{"id":"W7055346175","doi":"","title":"Characterization of soil microbiome associated with soybean and soybean cyst nematode «Heterodera glycines» in Eastern Canada","year":2019,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Field Crop Research Alliance; Government of Canada; Syngenta Canada","keywords":"Soybean cyst nematode; Microbiome; Nematode; Cyst; Soil water; Soil bacteria","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0001635734,0.0002490715,0.0002405541,0.0007370277,0.00173399,0.0007958543,0.0002923958,0.0002375739,0.0007550286],"category_scores_gemma":[0.0002062368,0.0001292895,0.0001503566,0.001105391,0.0003137023,0.0001531749,0.0004658587,0.0002361747,0.0002049344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004449241,"about_ca_system_score_gemma":0.00721888,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9202136,"about_ca_topic_score_gemma":0.9700262,"domain_scores_codex":[0.9997701,0.000005973273,0.000006416691,0.0000527365,0.00006784843,0.00009698182],"domain_scores_gemma":[0.9996905,0.00001138348,0.00003115297,0.000004424617,0.0001814421,0.00008103896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000349964,0.0000792225,0.772714,0.0001468473,0.00007626677,0.0003874899,0.00421978,0.0002698294,0.1952947,0.0001777195,0.001204971,0.02507928],"study_design_scores_gemma":[0.00000122623,0.00002626563,0.9941801,0.000009695049,0.00001128807,0.00004537969,0.002551028,0.00007730639,0.001494542,0.000008951348,0.001590164,0.000004123131],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954774,0.0004885737,0.0001597703,0.00006474691,0.000006745181,0.00002794379,0.002101766,0.000006470967,0.001666632],"genre_scores_gemma":[0.9901753,0.0008651353,0.000615764,0.0001633466,0.000005025556,0.00001966056,0.002923971,0.000008040595,0.005223652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07978642,"threshold_uncertainty_score":0.1605126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007362856381128606,"score_gpt":0.1844756542971229,"score_spread":0.1771127979159943,"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."}}