{"id":"W2176761609","doi":"10.1038/ncomms9764","title":"The neural dynamics of sensory focus","year":2015,"lang":"en","type":"article","venue":"Nature Communications","topic":"Fish biology, ecology, and behavior","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Focus (optics); Sensory system; Dynamics (music); Computer science; Neuroscience; Biology; Psychology; Physics","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":[0.000259212,0.00005354889,0.0000661562,0.00001013655,0.0002039998,0.000006935228,0.00100082,0.0001669487,0.0000264034],"category_scores_gemma":[0.000164333,0.00003658769,0.00003307872,0.0001213506,0.0007194257,0.0000425013,0.0004859568,0.0004543606,0.00005738961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000888268,"about_ca_system_score_gemma":0.00001140517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008527972,"about_ca_topic_score_gemma":0.01641496,"domain_scores_codex":[0.9994623,0.0001369984,0.0001242167,0.00008083141,0.00008061419,0.0001150516],"domain_scores_gemma":[0.998621,0.0002145368,0.00006983545,0.001026017,0.00002404109,0.0000445536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002535345,0.000340943,0.9014654,0.000001426553,0.00001969751,0.000001314119,0.000346144,0.00007142259,0.004534015,0.01435064,0.05320964,0.02563404],"study_design_scores_gemma":[0.0001862598,0.00006703983,0.9146511,0.000001292634,0.00002114109,0.00001199185,0.0004451287,0.003706964,0.0001624978,0.001621836,0.07903074,0.00009402102],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8870965,0.002982049,0.00001855407,0.04896366,0.0006170284,0.0003665461,0.00006224169,0.00007119455,0.05982228],"genre_scores_gemma":[0.9980266,0.0001057656,0.001124072,0.000201505,0.00001002779,0.00001280388,0.00001694287,0.000004511955,0.0004977743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1109302,"threshold_uncertainty_score":0.9159933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03367052458891495,"score_gpt":0.3018226815186895,"score_spread":0.2681521569297745,"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."}}