{"id":"W2176396750","doi":"10.1371/journal.pone.0142829","title":"Eggshell Porosity Provides Insight on Evolution of Nesting in Dinosaurs","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Paleontology and Evolutionary Biology","field":"Earth and Planetary Sciences","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Tyrrell Museum; University of Calgary","funders":"Hokkaido University; Natural Sciences and Engineering Research Council of Canada; Yoshida Scholarship Foundation; Japan Student Services Organization; Yale University","keywords":"Nest (protein structural motif); Eggshell; Extant taxon; Biology; Ecology; Zoology; Evolutionary biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004423631,0.0002415949,0.000253167,0.001938424,0.0003858752,0.00084384,0.0002618903,0.0004591897,0.00143752],"category_scores_gemma":[0.001758296,0.0002784002,0.0003989487,0.0008110293,0.0006002174,0.0005544653,0.000896542,0.0002720939,0.0002636462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003163232,"about_ca_system_score_gemma":0.0001749306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005680119,"about_ca_topic_score_gemma":0.01313152,"domain_scores_codex":[0.999769,0.00004368333,0.00001847819,0.0001049115,0.00002794677,0.00003595953],"domain_scores_gemma":[0.9990694,0.0002397543,0.0003901421,0.00009008673,0.00007691195,0.0001336958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004803932,0.000004546825,0.9927711,0.00001590696,0.00005675967,0.00004969536,0.0002951762,0.0002221475,0.003400883,0.00007255278,0.00002464793,0.003038602],"study_design_scores_gemma":[2.824081e-7,0.000005722611,0.9995887,0.000002861634,0.000005543969,0.00003928214,0.0000765517,0.0001620193,0.00005230428,0.0000265177,0.00003829102,0.000002081754],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991155,0.0001908112,0.0001623762,0.000008037842,8.222284e-7,0.000001445138,0.0001464871,0.000004695636,0.0003698668],"genre_scores_gemma":[0.9992363,0.00008092948,0.0003410477,0.000004155998,0.000001758038,0.000002177968,0.0002149958,0.000004255764,0.0001143272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005680119,"threshold_uncertainty_score":0.01129413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0697283475558375,"score_gpt":0.2147447099415039,"score_spread":0.1450163623856663,"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."}}