{"id":"W4391546741","doi":"10.1007/978-3-031-34027-7_3","title":"Validation of Proposed Analytical Model and Design Procedures for Multi-panel CLT Shearwalls Through Experimental Investigation","year":2024,"lang":"en","type":"book-chapter","venue":"Lecture notes in civil engineering","topic":"Structural Load-Bearing Analysis","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006604937,0.0007473418,0.0004578847,0.0006493197,0.0005146646,0.000974838,0.001673591,0.001402997,0.00564964],"category_scores_gemma":[0.001299674,0.0003855261,0.000533483,0.0004592956,0.0004229695,0.0008251349,0.0004156019,0.0004871833,0.002136216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005986671,"about_ca_system_score_gemma":0.001187983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001610101,"about_ca_topic_score_gemma":0.002495124,"domain_scores_codex":[0.9996,0.00006782931,0.0000222145,0.00007639809,0.0001919293,0.00004161217],"domain_scores_gemma":[0.9993079,0.0001520705,0.00007404047,0.0001643724,0.0002750554,0.0000265519],"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":[0.0002774006,0.0003194613,0.002202943,0.0003627421,0.00002841956,0.0002124326,0.0002097747,0.7043381,0.2030442,0.007706312,0.003317001,0.07798131],"study_design_scores_gemma":[0.00003303138,0.0002395315,0.0008071425,0.00003002266,0.00002230569,0.00007709262,0.00008336861,0.9406537,0.05294683,0.001154698,0.003918382,0.00003390098],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08701506,0.00009498177,0.904624,0.0001551408,0.00007307591,0.0002018336,0.0005628571,0.00195757,0.005315464],"genre_scores_gemma":[0.7140949,0.0002181367,0.2788537,0.00004818875,0.00001646261,0.0004496398,0.0007008337,0.0002399169,0.005378301],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00564964,"threshold_uncertainty_score":0.01889986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05278927996887954,"score_gpt":0.2639876358363011,"score_spread":0.2111983558674216,"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."}}