{"id":"W3206003849","doi":"10.1002/essoar.10507126.1","title":"Control of the oxygen to ocean heat content ratio during deep convection events","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Oceanic and Atmospheric Administration; National Science Foundation","keywords":"World Wide Web; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001712829,0.0003680959,0.0001920864,0.0001094042,0.0002000137,0.0005534284,0.0002397589,0.0003125014,0.0003789245],"category_scores_gemma":[0.0007769872,0.0002075395,0.0002924655,0.00008957832,0.0003389418,0.0003929034,0.0003957606,0.0002937084,0.00005060156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004653996,"about_ca_system_score_gemma":0.0002919045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005477622,"about_ca_topic_score_gemma":0.003411286,"domain_scores_codex":[0.999939,0.00001808559,0.000003393719,0.00001646928,0.000007415626,0.00001570776],"domain_scores_gemma":[0.9997473,0.0001118195,0.00007481664,0.00001985804,0.00001320377,0.00003291071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0002879486,0.000112821,0.05409069,0.00006023684,0.0001000743,0.0001031805,0.0001382403,0.8235326,0.1077808,0.004084319,0.000478591,0.009230465],"study_design_scores_gemma":[0.00004924618,0.00006225508,0.02519445,0.000002970361,0.00003031442,0.00001990257,0.0000352961,0.9643775,0.008468653,0.001419856,0.0003240218,0.0000155619],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915371,0.00008119119,0.006829818,0.00008139578,0.00001050584,0.000006703136,0.00009548694,0.0001253317,0.001232413],"genre_scores_gemma":[0.9995059,0.00003160205,0.0003372481,0.00000539008,0.000001961713,0.000002893114,0.00002536142,0.000006709349,0.00008303976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005477622,"threshold_uncertainty_score":0.01089144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01436950522077708,"score_gpt":0.1855065141556148,"score_spread":0.1711370089348377,"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."}}