{"id":"W2021940171","doi":"10.1115/wtc2005-63280","title":"The Influence of Residual Stress on Micromachine Stiction of a Stiff Circular Plate","year":2005,"lang":"en","type":"article","venue":"World Tribology Congress III, Volume 1","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Stiction; Materials science; Residual stress; Stiffness; Microelectromechanical systems; Composite material; Adhesion; Stress (linguistics); Membrane; Bending; Substrate (aquarium); Coupling (piping); Strain energy release rate; Structural engineering; Fracture mechanics; Nanotechnology; Chemistry; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001263985,0.0001822793,0.0003330398,0.0001591929,0.000101255,0.000009061591,0.00033153,0.0001297171,0.00002201],"category_scores_gemma":[0.0001249811,0.0001484283,0.00005737339,0.0002248177,0.0004191236,0.00009482145,0.00006520248,0.0003605268,0.000008239913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004586572,"about_ca_system_score_gemma":0.00001591596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000277065,"about_ca_topic_score_gemma":0.0003773501,"domain_scores_codex":[0.9989148,0.00001787267,0.0004302083,0.0001937495,0.0001424344,0.0003008879],"domain_scores_gemma":[0.9990466,0.0002429608,0.0001543122,0.0004398827,0.00008256485,0.00003370372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002736031,0.0001279423,0.006823852,0.0001070162,0.0002693249,0.00002137783,0.0002534856,0.3131074,0.6321098,0.0033498,0.002293075,0.0412633],"study_design_scores_gemma":[0.002382207,0.0003030206,0.06187512,0.0002798368,0.0001013346,0.00001723217,0.0001608307,0.00479565,0.8727279,0.001084396,0.05577991,0.0004925176],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970102,0.001591871,0.0001531574,0.0002298773,0.0003045485,0.0001947148,0.00005469785,0.000230274,0.0002306286],"genre_scores_gemma":[0.9984674,0.0002855469,0.0005105085,0.00001536906,0.00005059249,0.00002536538,0.000007826271,0.00002305281,0.0006143777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3083117,"threshold_uncertainty_score":0.6052729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005763077658950683,"score_gpt":0.224680719199944,"score_spread":0.2189176415409933,"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."}}