{"id":"W7009082430","doi":"","title":"Determining the lmpact of Genotype × Environment on oat protein isolate structure, function, and composition","year":2023,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Proteins in Food Systems","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Genotype; Composition (language); Plant protein; Protein isolate; Protein quality; Avena","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":[0.000498586,0.0004392752,0.0004598539,0.000395454,0.0004058754,0.001113495,0.0004340037,0.0004417569,0.001286752],"category_scores_gemma":[0.0009738127,0.0003090948,0.0003586053,0.0006054328,0.0005456221,0.0003177468,0.0004408565,0.0007259561,0.0004637329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00116414,"about_ca_system_score_gemma":0.0009573291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0320274,"about_ca_topic_score_gemma":0.07806151,"domain_scores_codex":[0.9991655,0.0001358213,0.00005727151,0.0002770945,0.0002674928,0.0000968017],"domain_scores_gemma":[0.9986507,0.000493993,0.0002816687,0.000109705,0.0002961063,0.0001678228],"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":[0.0003284191,0.0001223056,0.01343682,0.00005554045,0.00004738008,0.00007834849,0.0001757391,0.00008956482,0.9829646,0.0000368989,0.00005522055,0.002609114],"study_design_scores_gemma":[0.00001083758,0.001191651,0.7560921,0.0000214179,0.0001252612,0.0001742291,0.0007086361,0.0006006952,0.2378217,0.00004780095,0.00316184,0.00004385692],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969954,0.0003019829,0.0009047345,0.00004649339,0.00001038752,0.00003596419,0.0006950581,0.00002585495,0.0009842605],"genre_scores_gemma":[0.9894605,0.0004681381,0.003575165,0.0001841391,0.000005999317,0.0000707609,0.00170344,0.00008420376,0.004447581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0320274,"threshold_uncertainty_score":0.06368196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01815219508901174,"score_gpt":0.1825740348174363,"score_spread":0.1644218397284246,"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."}}