{"id":"W7132927032","doi":"","title":"Assessing the Nutritional Quality of Menu Items in Canadian Chain Restaurants in 2020","year":2022,"lang":"","type":"dissertation","venue":"TSpace","topic":"Consumer Attitudes and Food Labeling","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto","keywords":"Quality (philosophy); Labelling; Nutrition Labeling; Consumption (sociology); Standardization; Nutritional information; Nutrition information; Public health; Psychological intervention","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001792512,0.0002990841,0.000228601,0.002053632,0.002014711,0.001625184,0.0006247447,0.0002828967,0.00165913],"category_scores_gemma":[0.002975124,0.0002150736,0.0004404326,0.00403558,0.0005823974,0.0002586845,0.0006017665,0.0004309952,0.0002488716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01911183,"about_ca_system_score_gemma":0.01453832,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9833041,"about_ca_topic_score_gemma":0.9914664,"domain_scores_codex":[0.9984969,0.00007793553,0.00005648941,0.0001295,0.0009883119,0.0002508306],"domain_scores_gemma":[0.9972101,0.0001081879,0.0004226604,0.00004035298,0.001986649,0.000232058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000257475,0.00005924462,0.9584893,0.0001855776,0.00008745539,0.00009685406,0.006535811,0.0001176446,0.00190782,0.0001818341,0.002869453,0.02921149],"study_design_scores_gemma":[0.000001115672,0.00002278823,0.9953852,0.00002871858,0.00001472588,0.00001155153,0.002427682,0.00005586555,0.0001989873,0.000007096061,0.001840164,0.000006128715],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869761,0.0008996242,0.000238821,0.0003075006,0.00001728875,0.00007261032,0.003962961,0.00001325506,0.007511819],"genre_scores_gemma":[0.9879573,0.001340328,0.001420852,0.0001883393,0.000006046208,0.00003361092,0.003149353,0.000009946422,0.005894256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01911183,"threshold_uncertainty_score":0.1386666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06145379861653542,"score_gpt":0.4422406961111016,"score_spread":0.3807868974945661,"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."}}