{"id":"W4385672537","doi":"10.1007/978-3-031-17491-9_3","title":"The NOW Database of Fossil Mammals","year":2023,"lang":"en","type":"book-chapter","venue":"Vertebrate paleobiology and paleoanthroplogy series/Vertebrate paleobiology and paleoanthropology series","topic":"Evolution and Paleontology Studies","field":"Earth and Planetary Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"Valio; Agencia Estatal de Investigación; Ella ja Georg Ehrnroothin Säätiö; National Science Foundation; Generalitat de Catalunya; Academy of Finland; Centres de Recerca de Catalunya","keywords":"Database; Taxon; Geography; Consistency (knowledge bases); Data science; Computer science; Ecology; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000782907,0.0008957168,0.0009540856,0.008426449,0.0005616003,0.003683936,0.002075914,0.0007985595,0.136056],"category_scores_gemma":[0.003565454,0.0005750295,0.0004984793,0.01198536,0.000353287,0.004419031,0.002012075,0.001102176,0.1235112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007557141,"about_ca_system_score_gemma":0.001751051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004237875,"about_ca_topic_score_gemma":0.005362065,"domain_scores_codex":[0.99941,0.00006448903,0.0001214599,0.0001464336,0.0002203642,0.00003727946],"domain_scores_gemma":[0.9981155,0.0004915049,0.0001642566,0.0004303583,0.0005609505,0.000237525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009128356,0.00003574259,0.001611315,0.001424622,0.00002256076,0.0001802765,0.00021077,0.0007145441,0.001433768,0.01978678,0.7824342,0.1920542],"study_design_scores_gemma":[0.000006188657,0.000004382559,0.0008554701,0.0001225245,0.000005099916,0.000176626,0.00002516365,0.0001234216,0.0001824099,0.00183796,0.9966531,0.000007632553],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.002229558,0.006075854,0.01696149,0.0006698272,0.000400114,0.0002189472,0.8213865,0.008594999,0.1434628],"genre_scores_gemma":[0.00371877,0.003456998,0.01836466,0.0003511644,0.0001508594,0.0002167007,0.9330791,0.001934712,0.03872705],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.136056,"threshold_uncertainty_score":0.4551528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02026430270530654,"score_gpt":0.231853848209457,"score_spread":0.2115895455041505,"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."}}