{"id":"W4282596117","doi":"10.3390/microorganisms10061189","title":"Combining Desirable Traits for a Good Biocontrol Strategy against Sclerotinia sclerotiorum","year":2022,"lang":"en","type":"review","venue":"Microorganisms","topic":"Plant pathogens and resistance mechanisms","field":"Agricultural and Biological Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada","keywords":"Sclerotinia sclerotiorum; Antibiosis; Biology; Biological pest control; Biotechnology; Fungicide; Sclerotinia; Agronomy; Botany; Bacteria; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000624471,0.0007041744,0.001691665,0.00005161521,0.001013378,0.0002580621,0.0009259733,0.0004586819,0.0009838499],"category_scores_gemma":[0.00003068367,0.0002968129,0.0008401529,0.0005936395,0.00005254604,0.00008585746,0.0001686531,0.0004713881,0.00008226952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001343966,"about_ca_system_score_gemma":0.0001121891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000129963,"about_ca_topic_score_gemma":0.0001472445,"domain_scores_codex":[0.9968461,0.0002146085,0.0007948415,0.0009438514,0.0002552893,0.0009453101],"domain_scores_gemma":[0.9986814,0.0003835743,0.0005489441,0.0001323229,0.00004951706,0.0002042989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001046303,0.0001331622,4.326147e-7,0.0008692516,0.00009545021,0.00001707445,0.00001265045,0.000001102539,0.1297072,0.0005128018,0.0004698829,0.8681705],"study_design_scores_gemma":[0.000341802,0.0004583896,0.00001366148,0.001271619,0.0002871012,0.00004427513,0.0001355089,0.000003647844,0.0005987668,0.0001666987,0.9959162,0.0007622717],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007745834,0.9906238,0.00004442483,0.0000520987,0.0004624279,0.003097908,0.004079777,0.0002267798,0.0006382448],"genre_scores_gemma":[0.0004322518,0.9941198,0.0004367803,0.0002043032,0.0004196569,0.0006966914,0.002332089,0.00002202683,0.001336438],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9954464,"threshold_uncertainty_score":0.9999484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07599023080981485,"score_gpt":0.2538271382895115,"score_spread":0.1778369074796966,"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."}}