{"id":"W4389135084","doi":"10.7554/elife.88028","title":"Sensory collectives in natural systems","year":2023,"lang":"en","type":"review","venue":"eLife","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"Office of Naval Research; Natural Sciences and Engineering Research Council of Canada; H2020 Marie Skłodowska-Curie Actions; Universität Konstanz; Canada Research Chairs; Max-Planck-Gesellschaft; Deutsche Forschungsgemeinschaft; Gips-Schüle-Stiftung; Alexander von Humboldt-Stiftung; Zukunftskolleg, Universität Konstanz","keywords":"Sensory system; Context (archaeology); Ecology; Cognitive science; Adaptation (eye); Population; Communication; Psychology; Biology; Sociology; Cognitive psychology; Neuroscience","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":[0.001918243,0.000373084,0.0007116775,0.001513995,0.0020855,0.004236503,0.0009905598,0.001857348,0.008688963],"category_scores_gemma":[0.003591175,0.0002988985,0.0005862165,0.000897616,0.01111904,0.005844663,0.003770312,0.001659111,0.0006055356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001938096,"about_ca_system_score_gemma":0.001459934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002577009,"about_ca_topic_score_gemma":0.002011634,"domain_scores_codex":[0.998624,0.0006371501,0.00007717605,0.0003438282,0.0001890892,0.0001288608],"domain_scores_gemma":[0.9982066,0.0009652111,0.0002462706,0.0002438855,0.0001816522,0.0001562023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008198404,0.000007799395,0.0006242709,0.0003771365,0.00003597287,0.0001364278,0.002418022,0.002485676,0.000481328,0.9758804,0.001949892,0.01559472],"study_design_scores_gemma":[0.000007540062,0.00002263217,0.001599713,0.0002181599,0.00001715519,0.0001713842,0.001364699,0.002464841,0.00009292358,0.9297838,0.06423176,0.00002545205],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.1117534,0.0917799,0.291732,0.0390241,0.001537229,0.0003697807,0.0007138042,0.0008961628,0.4621936],"genre_scores_gemma":[0.9289471,0.02200546,0.03415073,0.002244908,0.0006177368,0.000379996,0.0002601373,0.0000638381,0.01133016],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.008688963,"threshold_uncertainty_score":0.02906746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1300393914408586,"score_gpt":0.3544063756633646,"score_spread":0.2243669842225059,"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."}}