{"id":"W6938992244","doi":"10.60692/1tbbe-snw82","title":"Modeling and Simulation of Linear and Nonlinear MEMS Scale Electromagnetic Energy Harvesters for Random Vibration Environments","year":2014,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Nonlinear system; Random vibration; Vibration; Bandwidth (computing); Voltage; Control theory (sociology); Gaussian; Stiffness; Duffing equation","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":[0.0002038059,0.0003019716,0.0003473662,0.000235626,0.0003721831,0.0004463526,0.0005655144,0.001020989,0.003491856],"category_scores_gemma":[0.0005040976,0.0002325513,0.0004616232,0.000261864,0.0004235453,0.0003993143,0.0003022046,0.0003932741,0.0003331333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005726055,"about_ca_system_score_gemma":0.0005032605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007951004,"about_ca_topic_score_gemma":0.005656102,"domain_scores_codex":[0.999931,0.00001404641,0.000002964506,0.0000124201,0.0000230004,0.00001661011],"domain_scores_gemma":[0.9998084,0.0001094145,0.000026883,0.00001160191,0.00003182659,0.00001190386],"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":[0.00001323027,0.00001196359,0.0004102786,0.00001372534,0.000005061474,0.00003750545,0.00002179199,0.9961837,0.00181175,0.0006329715,0.00006875485,0.0007891549],"study_design_scores_gemma":[0.000002296564,0.000008745423,0.0001146721,9.188136e-7,0.000001351905,0.000003834287,0.000006476586,0.9993748,0.0002718797,0.0001257275,0.00008753203,0.000001773605],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7123017,0.0002583544,0.2506682,0.000489332,0.00005344002,0.0001372582,0.000476736,0.0006724409,0.03494257],"genre_scores_gemma":[0.9854518,0.0000991445,0.007788245,0.00003658896,0.000006232934,0.0001055868,0.00008992341,0.00003726936,0.006385273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007951004,"threshold_uncertainty_score":0.01580942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01295456178161048,"score_gpt":0.1789050717625128,"score_spread":0.1659505099809024,"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."}}