{"id":"W4303614963","doi":"10.1016/b978-0-323-85263-0.00005-3","title":"Introduction","year":2022,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Sensory Analysis and Statistical Methods","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brock University","funders":"","keywords":"Wine tasting; Wine; Sensory system; Quality (philosophy); Psychology; Sensory analysis; Cognitive psychology; Food science; Chemistry; Epistemology; Philosophy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006655529,0.001140402,0.0006706122,0.001808289,0.001191841,0.003849316,0.001594496,0.001709578,0.608503],"category_scores_gemma":[0.001771282,0.0003723414,0.0005804907,0.001570819,0.0004487513,0.002659368,0.002113611,0.001545524,0.5362022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001083175,"about_ca_system_score_gemma":0.001773354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003310267,"about_ca_topic_score_gemma":0.005419665,"domain_scores_codex":[0.9994118,0.00005064907,0.00002246579,0.000120972,0.0003368546,0.00005729305],"domain_scores_gemma":[0.999415,0.00008851285,0.00001946644,0.00008556604,0.0002866529,0.0001048379],"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":[0.00002344683,0.00004030901,0.00009095616,0.0001964494,0.000002418559,0.00006093639,0.0001017746,0.0001304871,0.0005480814,0.01899741,0.715158,0.2646497],"study_design_scores_gemma":[0.00000161677,0.000005111529,0.00007284663,0.0000627107,9.532092e-7,0.00004186263,0.00002655014,0.00002384931,0.00008720371,0.002580563,0.9970943,0.000002511911],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003765548,0.002964651,0.005911431,0.001885696,0.003551486,0.000146058,0.003122984,0.001547139,0.980494],"genre_scores_gemma":[0.0007761492,0.001474467,0.002061222,0.0006706868,0.0003742577,0.00006505249,0.001838255,0.0003327257,0.9924071],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.608503,"threshold_uncertainty_score":0.5584229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03060121788802218,"score_gpt":0.2527239794137385,"score_spread":0.2221227615257163,"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."}}