{"id":"W2808547997","doi":"10.1093/femsec/fiy115","title":"Soils associated to different tree communities do not elicit predictable responses in lake bacterial community structure and function","year":2018,"lang":"en","type":"article","venue":"FEMS Microbiology Ecology","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Bacterioplankton; Biology; Soil water; Ecology; Community structure; Abundance (ecology); Soil microbiology; Relative species abundance; Terrestrial ecosystem; Ecosystem; Nutrient; Phytoplankton","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002799699,0.0003722711,0.0004482447,0.0003435021,0.0003636513,0.0007702458,0.0002164283,0.0003680147,0.0009733287],"category_scores_gemma":[0.0007041959,0.0002723771,0.0002522065,0.0003599076,0.0003427046,0.0003986176,0.0007099623,0.0004166071,0.0002013637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003864381,"about_ca_system_score_gemma":0.0005412648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001637614,"about_ca_topic_score_gemma":0.005158608,"domain_scores_codex":[0.9994802,0.0001173321,0.00006298209,0.0001237044,0.00009662803,0.0001191563],"domain_scores_gemma":[0.9993538,0.000124051,0.0001977481,0.00003553592,0.00009100468,0.0001977711],"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":[0.0006321062,0.00006206136,0.01883174,0.0001094484,0.0000473422,0.00005512634,0.00007266399,0.00007986867,0.9778851,0.00002046765,0.00002850398,0.002175744],"study_design_scores_gemma":[0.00005557427,0.002910661,0.7857497,0.00003065882,0.0001326904,0.0002481668,0.0006420407,0.001058251,0.2073285,0.0001643381,0.00164499,0.00003437501],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999151,0.0001698169,0.000212122,0.00001705269,0.000004905527,0.00001362324,0.0001484503,0.00001027354,0.000272768],"genre_scores_gemma":[0.9975954,0.0002302451,0.0009641231,0.00009180378,0.000008728402,0.0000475963,0.0006430828,0.00001776784,0.0004012433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001637614,"threshold_uncertainty_score":0.003256202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01476870417005412,"score_gpt":0.2237969624423919,"score_spread":0.2090282582723378,"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."}}