{"id":"W2098293862","doi":"10.1130/b31197.1","title":"Progressive environmental deterioration in northwestern Pangea leading to the latest Permian extinction","year":2015,"lang":"en","type":"article","venue":"Geological Society of America Bulletin","topic":"Geological and Geochemical Analysis","field":"Earth and Planetary Sciences","cited_by":141,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Geological Survey of Canada; Natural Resources Canada","funders":"Natural Environment Research Council; Sight Research UK","keywords":"Geological survey; Library science; History; Art history; Archaeology; Geology; Paleontology; Computer science","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":[],"category_scores_codex":[0.0002326924,0.000125965,0.0002215308,0.00001472241,0.00008401264,0.00001966592,0.0001982331,0.00008135003,0.004799986],"category_scores_gemma":[0.00005871744,0.000071906,0.000128563,0.0002395116,0.0002861679,0.00003129292,0.00005262447,0.0001666733,0.0007519862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001073709,"about_ca_system_score_gemma":0.000008065484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002121819,"about_ca_topic_score_gemma":0.0003398187,"domain_scores_codex":[0.9988505,0.0001015001,0.0002431848,0.0002781641,0.0002440602,0.0002826357],"domain_scores_gemma":[0.9995037,0.0001052266,0.0001114171,0.0001138561,0.00002066219,0.0001451416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005481889,0.00006965335,0.9663466,0.000003743132,0.0000137011,0.00000771268,0.0007565388,0.009059583,0.0002668531,3.938939e-7,0.001941329,0.02147911],"study_design_scores_gemma":[0.0002488512,0.0006543497,0.9451601,0.000007826066,0.00001828019,0.00001146853,0.002391974,0.00462598,0.0001024935,0.0004265488,0.04615321,0.0001989328],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838532,0.0003288479,0.0001319257,0.01493938,0.00003123939,0.0001660172,0.00001676764,0.00002117419,0.0005114604],"genre_scores_gemma":[0.9952312,0.00003599485,0.002720368,0.001740137,0.00006331925,0.000007200696,0.0001043616,0.000001442973,0.00009605187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04421188,"threshold_uncertainty_score":0.9961098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01680446752790497,"score_gpt":0.2026957684733529,"score_spread":0.1858913009454479,"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."}}