{"id":"W2278519007","doi":"10.1038/ismej.2016.4","title":"Bacterial communities from Arctic seasonal sea ice are more compositionally variable than those from multi-year sea ice","year":2016,"lang":"en","type":"article","venue":"The ISME Journal","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates","keywords":"Sea ice; Arctic; Biology; Arctic ice pack; Biogeochemical cycle; Abundance (ecology); Oceanography; Physical geography; Ecology; Geography; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005322058,0.0002431676,0.0002557669,0.00002455776,0.0006651646,0.0001756502,0.0007943366,0.0001240178,0.0410781],"category_scores_gemma":[0.00002013537,0.000132785,0.0001161865,0.0001105354,0.000345192,0.0003837105,0.0002873761,0.0006356799,0.001098052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000186172,"about_ca_system_score_gemma":0.00004113254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003878064,"about_ca_topic_score_gemma":0.000276949,"domain_scores_codex":[0.9978771,0.0006175493,0.0003251836,0.0002050347,0.000575274,0.0003998202],"domain_scores_gemma":[0.9984959,0.0005576945,0.0002632479,0.0004123528,0.00003077249,0.0002399974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003763521,0.002252908,0.5626705,0.00003771213,0.002628771,0.0002348573,0.02432159,0.01806139,0.3450643,0.0005142899,0.03276834,0.007681835],"study_design_scores_gemma":[0.007467838,0.0002541558,0.9188563,0.001161523,0.0004816832,0.0002990572,0.004003965,0.01074756,0.002338176,0.02158925,0.0315815,0.001218985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929323,0.000177805,0.0008297766,0.002977618,0.000555634,0.0001326168,0.0007114067,0.00003082545,0.001652023],"genre_scores_gemma":[0.9916911,0.0003023746,0.005094122,0.0006258508,0.0007763331,0.000005526855,0.0001109167,0.00003569584,0.001358049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3561858,"threshold_uncertainty_score":0.9996797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02014219460198165,"score_gpt":0.2301005666515485,"score_spread":0.2099583720495669,"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."}}