{"id":"W2769968113","doi":"10.1017/s1368980017002890","title":"Exposure and perceptions of marketing for caffeinated energy drinks among young Canadians","year":2017,"lang":"en","type":"article","venue":"Public Health Nutrition","topic":"Coffee research and impacts","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Canadian Cancer Society Research Institute; University of Waterloo; Public Health Agency; Public Health Agency of Canada","keywords":"Advertising; Perception; Energy (signal processing); Psychology; Control (management); Medicine; Social psychology; Business; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001280703,0.00007326793,0.000206506,0.0002028662,0.0005282651,0.0000743951,0.00006568408,0.00007871772,0.00004316424],"category_scores_gemma":[0.002478702,0.00007175426,0.00004284351,0.0000704273,0.0001095728,0.0002237327,0.00002142686,0.0001079301,3.344588e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002190929,"about_ca_system_score_gemma":0.0006745433,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03065706,"about_ca_topic_score_gemma":0.02155373,"domain_scores_codex":[0.9988902,0.0001229045,0.0002069068,0.0001566537,0.0001672119,0.0004561135],"domain_scores_gemma":[0.9983461,0.0001250915,0.0001279781,0.0002491895,0.0002437423,0.0009078265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006000241,0.000764692,0.5603303,0.006357358,0.0001036135,0.00001842067,0.001756652,1.316251e-7,0.003263565,0.001303061,0.06570333,0.3597989],"study_design_scores_gemma":[0.002062401,0.0004826599,0.9812556,0.0003111864,0.00000743288,0.00003266049,0.0007599224,0.0004234899,0.00003426324,0.00007033331,0.01449641,0.00006366763],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9443389,0.0006261569,0.0007084888,0.05226112,0.00006669945,0.0006857278,0.000103512,0.00002795991,0.001181408],"genre_scores_gemma":[0.9974033,0.001158144,0.0003192398,0.000313489,0.0001645428,0.00011366,0.0001515769,0.00001309375,0.0003629181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4209253,"threshold_uncertainty_score":0.9963003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03556435217061387,"score_gpt":0.337288715906634,"score_spread":0.3017243637360201,"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."}}