{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000858074,0.0001694944,0.0002161007,0.0002920213,0.0008915487,0.00001138473,0.0005339817,0.0001137988,0.00002115502],"category_scores_gemma":[0.00001282177,0.0001651774,0.0001268907,0.0007796392,0.0001509007,0.0001864105,0.0003670795,0.0001595699,0.00001366863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005181871,"about_ca_system_score_gemma":0.0001152999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001079512,"about_ca_topic_score_gemma":0.000108801,"domain_scores_codex":[0.9991573,0.00004742694,0.0001424396,0.0002155224,0.0002135966,0.0002237219],"domain_scores_gemma":[0.9993314,0.00007280309,0.00006164479,0.0002986825,0.0001698117,0.00006562911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001689442,0.0005359704,0.0001601778,0.0007288426,0.004176128,0.434334,0.00007039133,0.03646272,0.338992,0.1806592,0.0009276735,0.001263557],"study_design_scores_gemma":[0.003334933,0.0001452613,0.001485848,0.0003231819,0.0007403662,0.009281129,0.002505815,0.02268571,0.1157617,0.001738708,0.8410915,0.000905879],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8901916,0.0002851996,0.007052179,0.0001051793,0.0007688749,0.0001815276,0.000060634,0.0001577463,0.101197],"genre_scores_gemma":[0.9755307,0.0002906942,0.0001120111,0.00002488914,0.00002257074,1.365168e-7,0.00001128419,0.000006216597,0.02400147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8401638,"threshold_uncertainty_score":0.6857162,"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."}}