{"id":"W4364861834","doi":"10.2139/ssrn.4415765","title":"Design and Development of a Mems Ring Gyroscope with Ring-Shaped Spokes","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Ring (chemistry); Gyroscope; Vibrating structure gyroscope; Microelectromechanical systems; Ring laser gyroscope; Engineering; Materials science; Nanotechnology; Chemistry; Aerospace 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008450312,0.0006975962,0.0008573384,0.0006493992,0.0006420565,0.0006345079,0.001755492,0.001182507,0.001731563],"category_scores_gemma":[0.001139553,0.0005264954,0.0003687265,0.0002831192,0.0003537233,0.0007392858,0.0006679418,0.0004627793,0.001417853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003847051,"about_ca_system_score_gemma":0.00110662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008029756,"about_ca_topic_score_gemma":0.0009841195,"domain_scores_codex":[0.9992523,0.00009973983,0.00004089705,0.000215438,0.0003162955,0.00007541168],"domain_scores_gemma":[0.9990574,0.0001614113,0.0001253696,0.0001337771,0.0004246371,0.00009747216],"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":[0.0006686755,0.0001301134,0.004452209,0.0006547061,0.00009733741,0.0004028126,0.0003679101,0.007746341,0.8454202,0.004238704,0.002472381,0.1333486],"study_design_scores_gemma":[0.0001762338,0.002790094,0.005863313,0.00007788322,0.0001742314,0.001711874,0.0001051453,0.1327243,0.8070957,0.0005785469,0.04859,0.0001127073],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1230951,0.00138131,0.861285,0.0005001401,0.0005355166,0.00101493,0.0003403752,0.004773096,0.007074538],"genre_scores_gemma":[0.4763259,0.0003685413,0.5167299,0.000172961,0.0001187611,0.0003914319,0.0001821689,0.0001404671,0.005569774],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001755492,"threshold_uncertainty_score":0.005792677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04182951842982473,"score_gpt":0.3229192856309478,"score_spread":0.2810897672011231,"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."}}