{"id":"W4403472466","doi":"10.1007/s00300-024-03316-y","title":"Vertical stratification of arctic microbial communities near potential hydrocarbon seepage off Cape Dyer, Nunavut","year":2024,"lang":"en","type":"article","venue":"Polar Biology","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bedford Institute of Oceanography; Natural Resources Canada; Fisheries and Oceans Canada","funders":"Natural Resources Canada; Fisheries and Oceans Canada","keywords":"Biology; Cape; Stratification (seeds); Arctic; Oceanography; The arctic; Ecology; Archaeology; 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":[0.0002140706,0.0002300983,0.0001731017,0.0007206079,0.001948111,0.000860995,0.0004430134,0.0002296597,0.001407616],"category_scores_gemma":[0.0004798438,0.0001724786,0.0001208243,0.0007928129,0.0005552412,0.0002309824,0.0005939413,0.0002525472,0.0002087381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004988112,"about_ca_system_score_gemma":0.003570518,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8905672,"about_ca_topic_score_gemma":0.9599711,"domain_scores_codex":[0.9997976,0.00001316858,0.000005722633,0.00006912376,0.00006025087,0.00005406841],"domain_scores_gemma":[0.9996175,0.00002771668,0.00005642987,0.000009854433,0.0001897313,0.0000987395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002323483,0.00003779773,0.9567623,0.00004187445,0.00003026915,0.0003542403,0.003275648,0.0003439251,0.03038937,0.000109772,0.0004826571,0.007939643],"study_design_scores_gemma":[0.000002850013,0.00002372974,0.9938275,0.00001687403,0.00000647094,0.00003934487,0.003719698,0.0002803886,0.001100597,0.00001542452,0.0009608993,0.000006148307],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977452,0.00009233125,0.00005825576,0.00003896241,0.000005846873,0.0000113807,0.0004820112,0.000004093345,0.001561904],"genre_scores_gemma":[0.9983437,0.00008166851,0.0002170176,0.00002957682,0.00000230447,0.00001105105,0.0003574595,0.000002493029,0.0009547065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1094328,"threshold_uncertainty_score":0.2201544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009430991706308066,"score_gpt":0.2280715311327372,"score_spread":0.2186405394264291,"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."}}