{"id":"W2101384347","doi":"10.3389/fnins.2015.00371","title":"A physical action potential generator: design, implementation and evaluation","year":2015,"lang":"en","type":"article","venue":"Frontiers in Neuroscience","topic":"Neuroscience and Neural Engineering","field":"Neuroscience","cited_by":123,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Vetenskapsrådet; Linköpings Universitet; Ottawa Hospital Research Institute; University of Ottawa","keywords":"Computer science; Electrode; Generator (circuit theory); Action (physics); Node (physics); Noise (video); Amplitude; Biomedical engineering; Biological system; Control theory (sociology); Simulation; Physics; Acoustics; Artificial intelligence; Engineering; Power (physics); Optics","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":[],"consensus_categories":[],"category_scores_codex":[0.0005193599,0.0001455232,0.0001286765,0.0002370759,0.0001415061,0.0001369525,0.000240685,0.00002828886,0.000001482277],"category_scores_gemma":[0.0003191396,0.0001412437,0.00002338556,0.0007878732,0.0001784262,0.001025856,0.0000793662,0.0001497828,0.000003049997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009936248,"about_ca_system_score_gemma":0.0001076546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006895052,"about_ca_topic_score_gemma":0.000001450514,"domain_scores_codex":[0.9978381,0.000250119,0.0001722337,0.0006549188,0.0007308157,0.0003538318],"domain_scores_gemma":[0.999543,0.00002870527,0.00006849501,0.0001651804,0.00003033325,0.0001642682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000196713,0.00003419162,0.0004585917,0.000002802726,1.142611e-7,0.00001750022,0.000176859,0.00725121,0.9787576,0.0001031152,0.0006050552,0.01257335],"study_design_scores_gemma":[0.000522546,0.000157316,0.001664695,0.000003048649,0.000005399418,0.00004261788,0.0001850516,0.5122542,0.4840222,0.0007105542,0.0002913048,0.0001410349],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9541129,0.00002558134,0.04244498,0.0001714323,0.002683466,0.0004309532,0.000002631567,0.00006534007,0.00006270109],"genre_scores_gemma":[0.9983841,0.00004129413,0.0008981825,0.000505079,0.00008414163,0.00004834744,4.814118e-7,0.00001241457,0.00002593007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.505003,"threshold_uncertainty_score":0.5759752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.131389075093368,"score_gpt":0.3645215540999769,"score_spread":0.2331324790066089,"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."}}