{"id":"W4327550275","doi":"10.1126/science.ade5156","title":"Evolutionary transitions from camouflage to aposematism: Hidden signals play a pivotal role","year":2023,"lang":"en","type":"article","venue":"Science","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Aposematism; Camouflage; Predation; Amphibian; Biology; Crypsis; Evolutionary biology; Ecology; Zoology; Predator","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002607607,0.00007994054,0.00008427983,0.00003313935,0.0005318525,0.0000635644,0.0002943467,0.0000375067,0.0005054841],"category_scores_gemma":[0.00004168631,0.00003265943,0.00004871267,0.001591587,0.0001710148,0.0002723871,0.00007142201,0.00006412424,0.00105011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003072582,"about_ca_system_score_gemma":0.00001995747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003358423,"about_ca_topic_score_gemma":0.00013373,"domain_scores_codex":[0.9987472,0.0000239765,0.0001222939,0.0004386877,0.0003842154,0.0002836012],"domain_scores_gemma":[0.999662,0.00003866116,0.00002394944,0.00006610758,0.00006194325,0.0001472732],"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":[0.000004538137,0.00002350207,0.001194854,4.159053e-7,7.935015e-7,0.000003449508,0.0004365625,0.00001198532,0.9872931,0.00005647802,0.0006897472,0.01028456],"study_design_scores_gemma":[0.00003275762,0.0001374768,0.9673336,0.00001410057,0.000006292853,0.000006829758,0.001491598,0.0001237476,0.02809477,0.001311137,0.001306053,0.0001417052],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963254,0.00005647228,0.000007279907,0.002438267,0.000186925,0.0001744402,0.0001273416,0.0001641077,0.0005198058],"genre_scores_gemma":[0.9988343,0.000004454832,0.0001789851,0.0000922342,0.0002195718,0.00001212385,0.00004257793,5.763421e-7,0.0006151368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9661387,"threshold_uncertainty_score":0.9997277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02103769118375013,"score_gpt":0.2439549140416509,"score_spread":0.2229172228579008,"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."}}