{"id":"W7162010808","doi":"10.82308/53339","title":"Characterization of soil microbiome associated with soybean and soybean cyst nematode «Heterodera glycines» in Eastern Canada","year":2019,"lang":"en","type":"dissertation","venue":"","topic":"Nematode management and characterization studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Soybean cyst nematode; Heterodera; Monoculture; PEST analysis; Cultivar; Integrated pest management; Microbiome; Soil water","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":[0.0001522187,0.0004115436,0.000430094,0.001070015,0.001660921,0.0008935218,0.000274772,0.0002752369,0.0007654287],"category_scores_gemma":[0.0002483778,0.0001798871,0.0002285002,0.001526869,0.0004514638,0.0002140677,0.0006757691,0.0003353797,0.00020526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002474881,"about_ca_system_score_gemma":0.005627126,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8234053,"about_ca_topic_score_gemma":0.9336115,"domain_scores_codex":[0.999696,0.000008815753,0.00001089822,0.00007468762,0.0001020069,0.0001076256],"domain_scores_gemma":[0.9996976,0.00001088075,0.0000445441,0.000005090549,0.0001551179,0.00008671071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003939419,0.0000959381,0.6651621,0.0004990366,0.0001326567,0.001147,0.003956145,0.0003576515,0.299153,0.0002038805,0.00166505,0.02723354],"study_design_scores_gemma":[0.000003230788,0.00004466546,0.9900344,0.00003671902,0.00003747915,0.0002185046,0.00327434,0.0002008506,0.002753884,0.0000185859,0.003358531,0.00001870901],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898232,0.001715018,0.0004338163,0.0001350522,0.00001486028,0.00005198193,0.006095768,0.00001886528,0.001711569],"genre_scores_gemma":[0.9874614,0.001926311,0.001263325,0.0003058241,0.00001076988,0.00002893001,0.006037157,0.00001775442,0.002948637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1765947,"threshold_uncertainty_score":0.3552693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008742778041046508,"score_gpt":0.1870522785489948,"score_spread":0.1783095005079482,"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."}}