{"id":"W2955455492","doi":"10.1002/mbo3.895","title":"Introducing key microbes from high productive soil transforms native soil microbial community of low productive soil","year":2019,"lang":"en","type":"article","venue":"MicrobiologyOpen","topic":"Plant-Microbe Interactions and Immunity","field":"Agricultural and Biological Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Agriculture and Agri-Food Canada","keywords":"Agronomy; Rhizosphere; Soil water; Microbial population biology; Burkholderia; Biology; Soil health; Bulk soil; Environmental science; Soil fertility; Soil organic matter; Ecology; Bacteria","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007560441,0.0004875792,0.0008578722,0.00006858289,0.0005761833,0.00008577116,0.001168297,0.0003262963,0.001235121],"category_scores_gemma":[0.0001480264,0.0002329164,0.0002538836,0.0004497361,0.000491491,0.0005251486,0.0004465329,0.001187603,0.0003372143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001598971,"about_ca_system_score_gemma":0.00007654158,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03547224,"about_ca_topic_score_gemma":0.01417308,"domain_scores_codex":[0.9968824,0.0008677004,0.0006989135,0.0008134069,0.000103596,0.0006340188],"domain_scores_gemma":[0.9980954,0.0004810815,0.0004475538,0.0004220155,0.0004720439,0.0000819323],"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":[0.0005046205,0.0006956167,0.001888128,0.00003653223,0.0002485818,0.000001441582,0.002873333,0.00007703051,0.9877342,0.00001939159,0.002065731,0.003855405],"study_design_scores_gemma":[0.0007029726,0.0006121998,0.02847528,0.0001966061,0.00004937142,0.00004843327,0.003632592,0.000005283876,0.9608283,0.0002591057,0.004668018,0.0005218288],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931323,0.0001712117,0.000004917199,0.001332044,0.001011633,0.001040737,0.002693852,0.00007658371,0.0005367072],"genre_scores_gemma":[0.9952884,0.00006748191,0.0002320384,0.0002824465,0.0003727136,0.00003128026,0.002449637,0.000007525344,0.001268521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02690588,"threshold_uncertainty_score":0.9996779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01087559820486304,"score_gpt":0.2058334674613501,"score_spread":0.1949578692564871,"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."}}