{"id":"W4211117473","doi":"10.1002/047167849x.bio063.pub2","title":"Dietary Fat Substitutes","year":2020,"lang":"en","type":"other","venue":"Bailey's Industrial Oil and Fat Products","topic":"Biochemical Analysis and Sensing Techniques","field":"Nursing","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Food science; Fat substitute; Low calorie; Mouthfeel; Organoleptic; Calorie; Dietary fat; Food products; Chemistry; Biology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001147411,0.0005097282,0.0008112922,0.0001801803,0.0001045076,0.0001212917,0.0002665349,0.001025302,0.0002759858],"category_scores_gemma":[0.0003991528,0.0004211512,0.0001446189,0.0004256419,0.0002658312,0.00005918883,0.0001549943,0.0008385289,0.00006431059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003360487,"about_ca_system_score_gemma":0.00002624654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005977888,"about_ca_topic_score_gemma":0.00003916715,"domain_scores_codex":[0.9978132,0.00009983189,0.0003871397,0.0009815946,0.000332765,0.0003854223],"domain_scores_gemma":[0.9989462,0.00004001097,0.0002610529,0.0005090483,0.00005018303,0.0001934321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001118014,0.00004681488,0.0000284768,0.0001088549,0.0001003955,0.0000202865,0.00004015005,4.737909e-8,0.008984805,0.00005057628,0.8052015,0.1853062],"study_design_scores_gemma":[0.0004390622,0.0001233262,0.000004337927,0.0004798752,0.0003046343,0.00000650739,0.00001474951,0.00000588772,0.04247552,0.0001746108,0.9554203,0.0005511519],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003089848,0.02738665,0.00001016379,0.06961541,0.01135227,0.0008327236,0.0005299709,0.004270367,0.8829126],"genre_scores_gemma":[0.02936628,0.004029413,0.007743096,0.003549824,0.05946082,0.00004805843,0.001643347,0.001504582,0.8926546],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1847551,"threshold_uncertainty_score":0.999824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05417859850033342,"score_gpt":0.2517025293132519,"score_spread":0.1975239308129185,"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."}}