{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00002191391,0.0004247861,0.000500608,0.0001190833,0.00003239596,0.00004082569,0.0001553775,0.0008536713,0.000102229],"category_scores_gemma":[0.0003708073,0.0003984954,0.00002857048,0.0002197743,0.0001906218,0.00005086767,0.0001281905,0.0008302173,0.00004419672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003440796,"about_ca_system_score_gemma":0.000008414829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001345805,"about_ca_topic_score_gemma":0.000004873039,"domain_scores_codex":[0.9987104,0.00001379134,0.0002092978,0.000571044,0.0001582335,0.0003372389],"domain_scores_gemma":[0.9994267,0.00003728866,0.00006923809,0.0003280452,0.00001370677,0.0001249941],"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":[0.00002181893,0.00001254633,0.00001025542,0.0004540913,0.0001290462,0.00009168806,0.00004004837,0.00001389747,0.0538221,0.0003030063,0.6780511,0.2670505],"study_design_scores_gemma":[0.0005528277,0.00003538337,0.000001748269,0.0001899577,0.00004569885,0.00001635179,0.00003768788,0.00001480276,0.08051895,0.0001705017,0.9179226,0.0004935368],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01087257,0.03146392,0.00001688961,0.00348606,0.003530842,0.0005499013,0.000381058,0.009473618,0.9402251],"genre_scores_gemma":[0.04759649,0.03134323,0.005329568,0.00028646,0.02030502,0.0001077098,0.0001832291,0.002720091,0.8921282],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2665569,"threshold_uncertainty_score":0.9998467,"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."}}