{"id":"W4397029787","doi":"10.2139/ssrn.4833002","title":"Consumer Evaluation of Health and Environmental Label Concepts on Sensory Acceptance and Wellness Perception of Fortified Oat Beverage","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Nutrition, Health and Food Behavior","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Perception; Sensory system; Marketing; Psychology; Food science; Business; Advertising; Chemistry; Cognitive psychology","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":[0.003024339,0.0002579226,0.0004995567,0.0002082094,0.000182813,0.00003109107,0.00008415694,0.0002462968,0.00003851904],"category_scores_gemma":[0.00003110634,0.0002565339,0.00008846189,0.00005960129,0.0001851108,0.00007690459,0.00007524381,0.002263683,0.000002824579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001558007,"about_ca_system_score_gemma":0.001232889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008082697,"about_ca_topic_score_gemma":0.0001054006,"domain_scores_codex":[0.9967135,0.0005671622,0.0007682781,0.0004051207,0.0006367493,0.0009091968],"domain_scores_gemma":[0.9988495,0.00006048188,0.0006876591,0.0002001333,0.00006587606,0.0001363986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001763192,0.000769427,0.01287283,0.002247372,0.0002561701,0.000001930055,0.005289838,0.00007769415,0.0124613,0.001217792,0.0002645795,0.9627779],"study_design_scores_gemma":[0.03323095,0.01900204,0.1614472,0.01116312,0.004443766,0.002861938,0.09760644,0.01007871,0.01279491,0.6428569,0.0009832215,0.003530828],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9596623,0.03744854,0.00006257946,0.001006574,0.0008559557,0.0008038227,0.0001227372,0.00001471939,0.00002283769],"genre_scores_gemma":[0.9852941,0.01415069,0.00004971496,0.0001278241,0.0001724831,0.0000216911,0.00009488762,0.00003783294,0.00005076026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9592471,"threshold_uncertainty_score":0.9999887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04160749236401406,"score_gpt":0.3572592253929426,"score_spread":0.3156517330289285,"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."}}