{"id":"W2788396265","doi":"10.1088/1361-665x/aaaba5","title":"Design, fabrication, and testing of a low frequency MEMS piezoelectromagnetic energy harvester","year":2018,"lang":"en","type":"article","venue":"Smart Materials and Structures","topic":"Innovative Energy Harvesting Technologies","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Microelectromechanical systems; Fabrication; Energy harvesting; Materials science; Piezoelectricity; Power density; Electrical engineering; Power (physics); Electrode; Substrate (aquarium); Mechanical energy; Acoustics; Optoelectronics; 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":[0.0001035547,0.0001481993,0.0001879982,0.0000939301,0.00006709551,0.00008376739,0.00009357656,0.00008511708,0.00002619656],"category_scores_gemma":[0.0001820421,0.0001261228,0.000005910378,0.0001618599,0.0002291796,0.000129948,0.00004353784,0.00003767863,3.924761e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009025815,"about_ca_system_score_gemma":0.0000101944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000953685,"about_ca_topic_score_gemma":0.00001026817,"domain_scores_codex":[0.9993411,0.00002633087,0.0002324446,0.0001575008,0.00006397982,0.0001786513],"domain_scores_gemma":[0.9995808,0.00005679424,0.00006356571,0.0001533211,0.0001247037,0.00002080006],"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":[0.000004472703,0.000001721839,0.0007287194,0.00007800427,0.00001368141,9.132857e-7,0.0000678851,0.00001973803,0.9849604,0.009232421,0.000134884,0.004757172],"study_design_scores_gemma":[0.0001121018,0.00016064,0.04709033,0.00003558683,0.00000775943,0.00001856608,0.000008733069,0.0002040903,0.9158445,0.03629854,0.00006896826,0.0001501594],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877176,0.0002582718,0.01127874,0.00001509186,0.0002190767,0.00005745564,0.000007702642,0.0002226018,0.0002234872],"genre_scores_gemma":[0.9707309,0.00002268833,0.02906071,0.00002134254,0.0001012132,0.00001232969,0.000003757488,0.00002122436,0.0000258161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06911586,"threshold_uncertainty_score":0.5143139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01335420460423021,"score_gpt":0.2014999526150958,"score_spread":0.1881457480108656,"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."}}