{"id":"W3046209841","doi":"10.1139/cjm-2020-0143","title":"Functional potential differences between <i>Firmicutes</i> and <i>Proteobacteria</i> in response to manure amendment in a reclaimed soil","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Microbiology","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Firmicutes; Proteobacteria; Bacteroidetes; Biology; Verrucomicrobia; Betaproteobacteria; Microbiology; Actinobacteria; Bacteria; Genetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003080074,0.0001149114,0.0002681273,0.00006994076,0.00004780206,0.00002958674,0.0001696453,0.0001247387,0.0001075741],"category_scores_gemma":[0.00007298451,0.00005666843,0.0000512538,0.00024108,0.00006837818,0.00004148823,0.00002644253,0.0002340319,0.000006507747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008584982,"about_ca_system_score_gemma":0.0001278637,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002343859,"about_ca_topic_score_gemma":0.08870281,"domain_scores_codex":[0.9989403,0.0002257289,0.0003215471,0.0001782952,0.00004057225,0.0002935223],"domain_scores_gemma":[0.9993041,0.00009473259,0.00009489309,0.00002229137,0.00004074775,0.0004432199],"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":[0.000442265,0.000008072316,0.1634836,0.000002131097,0.00001077978,0.0001166831,0.0002132436,0.000009086174,0.8326581,0.000003679795,0.0003929326,0.002659442],"study_design_scores_gemma":[0.0007053724,0.0009250432,0.9870835,0.00003902955,0.00001172721,0.0001983309,0.0003483992,0.00001265635,0.004711232,0.0001011218,0.005663401,0.0002002179],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814791,0.0001822092,0.000001896585,0.01795084,0.0001396427,0.0001119594,0.0001193488,0.000002973473,0.00001199777],"genre_scores_gemma":[0.9975938,0.00001083429,0.00004510653,0.002129356,0.0001769602,0.00000275575,0.0000217017,0.000001111567,0.00001837977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8279468,"threshold_uncertainty_score":0.927926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01805309478626794,"score_gpt":0.1855025775789597,"score_spread":0.1674494827926918,"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."}}