{"id":"W4200226337","doi":"","title":"Impact of front-of-pack labels on the perceived healthfulness of a sweetened fruit drink: A randomised experiment in five countries","year":2022,"lang":"en","type":"article","venue":"Own your potential (DEAKIN)","topic":"Consumer Attitudes and Food Labeling","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; University of Waterloo","funders":"","keywords":"Perception; Medicine; Environmental health; Nutrition facts label; Sample (material); Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000627757,0.0002287337,0.0008416623,0.0001963355,0.0001301543,0.00001045011,0.0002384049,0.00006828765,0.002193177],"category_scores_gemma":[0.0001162571,0.0001582281,0.0003945287,0.0002248419,0.0001390042,0.00004390697,0.0001514383,0.0003124982,0.000004454335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001988555,"about_ca_system_score_gemma":0.0004040643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005529522,"about_ca_topic_score_gemma":0.00009430724,"domain_scores_codex":[0.9977314,0.0002495055,0.0007423215,0.0002876464,0.0006406927,0.0003483641],"domain_scores_gemma":[0.9986577,0.0001916302,0.0004153754,0.0004628742,0.0001742867,0.00009810098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.1631717,0.00774223,0.0528979,0.00165402,0.007487247,0.0003860571,0.05166714,0.01146241,0.6885977,0.003268177,0.001487036,0.01017842],"study_design_scores_gemma":[0.2084967,0.0174793,0.665044,0.002674012,0.003073192,0.0001831384,0.0130492,0.01089814,0.07504238,0.0004145314,0.00199783,0.001647633],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965046,0.0009694292,0.00004641806,0.0007305143,0.0001939785,0.001197769,0.0001191497,0.00001527031,0.0002228421],"genre_scores_gemma":[0.999375,0.00003820609,0.00009574356,0.0001306097,0.00004624036,0.0001271678,0.00002427345,0.00002894396,0.0001338216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6135553,"threshold_uncertainty_score":0.998719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02508437462288881,"score_gpt":0.3133093579476379,"score_spread":0.2882249833247491,"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."}}