{"id":"W4303574730","doi":"10.3390/dietetics1030014","title":"Identifying Consumer Mindsets Related to Sugars Consumption in Canadian Adults","year":2022,"lang":"en","type":"article","venue":"Dietetics","topic":"Consumer Attitudes and Food Labeling","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Ryerson University","keywords":"Mindset; Respondent; Psychology; Consumption (sociology); Perception; Value (mathematics); Social psychology; Advertising; Political science; Mathematics; Sociology; Social science; Business; Computer science; Statistics","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":[0.002874999,0.0004151992,0.0003766761,0.001054399,0.002981095,0.001202281,0.0006282093,0.0005386365,0.001618584],"category_scores_gemma":[0.006664508,0.0002951321,0.0007244974,0.0009964535,0.001312214,0.0003626378,0.0008547042,0.0007030895,0.0001410726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01353004,"about_ca_system_score_gemma":0.01388173,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.959361,"about_ca_topic_score_gemma":0.976546,"domain_scores_codex":[0.9988752,0.0001261348,0.00007158257,0.0001504913,0.0005328128,0.0002437209],"domain_scores_gemma":[0.9974074,0.0005561149,0.0005621255,0.000121057,0.00102473,0.0003285916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002621636,0.000311692,0.9448579,0.0001051126,0.00005892374,0.00008350906,0.02807343,0.0001462999,0.001000848,0.0002770214,0.0006753846,0.02414777],"study_design_scores_gemma":[0.00001822113,0.0001402536,0.9865889,0.00003945111,0.0000294547,0.00004255394,0.01114733,0.0003705582,0.0002333487,0.00008680109,0.001275642,0.00002753097],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984623,0.0001037423,0.0001011123,0.00007258662,0.00000459392,0.00006603977,0.0001903821,0.000002509982,0.0009967419],"genre_scores_gemma":[0.9980285,0.0001852208,0.0006149223,0.00007639665,0.00000300733,0.00004754046,0.0003659252,0.000001663096,0.0006767887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04063904,"threshold_uncertainty_score":0.09816778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0292134492363538,"score_gpt":0.3073503341835505,"score_spread":0.2781368849471967,"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."}}