{"id":"W4235474923","doi":"10.32920/ryerson.14656038","title":"UHPC Infilled Circular steel Tube Column Design","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Innovative concrete reinforcement materials","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Eurocode; Column (typography); Structural engineering; Tube (container); Engineering; Cross section (physics); Materials science; Mechanical engineering; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001210913,0.0004845832,0.0002449515,0.0003488593,0.0002271666,0.0003948672,0.0007256102,0.0004560857,0.003570711],"category_scores_gemma":[0.0002244054,0.0001637422,0.0002302027,0.0002335477,0.0003334316,0.0002043771,0.0003918038,0.0003273767,0.0009578842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006745263,"about_ca_system_score_gemma":0.001102554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007211901,"about_ca_topic_score_gemma":0.0118778,"domain_scores_codex":[0.9997967,0.00002398743,0.000006983549,0.00002992489,0.0001076856,0.0000346878],"domain_scores_gemma":[0.9997692,0.00001483665,0.00003104233,0.00002230088,0.0001222839,0.00004044169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005297202,0.0001401458,0.003054802,0.0004472344,0.00003550614,0.0005776937,0.00009809705,0.4136364,0.4977162,0.006838296,0.002416437,0.0745095],"study_design_scores_gemma":[0.00006635313,0.00187489,0.01098681,0.00005284898,0.00008806724,0.0006189923,0.0001255848,0.5412787,0.4083197,0.001058707,0.03543299,0.00009633097],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6523798,0.0004467275,0.2949941,0.0001242218,0.0001267929,0.0005682009,0.001499363,0.001895123,0.04796569],"genre_scores_gemma":[0.9228223,0.0001991079,0.06451544,0.00003713563,0.000009434713,0.0001880128,0.0004473395,0.0001558502,0.01162545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007211901,"threshold_uncertainty_score":0.0143398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03095907222182417,"score_gpt":0.2318645399248782,"score_spread":0.200905467703054,"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."}}