{"id":"W7011117349","doi":"","title":"Linking Soil Nitrogen Cycling and Plant Biotic Traits to Nitrogen Use Efficiency Parameters Among Diverse Canola (Brassica napus) Genotypes","year":2023,"lang":"en","type":"dissertation","venue":"University Library (University of Saskatchewan)","topic":"Nitrogen and Sulfur Effects on Brassica","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agriculture and Agri-Food Canada; College of Agriculture and Bioresources, University of Saskatchewan; Alberta Canola Producers Commission; Canola Council of Canada; Canada First Research Excellence Fund; Natural Sciences and Engineering Research Council of Canada; Saskatchewan Canola Development Commission; Ministry of Agriculture - Saskatchewan","keywords":"Canola; Chernozem; Rhizosphere; Crop; Sowing; Nitrogen; Rapeseed; Productivity","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":[0.0005059777,0.0005242352,0.0004194205,0.0008408312,0.0005679316,0.0006790581,0.0003711098,0.0003374773,0.0007280005],"category_scores_gemma":[0.0004378744,0.0002779875,0.0003949623,0.0009920809,0.0002950038,0.0004283583,0.0005117299,0.0006570137,0.0001854507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001094578,"about_ca_system_score_gemma":0.0005252127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01701055,"about_ca_topic_score_gemma":0.03403182,"domain_scores_codex":[0.9996474,0.00004044097,0.00003341081,0.0001519229,0.00006377456,0.00006311421],"domain_scores_gemma":[0.999418,0.0001539475,0.0001111201,0.00006076222,0.0001516474,0.0001044564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008689684,0.0003997576,0.05545164,0.0001542042,0.0002088272,0.0001280227,0.0006989552,0.0002840021,0.9346935,0.000115918,0.00008311147,0.006913075],"study_design_scores_gemma":[0.00002590661,0.001118891,0.928598,0.00002159665,0.0002065614,0.0001568331,0.001083335,0.0008608207,0.06530455,0.0001257407,0.00244706,0.00005071079],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988678,0.000144864,0.0001855968,0.00001172263,0.000003055605,0.00001758106,0.0004702719,0.000009624589,0.0002894849],"genre_scores_gemma":[0.9944915,0.0002661376,0.001592303,0.00005894785,0.000002407292,0.00009742577,0.001965957,0.00002318697,0.001502333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01701055,"threshold_uncertainty_score":0.03382307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007304364958716389,"score_gpt":0.1782292835135014,"score_spread":0.170924918554785,"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."}}