{"id":"W2060496445","doi":"10.1002/2014gc005474","title":"The dynamics of global change at the <scp>P</scp>aleocene‐<scp>E</scp>ocene thermal maximum: A data‐model comparison","year":2014,"lang":"en","type":"article","venue":"Geochemistry Geophysics Geosystems","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"National Cancer Institute; Natural Sciences and Engineering Research Council of Canada; US-UK Fulbright Commission; National Science Foundation","keywords":"Geology; Dynamics (music); Thermal; Paleontology; Geophysics; Meteorology","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001592352,0.0004625189,0.0006627729,0.00002185067,0.001055499,0.0001140025,0.002539227,0.0004240225,0.00003746915],"category_scores_gemma":[0.0005266497,0.0003055711,0.000179362,0.000442012,0.0009353564,0.000201127,0.0004742749,0.0006452377,0.000473913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001636968,"about_ca_system_score_gemma":0.0001845464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001483997,"about_ca_topic_score_gemma":0.009129465,"domain_scores_codex":[0.9960379,0.0004208149,0.0006626516,0.0007973632,0.0007777734,0.001303512],"domain_scores_gemma":[0.9939914,0.002909258,0.0005558978,0.002062045,0.0002290714,0.0002523051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000161776,0.00005676952,0.9924669,0.0002213529,0.0001325175,0.000007538347,0.0003015204,0.001734237,0.00006421861,0.0002985352,0.003149052,0.001551136],"study_design_scores_gemma":[0.0007335219,0.0001210678,0.2633463,0.00007435383,0.0001307894,0.000139484,0.001643994,0.7241992,0.0005596297,0.003256749,0.005639796,0.000155196],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.967251,0.003044304,0.0001422752,0.0003554343,0.0005085938,0.0004618586,0.001582274,0.00006740173,0.02658688],"genre_scores_gemma":[0.9948772,0.0001193169,0.00004438913,0.0001090352,0.0004883028,0.00002202443,0.002512985,0.000012406,0.001814398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7291207,"threshold_uncertainty_score":0.9999396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03077874742370753,"score_gpt":0.2552718114515101,"score_spread":0.2244930640278026,"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."}}