{"id":"W2970192242","doi":"10.1002/cche.10209","title":"Effect of pH and defatting on the functional attributes of safflower, sunflower, canola, and hemp protein concentrates","year":2019,"lang":"en","type":"article","venue":"Cereal Chemistry","topic":"Proteins in Food Systems","field":"Agricultural and Biological Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Ministry of Agriculture - Saskatchewan","keywords":"Defatting; Canola; Sunflower; Endosperm; Chemistry; Food science; Soy protein; Agronomy; Biology; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003183765,0.0001124836,0.0001916248,0.000002023742,0.00005848292,0.0000156831,0.0001075168,0.00008611966,0.0001850632],"category_scores_gemma":[0.0001094032,0.00003826683,0.00003952445,0.00006590752,0.0001128908,0.00002845783,0.00005904301,0.0001010369,0.000002468332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001320866,"about_ca_system_score_gemma":0.000007923406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001372153,"about_ca_topic_score_gemma":0.000009539261,"domain_scores_codex":[0.9992926,0.00005170408,0.000165486,0.0001909831,0.0001586886,0.0001406062],"domain_scores_gemma":[0.9992737,0.0004541757,0.0001233266,0.00006424556,0.00004260616,0.00004199796],"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":[0.0000746861,0.00001370489,0.03847689,0.0001694001,0.0000144484,3.445808e-7,0.00001139528,8.265886e-7,0.9590864,0.00003070842,0.0000584843,0.002062686],"study_design_scores_gemma":[0.0001992678,0.0002932295,0.01391264,0.0001418966,0.000006198817,0.000005862126,0.00007334873,0.00002084982,0.9850176,0.00002852461,0.0002254804,0.00007507634],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972566,0.0004603235,1.017339e-7,0.0001461041,0.00002888212,0.0003358565,0.00004029609,0.00001290246,0.001718969],"genre_scores_gemma":[0.9996729,0.000007210851,0.000002120143,0.00001026895,0.00006360793,0.00001964492,0.00001635009,9.329569e-7,0.0002069045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0259312,"threshold_uncertainty_score":0.2026312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01148982456962299,"score_gpt":0.1973240743120972,"score_spread":0.1858342497424742,"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."}}