{"id":"W1490522437","doi":"","title":"A theoretical study on using PVDF in the acoustic micropump for biomedical applications","year":2007,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Micropump; Bimorph; Materials science; Polyvinylidene fluoride; Piezoelectricity; Voltage; Actuator; Displacement (psychology); Acoustics; Vibration; Excitation; Power density; Composite material; Power (physics); Electrical engineering; Engineering; Polymer; Nanotechnology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004105083,0.0005519983,0.0005026986,0.0006725922,0.0008313626,0.0009939796,0.001162107,0.00159711,0.01120839],"category_scores_gemma":[0.000993519,0.000289933,0.0006901477,0.0003961186,0.001421336,0.001836704,0.0005130605,0.000626524,0.001402217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007946376,"about_ca_system_score_gemma":0.000573554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001136992,"about_ca_topic_score_gemma":0.001089103,"domain_scores_codex":[0.9997936,0.00003956264,0.000006591762,0.00003387026,0.00009255426,0.00003378915],"domain_scores_gemma":[0.9997759,0.0001534498,0.00001100943,0.00001957039,0.00003126651,0.000008835987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004285368,0.00008999276,0.0001497088,0.0006620805,0.00001408846,0.0003808421,0.0002288809,0.02490511,0.01718061,0.9407071,0.003085942,0.01255282],"study_design_scores_gemma":[0.00005561661,0.0002883005,0.000850517,0.0003341869,0.00004752447,0.001093099,0.0002848162,0.486129,0.01902742,0.4401274,0.05168104,0.00008100361],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.06364565,0.01505991,0.4013491,0.01163582,0.001480218,0.0002735607,0.0002892081,0.0002293514,0.5060371],"genre_scores_gemma":[0.8052285,0.01766342,0.07404266,0.001884884,0.0006679646,0.000446828,0.0001252642,0.0001832377,0.09975722],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01120839,"threshold_uncertainty_score":0.03749579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01976633227543026,"score_gpt":0.2731017397901298,"score_spread":0.2533354075146995,"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."}}