{"id":"W3042111053","doi":"10.1016/j.earscirev.2020.103280","title":"The latest Ordovician Hirnantian brachiopod faunas: New global insights","year":2020,"lang":"en","type":"article","venue":"Earth-Science Reviews","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":115,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brandon University","funders":"SINOPEC Petroleum Exploration and Production Research Institute; U.S. Geological Survey; Central South University; State Key Laboratory of Palaeobiology and Stratigraphy; Chinese Academy of Sciences; National Natural Science Foundation of China; University of Oxford; Leverhulme Trust","keywords":"Siliciclastic; Ordovician; Paleontology; Fauna; Geology; Glacial period; Global cooling; Diachronous; Facies; Climate change; Ecology; Oceanography; Structural basin","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001237571,0.0001785807,0.0002961443,0.0000328068,0.001265418,0.0001908264,0.001243196,0.0000835914,0.001892878],"category_scores_gemma":[0.0009266726,0.00009835593,0.000099381,0.001286906,0.0008469078,0.0003584696,0.0001001326,0.0003149157,0.006418622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006065696,"about_ca_system_score_gemma":0.00046274,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005501034,"about_ca_topic_score_gemma":0.0204966,"domain_scores_codex":[0.9978232,0.0002513512,0.0003743415,0.0005088404,0.0003173264,0.0007249031],"domain_scores_gemma":[0.9987184,0.0001486103,0.0001274872,0.0003563368,0.00004289598,0.0006062441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003278624,0.00001226951,0.5569099,0.00002010289,0.000009905264,0.00002483454,0.0002135882,0.00004302995,0.0002252026,0.001184984,0.005168806,0.4361546],"study_design_scores_gemma":[0.0000802154,0.0001454701,0.3703668,0.000008299126,0.000004529677,0.00001442697,0.00002462564,0.0004261363,0.00004134958,0.0003093742,0.6284745,0.0001042676],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2334075,0.1508176,0.0009311125,0.1018004,0.00397309,0.004271232,0.00005944992,0.0004417151,0.504298],"genre_scores_gemma":[0.9551573,0.02513685,0.003797633,0.0110894,0.001267844,0.000007110296,0.00005176897,0.000007696563,0.003484444],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7217498,"threshold_uncertainty_score":0.9990195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04062782578718513,"score_gpt":0.2789197820913068,"score_spread":0.2382919563041217,"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."}}