{"id":"W6986042690","doi":"","title":"Table of Contents","year":2025,"lang":"en","type":"article","venue":"The Institutional Repository at DePaul University (DePaul University)","topic":"Mechanics and Biomechanics Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"University of Illinois at Urbana-Champaign; Butler University; National University of Ireland; Augsburg University; Dartmouth College; Kenyon College; University of Notre Dame; DePaul University; Princeton University; Northern Illinois University; Johns Hopkins University; York University; University of Missouri; Northwestern University; University of Pennsylvania; Carleton College; University of California, Irvine; Georgetown University; Boston College; University of Minnesota; University of Southern California; Yale University; University at Buffalo; Massachusetts Institute of Technology; Creighton University; Harvard University; Brown University","keywords":"","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009236962,0.0009472823,0.001195328,0.007588221,0.002221403,0.005294569,0.001679942,0.001034956,0.9176083],"category_scores_gemma":[0.008688064,0.0004105176,0.000626085,0.006408914,0.0004739532,0.002121714,0.002045587,0.001161802,0.8772377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001949782,"about_ca_system_score_gemma":0.003783087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006013906,"about_ca_topic_score_gemma":0.00846767,"domain_scores_codex":[0.9991373,0.00009793841,0.00004393518,0.0001276603,0.0005190101,0.00007408886],"domain_scores_gemma":[0.9957843,0.0008406529,0.0001566706,0.0004716214,0.00214063,0.0006060227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001174822,0.0000307167,0.0001748964,0.0001212523,0.000002706888,0.00001392236,0.00001606084,0.00005117972,0.00007660072,0.0008215281,0.9665932,0.03208629],"study_design_scores_gemma":[0.000008704301,0.00001351458,0.000615082,0.0002055894,0.000005131548,0.00003380752,0.00005915426,0.00005368119,0.000129275,0.001022331,0.9978462,0.000007488207],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004481037,0.001390973,0.001623711,0.002044702,0.004651233,0.0006910237,0.09582018,0.002955416,0.8903747],"genre_scores_gemma":[0.001908523,0.001659863,0.001491383,0.001423503,0.00118976,0.0004671437,0.05116881,0.001318924,0.9393721],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08239168,"threshold_uncertainty_score":0.1175218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007181386418126428,"score_gpt":0.1553012891828391,"score_spread":0.1481199027647127,"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."}}