{"id":"W3021583813","doi":"10.18435/vamp29361","title":"A subadult individual of Styracosaurus albertensis (Ornithischia: Ceratopsidae) with comments on ontogeny and intraspecific variation in Styracosaurus and Centrosaurus.","year":2020,"lang":"en","type":"article","venue":"Vertebrate Anatomy Morphology Palaeontology","topic":"Paleontology and Evolutionary Biology","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Royal Tyrrell Museum","funders":"","keywords":"Ontogeny; Skull; Biology; Anatomy; Parietal bone; Evolutionary biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003226507,0.0003777443,0.0007979622,0.0002835966,0.0001736988,0.00001683465,0.0002651545,0.0005160549,0.0005820979],"category_scores_gemma":[0.0001155873,0.0003174767,0.00004224597,0.0003854533,0.0008911247,0.0002135795,0.00004410807,0.0005666217,0.00005166531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001187032,"about_ca_system_score_gemma":0.0001021495,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001966011,"about_ca_topic_score_gemma":0.02441408,"domain_scores_codex":[0.9970831,0.0006995014,0.0005632532,0.0008266883,0.0001824435,0.0006450561],"domain_scores_gemma":[0.9986886,0.0004556354,0.0002832461,0.0002314298,0.00007489643,0.0002662002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001196036,0.00009360837,0.9907346,0.00003028537,0.0001754608,0.0003639795,0.001045412,0.0001020858,0.0007050182,0.001558749,0.0003187805,0.003675933],"study_design_scores_gemma":[0.002968182,0.00152127,0.9900795,0.00001841789,0.00008277741,0.000538879,0.0003103059,0.003034397,0.0001193431,0.000575423,0.000436873,0.000314672],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897804,0.001656582,0.00008171934,0.006551085,0.0001733217,0.0004573334,0.0002077726,0.00003451924,0.001057241],"genre_scores_gemma":[0.9952896,0.0004288122,0.0007370823,0.003239809,0.00005382013,0.00001321405,0.0002212589,0.000008792596,0.000007619502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02244807,"threshold_uncertainty_score":0.9999278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01320127031561995,"score_gpt":0.1988585433997523,"score_spread":0.1856572730841323,"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."}}