{"id":"W3212239949","doi":"10.1016/j.cub.2021.09.064","title":"A thing with feathers","year":2021,"lang":"en","type":"article","venue":"Current Biology","topic":"Paleontology and Evolutionary Biology","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Natural Environment Research Council; Sight Research UK","keywords":"Biology; Feather; Evolutionary biology; Zoology; Paleontology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007291075,0.0005504086,0.0003504525,0.0005239417,0.002631391,0.00393683,0.0006620283,0.002046637,0.02370483],"category_scores_gemma":[0.002707399,0.0002380568,0.0003872247,0.000355004,0.007667402,0.007860398,0.002426302,0.003027268,0.006796441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004854505,"about_ca_system_score_gemma":0.0003573578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001360701,"about_ca_topic_score_gemma":0.001979941,"domain_scores_codex":[0.9993821,0.0001685511,0.00001993323,0.0002185275,0.0001267942,0.00008411444],"domain_scores_gemma":[0.9988423,0.0002332372,0.00007480368,0.0003623224,0.0002419667,0.0002454815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001520091,0.00004279326,0.005615466,0.0003747812,0.00008511738,0.0006255257,0.005784288,0.0003107009,0.01595535,0.6974157,0.1000279,0.1736104],"study_design_scores_gemma":[0.000008367399,0.00004879993,0.002449605,0.0002743425,0.00002657557,0.0009556414,0.002297563,0.0001563715,0.001565849,0.2077009,0.7844874,0.0000286506],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06019643,0.02968037,0.08469266,0.1265098,0.02816853,0.00005918679,0.0004695115,0.0009325733,0.669291],"genre_scores_gemma":[0.5511823,0.008131934,0.03868495,0.03544625,0.007042081,0.00007798426,0.000300116,0.0007524716,0.3583819],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02370483,"threshold_uncertainty_score":0.07930052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02449321462357305,"score_gpt":0.2489768290756468,"score_spread":0.2244836144520738,"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."}}