{"id":"W2161560012","doi":"10.3389/fmicb.2014.00490","title":"Late winter under ice pelagic microbial communities in the high Arctic Ocean and the impact of short-term exposure to elevated CO<sub>2</sub>levels","year":2014,"lang":"en","type":"article","venue":"Frontiers in Microbiology","topic":"Ocean Acidification Effects and Responses","field":"Earth and Planetary Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Argonne National Laboratory; Natural Sciences and Engineering Research Council of Canada; Natural Environment Research Council; Canada Excellence Research Chairs, Government of Canada; Royal Society; Royal Geographical Society; Sight Research UK; Canada Research Chairs; ArcticNet; Compute Canada","keywords":"Arctic; Ocean acidification; Sea ice; Pelagic zone; Arctic ice pack; Ecology; Dominance (genetics); Arctic sea ice decline; Arctic vegetation; Phylogenetic diversity; Environmental science; Seawater; Oceanography; Biology; Antarctic sea ice; Geology; Phylogenetic tree","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001545553,0.0003740956,0.000360121,0.0001685994,0.000433989,0.0005823133,0.0001432754,0.000223747,0.0005613993],"category_scores_gemma":[0.000166403,0.0001161401,0.0002604915,0.000181837,0.0002483996,0.0002489746,0.0003046595,0.000289318,0.0001023046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003548686,"about_ca_system_score_gemma":0.0004248107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008192395,"about_ca_topic_score_gemma":0.01600799,"domain_scores_codex":[0.9998254,0.00002398846,0.0000136956,0.00005533335,0.00003135893,0.00005025155],"domain_scores_gemma":[0.9997552,0.00002278835,0.00005904402,0.0000152691,0.00005534245,0.0000924467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0009615143,0.0001050866,0.02815588,0.00006616036,0.0000313324,0.00007176081,0.0001828999,0.00006529653,0.9667329,0.00002204783,0.00004137005,0.003563814],"study_design_scores_gemma":[0.00001154514,0.001558272,0.8857087,0.00001768735,0.00004786951,0.0001755266,0.001132683,0.0003297356,0.1099004,0.00006277692,0.00104331,0.00001139326],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993439,0.0001995475,0.00008683028,0.00001320123,0.000007414726,0.000004935807,0.0001186323,0.000001834726,0.0002236052],"genre_scores_gemma":[0.997961,0.0002623451,0.0004290891,0.00006282031,0.00001149779,0.00001768697,0.0005505614,0.000003796021,0.0007011173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008192395,"threshold_uncertainty_score":0.01628941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01071465494649675,"score_gpt":0.2232043198996497,"score_spread":0.2124896649531529,"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."}}