{"id":"W2741141745","doi":"10.1016/j.cub.2017.06.071","title":"An Exceptionally Preserved Three-Dimensional Armored Dinosaur Reveals Insights into Coloration and Cretaceous Predator-Prey Dynamics","year":2017,"lang":"en","type":"article","venue":"Current Biology","topic":"Amphibian and Reptile Biology","field":"Environmental Science","cited_by":117,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Tyrrell Museum","funders":"NASA Astrobiology Institute; Willi Hennig Society; National Geographic Society; Suncor Energy Incorporated; National Aeronautics and Space Administration","keywords":"Camouflage; Predation; Biology; Aposematism; Ecology; Coevolution; Cretaceous; Scopus; Predator; Mesozoic; Evolutionary biology; Paleontology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001772068,0.0001891882,0.0002243215,0.00003341913,0.0005622801,0.00004867505,0.0004164393,0.0002330572,0.0003581389],"category_scores_gemma":[0.0001016439,0.0001475913,0.00004379714,0.0000322314,0.001098945,0.0002846941,0.0004672275,0.0001613566,0.0001309819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001031253,"about_ca_system_score_gemma":0.00002345903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001001777,"about_ca_topic_score_gemma":0.004643751,"domain_scores_codex":[0.9986498,0.0001525593,0.0002544915,0.000573809,0.0001101355,0.0002592246],"domain_scores_gemma":[0.9989837,0.0000481664,0.000239517,0.0005392343,0.00002498127,0.0001643738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009675484,0.0001540968,0.9235427,0.00001302612,0.0000190388,0.000003559642,0.0001267477,0.00007070752,0.05184878,0.001500469,0.0008192994,0.02180477],"study_design_scores_gemma":[0.0004780529,0.0003572425,0.9637117,0.0000142971,0.00001466729,0.000009049983,0.000009770268,0.01670121,0.0001723249,0.01502043,0.003262104,0.0002491848],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971081,0.0005074799,0.0006941072,0.0003127931,0.0006375852,0.0003315173,0.00002905612,0.00004124647,0.0003380935],"genre_scores_gemma":[0.998651,0.0001370293,0.0004251593,0.00006822415,0.0001523318,0.00003146473,0.0004247758,0.0000105197,0.00009947294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05167645,"threshold_uncertainty_score":0.6018598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02417254287626509,"score_gpt":0.2875471936276148,"score_spread":0.2633746507513497,"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."}}