{"id":"W2820875623","doi":"10.1111/gcb.14391","title":"Feasting on terrestrial organic matter: Dining in a dark lake changes microbial decomposition","year":2018,"lang":"en","type":"article","venue":"Global Change Biology","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"Natural Environment Research Council; Biotechnology and Biological Sciences Research Council; Directorate for Biological Sciences; Cambridge Trust; Gates Cambridge Trust; Sight Research UK","keywords":"Dissolved organic carbon; Organic matter; Sediment; Environmental chemistry; Environmental science; Microbial population biology; Carbon cycle; Ecology; Total organic carbon; Lake ecosystem; Littoral zone; Nutrient; Nutrient cycle; Boreal; Microorganism; Chemistry; Ecosystem; Biology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001387073,0.0002645577,0.0002708991,0.0001681274,0.0004261688,0.0004902168,0.0001749242,0.0003072092,0.0008865872],"category_scores_gemma":[0.0002190244,0.0001971576,0.0001931925,0.0001563123,0.0003451122,0.0003599919,0.0005091499,0.000325197,0.00006357206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005313876,"about_ca_system_score_gemma":0.0003961822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006449074,"about_ca_topic_score_gemma":0.01353825,"domain_scores_codex":[0.9998806,0.00001833152,0.000009000639,0.00003960063,0.00001806606,0.00003436374],"domain_scores_gemma":[0.9997271,0.00002961247,0.00008788698,0.00001583669,0.00003084859,0.0001087222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001218522,0.0001179668,0.04263629,0.00005529909,0.00003125817,0.00004471411,0.0001348892,0.00008918563,0.9541242,0.00003535124,0.00005555726,0.001456831],"study_design_scores_gemma":[0.0000319156,0.0009515529,0.9402425,0.000007290349,0.0000446951,0.00004459785,0.0004451521,0.001210154,0.05637285,0.00007532361,0.0005580256,0.00001592161],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997171,0.00003747444,0.00005318264,0.00001520007,0.000002664526,0.000002505211,0.00007428471,0.000003571639,0.00009405561],"genre_scores_gemma":[0.9993852,0.00001762035,0.0002035237,0.00003651126,0.00000192149,0.000006440928,0.0001228945,0.000002343386,0.0002234885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006449074,"threshold_uncertainty_score":0.01282305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03151558138579053,"score_gpt":0.2910236069907736,"score_spread":0.2595080256049831,"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."}}