{"id":"W2002142804","doi":"10.1080/07055900.2013.773880","title":"Investigation of the Natural Carbon Cycle since 6000 BC using an Intermediate Complexity Model: The Role of Southern Ocean Ventilation and Marine Ice Shelves","year":2013,"lang":"en","type":"article","venue":"ATMOSPHERE-OCEAN","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; McGill University","funders":"","keywords":"Carbon cycle; Oceanography; Interglacial; Climatology; Sea ice; Geology; Environmental science; North Atlantic Deep Water; Thermohaline circulation; Glacial period; Ecosystem; Paleontology; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002976154,0.0001067886,0.0001568451,0.000006352253,0.0001753144,0.00002040379,0.0002718139,0.00008103051,0.0001445371],"category_scores_gemma":[0.00003152641,0.00006532887,0.00003694689,0.0001373434,0.0008351407,0.0001713912,0.0000598269,0.0002131733,0.00000515167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001626898,"about_ca_system_score_gemma":0.00004609773,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008206205,"about_ca_topic_score_gemma":0.005180221,"domain_scores_codex":[0.9989772,0.0002507734,0.0002216198,0.0001748955,0.0001733023,0.0002021611],"domain_scores_gemma":[0.999343,0.0001201871,0.0001649633,0.0002358423,0.00007813094,0.00005788001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003161513,0.000006632502,0.9876599,0.0000194172,0.00001496586,2.610142e-7,0.001299313,0.01024692,0.0001300124,0.00007932962,0.000003002719,0.0005085822],"study_design_scores_gemma":[0.00008301395,0.00002359197,0.5022787,0.000009084846,0.00001164149,0.000004727035,0.0005369662,0.4876422,0.0002907832,0.00907611,0.00000137076,0.00004177313],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986307,0.0002313268,0.000004415825,0.0001866494,0.00006874108,0.0002083243,0.00001551422,0.00001269013,0.0006416102],"genre_scores_gemma":[0.9994388,0.000008453932,0.0003899674,0.00005120951,0.00002262145,1.933298e-7,0.00003927309,0.000003895945,0.00004555895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4853812,"threshold_uncertainty_score":0.9983982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01920603851034899,"score_gpt":0.2221071292862976,"score_spread":0.2029010907759486,"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."}}