{"id":"W2237226614","doi":"10.1007/1-4020-4152-7_3","title":"Biosynthesis of Antibiotics by PGPR and its Relation in Biocontrol of Plant Diseases","year":2006,"lang":"en","type":"book-chapter","venue":"","topic":"Plant-Microbe Interactions and Immunity","field":"Agricultural and Biological Sciences","cited_by":137,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Rhizobacteria; Antibiotics; Biology; Antibiosis; Antimicrobial; Microbiology; Antibiotic resistance; Biotechnology; Bacteria; Rhizosphere; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004526287,0.0001174935,0.0002538071,0.0000288536,0.00002776071,0.000008375843,0.00007641558,0.0001507235,0.0002543035],"category_scores_gemma":[0.0000176004,0.00004522295,0.00006052791,0.00002626869,0.00004016171,0.00005345749,0.00002784193,0.0000861052,0.000003470821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000973509,"about_ca_system_score_gemma":0.000003852467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006875426,"about_ca_topic_score_gemma":0.0005096915,"domain_scores_codex":[0.9994236,0.00001560263,0.0002856872,0.0001262652,0.00007157285,0.00007726756],"domain_scores_gemma":[0.9994783,0.0002322434,0.0001988508,0.00003166714,0.00003609712,0.00002288876],"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":[0.00008337449,0.0001809402,0.003508414,0.00005452083,0.00004642202,0.000002615064,0.000007177222,0.000001777851,0.9797848,0.002796007,0.006661581,0.006872356],"study_design_scores_gemma":[0.001032379,0.001254707,0.3595766,0.002718442,0.0004251573,0.00004364691,0.0001634312,0.0007711521,0.2997593,0.002518716,0.3300405,0.001696019],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9221811,0.002668252,0.000001626612,0.0002709571,0.00008239117,0.0003993929,0.01635168,0.00002390709,0.05802066],"genre_scores_gemma":[0.9767384,0.0007480479,0.000007278024,0.000013769,0.00001914726,1.417011e-7,0.0006890905,8.488356e-7,0.02178328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6800255,"threshold_uncertainty_score":0.2784445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01157008734046627,"score_gpt":0.1839058751813085,"score_spread":0.1723357878408422,"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."}}