{"id":"W6892620759","doi":"10.5281/zenodo.10543372","title":"Arrhinoceratops brachyops Parks 1925","year":2015,"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":"","funders":"","keywords":"Canyon; Horseshoe (symbol); Holotype; Skull; Range (aeronautics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009917315,0.0003634483,0.0001750669,0.0009844365,0.001163473,0.0002058725,0.0003338814,0.0001877201,0.01007692],"category_scores_gemma":[0.000190969,0.0002005447,0.0001370857,0.0005471848,0.0004004608,0.0003795548,0.0005543613,0.0003340852,0.002510987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004526145,"about_ca_system_score_gemma":0.0004112087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07906929,"about_ca_topic_score_gemma":0.2770236,"domain_scores_codex":[0.9999154,0.000004509471,0.000004674088,0.00002576635,0.00003622579,0.00001345643],"domain_scores_gemma":[0.9999262,0.000007642386,0.00002157653,0.000006949559,0.0000244571,0.00001313989],"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":[0.001010064,0.0001453549,0.2583145,0.001604363,0.0001332821,0.00693022,0.008403122,0.0008590804,0.1430811,0.002617873,0.03694088,0.5399601],"study_design_scores_gemma":[0.00002206522,0.000257252,0.9169404,0.0001855394,0.00006027025,0.004095347,0.002709893,0.0001151158,0.001147403,0.0001776967,0.07426757,0.00002156187],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8438743,0.003372142,0.001249849,0.000188205,0.0001716012,0.0001457125,0.002790308,0.0001568967,0.1480509],"genre_scores_gemma":[0.970861,0.001501335,0.002647524,0.0001703297,0.00005266743,0.00006677218,0.002646242,0.0000197169,0.02203445],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07906929,"threshold_uncertainty_score":0.1572181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04313560126935912,"score_gpt":0.2280893256746134,"score_spread":0.1849537244052543,"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."}}