{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006771605,0.0001665833,0.0003489657,0.0001427089,0.00006725603,0.00001741437,0.0001262328,0.0001706262,0.0001017167],"category_scores_gemma":[0.0001071029,0.0001407276,0.00006686592,0.0001784568,0.0003348384,0.0001064577,0.00002379502,0.0001310328,0.000001387511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009469889,"about_ca_system_score_gemma":0.0001591496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000421007,"about_ca_topic_score_gemma":0.0005502509,"domain_scores_codex":[0.9987602,0.0001567144,0.0005248871,0.000237541,0.00007985196,0.0002408317],"domain_scores_gemma":[0.9990037,0.00002162197,0.0004723228,0.0001175835,0.0001394874,0.0002452643],"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":[0.00005030045,0.00001770305,0.005885208,0.000008081274,0.00002785379,0.000004837143,0.0003987303,0.00002412821,0.9875045,0.00000223584,0.00007925632,0.005997145],"study_design_scores_gemma":[0.001745859,0.0003252554,0.08914291,0.00004338343,0.0001099729,0.0002610609,0.00009641135,0.0002107894,0.9069118,0.00004712292,0.0008903941,0.0002149582],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978496,0.0009421298,0.0000203174,0.0006060671,0.0001579098,0.000244813,0.0001453698,0.000002629094,0.0000311548],"genre_scores_gemma":[0.9992312,0.0002214757,0.0001132031,0.0003552777,0.00002985021,3.192148e-7,0.00003542604,0.000007623897,0.000005627455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0832577,"threshold_uncertainty_score":0.5738705,"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."}}