{"id":"W2153077072","doi":"10.1371/journal.pone.0025186","title":"Cranial Growth and Variation in Edmontosaurs (Dinosauria: Hadrosauridae): Implications for Latest Cretaceous Megaherbivore Diversity in North America","year":2011,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Paleontology and Evolutionary Biology","field":"Earth and Planetary Sciences","cited_by":153,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ontario Museum; University of Toronto","funders":"","keywords":"Cretaceous; Paleontology; Biostratigraphy; Extinction event; Extinction (optical mineralogy); Taxon; Geology; Biology; Biological dispersal","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":[],"consensus_categories":[],"category_scores_codex":[0.00009910845,0.0000998933,0.0001968991,0.0001095082,0.0001928371,0.000005651633,0.000143799,0.0001166299,0.0001039357],"category_scores_gemma":[0.0000884682,0.00009870418,0.00002144809,0.000203725,0.0001236224,0.0001852536,0.00002271438,0.0001233452,0.00001655036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006947159,"about_ca_system_score_gemma":0.00002661561,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005563102,"about_ca_topic_score_gemma":0.1272467,"domain_scores_codex":[0.9991743,0.00007026146,0.0001705052,0.0002673541,0.0000586057,0.0002589891],"domain_scores_gemma":[0.9995754,0.0001619352,0.00006489321,0.0001009507,0.00003006143,0.00006676158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001665273,0.0002100164,0.9980558,0.00001945655,0.00002807339,0.000004580709,0.0009923235,0.00001321772,0.0001215996,0.00007800448,0.00001530594,0.000295104],"study_design_scores_gemma":[0.0004791159,0.0001888447,0.9954286,0.000008325102,0.00003564634,0.000003512403,0.00003235677,0.001220282,0.00000897078,0.002464873,0.00001212466,0.0001173433],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968799,0.0004289091,0.00008475949,0.0008846885,0.00004393959,0.0003206988,0.0001878015,0.00002596234,0.001143316],"genre_scores_gemma":[0.9974273,0.0001710299,0.002042828,0.000148622,0.00004306555,0.00001075362,0.0001421421,0.000001805645,0.00001243183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1216836,"threshold_uncertainty_score":0.8886787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04643155832681938,"score_gpt":0.1987029166859113,"score_spread":0.1522713583590919,"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."}}