{"id":"W4230646198","doi":"10.1002/047167849x.bio032.pub2","title":"Flavor and Sensory Aspects","year":2020,"lang":"en","type":"other","venue":"Bailey's Industrial Oil and Fat Products","topic":"Advanced Chemical Sensor Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian International Grains Institute","funders":"","keywords":"Sensory system; Mouthfeel; Flavor; Quality (philosophy); Replicate; Product (mathematics); Computer science; Measure (data warehouse); Odor; Sensory analysis; Food science; Biochemical engineering; Mathematics; Psychology; Cognitive psychology; Engineering; Data mining; Chemistry; Raw material","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004917933,0.0006806601,0.0002597965,0.0009636667,0.0006553943,0.001557817,0.0004915417,0.0006179149,0.04591831],"category_scores_gemma":[0.0008018899,0.00009671321,0.0004309334,0.0007502025,0.0004511035,0.0009965911,0.0007340403,0.0007681224,0.006690952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005335685,"about_ca_system_score_gemma":0.0003884692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002342789,"about_ca_topic_score_gemma":0.002398836,"domain_scores_codex":[0.9995884,0.00003075009,0.00001578579,0.00003717087,0.0002619017,0.00006596386],"domain_scores_gemma":[0.9995363,0.00003050163,0.00002809693,0.00002492604,0.0003245292,0.00005556623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001636855,0.0005798166,0.009166327,0.001921472,0.00004683845,0.002571536,0.000609758,0.0004237872,0.296509,0.02058777,0.02579589,0.6401509],"study_design_scores_gemma":[0.00008071204,0.001990571,0.06292333,0.0007603985,0.0001427504,0.008229951,0.002062381,0.001656631,0.1696897,0.01465502,0.7376343,0.0001743187],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1906044,0.01325387,0.01065053,0.002740767,0.001849984,0.0004086512,0.003522148,0.00065828,0.7763115],"genre_scores_gemma":[0.6324769,0.008421596,0.01009299,0.003187026,0.0004339655,0.000194389,0.001930915,0.0002877596,0.3429744],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04591831,"threshold_uncertainty_score":0.1536121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02793849387057072,"score_gpt":0.2071047076343086,"score_spread":0.1791662137637379,"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."}}