{"id":"W2037757212","doi":"10.1080/09583150500532790","title":"Preliminary phenotypic and molecular screening for potential bacterial biocontrol agents of<i>Leptosphaeria maculans,</i>the blackleg pathogen of canola","year":2006,"lang":"en","type":"article","venue":"Biocontrol Science and Technology","topic":"Plant-Microbe Interactions and Immunity","field":"Agricultural and Biological Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Blackleg; Leptosphaeria maculans; Biology; Canola; Phyllosphere; Pseudomonas chlororaphis; Raphanus; Brassica; Microbiology; Bacteria; Botany; Pseudomonas; 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":[0.0003504291,0.0001170121,0.0002208598,0.00005918325,0.0003078973,0.0000409315,0.0003299652,0.0001130568,0.00001665102],"category_scores_gemma":[0.00007189002,0.00004900579,0.00004876113,0.0003911784,0.0008424962,0.0001135675,0.0001285437,0.00007631374,4.47239e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008926652,"about_ca_system_score_gemma":0.00002372996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005689047,"about_ca_topic_score_gemma":0.00008126782,"domain_scores_codex":[0.9990523,0.0000295344,0.0002536693,0.0002534458,0.0001312148,0.0002798378],"domain_scores_gemma":[0.9994434,0.00006771097,0.0001757384,0.0000917816,0.0001874542,0.00003390738],"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":[0.0001413374,0.00004385712,0.001268666,0.000005512278,0.00001224311,0.000001475768,0.000006666899,0.000001523236,0.9721321,0.0006345969,0.00008893932,0.02566308],"study_design_scores_gemma":[0.002031681,0.001588922,0.07264847,0.0000586635,0.0001233242,0.0001087661,0.0003746979,0.001460401,0.9060861,0.002077662,0.01310509,0.0003362521],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966499,0.0005717907,0.0001905434,0.001702933,0.00009498121,0.0005132512,0.0002179446,0.00002273625,0.00003588118],"genre_scores_gemma":[0.9994785,0.00003166794,0.0003013386,0.00005752079,0.00005450732,0.00003864537,0.00002082147,0.000001034927,0.0000159505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07137981,"threshold_uncertainty_score":0.3104212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006804394093144111,"score_gpt":0.205075527152082,"score_spread":0.1982711330589379,"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."}}