{"id":"W2804736963","doi":"10.1111/1462-2920.14283","title":"Microbial life under ice: Metagenome diversity and <i>in situ</i> activity of Verrucomicrobia in seasonally ice‐covered Lakes","year":2018,"lang":"en","type":"article","venue":"Environmental Microbiology","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi; Université du Québec à Montréal; Université de Sherbrooke; Concordia University; GDG Environnement","funders":"Society for Applied Microbiology","keywords":"Verrucomicrobia; Biology; Metagenomics; Ecology; Ecosystem; Limnetic zone; Firmicutes; 16S ribosomal RNA; Littoral zone","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003878065,0.0002933441,0.0005243478,0.00009526915,0.0003476446,0.000005273412,0.0004867374,0.0003444609,0.003853449],"category_scores_gemma":[0.00001542661,0.0003162537,0.00008522808,0.0001583604,0.002090275,0.000182904,0.002998171,0.000443376,0.0003014677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002813041,"about_ca_system_score_gemma":0.00001801671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005867348,"about_ca_topic_score_gemma":0.01498957,"domain_scores_codex":[0.9979196,0.0006034946,0.0003414377,0.0005619521,0.00004759818,0.0005258999],"domain_scores_gemma":[0.9991921,0.0001726285,0.0001835441,0.0003510967,0.000002430814,0.00009817917],"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":[0.0004320476,0.0003107425,0.1848527,0.000007314026,0.00003074536,0.000005607686,0.0007489428,0.00005006755,0.8130901,0.000009865888,0.0003650745,0.00009681984],"study_design_scores_gemma":[0.001782867,0.0003089931,0.8919721,0.00001233333,0.00002868784,0.00004794907,0.0001584394,0.00001177873,0.1029436,0.0002042495,0.002149023,0.0003800236],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984173,0.000111496,0.00001535209,0.0001885836,0.0001651702,0.0002968584,0.0001503211,0.00001205657,0.0006429314],"genre_scores_gemma":[0.9983827,0.0001109452,0.0001700822,0.001042144,0.00002936041,0.000004346197,0.00008170203,0.00001665298,0.0001620888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7101465,"threshold_uncertainty_score":0.999929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01086463976527189,"score_gpt":0.2012390318450429,"score_spread":0.190374392079771,"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."}}