{"id":"W6993005837","doi":"","title":"Natural abundance stable isotope values as a tool to link
\\nmicrobial processes and geochemistry applied to boreal
\\nforest soils and serpentinization associated springs","year":2016,"lang":"en","type":"dissertation","venue":"Memorial University Research Repository (Memorial University)","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Resources Canada; U.S. Forest Service; Canadian Forest Service; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Soil water; Taiga; Stable isotope ratio; Diagenesis; Transect; Stable-isotope probing; Soil organic matter; Litter; Forest floor; δ13C; Soil carbon","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005974754,0.0003307425,0.0002437066,0.0007325495,0.0003853789,0.0008270713,0.0003965104,0.0003397615,0.001284744],"category_scores_gemma":[0.0004759534,0.0002898155,0.0002550913,0.0009280686,0.0004067445,0.0004056828,0.0004966311,0.0005228978,0.0002628245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004873222,"about_ca_system_score_gemma":0.0005727769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003363283,"about_ca_topic_score_gemma":0.01785195,"domain_scores_codex":[0.9997367,0.00005037261,0.00001689222,0.0001021265,0.00007665194,0.00001722722],"domain_scores_gemma":[0.9997969,0.00004657199,0.0000563115,0.00003118387,0.00005253647,0.00001647933],"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":[0.0001546384,0.00007300129,0.04862861,0.0002135429,0.00005778101,0.00009179872,0.0003885787,0.001273002,0.8507373,0.003639073,0.0003183222,0.09442436],"study_design_scores_gemma":[0.0000297625,0.0007001684,0.2429429,0.00009672653,0.0001639329,0.0005194696,0.0008028817,0.03111442,0.6773143,0.00607645,0.04011726,0.000121697],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8290417,0.003939714,0.1475545,0.0002981915,0.0002031048,0.0001391429,0.00214516,0.0002820662,0.01639651],"genre_scores_gemma":[0.8621374,0.003103111,0.1258456,0.0001209572,0.00004494469,0.0001897039,0.0009326243,0.0001393998,0.007486315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003363283,"threshold_uncertainty_score":0.006687403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00847232488650932,"score_gpt":0.2309148497188545,"score_spread":0.2224425248323451,"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."}}