{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002153591,0.0001447038,0.0001670867,0.0002783097,0.000175436,0.0004824743,0.0003141137,0.0003346957,0.001036757],"category_scores_gemma":[0.00215496,0.0002267675,0.0001450444,0.0001429609,0.0004814512,0.0008397307,0.0007853497,0.0003375569,0.0001911189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004492901,"about_ca_system_score_gemma":0.0001936959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007586704,"about_ca_topic_score_gemma":0.0006857112,"domain_scores_codex":[0.9999094,0.00001260561,0.000004645663,0.00003039232,0.00003038635,0.00001258804],"domain_scores_gemma":[0.9996513,0.0001530878,0.00007821592,0.0000337021,0.00005101469,0.00003272961],"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":[0.0002329136,0.00003743166,0.01447996,0.0001048309,0.00005783006,0.0002246647,0.0007533436,0.04398603,0.8339062,0.04153043,0.0005768514,0.06410955],"study_design_scores_gemma":[0.00006239599,0.0003279329,0.1805393,0.00006302285,0.00006641702,0.0009131335,0.0005045657,0.605498,0.1181804,0.09046111,0.003270986,0.0001126812],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9279606,0.0002539712,0.06505786,0.0003089001,0.00001281536,0.00001084901,0.00007089169,0.0001202133,0.006203853],"genre_scores_gemma":[0.9956087,0.00007771589,0.003687942,0.0000203697,0.000004297312,0.000008463358,0.00002676355,0.00001145468,0.0005542681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001036757,"threshold_uncertainty_score":0.003468335,"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."}}