{"id":"W3000316576","doi":"10.1061/9780784481837.011","title":"Effective Length Factor of Leg Member in Latticed Steel Tower","year":2018,"lang":"en","type":"article","venue":"","topic":"Structural Load-Bearing Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Hydro (Canada)","funders":"","keywords":"Tower; Structural engineering; Factor (programming language); Engineering; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005433318,0.0001046164,0.000210995,0.0001100148,0.0000109285,0.000009470459,0.00009209088,0.00005972581,0.001196323],"category_scores_gemma":[0.00004775522,0.00008605973,0.0000543458,0.0002349269,0.00003277189,0.0000832886,0.00002605166,0.00009920119,0.00006148784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005471599,"about_ca_system_score_gemma":0.000003655098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002787541,"about_ca_topic_score_gemma":0.0003238958,"domain_scores_codex":[0.9994383,0.00001646621,0.0001523549,0.0001209813,0.0001063405,0.0001655093],"domain_scores_gemma":[0.9996227,0.0000897053,0.00001654587,0.0001957677,0.00004203385,0.00003325604],"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":[0.00004590205,0.00002958913,0.04479192,0.0001239981,0.0006230416,0.000006907342,0.002589833,0.002222186,0.9344977,0.0007765538,0.00121455,0.01307788],"study_design_scores_gemma":[0.0003597305,0.00004157007,0.2207677,0.00002003529,0.00002647136,9.395067e-7,0.00007448053,0.01220729,0.7659448,0.00006358644,0.0003294956,0.000163918],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9674537,0.00002601141,0.0001024413,0.00001114648,0.0001498269,0.00008912595,0.000003292044,0.0001135252,0.03205092],"genre_scores_gemma":[0.9986896,0.000001932411,0.0006680391,0.00001132838,0.00006995448,0.000004778818,9.886149e-7,0.00001527626,0.000538121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1759757,"threshold_uncertainty_score":0.9997167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009586233823853228,"score_gpt":0.2371351980800513,"score_spread":0.2275489642561981,"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."}}