{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002257583,0.0002603718,0.0002066909,0.0002078185,0.0001669416,0.000395037,0.0002173298,0.0001637177,0.0005514162],"category_scores_gemma":[0.000159856,0.0001043788,0.000150121,0.0001543722,0.0001702445,0.0001737596,0.0003613481,0.0002810956,0.0001418783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003064163,"about_ca_system_score_gemma":0.0004597943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003099584,"about_ca_topic_score_gemma":0.008909258,"domain_scores_codex":[0.99979,0.00001681502,0.00001327391,0.00004809815,0.00005723663,0.0000746532],"domain_scores_gemma":[0.9997551,0.00002843902,0.00004751623,0.00002245936,0.00003495114,0.0001115921],"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":[0.00007979537,0.00003686839,0.004698028,0.00002057015,0.000004538612,0.00004567197,0.00004353028,0.00001659755,0.9934276,0.0000160673,0.000008611326,0.00160208],"study_design_scores_gemma":[0.00005418594,0.002429463,0.3525408,0.00002289311,0.00008663382,0.000803587,0.001344679,0.001212789,0.638357,0.00009008269,0.003031904,0.00002609558],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992772,0.00004818769,0.0003879861,0.00001010533,0.000002694533,0.00001061434,0.00005323858,0.000004646544,0.0002053426],"genre_scores_gemma":[0.9971707,0.0001091355,0.001460094,0.00003340281,0.000002857082,0.00001855712,0.0003403797,0.000004706176,0.0008601014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003099584,"threshold_uncertainty_score":0.00616312,"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."}}