{"id":"W4283028902","doi":"10.1007/978-981-19-0511-7_10","title":"Integral Abutment Bridges: Modelling and Predictive Approaches for Temperature Movements","year":2022,"lang":"en","type":"book-chapter","venue":"Lecture notes in civil engineering","topic":"Geotechnical Engineering and Soil Stabilization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Centrifuge; Superstructure; Structural engineering; Abutment; Bridge (graph theory); Geotechnical engineering; Engineering; Physics","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":[0.0003437508,0.0007801682,0.001118727,0.0004881153,0.0004240885,0.001526799,0.001806015,0.001741683,0.002872371],"category_scores_gemma":[0.0009839316,0.0006644416,0.0006831624,0.001165471,0.0006614673,0.001647305,0.0007482508,0.001475944,0.000538732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007067258,"about_ca_system_score_gemma":0.00063126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0099661,"about_ca_topic_score_gemma":0.007259379,"domain_scores_codex":[0.9998599,0.00002334122,0.0000069388,0.00004986012,0.00004217843,0.00001768537],"domain_scores_gemma":[0.9998001,0.0001058289,0.00002640137,0.00001904701,0.00003830306,0.00001026974],"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":[0.00002140153,0.00001569994,0.0001497789,0.00003720173,0.00001139185,0.00002196837,0.00003382727,0.9716429,0.001206601,0.006647417,0.0004266308,0.01978516],"study_design_scores_gemma":[8.503424e-7,0.000003384508,0.00005513052,0.000002693398,0.000003257247,0.000004033233,0.000002509185,0.9979062,0.0001606255,0.001603256,0.0002558284,0.000002224378],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06032772,0.003639846,0.9218082,0.000312695,0.000192413,0.00002654053,0.0002269154,0.0006157798,0.01284985],"genre_scores_gemma":[0.9333487,0.002716613,0.0474407,0.00005734492,0.0001043565,0.00007800337,0.0002226917,0.000183706,0.01584791],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0099661,"threshold_uncertainty_score":0.01981622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01662213718064173,"score_gpt":0.1841401508843744,"score_spread":0.1675180137037326,"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."}}