{"id":"W3088914066","doi":"10.5194/egusphere-egu2020-9060","title":"Beyond Sea Surface Temperatures: a Holistic Approach to Addressing Pliocene Tropical Conditions","year":2020,"lang":"en","type":"article","venue":"","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Thermocline; Sea surface temperature; Oceanography; Geology; Climatology; Alkenone; Period (music); Foraminifera; Walker circulation; Paleoceanography; Latitude; Structural basin; Paleontology","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":[0.0006905152,0.0008277253,0.0004891717,0.001163425,0.0007399074,0.002405481,0.0008327125,0.0004266831,0.002547161],"category_scores_gemma":[0.001071931,0.0002463909,0.0005027609,0.002274957,0.0007380891,0.002780058,0.001899628,0.001010482,0.0001855974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001497463,"about_ca_system_score_gemma":0.001992831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02335633,"about_ca_topic_score_gemma":0.04156735,"domain_scores_codex":[0.9998814,0.00003252761,0.000008581461,0.00003909442,0.00001622934,0.00002222775],"domain_scores_gemma":[0.9998085,0.00003389293,0.00004093926,0.00002710631,0.00005594735,0.0000337684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001792441,0.00007961762,0.3205884,0.002908111,0.001314247,0.001663237,0.01475445,0.05466161,0.009718493,0.05849873,0.0200681,0.5155658],"study_design_scores_gemma":[0.00003848703,0.0003195811,0.4579542,0.00367256,0.001412206,0.0007997032,0.03635524,0.05889284,0.004903226,0.1308155,0.3046636,0.0001729084],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6281406,0.07689561,0.09483434,0.03537651,0.001019248,0.0002920415,0.01107731,0.000922778,0.1514416],"genre_scores_gemma":[0.9316293,0.03688144,0.02442813,0.00170017,0.0004070813,0.000136623,0.001685799,0.0001504945,0.002981018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02335633,"threshold_uncertainty_score":0.04644072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07712578229898638,"score_gpt":0.2973765657118752,"score_spread":0.2202507834128888,"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."}}