{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001965033,0.0003738293,0.0004244316,0.0002122955,0.0003118814,0.000539091,0.000185919,0.0002487945,0.0002804103],"category_scores_gemma":[0.0001964842,0.0002058503,0.0002347928,0.0002220798,0.0003519954,0.0002105471,0.0003837309,0.0002390184,0.00005594449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003509876,"about_ca_system_score_gemma":0.0005009787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01162092,"about_ca_topic_score_gemma":0.01237011,"domain_scores_codex":[0.99988,0.0000129738,0.000009438919,0.00004068358,0.0000220745,0.00003488185],"domain_scores_gemma":[0.9997774,0.00002432769,0.00005706673,0.00001685709,0.00005517793,0.00006922955],"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":[0.000833364,0.00005019076,0.0228583,0.0000484096,0.00002347837,0.00005338928,0.0001445481,0.0002277881,0.9745643,0.00001287852,0.00002186422,0.001161506],"study_design_scores_gemma":[0.00002206669,0.001236998,0.8509957,0.00001458963,0.00006662554,0.0001193763,0.0008669441,0.001680856,0.1444097,0.00003895399,0.0005321051,0.00001607462],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996862,0.00006829422,0.00004137343,0.000004578893,0.000002225594,0.000004618601,0.00009311968,0.000001428817,0.00009804832],"genre_scores_gemma":[0.9993142,0.00008170347,0.0001713844,0.00001832009,0.000004070702,0.00001616271,0.0002633291,0.000001693875,0.0001290798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01162092,"threshold_uncertainty_score":0.02310652,"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."}}