{"id":"W4224279470","doi":"10.1007/s12230-022-09875-2","title":"Effect of Biofumigation on Population Densities of Pratylenchus spp. and Verticillium spp. and Potato Yield in Eastern Canada","year":2022,"lang":"en","type":"article","venue":"American Journal of Potato Research","topic":"Nematode management and characterization studies","field":"Agricultural and Biological Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Maple Leaf Foods; University of New Brunswick; Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada","keywords":"Chloropicrin; Fumigation; Verticillium dahliae; Agronomy; Population; Biology; Population density; Pinto bean; Brassica; Crop; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008414038,0.00006228902,0.0002305662,0.00007653326,0.0001030161,0.0000149333,0.00008262971,0.000008476263,0.00003428774],"category_scores_gemma":[0.000114435,0.00002939479,0.00002184047,0.0004155429,0.0001158676,0.00006052178,0.0000933753,0.0001417851,1.749261e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003941242,"about_ca_system_score_gemma":0.00001907396,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06328353,"about_ca_topic_score_gemma":0.02257212,"domain_scores_codex":[0.9986271,0.0003644192,0.0002673989,0.00009279495,0.0005163947,0.0001318984],"domain_scores_gemma":[0.9990609,0.0005427364,0.0002207291,0.00002639941,0.0001065915,0.000042642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007662999,0.00005932424,0.8680881,0.00007558998,0.00004316315,0.00002852163,0.0007481633,0.00004387112,0.04296644,0.00008402428,0.0002614682,0.08683508],"study_design_scores_gemma":[0.0002293771,0.00367687,0.9837704,0.00008470414,0.00001100573,0.00001181717,0.007445269,0.0001094466,0.004333574,0.00005042427,0.0002055831,0.00007148907],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987609,0.0001386596,4.285644e-7,0.0009005095,0.00003039491,0.0001081385,0.0000106874,0.000001255947,0.00004904756],"genre_scores_gemma":[0.999798,0.00008981473,0.000004559066,0.00003990076,0.00002213836,0.000003863844,0.000004572094,8.321026e-7,0.00003629696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1156824,"threshold_uncertainty_score":0.9952634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02580161909945707,"score_gpt":0.2815132844660269,"score_spread":0.2557116653665698,"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."}}