{"id":"W2903980323","doi":"10.1016/j.cub.2018.10.060","title":"Active Sensing: Constancy Requires Change","year":2018,"lang":"en","type":"letter","venue":"Current Biology","topic":"Fish biology, ecology, and behavior","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Biology; Electric fish; Sensory system; Fish <Actinopterygii>; Neuroscience; Fishery","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":[0.003336147,0.0006156159,0.001200529,0.0003810772,0.002324978,0.002517747,0.001681973,0.03414032,0.008406806],"category_scores_gemma":[0.01472599,0.0003723073,0.0007045731,0.0003106541,0.00760926,0.004022639,0.001827244,0.04170391,0.008170182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002306805,"about_ca_system_score_gemma":0.001440376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002205707,"about_ca_topic_score_gemma":0.002958295,"domain_scores_codex":[0.9986607,0.0002914234,0.0001198246,0.0003197457,0.0004045013,0.0002037389],"domain_scores_gemma":[0.9922525,0.004975139,0.0003559429,0.0004935486,0.001021034,0.0009018622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001413388,0.00004594164,0.0005886225,0.00006240386,0.00001726386,0.001192459,0.0001584052,0.0000581093,0.0004849596,0.02266501,0.9376181,0.03696739],"study_design_scores_gemma":[0.0001382785,0.00004901367,0.001442861,0.0001658173,0.00002014254,0.001242609,0.0002978808,0.0004246242,0.0005224491,0.1028526,0.8927932,0.00005058564],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0002688321,0.001889019,0.0003319586,0.9784747,0.01644123,0.000004412734,0.00003007928,0.0000329432,0.002526905],"genre_scores_gemma":[0.01155141,0.00243501,0.0005824269,0.8814995,0.09389833,0.00003751517,0.00004289829,0.0000382265,0.009914595],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03414032,"threshold_uncertainty_score":0.02812362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09178402092970889,"score_gpt":0.322455770153839,"score_spread":0.2306717492241301,"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."}}