{"id":"W4408156724","doi":"10.1007/s10123-025-00652-9","title":"Nematicidal and plant growth-promoting rhizobacteria: a sustainable strategy for controlling Tylenchulus semipenetrans and enhancing citrus growth","year":2025,"lang":"en","type":"article","venue":"International Microbiology","topic":"Nematode management and characterization studies","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Biology; Bacillus cereus; Rhizobacteria; Bacillus amyloliquefaciens; Biological pest control; 16S ribosomal RNA; Horticulture; Bacteria; Bacillus (shape); Cereus; Microbiology; Rhizosphere","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":[0.0001754144,0.000119196,0.0001963262,0.00003556563,0.0001981837,0.0001075281,0.0001140761,0.0000635641,0.00004702893],"category_scores_gemma":[0.00009816026,0.00005946604,0.00003350115,0.00007642322,0.00005453024,0.0000984943,0.0001065818,0.00005060307,9.88851e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001768167,"about_ca_system_score_gemma":0.0000065242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007063782,"about_ca_topic_score_gemma":0.0001300622,"domain_scores_codex":[0.9992439,0.00002966423,0.0002409017,0.0002456835,0.00002793854,0.000211901],"domain_scores_gemma":[0.9994529,0.0002646012,0.00008755639,0.00001776103,0.0001502712,0.00002690426],"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":[0.0000763448,0.00002344033,0.004361195,0.00009286484,0.0001102503,0.000003492339,0.0001236746,5.201322e-7,0.9653248,0.0287434,0.0001487678,0.0009912762],"study_design_scores_gemma":[0.0123105,0.00214984,0.2635686,0.001449184,0.0006751993,0.000353379,0.02150531,0.003673385,0.5333375,0.09241962,0.06549759,0.003059811],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950234,0.0001985821,0.0003857609,0.003013171,0.0001670006,0.0003200694,0.00009891891,0.00003326797,0.0007597867],"genre_scores_gemma":[0.9983678,0.0001244789,0.00008073987,0.0004604511,0.00009303946,0.00004306919,0.0001866107,9.81012e-7,0.0006427585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4319872,"threshold_uncertainty_score":0.2424955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008145707744936203,"score_gpt":0.216772095574224,"score_spread":0.2086263878292878,"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."}}