{"id":"W2971048252","doi":"10.3389/fnint.2019.00052","title":"Novel Functions of Feedback in Electrosensory Processing","year":2019,"lang":"en","type":"article","venue":"Frontiers in Integrative Neuroscience","topic":"Fish biology, ecology, and behavior","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research; Deutsche Forschungsgemeinschaft","keywords":"Electric fish; Sensory system; Electroreception; Neuroscience; Feed forward; Context (archaeology); Afferent; Computer science; Perception; Fish <Actinopterygii>; Psychology; Biology","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":[0.000238019,0.0001386512,0.0002295241,0.0001508946,0.00005071397,0.00001218768,0.000347983,0.00008681411,0.00008200209],"category_scores_gemma":[0.0001478523,0.0001130769,0.00003783917,0.0009381466,0.0008178398,0.0003016726,0.00008837274,0.0003211916,0.00002834747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002046815,"about_ca_system_score_gemma":0.00003979823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000104317,"about_ca_topic_score_gemma":0.0007266013,"domain_scores_codex":[0.9986675,0.00006642905,0.0002641147,0.0004903574,0.0001588981,0.0003527382],"domain_scores_gemma":[0.999641,0.0000311226,0.000109638,0.0001643955,0.00001266353,0.00004117376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001677329,0.0001200165,0.5536515,0.000002331883,1.94889e-7,0.0000014542,0.0001611858,0.0001648236,0.4441909,0.000007273607,0.0006758454,0.00100775],"study_design_scores_gemma":[0.0003094122,0.0002365706,0.9874515,0.00001877047,0.000002123867,0.000007172885,0.0008564426,0.003135211,0.006983664,0.00009145707,0.000785325,0.0001223455],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898634,0.00002267743,0.003612761,0.0001199522,0.001042048,0.0002958587,0.000008639515,0.00001359278,0.005021048],"genre_scores_gemma":[0.994922,0.00001044146,0.002832433,0.0002793758,0.000006549849,0.00002289072,0.000001258377,0.000006949578,0.001918132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4372073,"threshold_uncertainty_score":0.4611141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01496024951824542,"score_gpt":0.2446429040389292,"score_spread":0.2296826545206838,"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."}}