{"id":"W2283857408","doi":"10.1680/macr.14.00163","title":"Shear capacity of RC beams at elevated temperatures","year":2015,"lang":"en","type":"article","venue":"Magazine of Concrete Research","topic":"Fire effects on concrete materials","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Parametric statistics; Structural engineering; Reinforced concrete; Shear (geology); Heat capacity; Materials science; Composite material; Engineering; Mathematics","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":[0.0003013806,0.0003171083,0.000232458,0.0006112337,0.0001454657,0.0002233395,0.0002953286,0.0002882833,0.001430873],"category_scores_gemma":[0.0005158933,0.0001862906,0.0002899233,0.0003920885,0.0004860844,0.0002918761,0.0002164491,0.0002572057,0.0004843345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002351448,"about_ca_system_score_gemma":0.0002279613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001247062,"about_ca_topic_score_gemma":0.001474481,"domain_scores_codex":[0.999762,0.00001977816,0.00001027702,0.00004730952,0.0001295466,0.00003116914],"domain_scores_gemma":[0.9996735,0.00009557471,0.0000931813,0.00004756803,0.00007645961,0.00001369271],"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":[0.0002345427,0.00003619463,0.02127377,0.00009172376,0.00002985031,0.0003308399,0.0003260297,0.06020125,0.893098,0.001061403,0.0001783044,0.02313812],"study_design_scores_gemma":[0.00001014016,0.0003585549,0.09444635,0.00003857804,0.00003862177,0.0002611472,0.0002000472,0.08279611,0.8191246,0.0007602206,0.001903867,0.00006161027],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841111,0.0002650534,0.01335268,0.00001803532,0.000008504299,0.00001123786,0.0003523339,0.0001104222,0.001770776],"genre_scores_gemma":[0.9983845,0.0001213945,0.0007385262,0.000004268086,0.000001802307,0.000009498022,0.0001348047,0.000009394219,0.0005958013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001430873,"threshold_uncertainty_score":0.00478673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05699584935154522,"score_gpt":0.3020875244286356,"score_spread":0.2450916750770903,"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."}}