{"id":"W4416925915","doi":"10.1371/journal.pone.0336999","title":"Integrated effects of anaerobic soil disinfestation and beneficial microbes in strawberry production","year":2025,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Plant Disease Management Techniques","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Northeast SARE; North American Strawberry Grower's Association; U.S. Department of Veterans Affairs","keywords":"Postharvest; Botrytis; Fungicide; Colletotrichum acutatum; Fumigation; Inoculation; Botrytis cinerea; Beneficial organism","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000628486,0.00005366272,0.00009686983,0.00003110838,0.00002453806,0.00001362157,0.00004836887,0.00003034947,0.00000511793],"category_scores_gemma":[0.00007244499,0.00002448427,0.00001073967,0.0002676451,0.00002450008,0.00006840994,0.00002538257,0.00003917348,5.313195e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001282872,"about_ca_system_score_gemma":0.000003220525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002831055,"about_ca_topic_score_gemma":0.00114786,"domain_scores_codex":[0.9995962,0.00003154006,0.0001023091,0.0001339467,0.00006456983,0.00007143599],"domain_scores_gemma":[0.9998597,0.00004542374,0.00003276141,0.00002211341,0.00002868959,0.00001133809],"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":[0.00002121495,0.0005301303,0.01027589,0.0001503552,0.00001660016,0.00000107964,0.00002759199,8.502191e-7,0.9736802,0.000245214,0.00008127801,0.01496959],"study_design_scores_gemma":[0.00007178814,0.00008394985,0.5350322,0.0005005258,0.00004310708,7.221342e-8,0.0000953819,0.00006242775,0.4630798,0.0009436982,0.00002066063,0.00006638141],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989111,0.0001608286,0.000002250187,0.0004598156,0.00001299504,0.0002894963,0.00001156873,0.00005341334,0.00009851978],"genre_scores_gemma":[0.9994301,0.0001844354,0.0001929319,0.00002123956,0.00001360985,0.0000169182,0.000066137,2.736283e-7,0.00007432391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5247563,"threshold_uncertainty_score":0.09984396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01340758460083088,"score_gpt":0.1937536912603249,"score_spread":0.180346106659494,"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."}}