{"id":"W1532823949","doi":"10.1002/047167849x.bio032","title":"Flavor and Sensory Aspects","year":2005,"lang":"en","type":"other","venue":"Bailey's Industrial Oil and Fat Products","topic":"Advanced Chemical Sensor Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian International Grains Institute","funders":"","keywords":"Sensory system; Replicate; Quality (philosophy); Odor; Computer science; Product (mathematics); Flavor; Taste; Sensory analysis; Measure (data warehouse); Food science; Mathematics; Psychology; Data mining; Cognitive psychology; Chemistry; Statistics; Neuroscience","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":[0.0003779147,0.0006672477,0.0002772509,0.0008285539,0.0005682879,0.00142036,0.0004529454,0.0005455743,0.05154494],"category_scores_gemma":[0.000610535,0.000084291,0.0003886568,0.0006336808,0.0003626611,0.0008460625,0.0006713911,0.000729178,0.00755041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004443575,"about_ca_system_score_gemma":0.0003545763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001820078,"about_ca_topic_score_gemma":0.001960992,"domain_scores_codex":[0.9996873,0.00002253533,0.00001331786,0.00002905075,0.0002013836,0.00004634563],"domain_scores_gemma":[0.9996653,0.00002101574,0.00001937884,0.00002237799,0.0002253545,0.00004652289],"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":[0.001397677,0.0006593816,0.005938349,0.001724868,0.00004023105,0.002253963,0.0004921454,0.0004009823,0.306374,0.01686059,0.02676672,0.637091],"study_design_scores_gemma":[0.00007445487,0.001942323,0.05884066,0.0006461719,0.000116267,0.008191677,0.001532492,0.001337238,0.1714521,0.01175833,0.7439768,0.0001315323],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1767531,0.01185036,0.009968795,0.002190733,0.001423271,0.0004060193,0.003422159,0.0006420003,0.7933437],"genre_scores_gemma":[0.5229971,0.007997547,0.008908385,0.002335014,0.0003200608,0.0001746597,0.001813242,0.0002614491,0.4551926],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05154494,"threshold_uncertainty_score":0.172435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02229238605946593,"score_gpt":0.2108808969210647,"score_spread":0.1885885108615987,"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."}}