{"id":"W3011564742","doi":"10.1016/j.scitotenv.2020.138127","title":"Towards Nutrition-Sensitive Agriculture: An evaluation of biocontrol effects, nutritional value, and ecological impact of bacterial inoculants","year":2020,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Plant-Microbe Interactions and Immunity","field":"Agricultural and Biological Sciences","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Ministry of Health, British Columbia; Ministero della Salute; British Society for Plant Pathology; Ministeriet Sundhed Forebyggelse; University of Dundee","keywords":"Rhizoctonia solani; Microbial inoculant; Biology; Bacillus amyloliquefaciens; Pythium ultimum; Rhizosphere; Paenibacillus polymyxa; Damping off; Horticulture; Biological pest control; Agronomy; Food science; Botany; Bacteria; Fermentation","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0005680398,0.00008440315,0.0001500415,0.000007367923,0.000173336,0.0000161511,0.000263051,0.00003625432,0.0001489784],"category_scores_gemma":[0.0001013465,0.00002420041,0.0001024647,0.0001546076,0.0006032384,0.0001465338,0.0001455244,0.00007837595,0.000001687616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005371604,"about_ca_system_score_gemma":0.00002098288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002102929,"about_ca_topic_score_gemma":0.000002620864,"domain_scores_codex":[0.9988779,0.0002596515,0.0001791658,0.0001498757,0.0004165672,0.0001167724],"domain_scores_gemma":[0.9995427,0.0001115552,0.000172985,0.00006383765,0.00005353082,0.00005538258],"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":[0.00007606473,0.0002825605,0.00004755556,0.000004494942,0.00001563475,9.048832e-8,0.00009538157,0.000675872,0.9969349,0.00004657371,0.00001885513,0.001802043],"study_design_scores_gemma":[0.0003193458,0.0007378968,0.6487061,0.00002270636,0.00004263999,0.00001255871,0.0001781292,0.002044208,0.347657,0.0002196964,0.000006196904,0.00005346874],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984965,0.00005523439,0.000001085279,0.0006872668,0.00005042004,0.0004477097,0.000202369,0.000002891174,0.00005654681],"genre_scores_gemma":[0.999821,0.00003797148,0.00004144575,0.00001433244,0.00005372294,0.00001021227,0.00001881076,3.415884e-7,0.000002146673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6492779,"threshold_uncertainty_score":0.2222657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01758460929960604,"score_gpt":0.2332061666533398,"score_spread":0.2156215573537338,"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."}}