{"id":"W4290839499","doi":"10.1038/s42003-022-03749-3","title":"The exquisitely preserved integument of Psittacosaurus and the scaly skin of ceratopsian dinosaurs","year":2022,"lang":"en","type":"review","venue":"Communications Biology","topic":"Paleontology and Evolutionary Biology","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Chinese University of Hong Kong; Agencia Nacional de Promoción Científica y Tecnológica; Consejo Nacional de Investigaciones Científicas y Técnicas; University of New England; University of Alberta; American Museum of Natural History","keywords":"Integumentary system; Integument; Biology; Anatomy; Cloaca; Feature (linguistics)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001837346,0.0002405344,0.0001725158,0.0008428254,0.0005888228,0.000341047,0.0001681554,0.0003960387,0.001782358],"category_scores_gemma":[0.0003501938,0.0001954079,0.0001727136,0.000492222,0.00137488,0.0003957626,0.0007187126,0.0003519982,0.0002900347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002291741,"about_ca_system_score_gemma":0.0002732997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003160566,"about_ca_topic_score_gemma":0.01094382,"domain_scores_codex":[0.9998646,0.000008141653,0.000009756072,0.00006077487,0.00003484467,0.00002188507],"domain_scores_gemma":[0.9998355,0.00002866697,0.00004665082,0.00003613263,0.00002344496,0.00002956878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000306775,0.0000193971,0.1308919,0.0005372923,0.00008822229,0.00401407,0.002733107,0.000606432,0.8102207,0.001233085,0.0003700658,0.0489791],"study_design_scores_gemma":[0.0000034339,0.0000900372,0.9747542,0.00005993922,0.00003788678,0.007852311,0.0007990414,0.0002550352,0.01019186,0.0001798464,0.005762364,0.00001411471],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9891765,0.001353946,0.003087037,0.00003987838,0.00002908486,0.00001650131,0.00053813,0.00003863086,0.005720275],"genre_scores_gemma":[0.9947768,0.0004166208,0.003411504,0.00004179681,0.00001023872,0.00001080216,0.0004313726,0.00001891774,0.0008819068],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.003160566,"threshold_uncertainty_score":0.006284356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0759577337400812,"score_gpt":0.325990702502587,"score_spread":0.2500329687625058,"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."}}