{"id":"W4410159938","doi":"10.3390/biology14050514","title":"Status and Best Management Practices of Potato Early Dying Disease in New Brunswick, Canada","year":2025,"lang":"en","type":"article","venue":"Biology","topic":"Nematode management and characterization studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Verticillium dahliae; Verticillium wilt; Biology; Chloropicrin; Fumigation; Nematode; Verticillium; Agronomy; Horticulture; Veterinary medicine; Pratylenchus; Aldicarb; Ecology; Pesticide","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":[0.0007137681,0.0003782726,0.0002894367,0.002313444,0.002808721,0.00214329,0.002222323,0.000364568,0.004978182],"category_scores_gemma":[0.00154597,0.0002258765,0.0003175324,0.004046792,0.0004995663,0.000433505,0.0007051884,0.0005958263,0.0005358855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05491472,"about_ca_system_score_gemma":0.09439284,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9960884,"about_ca_topic_score_gemma":0.9986818,"domain_scores_codex":[0.9990135,0.00007272817,0.00006923442,0.0001207797,0.0003605251,0.0003632945],"domain_scores_gemma":[0.9967552,0.00009422014,0.0003523288,0.00004601041,0.001827293,0.0009249783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002324842,0.0003390175,0.5958905,0.001745223,0.0001556007,0.002187058,0.005360948,0.001306681,0.01121354,0.002743434,0.06371127,0.3151143],"study_design_scores_gemma":[0.00002723198,0.00007943559,0.8629038,0.001089658,0.00007187174,0.0003594129,0.008352171,0.0009100743,0.0008603838,0.0001913572,0.1250727,0.00008177866],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7407361,0.05294821,0.002643466,0.03096537,0.0006655382,0.001207855,0.03144408,0.0005902782,0.1387991],"genre_scores_gemma":[0.8947969,0.02684046,0.01233526,0.003744317,0.00004421533,0.0003119694,0.01150297,0.0001176608,0.05030628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05491472,"threshold_uncertainty_score":0.398436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02233980864224084,"score_gpt":0.2595036938645803,"score_spread":0.2371638852223395,"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."}}