{"id":"W4396814095","doi":"10.1016/j.jobe.2024.109594","title":"Cyclic loading behavior of concrete with thermally-induced damage","year":2024,"lang":"en","type":"article","venue":"Journal of Building Engineering","topic":"Fire effects on concrete materials","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Materials science; Composite material; Cyclic stress; Amplitude; Strain (injury); Modulus; Stress (linguistics); Pulse (music); Structural engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.000467495,0.0002284087,0.0004388214,0.0003853859,0.00001645602,0.0001032419,0.0002298499,0.00008993293,0.00003108534],"category_scores_gemma":[0.00005812197,0.0001921357,0.0001214031,0.0002710607,0.00001503164,0.0003627804,0.00002593739,0.000351617,0.000002906559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001099638,"about_ca_system_score_gemma":0.00003207879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004013342,"about_ca_topic_score_gemma":1.727033e-7,"domain_scores_codex":[0.9988044,0.00001815234,0.0005194302,0.0001121,0.0002787731,0.0002671758],"domain_scores_gemma":[0.9993788,0.0001970572,0.00009435185,0.0001665117,0.00006337114,0.00009993567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001049409,0.000001207356,0.00005498765,0.0004577308,0.0001509519,0.0002896283,0.0001410022,0.03788592,0.959949,0.0001484948,0.00003718481,0.0008734475],"study_design_scores_gemma":[0.0003644442,0.0002060471,0.0007667898,0.001807498,0.000164756,0.0004060512,0.00001875791,0.06122198,0.9341657,0.000003334284,0.0005844516,0.0002901648],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882867,0.0008580404,0.008982245,0.0000127424,0.001372919,0.0001159083,0.000005065349,0.0002476394,0.0001187302],"genre_scores_gemma":[0.9919353,0.00002707313,0.007572492,0.000003851431,0.0003351937,0.000006030779,4.846426e-7,0.0001130626,0.000006487527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02578322,"threshold_uncertainty_score":0.7835066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006973509511224554,"score_gpt":0.2165193963736578,"score_spread":0.2095458868624333,"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."}}