{"id":"W2794933426","doi":"10.3390/s18041029","title":"A Novel Model to Simulate Flexural Complements in Compliant Sensor Systems","year":2018,"lang":"en","type":"article","venue":"Sensors","topic":"Dynamics and Control of Mechanical Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Spline (mechanical); Torsion (gastropod); Nonlinear system; Revolute joint; Kinematics; Flexural strength; Rigid body; Structural engineering; Computer science; Engineering; Control theory (sociology); Mechanical engineering; Classical mechanics; Control (management); Physics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001635381,0.0001765618,0.0003018521,0.00009763397,0.00003853593,0.00005021731,0.0001599623,0.00006430681,0.000008375233],"category_scores_gemma":[0.00001152321,0.0001690499,0.0000487997,0.0001574,0.00001329866,0.00003447526,0.00003866446,0.0001001064,0.0002595347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001350667,"about_ca_system_score_gemma":0.000006969192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002452731,"about_ca_topic_score_gemma":0.0002470732,"domain_scores_codex":[0.9987811,0.00001782922,0.000370426,0.000208699,0.0002042803,0.0004176107],"domain_scores_gemma":[0.9994971,0.00002757969,0.00002694794,0.0002437441,0.00005353013,0.0001511298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001756459,0.00001821033,0.00004566135,0.00002746075,0.00002467484,0.000006032416,0.0001860973,0.9760889,0.02155757,0.001721586,0.0001136278,0.0001926557],"study_design_scores_gemma":[0.0007438808,0.00004862298,0.0002179382,0.00007393542,0.000005513512,0.000006199148,0.0001252999,0.9970322,0.00005453956,0.00005203234,0.0014249,0.0002149783],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9486647,0.0000198986,0.04714509,0.00009819133,0.0007557799,0.0004993952,0.00007443411,0.000190596,0.002551895],"genre_scores_gemma":[0.9981558,9.744174e-7,0.001133224,0.00008880226,0.0001502176,0.00001433742,0.000004910068,0.00004012169,0.0004115775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04949111,"threshold_uncertainty_score":0.6893656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03174874769474604,"score_gpt":0.2591759077495325,"score_spread":0.2274271600547864,"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."}}