{"id":"W4401734348","doi":"10.1111/ijfs.17483","title":"An analysis of consumer perception, emotional responses, and beliefs about mead","year":2024,"lang":"en","type":"article","venue":"International Journal of Food Science & Technology","topic":"Sensory Analysis and Statistical Methods","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acadia University","funders":"Acadia University","keywords":"Psychology; Perception; Wine; Social psychology; Content analysis; Food science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0006827234,0.0001599139,0.0001204042,0.0003066963,0.0003120078,0.0005121087,0.0000955657,0.000260417,0.002267051],"category_scores_gemma":[0.002888927,0.00009320546,0.0002547799,0.0001733778,0.0002539929,0.0002476453,0.0003878503,0.0002938524,0.0001218816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002154918,"about_ca_system_score_gemma":0.0001099788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001371995,"about_ca_topic_score_gemma":0.002562322,"domain_scores_codex":[0.9997134,0.0001105959,0.00002242068,0.00002870004,0.00009226703,0.00003264287],"domain_scores_gemma":[0.9982987,0.0007383627,0.0004723435,0.00006848405,0.0002920628,0.0001301342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001960471,0.001238777,0.8924192,0.0002759897,0.0001811517,0.0005247124,0.02748769,0.0002765575,0.04098681,0.0002003803,0.0005098906,0.0339384],"study_design_scores_gemma":[0.00002073907,0.0009626635,0.9729236,0.00002689041,0.00004851105,0.0002062175,0.02211059,0.000737502,0.002047498,0.0001081945,0.0007854229,0.00002202962],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995328,0.000009716333,0.00006970035,0.00001103357,8.300344e-7,0.000009285848,0.00001880249,0.000001272336,0.000346452],"genre_scores_gemma":[0.9993198,0.00002367714,0.0002778207,0.00002044594,0.000001662794,0.00001956863,0.00004397025,7.480012e-7,0.0002923376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002267051,"threshold_uncertainty_score":0.007584095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03038629314762017,"score_gpt":0.3476068098789052,"score_spread":0.317220516731285,"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."}}