{"id":"W4242629468","doi":"10.2174/187412070701011307","title":"Clinical Variability in Arch Wires: A Preliminary Study Evaluating Mechanical and Surface Characteristics of Two Different Sized Rectangular Stainless Steel Wires","year":2007,"lang":"en","type":"article","venue":"The Open Biomedical Engineering Journal","topic":"Mechanical stress and fatigue analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Arch; Consistency (knowledge bases); Characterization (materials science); Structural engineering; Computer science; Materials science; Mechanical engineering; Engineering; Nanotechnology; Artificial intelligence","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002899975,0.0004627661,0.0005817093,0.0009089876,0.000386598,0.000528905,0.0003719197,0.001018834,0.001369145],"category_scores_gemma":[0.01495689,0.0002757988,0.000284497,0.0005597891,0.001093366,0.0004712795,0.0005074822,0.0004716248,0.0004454907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002269204,"about_ca_system_score_gemma":0.0001839215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002189369,"about_ca_topic_score_gemma":0.0003656763,"domain_scores_codex":[0.9963133,0.001172072,0.0004269468,0.000981427,0.0009916143,0.0001145958],"domain_scores_gemma":[0.9856094,0.008487375,0.00230896,0.001410248,0.001729904,0.0004541137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0150537,0.001709913,0.6432638,0.0005346913,0.0002984183,0.008161908,0.005843854,0.0008456392,0.2608561,0.0002824223,0.0003582971,0.06279133],"study_design_scores_gemma":[0.0001835831,0.03056781,0.9066502,0.00003547277,0.0002400859,0.01564847,0.001807247,0.001819041,0.04020007,0.0002269449,0.002541719,0.00007932611],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959103,0.0003940836,0.003030662,0.00002664171,0.00001472626,0.00009911914,0.00006687028,0.00001231233,0.0004453204],"genre_scores_gemma":[0.998194,0.0001170982,0.001260577,0.00004821916,0.00002786948,0.00004964326,0.00007116537,0.00001598401,0.0002153622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002899975,"threshold_uncertainty_score":0.01533669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03651785534879822,"score_gpt":0.3507618403220635,"score_spread":0.3142439849732653,"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."}}