{"id":"W4389261781","doi":"10.1093/femsec/fiad159","title":"Carbon amendments in soil microcosms induce uneven response on H2 oxidation activity and microbial community composition","year":2023,"lang":"en","type":"article","venue":"FEMS Microbiology Ecology","topic":"Anaerobic Digestion and Biogas Production","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Natural Sciences and Engineering Research Council of Canada; Alliance de recherche numérique du Canada","keywords":"Microcosm; Soil carbon; Carbon fibers; Microbial population biology; Sucrose; Chemistry; Soil microbiology; Cellulose; Maltose; Environmental chemistry; Food science; Bacteria; Biology; Soil water; Biochemistry; Ecology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002108227,0.0004841564,0.0004987833,0.0002193837,0.0002575397,0.0006258908,0.0002975156,0.0004328524,0.0008943144],"category_scores_gemma":[0.0003656716,0.0002516278,0.0002399283,0.0002067185,0.000338574,0.0002502803,0.0005058026,0.0007530653,0.0001651289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004356802,"about_ca_system_score_gemma":0.0004293445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002254087,"about_ca_topic_score_gemma":0.003887321,"domain_scores_codex":[0.9994913,0.00006675212,0.00003554766,0.0001933383,0.00009521489,0.000117886],"domain_scores_gemma":[0.9995643,0.00009268468,0.0001038245,0.00003275587,0.00006905921,0.0001372755],"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":[0.0006029025,0.00009523567,0.002317571,0.00004527024,0.00001625502,0.0000319764,0.00004585601,0.00004139258,0.9954569,0.00001154992,0.00003057102,0.001304492],"study_design_scores_gemma":[0.00008662545,0.005641104,0.1850905,0.00002666368,0.00009282606,0.0001424991,0.0005004656,0.001560512,0.8046739,0.0001432829,0.001991818,0.00004987459],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998264,0.0002666618,0.0003742674,0.00005586503,0.00002735626,0.00005518733,0.0005632297,0.00003078841,0.0003625964],"genre_scores_gemma":[0.9960123,0.0002282018,0.001723579,0.0001206241,0.00002360584,0.0001280269,0.0008166072,0.0000162367,0.0009308052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002254087,"threshold_uncertainty_score":0.004481912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01546630975373742,"score_gpt":0.2333764951671013,"score_spread":0.2179101854133638,"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."}}