{"id":"W6893171353","doi":"10.5281/zenodo.14205949","title":"Ceratopsidae","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Paleontology and Evolutionary Biology","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Hindlimb; Computed tomography; Skeleton (computer programming); Lower limb; Footprint","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000126051,0.0005679639,0.0003799945,0.001893215,0.001605399,0.0005354893,0.0003947871,0.0005643478,0.02920161],"category_scores_gemma":[0.0004841265,0.0002835585,0.0002826842,0.001006583,0.0009571969,0.0007375884,0.001473897,0.0006916922,0.008404299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006876893,"about_ca_system_score_gemma":0.0008013414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005418038,"about_ca_topic_score_gemma":0.01033894,"domain_scores_codex":[0.9997216,0.00002648644,0.00002060279,0.0001128171,0.00008088165,0.00003756704],"domain_scores_gemma":[0.9998757,0.00001554517,0.00003435473,0.00001782229,0.00003502757,0.00002158571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00132768,0.0001570465,0.08906678,0.002560396,0.0001576052,0.002418223,0.005933362,0.001387183,0.03634701,0.01954806,0.04937064,0.7917261],"study_design_scores_gemma":[0.00008881086,0.000351548,0.2395158,0.0005386114,0.0001084427,0.01513605,0.002428867,0.0007039954,0.002553277,0.004103071,0.7344131,0.00005842806],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5223515,0.01132204,0.01467742,0.001121011,0.0008078317,0.0006966107,0.008512734,0.001771021,0.4387399],"genre_scores_gemma":[0.9048693,0.006749065,0.01911461,0.0009790096,0.0002576842,0.0004139588,0.008669807,0.000362629,0.05858392],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02920161,"threshold_uncertainty_score":0.09768909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02767383276214644,"score_gpt":0.2247287980432012,"score_spread":0.1970549652810547,"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."}}