{"id":"W3173666565","doi":"10.1029/2020pa004075","title":"Southern Ocean Ecosystem Response to Last Glacial Maximum Boundary Conditions","year":2021,"lang":"en","type":"article","venue":"Paleoceanography and Paleoclimatology","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Australian Research Council","keywords":"Oceanography; Last Glacial Maximum; Sea ice; Aeolian processes; Geology; Environmental science; Phytoplankton; Marine ecosystem; Climatology; Ecosystem; Holocene; Nutrient; Geomorphology; Ecology","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":[0.0004831391,0.0005592193,0.0005949445,0.000346927,0.0003979937,0.001083854,0.0006028998,0.001024353,0.002016764],"category_scores_gemma":[0.001066876,0.0004242415,0.001223359,0.0003821077,0.0004532991,0.0004629216,0.000620394,0.0006009692,0.0002019179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001661013,"about_ca_system_score_gemma":0.0007469388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05063902,"about_ca_topic_score_gemma":0.02280995,"domain_scores_codex":[0.999867,0.00004038101,0.000009809536,0.00003646948,0.00001355577,0.0000328294],"domain_scores_gemma":[0.9997439,0.00009523323,0.00004091616,0.00003481814,0.00003540228,0.00004973893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003865084,0.0001311856,0.1373511,0.00007011035,0.0003646963,0.0002010996,0.00006601444,0.8481348,0.01023797,0.0006450266,0.0006452567,0.001766259],"study_design_scores_gemma":[0.0002836791,0.0002415276,0.1463479,0.00002003168,0.0001392313,0.00007172772,0.0001433609,0.8489268,0.002229313,0.0009539024,0.0005883212,0.0000542468],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986894,0.00003211725,0.0002253171,0.00009364189,0.00000878721,0.000004452632,0.0004362293,0.00003822276,0.000471825],"genre_scores_gemma":[0.9989594,0.00003287683,0.0002144915,0.00003324135,0.000003602574,0.000008617625,0.0005106368,0.0000105414,0.0002266681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05063902,"threshold_uncertainty_score":0.1006886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01174686369051308,"score_gpt":0.236583376938493,"score_spread":0.2248365132479799,"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."}}