{"id":"W2134349197","doi":"10.1139/w08-141","title":"Molecular and biochemical characterization of Iranian surfactin-producing<i>Bacillus subtilis</i>isolates and evaluation of their biocontrol potential against<i>Aspergillus flavus</i>and<i>Colletotrichum gloeosporioides</i>","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Microbiology","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Surfactin; Aspergillus flavus; Biology; Microbiology; Bacillus subtilis; Agar plate; Bacillus amyloliquefaciens; Bacteria; Food science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001334562,0.0005242432,0.0002798583,0.0005173573,0.0001451206,0.0002730307,0.0001576263,0.0001852031,0.0003113048],"category_scores_gemma":[0.0003824979,0.000114243,0.0003720752,0.0005365057,0.0001528235,0.0001842,0.0002034175,0.0003157059,0.0002125454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001556589,"about_ca_system_score_gemma":0.0002750857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001835823,"about_ca_topic_score_gemma":0.001467655,"domain_scores_codex":[0.999832,0.00001885323,0.00002521172,0.00003025602,0.00006151297,0.00003205847],"domain_scores_gemma":[0.999699,0.00004069586,0.0001087851,0.00001780344,0.00009596321,0.00003780277],"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":[0.00006466985,0.00004996589,0.003934609,0.00006610346,0.000007771517,0.0000971695,0.00004571836,0.00006420227,0.9924083,0.00002358484,0.00004010219,0.003197704],"study_design_scores_gemma":[0.00004088337,0.001722539,0.2436537,0.00003838191,0.0001788134,0.004391408,0.0006077937,0.001244931,0.7403376,0.000133096,0.007611685,0.00003927682],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951609,0.001126021,0.001804737,0.0001167358,0.00001866224,0.00004220033,0.0008737001,0.00003245575,0.000824673],"genre_scores_gemma":[0.9814073,0.001466527,0.009469354,0.00008408265,0.00003489171,0.00005514517,0.006299707,0.00001624324,0.001166717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001835823,"threshold_uncertainty_score":0.003650248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005900162097380407,"score_gpt":0.1869490608837927,"score_spread":0.1810488987864123,"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."}}