{"id":"W2787230499","doi":"10.1016/j.isci.2018.01.001","title":"Neural Control of Dynamic 3-Dimensional Skin Papillae for Cuttlefish Camouflage","year":2018,"lang":"en","type":"article","venue":"iScience","topic":"Cephalopods and Marine Biology","field":"Agricultural and Biological Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Biotechnology and Biological Sciences Research Council; Directorate for Biological Sciences; Air Force Office of Scientific Research; Isaac Newton Trust; International Seafood Sustainability Foundation; Wellcome Trust","keywords":"Cuttlefish; Camouflage; Chromatophore; octopus (software); Cephalopod; Sepia; Biology; Anatomy; Squid; Sensory system; Neuroscience; Chemistry; Zoology; Ecology; Fishery; Botany","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001992432,0.00007757513,0.0001298148,0.00000806907,0.0001506491,0.00001321234,0.0002478541,0.00004591521,0.0002321427],"category_scores_gemma":[0.0000722775,0.00002766278,0.00006771342,0.0001632222,0.0003841176,0.00006105579,0.00006780965,0.00003000192,0.000009652867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009204839,"about_ca_system_score_gemma":0.00001003375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001844071,"about_ca_topic_score_gemma":0.001135292,"domain_scores_codex":[0.9992328,0.00002365521,0.0001455008,0.0002442135,0.0001110962,0.0002426874],"domain_scores_gemma":[0.9995322,0.0001713384,0.00007318331,0.00004716012,0.0001181364,0.0000580279],"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":[0.00004847429,0.0000428592,0.004167595,0.000002620606,0.000003124587,7.004795e-7,0.00002597991,0.000001351683,0.8131816,0.0005689526,0.0006164734,0.1813403],"study_design_scores_gemma":[0.0008267899,0.002815242,0.8918794,0.00001381367,0.00001774023,0.00003212321,0.0001248726,0.01392429,0.01173641,0.002937362,0.07530041,0.0003915253],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977328,0.00007855516,0.00005408565,0.001080207,0.0002849044,0.0001722586,0.00007246526,0.00001886089,0.0005059058],"genre_scores_gemma":[0.9987813,0.000003280257,0.0002001862,0.0004542919,0.0001574925,0.000009254016,0.00001260374,4.217932e-7,0.0003812033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8877118,"threshold_uncertainty_score":0.25418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009193708076976557,"score_gpt":0.2312627172437353,"score_spread":0.2220690091667588,"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."}}