{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006608818,0.0001862343,0.0002432907,0.0003840941,0.0001361799,0.0000127924,0.0001140949,0.0003494272,0.00001333286],"category_scores_gemma":[0.00003613628,0.0002065994,0.00002816269,0.0002986146,0.0001447938,0.00006627068,0.00007776653,0.0005318507,0.00008752149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002657454,"about_ca_system_score_gemma":0.00002457907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001810695,"about_ca_topic_score_gemma":0.0008674585,"domain_scores_codex":[0.9985026,0.0006706688,0.0002175999,0.0002508216,0.00002326063,0.0003350303],"domain_scores_gemma":[0.9995027,0.0001755318,0.00006031876,0.0001958306,0.00002491262,0.00004077388],"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":[0.0003793669,0.0001311461,0.001710611,0.000008806523,0.00002414406,0.000006800578,0.0003273044,0.0008273738,0.9950198,0.00004071812,0.0009435973,0.0005803271],"study_design_scores_gemma":[0.001654461,0.0006335059,0.3272844,0.00003866954,0.00001599359,0.00009417527,0.0001919375,0.0002507788,0.6666104,0.0001007718,0.002760368,0.0003645556],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977294,0.00001351935,0.000008621474,0.0007488757,0.0008052724,0.0002857483,0.00002912402,0.0002589322,0.0001205188],"genre_scores_gemma":[0.999216,0.00005647373,0.000029768,0.0001632775,0.00004636769,0.00003001769,0.0003088034,0.00002124014,0.000128067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3284094,"threshold_uncertainty_score":0.8424879,"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."}}