{"id":"W7006146511","doi":"","title":"Survey of Plant-Parasitic Nematodes in Pulse Crop Fields of the Canadian Prairies","year":2018,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Nematode management and characterization studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Crop; Nematode; PEST analysis; Quarantine; Pratylenchus; Thistle; Infestation","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":[0.0004365258,0.0002885157,0.000153546,0.001530974,0.0021604,0.0004788807,0.0009251992,0.0002636701,0.001465822],"category_scores_gemma":[0.0007495214,0.0002863125,0.0001439492,0.00208367,0.0004262517,0.0002219535,0.0005389372,0.0003984673,0.0002434315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008432452,"about_ca_system_score_gemma":0.01764437,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9862293,"about_ca_topic_score_gemma":0.9972016,"domain_scores_codex":[0.9995916,0.00002035918,0.00001390729,0.00005233233,0.0002369358,0.00008480793],"domain_scores_gemma":[0.998585,0.00006633472,0.0001243949,0.00002509196,0.0009047094,0.000294471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000625399,0.00008886847,0.9166875,0.0003278932,0.00006284907,0.0005427409,0.005647111,0.0002057827,0.0118828,0.000178448,0.004858784,0.05945455],"study_design_scores_gemma":[0.000002490925,0.00002544046,0.9934684,0.00003571574,0.000006970055,0.00006710773,0.002365062,0.00009918182,0.0002551626,0.000007438402,0.003659994,0.0000070651],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840704,0.001906773,0.0004618525,0.0006848873,0.00001498475,0.0003175161,0.004482646,0.0000335537,0.008027268],"genre_scores_gemma":[0.9744048,0.005716224,0.003438556,0.0003378727,0.00001019048,0.00009833018,0.003491729,0.00001204084,0.01249008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0137707,"threshold_uncertainty_score":0.06118196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02471343915126496,"score_gpt":0.2068766406780488,"score_spread":0.1821632015267839,"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."}}