{"id":"W2524360221","doi":"10.1152/jn.00594.2016","title":"Electrosensory processing in<i>Apteronotus albifrons</i>: implications for general and specific neural coding strategies across wave-type weakly electric fish species","year":2016,"lang":"en","type":"article","venue":"Journal of Neurophysiology","topic":"Fish biology, ecology, and behavior","field":"Environmental Science","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Fonds de recherche du Québec – Nature et technologies; Canadian Institutes of Health Research; Canada Research Chairs","keywords":"Electric fish; Electroreception; Stimulus (psychology); Neural coding; Sensory system; Biology; Neuroscience; Physics; Fish <Actinopterygii>; Psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"bench_or_experimental","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007433956,0.0002482093,0.00014849,0.0004249533,0.0002534595,0.0002108123,0.0001882998,0.0003177625,0.001044134],"category_scores_gemma":[0.0001648867,0.0001293685,0.000162339,0.0001171577,0.0004034704,0.0003123748,0.000342308,0.0002146533,0.0001406167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003355318,"about_ca_system_score_gemma":0.0001363888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005248383,"about_ca_topic_score_gemma":0.008113116,"domain_scores_codex":[0.999964,0.000002244143,0.00000325436,0.0000140375,0.000006832795,0.000009729641],"domain_scores_gemma":[0.999851,0.00001592031,0.00005912299,0.000007861968,0.00002245068,0.00004368903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00009702345,0.000007133564,0.01075824,0.00002375242,0.000005525639,0.00008289023,0.0001002392,0.00006022898,0.9872239,0.00003386208,0.00001883332,0.00158848],"study_design_scores_gemma":[0.000005831927,0.0001237305,0.9786861,0.000005084931,0.0000108132,0.0001891705,0.000185138,0.0004116192,0.02012489,0.00007245319,0.0001774877,0.00000772652],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991854,0.00003895893,0.0002318527,0.00001798387,0.000001344665,0.000003643355,0.00005917741,0.000008553647,0.0004532314],"genre_scores_gemma":[0.9989772,0.00003694206,0.0003726617,0.00002813297,0.000002289633,0.000007547599,0.00008673851,0.000005078795,0.0004834546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005248383,"threshold_uncertainty_score":0.01043564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03744863249763705,"score_gpt":0.2804938800673979,"score_spread":0.2430452475697609,"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."}}