{"id":"W2326193222","doi":"10.1115/pvp2006-icpvt-11-93273","title":"Simplified Limit Load Determination Using the Reference Two-Bar Structure","year":2006,"lang":"en","type":"article","venue":"","topic":"Probabilistic and Robust Engineering Design","field":"Decision Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Bar (unit); Limit (mathematics); Equivalence (formal languages); Scaling; Component (thermodynamics); Simple (philosophy); Computer science; Mathematics; Applied mathematics; Mathematical analysis; Physics; Geometry; Discrete mathematics; Thermodynamics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000616931,0.0005844401,0.0005659396,0.0009553349,0.0004193576,0.0009247763,0.001441799,0.0008602734,0.004785935],"category_scores_gemma":[0.001820876,0.0004015963,0.0003769249,0.0005134908,0.0007808588,0.001750827,0.0008854576,0.0006681714,0.001272528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003835288,"about_ca_system_score_gemma":0.0004368022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005443115,"about_ca_topic_score_gemma":0.0007852109,"domain_scores_codex":[0.9993973,0.0001144471,0.00002224423,0.0000976166,0.0003386955,0.00002968406],"domain_scores_gemma":[0.9995622,0.0001261714,0.00004106359,0.0001202795,0.0001354957,0.00001471474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001927103,0.00008909899,0.0008416024,0.0002697046,0.0000296926,0.0004407636,0.0002507487,0.2426836,0.1083227,0.4068418,0.002373984,0.2376636],"study_design_scores_gemma":[0.00003288065,0.0001555299,0.000531116,0.00002794668,0.0000141421,0.00025519,0.00003876288,0.8969211,0.02937659,0.06383688,0.008755407,0.00005435236],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0127391,0.00007815417,0.9804817,0.00003313156,0.00002451264,0.00002392773,0.00001927239,0.0001997529,0.006400476],"genre_scores_gemma":[0.4180814,0.0002318858,0.5760239,0.00006986485,0.0000376852,0.0001262587,0.000161266,0.000116923,0.005150799],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004785935,"threshold_uncertainty_score":0.01601052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1247625631757955,"score_gpt":0.3539084486616653,"score_spread":0.2291458854858697,"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."}}