{"id":"W1560857251","doi":"10.1002/9780470261316.ch8","title":"Specification‐Based Applications of Stability in Steel Design","year":2008,"lang":"en","type":"other","venue":"","topic":"Structural Load-Bearing Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Column (typography); Stability (learning theory); Frame (networking); Beam (structure); Steel frame; Structural engineering; Engineering; Computer science; Mechanical engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001303775,0.0008774595,0.0005001263,0.001075511,0.0005788482,0.001253781,0.001007679,0.0004998885,0.006758],"category_scores_gemma":[0.00317092,0.0006430495,0.0007331466,0.001010535,0.0008324006,0.001063106,0.0006941636,0.0009274888,0.002051108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001353368,"about_ca_system_score_gemma":0.001590365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009824349,"about_ca_topic_score_gemma":0.0118663,"domain_scores_codex":[0.998356,0.0004501176,0.000100839,0.0001192256,0.0009224965,0.0000513595],"domain_scores_gemma":[0.9989051,0.0004032812,0.00008412312,0.0001060705,0.000488661,0.00001283019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002247018,0.00004424664,0.001018453,0.0002537719,0.00002912428,0.00007041416,0.0002640837,0.1908547,0.005288766,0.5135996,0.006989645,0.2815648],"study_design_scores_gemma":[0.00001872,0.0001076272,0.001687439,0.0002566196,0.00003360624,0.0001570454,0.0001982323,0.6946236,0.01035472,0.1926353,0.09987979,0.00004718606],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.004145156,0.0005933549,0.9552439,0.0002069418,0.00005493858,0.00004349935,0.00006604039,0.0002772286,0.03936902],"genre_scores_gemma":[0.3154076,0.00460681,0.6285629,0.0002309952,0.0002104658,0.0003335371,0.0006034049,0.0004382438,0.04960597],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.009824349,"threshold_uncertainty_score":0.0226078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03035279016533083,"score_gpt":0.2213794951961305,"score_spread":0.1910267050307997,"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."}}