{"id":"W4250169994","doi":"10.32920/ryerson.14651796","title":"Shoe embedded air pump type piezoelectric power harvester","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Innovative Energy Harvesting Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Lead zirconate titanate; Power (physics); Piezoelectricity; Materials science; Reliability (semiconductor); Diaphragm (acoustics); Acoustics; Bending; Electricity; Automotive engineering; Mechanical engineering; Electrical engineering; Engineering; Vibration; Composite material; Ferroelectricity; Optoelectronics; Physics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001748601,0.0005456791,0.0005215,0.0004518667,0.00004646286,0.0002523428,0.0006965316,0.0007977985,0.0004363925],"category_scores_gemma":[0.0003563992,0.0005428787,0.0001246517,0.001017508,0.00007150086,0.0002518912,0.000903911,0.001539072,0.0001070802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002211543,"about_ca_system_score_gemma":0.0001253256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002365723,"about_ca_topic_score_gemma":0.00002647671,"domain_scores_codex":[0.9981347,0.00003666143,0.0004508786,0.0005767657,0.0002572633,0.0005437433],"domain_scores_gemma":[0.9983171,0.00006710235,0.00007721996,0.001147379,0.0003406038,0.00005066211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006316923,0.0004984537,0.004202914,0.002776748,0.004273551,0.001405026,0.001997883,0.5809288,0.06810734,0.1184986,0.152091,0.06515654],"study_design_scores_gemma":[0.001664444,0.0004472787,0.02552235,0.002036249,0.0003196652,0.0002387462,0.001419778,0.1158924,0.7470365,0.01598629,0.07884146,0.01059484],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7780737,0.0009645475,0.09265109,0.0002761476,0.004373483,0.0003610978,0.00001139751,0.01068099,0.1126075],"genre_scores_gemma":[0.9722638,0.00007460193,0.0189136,0.0002071697,0.0001036379,0.00005817026,0.0001032168,0.0001501062,0.008125678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6789291,"threshold_uncertainty_score":0.9997023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01723976883506461,"score_gpt":0.2327861744303544,"score_spread":0.2155464055952898,"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."}}