{"id":"W2434939732","doi":"10.3390/ijms17060933","title":"Resilience of Soil Microbial Communities to Metals and Additional Stressors: DNA-Based Approaches for Assessing “Stress-on-Stress” Responses","year":2016,"lang":"en","type":"review","venue":"International Journal of Molecular Sciences","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Stressor; Ecology; Ecosystem; Psychological resilience; Adaptation (eye); Microbial population biology; Disturbance (geology); Environmental science; Pollution; Biology; Psychology; Bacteria","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001077196,0.0002463472,0.0006748596,0.0003788707,0.0002412406,0.0001012184,0.001798589,0.0001474395,0.0009851272],"category_scores_gemma":[0.000475797,0.0001753744,0.0003076371,0.0001740805,0.001491498,0.0002447111,0.0003731118,0.0002705899,0.000009575477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009699482,"about_ca_system_score_gemma":0.0003016308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002890274,"about_ca_topic_score_gemma":0.0001201721,"domain_scores_codex":[0.9975675,0.0008257151,0.000674711,0.0002262309,0.0004851704,0.00022063],"domain_scores_gemma":[0.9959764,0.002623491,0.0009957205,0.0002035822,0.0001138347,0.00008698254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001393873,0.002372074,0.00102645,0.002804371,0.001875825,0.0001799022,0.001704756,0.02621342,0.01100222,0.00760961,0.0173549,0.9264626],"study_design_scores_gemma":[0.001959027,0.003140097,0.001563974,0.05077794,0.0006340282,0.0005696323,0.00140386,0.0001963568,0.01640495,0.004588695,0.9170049,0.001756525],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2322031,0.7280334,0.006459793,0.003114014,0.002636804,0.0019921,0.02238268,0.00003849264,0.003139591],"genre_scores_gemma":[0.3579401,0.6110027,0.02706607,0.001851347,0.0006496783,0.000180353,0.000887738,0.0001051223,0.0003168744],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9247061,"threshold_uncertainty_score":0.9999281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07739840807645772,"score_gpt":0.3442990413342053,"score_spread":0.2669006332577476,"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."}}