{"id":"W3125617345","doi":"10.1002/lno.11690","title":"Sea‐ice microbial communities in the Central Arctic Ocean: Limited responses to short‐term <scp>pCO<sub>2</sub></scp> perturbations","year":2021,"lang":"en","type":"article","venue":"Limnology and Oceanography","topic":"Ocean Acidification Effects and Responses","field":"Earth and Planetary Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Fisheries and Oceans Canada","funders":"Uppsala Multidisciplinary Center for Advanced Computational Science; Science for Life Laboratory; National Science Foundation; Vetenskapsrådet; Polarforskningssekretariatet; Stiftelsen Olle Engkvist Byggmästare; Knut och Alice Wallenbergs Stiftelse","keywords":"Sea ice; Ocean acidification; Arctic; Oceanography; Phytoplankton; Pelagic zone; Salinity; Environmental science; Algae; Seawater; Microbial loop; Arctic ice pack; Carbon cycle; Ecology; Environmental chemistry; Nutrient; Chemistry; Biology; Geology; Ecosystem","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004478929,0.0002208034,0.0002377765,0.0004470744,0.0005698978,0.0001634621,0.0003413945,0.0001757148,0.0000512057],"category_scores_gemma":[0.0003312575,0.0001635144,0.0001157363,0.0009683004,0.0004532357,0.0001718709,0.00003691305,0.0003978805,0.00002563379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004108761,"about_ca_system_score_gemma":0.00007847907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007620209,"about_ca_topic_score_gemma":0.001766405,"domain_scores_codex":[0.9975207,0.001190583,0.0002864085,0.0003022976,0.000159694,0.0005402716],"domain_scores_gemma":[0.9965217,0.002801163,0.00005398544,0.0003931017,0.00008239696,0.0001476806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001242355,0.00009756455,0.9879618,0.0000352331,0.00005428955,0.00007204904,0.005244527,0.00007808071,0.001639633,0.0001691137,0.002052784,0.002470708],"study_design_scores_gemma":[0.0002676014,0.000228092,0.9831576,0.00004208449,0.00004073164,0.0001870439,0.005044704,0.0001597639,0.002355732,0.0001619755,0.00823949,0.0001151518],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938909,0.002563118,0.00002069455,0.002287753,0.0003090965,0.0002552482,0.0001842491,0.00005616716,0.0004328082],"genre_scores_gemma":[0.9946859,0.001370165,0.0001324588,0.003276338,0.00009082014,0.000002163961,0.0003565947,0.000006913161,0.00007867615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006186706,"threshold_uncertainty_score":0.6667924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01554988705730669,"score_gpt":0.2164928277064476,"score_spread":0.2009429406491409,"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."}}