{"id":"W4379526964","doi":"10.14359/51738829","title":"Ultra-High-Toughness Concrete Retrofitted Boundary Column Shear Walls: Tests and Capacity Prediction","year":2023,"lang":"en","type":"article","venue":"ACI Structural Journal","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Sierra leone; Environmental protection; Ancient history; Ethnology; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001988454,0.0003783581,0.0003961839,0.0002354075,0.0004886768,0.0003804091,0.0002984513,0.0002459167,0.0001815054],"category_scores_gemma":[0.0001050477,0.0003468199,0.000114982,0.0004980297,0.0002207798,0.0008427462,0.00004929627,0.0009813335,0.00003491098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000230727,"about_ca_system_score_gemma":0.0000494763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005983706,"about_ca_topic_score_gemma":0.000002964202,"domain_scores_codex":[0.9978985,0.00005794271,0.0005353515,0.0002825747,0.0005375578,0.0006881235],"domain_scores_gemma":[0.9989981,0.0001006331,0.0001209622,0.0002667606,0.0001505816,0.0003629447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001268292,1.729413e-7,0.03277496,0.0002069868,0.0003563093,0.0004522406,0.001668179,0.00383063,0.9298561,0.0003721962,0.005412246,0.02494318],"study_design_scores_gemma":[0.002496355,0.0002748811,0.9090677,0.0001684892,0.0001940682,0.006299985,0.0003836734,0.01614718,0.06023116,0.001527276,0.002185115,0.001024126],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955426,0.0001956484,0.00007371958,0.000101759,0.002664826,0.0002233743,0.0001408308,0.0008268411,0.0002304197],"genre_scores_gemma":[0.9977516,0.0002285073,0.001078285,0.00004986428,0.0006202238,0.000008106795,0.00006284445,0.0000674677,0.0001330989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8762928,"threshold_uncertainty_score":0.9998984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0134803154879015,"score_gpt":0.2271082908591822,"score_spread":0.2136279753712808,"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."}}