{"id":"W2093255885","doi":"10.1111/1574-6941.12377","title":"Distinct bacterial assemblages reside at different depths in Arctic multiyear sea ice","year":2014,"lang":"en","type":"article","venue":"FEMS Microbiology Ecology","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates - Technology Futures","keywords":"Sea ice; Arctic ice pack; Arctic; Melt pond; Antarctic sea ice; Oceanography; Ice core; Biology; Drift ice; Salinity; Geology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.00009715671,0.0002540811,0.0002913465,0.0007921525,0.0005355355,0.0005907763,0.0001248177,0.0002283065,0.0003437872],"category_scores_gemma":[0.000222626,0.0002371909,0.0002420121,0.0005583299,0.0002808681,0.0002574889,0.0004401407,0.0001958025,0.0001362451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003741563,"about_ca_system_score_gemma":0.0004298358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02854735,"about_ca_topic_score_gemma":0.0594399,"domain_scores_codex":[0.999841,0.000005842182,0.00001405127,0.00005473416,0.00002959202,0.00005482972],"domain_scores_gemma":[0.9997744,0.00001829535,0.00005985327,0.000006710665,0.0000656246,0.00007509875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004554508,0.00006231665,0.6267313,0.0001012198,0.0000716759,0.0001443123,0.002196681,0.0001966239,0.3616781,0.00005605929,0.00007878351,0.008227494],"study_design_scores_gemma":[0.000001375853,0.00005202742,0.9963307,0.000004905939,0.0000108886,0.0000501072,0.0005365141,0.0001111574,0.002694058,0.00000866188,0.0001956209,0.000003991293],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994759,0.000116986,0.00007043587,0.000003502774,0.000002096813,0.000003078572,0.0001727919,0.000001844105,0.0001533925],"genre_scores_gemma":[0.9981617,0.0001816676,0.0004788014,0.00002118939,0.000003682877,0.00001304243,0.0007374838,0.000003140539,0.0003991978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02854735,"threshold_uncertainty_score":0.05676234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006906620582802248,"score_gpt":0.2072554204470657,"score_spread":0.2003487998642634,"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."}}