,"score_gpt":0.2238525610875567,"score_spread":0.1849792721121997,"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."}}