{"id":"W2957516661","doi":"","title":"Exploring bacterial communities and their function for soil health under different cropping systems","year":2012,"lang":"en","type":"article","venue":"Mspace (University of Manitoba)","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cropping; Soil health; Function (biology); Agroforestry; Environmental science; Geography; Agriculture; Environmental planning; Agricultural engineering; Soil water; Ecology; Biology; Soil science; Engineering; Soil organic matter","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002480037,0.0003800729,0.0002709693,0.0006520508,0.0004756761,0.0005889483,0.0002509622,0.0002509103,0.0003828207],"category_scores_gemma":[0.0002612277,0.0001660059,0.0002584437,0.000877386,0.0003272306,0.0003390153,0.0003180229,0.0001984149,0.0001172608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001282998,"about_ca_system_score_gemma":0.001445527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1120143,"about_ca_topic_score_gemma":0.270274,"domain_scores_codex":[0.9997233,0.00003182855,0.00001683388,0.0001015179,0.0000506722,0.00007596381],"domain_scores_gemma":[0.9997208,0.00002787196,0.00007544646,0.0000126211,0.0001053264,0.00005796233],"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":[0.000422809,0.0001030424,0.3310931,0.0001862342,0.0001089562,0.0001615877,0.0009230763,0.0002406493,0.6528722,0.00006665264,0.00005995892,0.01376174],"study_design_scores_gemma":[0.000002168233,0.0001283664,0.9928563,0.000006114817,0.00002650803,0.00003332445,0.0005510325,0.0002330318,0.005887476,0.00001695139,0.0002532606,0.000005475356],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990001,0.0002383657,0.0002158344,0.00001252008,0.000001680745,0.00001039298,0.0002438353,0.000002834872,0.0002744376],"genre_scores_gemma":[0.9970885,0.0003488025,0.001207154,0.00003099301,0.000001939749,0.0000201428,0.000714173,0.000003463733,0.0005848681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1120143,"threshold_uncertainty_score":0.2227246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09855251978193769,"score_gpt":0.1983744594180338,"score_spread":0.09982193963609615,"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."}}