{"id":"W1978976248","doi":"10.1016/j.conbuildmat.2010.12.064","title":"Heat transfer and structural response modelling of FRP confined rectangular concrete columns in fire","year":2011,"lang":"en","type":"article","venue":"Construction and Building Materials","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"National Research Council Canada; Queen's University","funders":"","keywords":"Retrofitting; Fibre-reinforced plastic; Parametric statistics; Structural engineering; Materials science; Reinforced concrete; Computer science; 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":[0.0002599164,0.0003378768,0.0005665586,0.0002337999,0.0005339131,0.0006277376,0.0008484118,0.001127955,0.00141345],"category_scores_gemma":[0.0006927628,0.0004620408,0.0005711156,0.0002544655,0.001007375,0.000490178,0.0003291392,0.0006544041,0.0001945607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008168541,"about_ca_system_score_gemma":0.0005555658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02766066,"about_ca_topic_score_gemma":0.01125961,"domain_scores_codex":[0.9998991,0.00002366864,0.000003790527,0.00002032596,0.00001887148,0.00003418721],"domain_scores_gemma":[0.9997384,0.0001513519,0.00002522474,0.00002167193,0.00003426449,0.00002895768],"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":[0.00008872469,0.00006011892,0.001150819,0.00001601419,0.000007917294,0.00008567012,0.00005188113,0.9896125,0.007339783,0.0005599915,0.00005457819,0.0009718964],"study_design_scores_gemma":[0.000007281619,0.0000259463,0.001133756,0.000002241711,0.000002886832,0.000009115445,0.00003010507,0.9971555,0.001501032,0.00007894454,0.00004858218,0.000004554367],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875145,0.00007213834,0.008151525,0.00006055045,0.00001219494,0.00001961252,0.0000612556,0.00005504428,0.004053087],"genre_scores_gemma":[0.9981007,0.00002839193,0.0005087184,0.000006151227,0.000002627787,0.000008608904,0.00002029972,0.0000132284,0.001311345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02766066,"threshold_uncertainty_score":0.05499935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02201518778176292,"score_gpt":0.2121381093725826,"score_spread":0.1901229215908196,"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."}}