{"id":"W6902991328","doi":"10.7939/r3-1her-4356","title":"The economic burden of excessive sugar intake and the impact of sugar taxes in Canada","year":2022,"lang":"en","type":"dissertation","venue":"University of Alberta Library","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sugar; Consumption (sociology); Subsidy; Productivity; Economic impact analysis; Free sugar; Sugar consumption; Economic cost","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005652985,0.0001576604,0.0005757377,0.00009540105,0.00007889744,0.000005216849,0.0003517772,0.00007067266,0.0006266744],"category_scores_gemma":[0.00003562767,0.0001141376,0.0001770787,0.0001206058,0.0002196482,0.0001885221,0.0001703769,0.0003022119,7.989437e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000224587,"about_ca_system_score_gemma":0.002271556,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9753126,"about_ca_topic_score_gemma":0.8857492,"domain_scores_codex":[0.9992025,0.0001170916,0.0001984618,0.000183277,0.0001630309,0.0001356194],"domain_scores_gemma":[0.9981906,0.0009991984,0.0004368119,0.000288801,0.00002382619,0.00006072594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01710359,0.00156824,0.8541331,0.002388617,0.004260744,0.0001511165,0.05966079,0.001437848,0.0003998473,0.01936306,0.0363969,0.00313613],"study_design_scores_gemma":[0.002892976,0.0003302657,0.9531177,0.0002384185,0.0002975421,0.000003304563,0.03895708,0.000612491,0.0009092112,0.001163326,0.001258232,0.0002194163],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842698,0.0002583228,1.833071e-8,0.0004085342,0.00007356824,0.0003090251,0.0001072534,0.000002539109,0.01457095],"genre_scores_gemma":[0.9923813,0.0003768928,0.000005286628,0.000007875105,0.0000266614,4.256109e-7,0.0002942693,0.00001638015,0.006890902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09898461,"threshold_uncertainty_score":0.6861646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004172320811228374,"score_gpt":0.1988548715217374,"score_spread":0.1946825507105091,"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."}}