{"id":"W2884898832","doi":"10.1016/j.lwt.2018.07.020","title":"Applications and effects of monoglycerides on frozen dessert stability","year":2018,"lang":"en","type":"article","venue":"LWT","topic":"Muscle metabolism and nutrition","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Centre","funders":"","keywords":"Degree of unsaturation; Monoglyceride; Chemistry; Food science; Chromatography; Organic chemistry; Fatty acid","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00002743721,0.00004388901,0.00005887451,0.00001090988,0.00002966749,0.000003603137,0.00004249312,0.00004318158,0.000006635251],"category_scores_gemma":[0.00002312199,0.00003968597,0.00001721978,0.00002841849,0.00007256642,0.000001165148,0.0000227963,0.00001604816,0.000003168702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000136107,"about_ca_system_score_gemma":0.000002376967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001052987,"about_ca_topic_score_gemma":0.0000079416,"domain_scores_codex":[0.9997,0.00001899419,0.0000609063,0.0001303762,0.00003268751,0.00005701024],"domain_scores_gemma":[0.999723,0.00001138614,0.00002317951,0.0001808589,0.00003552666,0.00002602849],"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":[0.00005733392,0.00005597577,0.001899987,0.00005601125,0.000006853733,5.721274e-8,0.00001971029,4.493181e-8,0.9858708,0.0003098781,0.0002624952,0.01146082],"study_design_scores_gemma":[0.0002436885,0.0001746825,0.0215948,0.000006601842,0.000006985229,3.894988e-7,0.000006655212,0.000003725876,0.9541297,0.000551875,0.02323928,0.00004161467],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962548,0.0005163504,0.002319979,0.00002987804,0.00003787106,0.0001627316,0.000008086538,0.000004565377,0.0006657091],"genre_scores_gemma":[0.9988768,0.0001188599,0.0006718762,0.00008604854,0.0001636261,0.00003753645,0.00001874773,0.000004451234,0.00002211497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03174113,"threshold_uncertainty_score":0.1618347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005857955551408831,"score_gpt":0.2358718821733175,"score_spread":0.2300139266219087,"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."}}