{"id":"W2088267583","doi":"10.1139/l07-099","title":"Proposals for limit states torsional strength design of wide-flange steel members","year":2008,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Structural Load-Bearing Analysis","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Energy","funders":"University of Alberta","keywords":"Flange; Torsion (gastropod); Structural engineering; Engineering; Finite element method; Limit state design; Mechanical engineering; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.005216328,0.0009523791,0.0007351741,0.001828119,0.001110153,0.002067975,0.003429302,0.001611209,0.007119972],"category_scores_gemma":[0.007565142,0.0008962546,0.0008645774,0.0006722176,0.002333662,0.002349994,0.001890249,0.001116343,0.00187213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001383875,"about_ca_system_score_gemma":0.00168504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001014185,"about_ca_topic_score_gemma":0.001577547,"domain_scores_codex":[0.9974743,0.000921901,0.0001238571,0.0002102437,0.001138731,0.0001309368],"domain_scores_gemma":[0.9976346,0.0007027986,0.0002130766,0.0002605561,0.001080268,0.0001087119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001578326,0.000130043,0.001038193,0.0002897799,0.00002494718,0.000218761,0.0007902312,0.328457,0.01462255,0.5322405,0.003814838,0.1182153],"study_design_scores_gemma":[0.000105824,0.0004490818,0.0005544622,0.0002938714,0.00005055874,0.0002445735,0.0004215003,0.6487132,0.01432911,0.2761008,0.05860388,0.0001330992],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.010909,0.0001620988,0.9671788,0.0002998079,0.00007749591,0.0001151781,0.00002743896,0.0002195243,0.02101069],"genre_scores_gemma":[0.3125355,0.0005994993,0.6665791,0.0002127109,0.0001053336,0.001081779,0.0001312461,0.0002669158,0.01848779],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007119972,"threshold_uncertainty_score":0.02758694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01468118170137694,"score_gpt":0.1836977671196677,"score_spread":0.1690165854182908,"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."}}