{"id":"W2996615860","doi":"10.1016/j.sna.2019.111800","title":"Disposable piezoelectric vibration sensors with PDMS/ZnO transducers on printed graphene-cellulose electrodes","year":2019,"lang":"en","type":"article","venue":"Sensors and Actuators A Physical","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":45,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Western University","keywords":"Materials science; Polydimethylsiloxane; Fabrication; Piezoelectricity; Optoelectronics; Transducer; Electrode; Graphene; Nanotechnology; Composite material; Acoustics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006444412,0.0003569108,0.0003879161,0.0001219848,0.00007765405,0.00007463857,0.00007867553,0.00008261399,0.00003319381],"category_scores_gemma":[0.00001557774,0.0002806223,0.00007739974,0.0003236846,0.00005829101,0.0002089402,0.000008088238,0.0002207494,0.00005377006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004450647,"about_ca_system_score_gemma":0.00001298919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001499984,"about_ca_topic_score_gemma":0.000003211292,"domain_scores_codex":[0.9986696,0.0000553761,0.0001912285,0.000394254,0.0002195382,0.0004700057],"domain_scores_gemma":[0.9994088,0.0001350853,0.00004524233,0.0002356617,0.0000302194,0.0001450349],"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":[0.0005914676,0.0002028674,0.000390642,0.0001816682,0.0001762686,0.0000213243,0.000915888,0.1324213,0.8503912,0.00755457,0.0001069714,0.007045833],"study_design_scores_gemma":[0.001495279,0.001042041,0.001723705,0.000127445,0.00008853641,0.00002837949,0.0001318263,0.1431978,0.8487181,0.001138774,0.00124652,0.001061567],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967332,0.00001441372,0.001366307,0.00003458144,0.0001151916,0.0002296034,0.000008288066,0.0003686571,0.001129758],"genre_scores_gemma":[0.998988,0.00003963032,0.0003574523,0.00003835736,0.0001587786,0.00001101029,0.00002369883,0.00008539851,0.0002977112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01077651,"threshold_uncertainty_score":0.9999646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004210333060991776,"score_gpt":0.1882664409940881,"score_spread":0.1840561079330963,"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."}}