{"id":"W2592031931","doi":"","title":"Web-Crippling Strength of Multi-Web Cold-Formed Steel Deck Sections Subjected to End One Flange (EOF) Loading","year":2002,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Structural Load-Bearing Analysis","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cold-formed steel; Flange; Deck; Structural engineering; Engineering; Web application; High strength steel; Materials science; World Wide Web; Computer science; Finite element method","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002166041,0.0009171711,0.00124992,0.001909853,0.0002616837,0.000143606,0.0007637846,0.001190298,0.0006445993],"category_scores_gemma":[0.0002526513,0.001065368,0.0004460858,0.002735902,0.00004936424,0.0001988137,0.00008403907,0.001605156,0.0001727663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005901264,"about_ca_system_score_gemma":0.00008346948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000307706,"about_ca_topic_score_gemma":0.003887959,"domain_scores_codex":[0.9963,0.00004793952,0.001161197,0.0008379174,0.0007331847,0.0009197287],"domain_scores_gemma":[0.9977985,0.0002233489,0.000357854,0.001032631,0.0002788003,0.000308843],"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":[0.00005757134,0.0001059905,0.0003921043,0.0007248964,0.001049463,0.00002099669,0.0009372106,0.007405257,0.9813695,0.0001059447,0.001305689,0.006525361],"study_design_scores_gemma":[0.002287722,0.0001945395,0.014556,0.002689876,0.001799008,0.00002138215,0.001693064,0.07140003,0.8959627,0.00005613922,0.006287107,0.003052394],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893722,0.001265082,0.0004834334,0.00001718823,0.001335643,0.0008947197,0.0002904227,0.002222389,0.004118918],"genre_scores_gemma":[0.9855056,0.0003933671,0.008875058,0.00001236537,0.0002685466,0.0002063762,0.0007585376,0.0003453689,0.003634769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08540678,"threshold_uncertainty_score":0.9991797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01452268457833361,"score_gpt":0.2357269999784123,"score_spread":0.2212043154000786,"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."}}