{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00003199336,0.0004444625,0.0004785657,0.0001759549,0.00003640542,0.00004041637,0.0001527195,0.001009495,0.0001972825],"category_scores_gemma":[0.0002516967,0.0004148472,0.00002865807,0.0001846992,0.0002109662,0.00006477713,0.0001027008,0.0007833225,0.0000486469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005151495,"about_ca_system_score_gemma":0.000008124878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001468391,"about_ca_topic_score_gemma":0.00001176124,"domain_scores_codex":[0.9986548,0.00001284588,0.0002247413,0.0005464464,0.000163465,0.000397736],"domain_scores_gemma":[0.9993626,0.00003754882,0.000073547,0.0004052429,0.00001859228,0.0001023943],"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":[0.0000140796,0.00001676504,0.000007959262,0.0002269586,0.00009391401,0.0000381481,0.000023166,0.00002858675,0.02447811,0.0002293737,0.4026797,0.5721633],"study_design_scores_gemma":[0.0005853703,0.00002452067,0.000002584189,0.0002057256,0.00004150337,0.00002374605,0.00002754536,0.00001163456,0.06218953,0.00008646466,0.9362908,0.0005105992],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01594962,0.03412301,0.000008034735,0.00127665,0.002372381,0.0003740128,0.000212544,0.005996035,0.9396877],"genre_scores_gemma":[0.0153284,0.01699614,0.002372353,0.00006633896,0.01074734,0.00004477549,0.00005699548,0.001018621,0.953369],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5716527,"threshold_uncertainty_score":0.9998304,"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."}}