{"id":"W7133053179","doi":"","title":"Efficacy and mechanisms of bacterial biocontrol agents against <i>Leptosphaeria maculans</i> (Desm.) causing blackleg disease of canola (<i>Brassica napus L</i>.)","year":2021,"lang":"en","type":"dissertation","venue":"Charles Sturt University Research Output (CRO)","topic":"Plant-Microbe Interactions and Immunity","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Leptosphaeria maculans; Blackleg; Canola; Biological pest control; Fungicide; Mycelium; Phoma; Disease management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002636352,0.0003737479,0.0002827163,0.0002276881,0.0001160964,0.0003096313,0.0002153008,0.0003330574,0.0005938403],"category_scores_gemma":[0.0001334891,0.0001223392,0.0003280012,0.0001098827,0.000166082,0.0002250912,0.0002008963,0.0002715388,0.0001428205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001878223,"about_ca_system_score_gemma":0.0001542577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001021613,"about_ca_topic_score_gemma":0.00112711,"domain_scores_codex":[0.9998241,0.00003486666,0.00001488764,0.00002546753,0.00004942384,0.00005120397],"domain_scores_gemma":[0.9998522,0.00002854839,0.00005439181,0.0000087172,0.00003300248,0.00002313127],"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":[0.0001998547,0.0001717975,0.0008920072,0.0002039647,0.00001785565,0.00003673292,0.0000303641,0.00007191292,0.9930461,0.00006648721,0.00005494575,0.00520791],"study_design_scores_gemma":[0.0000810705,0.007753261,0.0583907,0.00005926116,0.0001248119,0.0002956228,0.0001400634,0.001135753,0.9293239,0.00009075587,0.002589673,0.0000150209],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897773,0.006864164,0.000647951,0.0001190473,0.00002281001,0.00008696268,0.0002762385,0.00004009719,0.002165466],"genre_scores_gemma":[0.9945027,0.002452612,0.0007936006,0.0001229614,0.00001740377,0.00006559808,0.0003090502,0.000004208634,0.0017318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001021613,"threshold_uncertainty_score":0.002031326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03480828767390724,"score_gpt":0.266268706524655,"score_spread":0.2314604188507478,"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."}}