{"id":"W4411455977","doi":"10.1080/07060661.2025.2509182","title":"Efficacy of crop succession and bionematicide application for controlling <i>Pratylenchus brachyurus</i> in soybean","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Plant Pathology","topic":"Nematode management and characterization studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ecological succession; Crop; Biology; Agronomy; Pratylenchus; Agroforestry; Botany; Ecology; Nematode","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0002661663,0.00005387118,0.0002014102,0.00007503176,0.00007636385,0.00001378858,0.00008553597,0.00004278984,0.000007473576],"category_scores_gemma":[0.00007811471,0.00002439358,0.00003053278,0.0001349089,0.00004555791,0.00004675028,0.000008754661,0.00004677663,2.68835e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001038631,"about_ca_system_score_gemma":0.00002545246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001919076,"about_ca_topic_score_gemma":0.01049315,"domain_scores_codex":[0.9994406,0.00003668687,0.0003032558,0.00007628107,0.00003375183,0.0001094459],"domain_scores_gemma":[0.9994719,0.0001949435,0.0002037874,0.00001929541,0.00006102412,0.00004905092],"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":[0.0003390239,0.00008407708,0.2208881,0.0001652245,0.00006120226,0.00008331058,0.0005589084,0.00004160801,0.7043856,0.009552121,0.001514482,0.06232629],"study_design_scores_gemma":[0.002056411,0.0002896515,0.9742334,0.0003636185,0.00007685945,0.00005678646,0.0008342866,0.0003582232,0.005320973,0.002400645,0.0138301,0.0001789782],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971274,0.000480297,0.0004808725,0.001452437,0.0000822687,0.000192527,0.00006439854,0.000001892655,0.000117959],"genre_scores_gemma":[0.9995643,0.00006227944,0.00006856313,0.0002075189,0.00003467446,0.000005228265,0.00002820399,3.545595e-7,0.00002885219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7533454,"threshold_uncertainty_score":0.5855424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01101728246731749,"score_gpt":0.2233611060977073,"score_spread":0.2123438236303898,"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."}}