{"id":"W6990777012","doi":"","title":"Effect of genotype, growing environment, and fertilization treatment on free asparagine concentration in western Canadian wheat","year":2022,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Potato Plant Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Asparagine; Acrylamide; Human fertilization; Wheat flour; Nitrogen fertilizer; Maillard reaction; Whole wheat; Fertilizer","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001069584,0.0001157782,0.0002018414,0.00005589551,0.0001217923,0.000008617764,0.0001579329,0.00009533358,0.0000741976],"category_scores_gemma":[0.000009854936,0.00007225008,0.00003787467,0.0001141364,0.00002585793,0.00008908231,0.00002609892,0.00009594479,0.00000415743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000305126,"about_ca_system_score_gemma":0.0000233312,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.326054,"about_ca_topic_score_gemma":0.9826424,"domain_scores_codex":[0.9992104,0.0001480886,0.00006489718,0.0002121752,0.0002061648,0.0001582793],"domain_scores_gemma":[0.9996691,0.0001100005,0.00008072374,0.00005724817,0.00001119665,0.00007170394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001347491,0.000135415,0.8661648,0.0001814696,0.00007982615,0.0001174778,0.0007185089,0.00025491,0.09078279,0.00007057408,0.0002543474,0.03989236],"study_design_scores_gemma":[0.0005122643,0.001394812,0.9875883,0.00006014345,0.00003855605,0.000001107206,0.002634804,0.0001548918,0.005114364,0.000006294389,0.002370284,0.000124128],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984787,0.0001464344,1.914294e-7,0.0002645958,0.00003578256,0.0003446252,0.0001236263,0.000005903696,0.0006001766],"genre_scores_gemma":[0.9977692,0.0003651867,0.000003649818,0.000005587679,0.00001025184,0.000001199787,0.001416463,0.000001169395,0.0004272543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6565884,"threshold_uncertainty_score":0.6784339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01290742218410058,"score_gpt":0.2029541059302875,"score_spread":0.1900466837461869,"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."}}