{"id":"W1988257696","doi":"10.1007/s00300-011-1015-0","title":"Evidence for microbial attenuation of particle flux in the Amundsen Gulf and Beaufort Sea: elevated hydrolytic enzyme activity on sinking aggregates","year":2011,"lang":"en","type":"article","venue":"Polar Biology","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Rimouski; Fisheries and Oceans Canada","funders":"Université du Québec à Rimouski; National Science Foundation","keywords":"Photic zone; Oceanography; Arctic; Deep sea; Continental shelf; Marine snow; Flux (metallurgy); Biology; Environmental chemistry; Water column; Ecology; Nutrient; Chemistry; Phytoplankton; Geology","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":[0.0003161631,0.0003305911,0.0003388152,0.000903454,0.0005414343,0.0009126133,0.0003882334,0.0006100723,0.0008593697],"category_scores_gemma":[0.0005792983,0.0003620267,0.0002768143,0.0007932338,0.000849935,0.0005297579,0.0005998831,0.0003289413,0.000174352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005618904,"about_ca_system_score_gemma":0.0003644337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0292664,"about_ca_topic_score_gemma":0.0272658,"domain_scores_codex":[0.9997371,0.00002293193,0.00003131169,0.00007831908,0.0000711165,0.00005911293],"domain_scores_gemma":[0.9992937,0.0001179541,0.0002323832,0.00006471162,0.0002066168,0.00008468254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006786027,0.00004400548,0.6882405,0.00008964814,0.0001096136,0.0002761173,0.0007212354,0.0003193957,0.3037263,0.0001563624,0.0001008358,0.005537302],"study_design_scores_gemma":[0.000005851563,0.00005385571,0.9935528,0.000003923694,0.00001838536,0.00008998773,0.000268337,0.0001852252,0.005555026,0.00003608155,0.0002269546,0.000003568791],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991518,0.0001831473,0.00007260115,0.00003896224,0.000003814258,0.000001316,0.0001097116,0.000003154553,0.0004354115],"genre_scores_gemma":[0.9993821,0.0001239582,0.0001328602,0.00002057701,0.000005724064,0.000001938251,0.0001514912,0.000002397052,0.0001788103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0292664,"threshold_uncertainty_score":0.05819207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0684740015710103,"score_gpt":0.2572822105143864,"score_spread":0.1888082089433761,"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."}}