{"id":"W3037758793","doi":"10.1186/s13213-020-01582-9","title":"Life in mine tailings: microbial population structure across the bulk soil, rhizosphere, and roots of boreal species colonizing mine tailings in northwestern Québec","year":2020,"lang":"en","type":"article","venue":"Annals of Microbiology","topic":"Coal and Its By-products","field":"Earth and Planetary Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; Université de Sherbrooke","funders":"Fonds de recherche du Québec – Nature et technologies; National Research Council Canada","keywords":"Rhizosphere; Tailings; Biology; Edaphic; Ecology; Botany; Microbial population biology; Ordination; Soil water; Chemistry","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":[0.0001385272,0.0002334715,0.0001972048,0.000667345,0.0009680811,0.0005800684,0.0003014794,0.0002298876,0.0009962782],"category_scores_gemma":[0.0002169191,0.00009701525,0.0001281946,0.0007079766,0.0003206111,0.0002130563,0.0002526127,0.0001650096,0.0001181273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002617645,"about_ca_system_score_gemma":0.001607562,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8165153,"about_ca_topic_score_gemma":0.923999,"domain_scores_codex":[0.9998813,0.000006730425,0.000003900977,0.0000440279,0.00002017383,0.00004390216],"domain_scores_gemma":[0.99968,0.0000233443,0.00005233322,0.000007362813,0.0001518455,0.00008516567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001553504,0.00005133661,0.9401062,0.00003810853,0.00004175146,0.0001529466,0.00196507,0.0002108813,0.04784032,0.00003495415,0.0001703597,0.009232733],"study_design_scores_gemma":[0.000001190393,0.00002168068,0.9985418,0.000004420195,0.000004088323,0.00002883627,0.0007509213,0.0001790759,0.0003235469,0.000003343074,0.0001385418,0.000002670475],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992956,0.0000587419,0.00006084639,0.00001022304,5.538241e-7,0.000005866713,0.0003418418,0.000002172699,0.0002241792],"genre_scores_gemma":[0.9989756,0.0000532108,0.0001351142,0.00001415447,8.504001e-7,0.000004064777,0.0003441384,0.000001269613,0.0004716959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1834847,"threshold_uncertainty_score":0.3691305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02703078079027754,"score_gpt":0.2363547816623401,"score_spread":0.2093240008720625,"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."}}