{"id":"W2323467186","doi":"10.1115/imece2015-51175","title":"Extension of U* Index Theory to Nonlinear Case of Load Transfer Analysis","year":2015,"lang":"en","type":"article","venue":"","topic":"Mechanical Engineering and Vibrations Research","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nonlinear system; Transfer function; Index (typography); Control theory (sociology); Transfer (computing); Extension (predicate logic); Path (computing); Elasticity (physics); Trajectory; Mathematics; Structural engineering; Computer science; Engineering; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0004070397,0.00005924691,0.0001722025,0.0002068831,0.000006175945,0.000003583238,0.00006546797,0.00004592882,0.0001444832],"category_scores_gemma":[0.0001063419,0.00004887501,0.00006542555,0.0007406558,0.000009536117,0.00003087066,0.0000130538,0.00006718379,0.00001024022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001834427,"about_ca_system_score_gemma":0.00002103112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008776479,"about_ca_topic_score_gemma":0.00005813764,"domain_scores_codex":[0.9994408,0.00001969713,0.0001852031,0.00008225098,0.0001719747,0.000100048],"domain_scores_gemma":[0.999419,0.00005644373,0.000003195231,0.0002351165,0.0001515788,0.0001346045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003132019,0.00004113161,0.00002094212,0.00004966286,0.0002064681,0.00002790397,0.0002863514,0.9650353,0.02290189,0.002993058,0.0001189311,0.008287109],"study_design_scores_gemma":[0.0001631333,0.00005935376,0.0000349548,0.000006321703,0.00004610461,0.000008707131,0.0001252742,0.9500586,0.04915408,0.00008533602,0.0001934868,0.00006463187],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3128732,0.00003595702,0.6859142,0.00001008646,0.00002075237,0.00004963345,0.000007799982,0.00004355286,0.001044831],"genre_scores_gemma":[0.9938654,0.000004219968,0.005934803,0.000005486649,0.00001143846,0.000003478408,0.00000236709,0.000009535885,0.0001633087],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6809922,"threshold_uncertainty_score":0.1993065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02971998302156715,"score_gpt":0.2860454163141958,"score_spread":0.2563254332926286,"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."}}