{"id":"W2798196200","doi":"10.7939/r34k9c","title":"Extraction of Carbohydrates and Phenolics from Barley Hull using Pressurized/Subcritical Fluids","year":2013,"lang":"en","type":"article","venue":"University of Alberta Library","topic":"Microbial Metabolic Engineering and Bioproduction","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hull; Extraction (chemistry); Chemistry; Pulp and paper industry; Chromatography; Food science; Environmental science; Agronomy; Biology; Materials science; Engineering; Composite material","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":[0.00001283077,0.00006171702,0.0000965837,0.00002932651,0.00002450016,0.000006565374,0.0000659905,0.00008709785,0.0001008847],"category_scores_gemma":[0.0000170263,0.00006864003,0.00003113513,0.00004054878,0.00007379513,0.00003136077,0.00006622331,0.0000364157,0.000001287477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001536604,"about_ca_system_score_gemma":0.00001904023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00257637,"about_ca_topic_score_gemma":0.00001044274,"domain_scores_codex":[0.9996691,0.00001975471,0.00006913416,0.0001391595,0.00003296922,0.00006989897],"domain_scores_gemma":[0.9997745,0.000008748317,0.00003082845,0.0001208885,0.00002599677,0.00003899654],"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":[0.00002605194,0.00002479368,0.0009912495,0.00002034358,0.00003325511,3.657117e-7,0.0001458813,0.00003527489,0.9979234,0.0000664375,0.0005167004,0.0002162199],"study_design_scores_gemma":[0.0003175765,0.0000598912,0.005052291,0.00002526706,0.00005495811,0.000006473616,0.0002016644,0.0009025526,0.9823778,0.00007792441,0.01079815,0.0001254001],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984196,0.000432646,0.0003621661,0.00009947355,0.00006382057,0.0000585904,0.000007901031,0.000005438894,0.0005503453],"genre_scores_gemma":[0.9943319,0.0002044123,0.004618628,0.00001175767,0.00008708439,5.520797e-8,0.00005388273,0.000007012366,0.0006852797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01554558,"threshold_uncertainty_score":0.3894719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004540483746991092,"score_gpt":0.171734245395351,"score_spread":0.1671937616483599,"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."}}