{"id":"W2030855790","doi":"10.1371/journal.pone.0021422","title":"Common Functional Correlates of Head-Strike Behavior in the Pachycephalosaur Stegoceras validum (Ornithischia, Dinosauria) and Combative Artiodactyls","year":2011,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Paleontology and Evolutionary Biology","field":"Earth and Planetary Sciences","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"University of Alberta; National Science Foundation","keywords":"Crania; Anatomy; Endocast; Osteology; Biology; Skull; Buttress; Mechanoreceptor; Geography; Sensory system","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":[0.000128049,0.000253897,0.0002190998,0.001139774,0.0004062,0.0002857581,0.0002383117,0.0002888479,0.001036031],"category_scores_gemma":[0.0005476084,0.0002075799,0.000152193,0.0004650628,0.0007198323,0.0001589522,0.0004752718,0.0001522361,0.0001224725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002842414,"about_ca_system_score_gemma":0.0001763995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007997148,"about_ca_topic_score_gemma":0.02282863,"domain_scores_codex":[0.9998844,0.00001482138,0.0000102809,0.00003872724,0.0000282594,0.00002359078],"domain_scores_gemma":[0.9997466,0.00003814449,0.0001322312,0.00001871978,0.00002498053,0.00003913499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001998524,0.00004630232,0.9089553,0.00006693789,0.00005101422,0.000720592,0.00115437,0.0003150265,0.0782276,0.00007288435,0.00004702411,0.01014303],"study_design_scores_gemma":[6.437617e-7,0.0000491649,0.9990093,0.000001714466,0.000003528646,0.0003393046,0.0002284631,0.0000735354,0.0002479159,0.000007946292,0.00003707257,0.000001445602],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997268,0.00002421841,0.00004551145,0.00000183507,1.725895e-7,0.000002225277,0.00003817033,0.000001650698,0.0001594393],"genre_scores_gemma":[0.9995788,0.00002407113,0.0001824698,0.000003532001,4.180783e-7,0.000006277634,0.00009992164,0.000001175979,0.0001033421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007997148,"threshold_uncertainty_score":0.01590121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09123068653214844,"score_gpt":0.2254114170780224,"score_spread":0.134180730545874,"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."}}