{"id":"W1666502125","doi":"","title":"A revised carbon budget for the North Sea","year":2009,"lang":"en","type":"article","venue":"Open Repository and Bibliography (University of Liège)","topic":"Ocean Acidification Effects and Responses","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nova scotia; Geography; Marine research; Library science; Oceanography; Archaeology; Geology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002340634,0.00007091727,0.0001223394,0.0008768062,0.0004890662,0.00009780626,0.0003440504,0.00003619995,0.00003017334],"category_scores_gemma":[3.930232e-7,0.00005076822,0.00008790407,0.002432431,0.0001321429,0.0002067122,0.00001423962,0.00005065784,9.301957e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":4.607445e-7,"about_ca_system_score_gemma":0.00001803759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002286024,"about_ca_topic_score_gemma":0.0000872493,"domain_scores_codex":[0.9994731,0.00007790105,0.00007277915,0.0001673894,0.0001015187,0.0001073165],"domain_scores_gemma":[0.9994158,0.0002006526,0.00009454601,0.0001668753,0.00005275941,0.00006933373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003349328,0.00002042609,0.9925859,0.00001660221,0.00003596093,0.00000702239,0.0001035451,0.00003145125,0.00009561408,0.00002909837,0.004118079,0.002621355],"study_design_scores_gemma":[0.0003156096,0.0002892168,0.9937897,0.00001526996,0.00005364845,0.000006589221,0.0002358242,0.001703059,0.00005580295,0.00004354046,0.003408769,0.00008291899],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882033,0.001505979,0.0001175259,0.001180382,0.00009276405,0.000500852,0.00004128587,0.00001601929,0.008341857],"genre_scores_gemma":[0.9977644,0.0012638,0.0003546354,0.00009832041,0.00002999034,7.177804e-8,0.0000126852,9.374485e-7,0.0004751593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009561065,"threshold_uncertainty_score":0.3761551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01333062607557117,"score_gpt":0.2056484444761696,"score_spread":0.1923178184005984,"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."}}