{"id":"W2074126597","doi":"10.1088/1748-3182/8/3/036003","title":"Energy harvesting from the tail beating of a carangiform swimmer using ionic polymer–metal composites","year":2013,"lang":"en","type":"article","venue":"Bioinspiration & Biomimetics","topic":"Innovative Energy Harvesting Technologies","field":"Engineering","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Division of Civil, Mechanical and Manufacturing Innovation; National Science Foundation","keywords":"Materials science; Fish locomotion; Electroactive polymers; Composite material; Polymer; Context (archaeology); Ionic bonding; Curvature; Mechanics; Chemistry; Physics; Classical mechanics; Geometry; Ion","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":[0.00007904189,0.0002270135,0.0002226143,0.00009763661,0.0001355938,0.0002076662,0.00021524,0.0002964296,0.0005578508],"category_scores_gemma":[0.00009742641,0.00008696628,0.0002098957,0.0001040577,0.000244206,0.0002656887,0.0002986125,0.0001765939,0.0002325897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009980061,"about_ca_system_score_gemma":0.00007124583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001927147,"about_ca_topic_score_gemma":0.000335952,"domain_scores_codex":[0.999964,0.000002794773,0.000001825791,0.0000107246,0.0000123402,0.000008286541],"domain_scores_gemma":[0.9999535,0.00002012688,0.00001288094,0.000003860629,0.000005260429,0.000004363108],"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":[0.00003077006,0.00001194318,0.0001826793,0.00007603168,0.00000383582,0.00009625623,0.00004116944,0.002085428,0.9942111,0.0002038817,0.00002044636,0.003036432],"study_design_scores_gemma":[0.0000102534,0.0003865954,0.001618583,0.00001107644,0.00001809985,0.0001539467,0.00009925265,0.04006341,0.9555637,0.0001800144,0.001877784,0.00001726164],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860174,0.0004342189,0.01224365,0.00004856909,0.00001401583,0.00001066462,0.00001181606,0.00003200888,0.001187825],"genre_scores_gemma":[0.9931889,0.0003552338,0.005147662,0.00002798779,0.000006768241,0.00001045355,0.00001492252,0.000008985758,0.00123912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005578508,"threshold_uncertainty_score":0.001866162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02281274867580807,"score_gpt":0.209079540761962,"score_spread":0.186266792086154,"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."}}