{"id":"W4226064564","doi":"10.1007/978-981-19-0656-5_47","title":"Shape Factor Influence of Fibre Reinforced Elastomeric Isolators on the Seismic Response of a Bridge Pier","year":2022,"lang":"en","type":"book-chapter","venue":"Lecture notes in civil engineering","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Pier; Structural engineering; Bridge (graph theory); Elastomer; Materials science; Geology; Geotechnical engineering; Composite material; Engineering; Anatomy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001707849,0.0007149067,0.0008010083,0.0006691074,0.00003835255,0.00001720916,0.0006582598,0.0004324576,0.0008626278],"category_scores_gemma":[0.0004213277,0.0006396175,0.0003027384,0.0003169362,0.00008269636,0.0001198896,0.0001522615,0.00158195,0.000008833457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003648406,"about_ca_system_score_gemma":0.00007411125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000256125,"about_ca_topic_score_gemma":0.000002996472,"domain_scores_codex":[0.9978505,0.00002144792,0.0007738405,0.000345874,0.0005633767,0.0004449875],"domain_scores_gemma":[0.9974498,0.001365012,0.000234123,0.00080991,0.00005994909,0.0000812653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001201825,2.261807e-7,0.00001184437,0.0002304612,0.00008749391,0.00002128837,0.0004784927,0.9597465,0.03755773,0.0004213944,0.000008045568,0.001316343],"study_design_scores_gemma":[0.001406174,0.0009519465,0.007794001,0.003335595,0.0002434728,0.0001676674,0.00001206562,0.8429458,0.1260231,0.0002249818,0.013542,0.003353254],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904043,0.0006977497,0.00487334,0.00004185078,0.0005462867,0.0007640859,0.0002428006,0.0003625929,0.002066978],"genre_scores_gemma":[0.9989882,0.00009248674,0.0001527315,0.00005103808,0.00005280532,0.00003528226,0.00001771374,0.0002165929,0.0003932059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1168007,"threshold_uncertainty_score":0.9996055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009640824188138193,"score_gpt":0.2027887193123691,"score_spread":0.1931478951242309,"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."}}