{"id":"W2765421785","doi":"10.26789/aeb.2017.01.007","title":"Microbial biomass C and N dynamics, and 15N incorporation into microbial biomass under faba bean, canola, barley, and summer fal- low in a Gray Luvisol","year":2017,"lang":"en","type":"article","venue":"Applied Environmental Biotechnology","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Canola; Agronomy; Biomass (ecology); Soil water; Hordeum vulgare; Nitrogen; Summer fallow; Biology; Chemistry; Environmental science; Poaceae; Ecology; Cropping","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000166361,0.0003420869,0.0002292497,0.0003528763,0.0004638274,0.0004188372,0.0002842503,0.0001895417,0.0003949295],"category_scores_gemma":[0.0001636277,0.0001583051,0.0001664968,0.0002638917,0.0003006639,0.0001618554,0.0001776672,0.0002017365,0.0001106523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002666499,"about_ca_system_score_gemma":0.001010126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1575517,"about_ca_topic_score_gemma":0.3384762,"domain_scores_codex":[0.9998457,0.00001387132,0.000005241145,0.00005350103,0.00002846632,0.00005307173],"domain_scores_gemma":[0.9998,0.00001824405,0.00003888877,0.000007754417,0.00004795308,0.0000871823],"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":[0.0009454541,0.00005269511,0.06462055,0.00007310642,0.00004568958,0.0001146541,0.0004309704,0.0002948036,0.9285311,0.00005568505,0.00004919375,0.004786159],"study_design_scores_gemma":[0.00001037521,0.0004265474,0.9346915,0.000008126243,0.00003195705,0.00007432023,0.0005767609,0.001054425,0.06225069,0.00003944461,0.0008270706,0.000008772004],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996012,0.00008816771,0.0000592174,0.000006491536,9.069705e-7,0.000002407925,0.00008418054,0.000004416224,0.0001529702],"genre_scores_gemma":[0.9986078,0.00008223815,0.000238386,0.0000124601,8.056095e-7,0.000006591722,0.0002840341,0.00000385672,0.0007639581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1575517,"threshold_uncertainty_score":0.3132693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005936630713597454,"score_gpt":0.1837929096368866,"score_spread":0.1778562789232891,"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."}}