{"id":"W4391300655","doi":"10.26635/6965.6317","title":"Exposure to digital vape marketing among young people in Aotearoa New Zealand","year":2024,"lang":"en","type":"article","venue":"New Zealand Medical Journal","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Marsden Fund; Royal Society Te Apārangi","keywords":"Aotearoa; Ethnic group; Social media; Demography; Quarter (Canadian coin); Social marketing; Psychology; Geography; Sociology; Political science; Gender studies; Marketing; Business","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001068045,0.0001818459,0.0003183079,0.0003001506,0.00005911109,0.0003020755,0.0001442348,0.0002479817,0.00165982],"category_scores_gemma":[0.0008191378,0.0001366948,0.0001246339,0.0004464127,0.00002609991,0.000238489,0.00004810195,0.00117002,0.00003026328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001743605,"about_ca_system_score_gemma":0.001063897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006324599,"about_ca_topic_score_gemma":0.0003301214,"domain_scores_codex":[0.9975002,0.00006285773,0.0004857314,0.0002799158,0.00122036,0.0004509252],"domain_scores_gemma":[0.9977787,0.0001757179,0.00005551098,0.0001438513,0.00004115539,0.001805023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001538649,0.000043782,0.7083527,0.00002073461,0.00002831886,0.0007999582,0.002131902,0.000003355713,0.00006121632,0.000001546568,0.1683801,0.1200225],"study_design_scores_gemma":[0.002127101,0.0002704354,0.9491268,0.00138647,0.00009789301,0.003438304,0.0002338076,0.00006436968,0.00001967316,0.0001944139,0.04288366,0.0001570361],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813263,0.0001709721,0.0002075789,0.0152163,0.001289226,0.0001652175,0.000002894855,0.00008367561,0.001537876],"genre_scores_gemma":[0.937173,0.000148093,0.00007751619,0.000352075,0.002793203,0.000003449529,0.00002548649,0.00003560515,0.05939159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2407741,"threshold_uncertainty_score":0.9992528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01144826844674769,"score_gpt":0.2779600307743079,"score_spread":0.2665117623275602,"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."}}