{"id":"W4414779659","doi":"10.1007/978-3-031-96763-4_6","title":"Statistical Study of Partially Grouted Concrete Masonry Shear Walls","year":2025,"lang":"en","type":"book-chapter","venue":"Lecture notes in civil engineering","topic":"Masonry and Concrete Structural Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Masonry; Masonry veneer; Shear wall; Shear (geology); Reinforced concrete; Shear strength (soil)","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":[0.002486549,0.0002760134,0.0004268169,0.001172742,0.0003690779,0.0006883774,0.00127922,0.00049607,0.001476105],"category_scores_gemma":[0.01297079,0.0003278308,0.0005025285,0.001385171,0.001170726,0.0006225191,0.0006378672,0.0004699126,0.0002053606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003570101,"about_ca_system_score_gemma":0.0005024909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002517649,"about_ca_topic_score_gemma":0.003601583,"domain_scores_codex":[0.9987279,0.0006030352,0.00004699514,0.0002415549,0.0002643652,0.0001162379],"domain_scores_gemma":[0.9704105,0.02286036,0.001813632,0.002763449,0.001660255,0.0004917008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001609353,0.0004222173,0.4443807,0.000199558,0.0005640871,0.0009570026,0.0006829489,0.3981975,0.02096851,0.03142656,0.00158906,0.09900249],"study_design_scores_gemma":[0.00002084504,0.0004802452,0.2864645,0.00002339085,0.0001124173,0.0004002336,0.0004988962,0.6978146,0.006370264,0.00683456,0.0009211867,0.00005888562],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9596807,0.0001220764,0.03935263,0.00002632395,0.000007643213,0.000008260967,0.0002303808,0.00009865237,0.0004732968],"genre_scores_gemma":[0.9961607,0.00003030435,0.002855131,0.000002956862,0.000009698387,0.000004734927,0.0004792756,0.00001905586,0.0004380758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002517649,"threshold_uncertainty_score":0.01315027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007273970369415184,"score_gpt":0.2044320364228341,"score_spread":0.1971580660534189,"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."}}