{"id":"W3158738832","doi":"10.1186/s12896-021-00690-x","title":"Evaluating the biocontrol potential of Canadian strain Bacillus velezensis 1B-23 via its surfactin production at various pHs and temperatures","year":2021,"lang":"en","type":"article","venue":"BMC Biotechnology","topic":"Plant-Microbe Interactions and Immunity","field":"Agricultural and Biological Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; Western University","funders":"Agriculture and Agri-Food Canada; Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Biology; Surfactin; Strain (injury); Biological pest control; Microbiology; Bacillus subtilis; Biotechnology; Food science; Bacteria; Botany; Genetics","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":[0.0001535725,0.0004767299,0.00027593,0.0002594876,0.0002173369,0.0003608181,0.0002701748,0.0002348891,0.0007625111],"category_scores_gemma":[0.0002287801,0.00009841507,0.0002674443,0.000352291,0.0001355854,0.0001968998,0.0002665335,0.0003966763,0.0002246634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003354556,"about_ca_system_score_gemma":0.0003835751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006024096,"about_ca_topic_score_gemma":0.008351153,"domain_scores_codex":[0.9998105,0.00002092695,0.00001947373,0.00003143191,0.00008155601,0.00003620721],"domain_scores_gemma":[0.999854,0.0000204565,0.00003881295,0.00001087691,0.00004907034,0.00002672635],"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":[0.0001068528,0.000064598,0.0005550921,0.00004555222,0.000005522702,0.0000238529,0.00001637862,0.0000935833,0.9979541,0.00001093312,0.00002089397,0.001102712],"study_design_scores_gemma":[0.00001465742,0.001363522,0.01471901,0.00001466536,0.00004721966,0.0001280689,0.00009735964,0.0005236602,0.9816108,0.00001368694,0.001457092,0.00001028754],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997506,0.0009079998,0.0003902325,0.00005219625,0.00001084448,0.00002335957,0.0003952921,0.00001865032,0.0006955509],"genre_scores_gemma":[0.9947896,0.0008762491,0.001573079,0.00002440223,0.000006604993,0.00003831442,0.001365921,0.00001094687,0.001314848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006024096,"threshold_uncertainty_score":0.01197803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03082864226949982,"score_gpt":0.2440369262482004,"score_spread":0.2132082839787006,"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."}}