{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002547351,0.0001102321,0.0001550279,0.00005311094,0.0004366991,0.00003291307,0.0001499619,0.0002401529,0.000158384],"category_scores_gemma":[0.0003177894,0.00004514238,0.00005024038,0.000458552,0.0001205043,0.00005019203,0.00007293066,0.000269178,0.00001328675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004618748,"about_ca_system_score_gemma":0.00004917666,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02389481,"about_ca_topic_score_gemma":0.3173794,"domain_scores_codex":[0.9990754,0.0001566726,0.0001864395,0.0002625755,0.00008068476,0.0002382771],"domain_scores_gemma":[0.9995277,0.00009474793,0.00009705428,0.0001088187,0.0001285406,0.0000431303],"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":[0.00002307419,0.00002882661,0.0002689693,0.000004972035,0.00002079651,0.000004861135,0.00002923038,0.00001404221,0.9796609,0.00004932586,0.0001565436,0.0197385],"study_design_scores_gemma":[0.000241966,0.0003382234,0.06604108,0.0000246757,0.00004543294,0.00103919,0.001087439,0.0006728772,0.9202071,0.000102548,0.009989217,0.0002102555],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899237,0.0006725311,0.000005041248,0.008672343,0.0002707976,0.0001888264,0.0001871507,0.00003499005,0.00004464517],"genre_scores_gemma":[0.99891,0.0001492518,0.0003370311,0.0000811264,0.0000581229,0.00000711732,0.00008243299,0.000001080077,0.0003738705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2934846,"threshold_uncertainty_score":0.9826052,"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."}}