{"id":"W4416910353","doi":"10.1093/heapro/daaf202","title":"‘Everyone’s a bit buzzed, why not share that’: exploring alcohol-related user-generated content among young people in Victoria, Australia","year":2025,"lang":"en","type":"article","venue":"Health Promotion International","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"SafeFood; Cancer Council Victoria; Australian Research Council; Northern Territory Government; Medical Research Future Fund; Foundation for Alcohol Research and Education; World Anti-Doping Agency; VicHealth; Australian Sports Commission; UNICEF; Cancer Institute NSW; National Institute for Health and Care Research; Ian Potter Foundation; Department of Health, State Government of Victoria; Queensland Government; Department of Health and Ageing, Australian Government; New South Wales Government; Victorian Responsible Gambling Foundation; National Health and Medical Research Council; Elsevier Foundation; National Heart Foundation of Australia; National Drug Law Enforcement Research Fund; World Health Organization","keywords":"Thematic analysis; Social media; Permissive; Reflexivity; Shame; Qualitative research; Content analysis; Binge drinking; Action (physics); Human sexuality","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0003726012,0.0002327173,0.0004060016,0.0005539034,0.0001197662,0.00004653581,0.000139147,0.0001282083,0.001171071],"category_scores_gemma":[0.0001449858,0.0002164224,0.0001182555,0.0005293015,0.00003100267,0.0004127865,0.00004305784,0.0003078939,0.00007969013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001205668,"about_ca_system_score_gemma":0.0002168493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001711929,"about_ca_topic_score_gemma":0.008237406,"domain_scores_codex":[0.9978735,0.00009962634,0.0007310547,0.0004283707,0.0004811775,0.0003862332],"domain_scores_gemma":[0.9990841,0.00005948678,0.0002320155,0.0002128685,0.0002420264,0.0001694784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002023484,0.0004065802,0.9909933,0.00007682981,0.0001907736,0.00003339164,0.002196926,0.00003200848,0.0002976545,0.001073562,0.004339087,0.0001575859],"study_design_scores_gemma":[0.00637434,0.0001140914,0.9882534,0.0009393714,0.00003445035,0.00001704112,0.0006513456,0.0005246546,0.001597007,0.00004905762,0.001288344,0.0001569432],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861198,0.0001133424,0.0002526369,0.008364255,0.003534673,0.001003797,0.000023195,0.0001642911,0.0004240135],"genre_scores_gemma":[0.9825627,0.0001736672,0.0001843245,0.0007309925,0.0001463514,0.0004476992,0.0006826984,0.00002305324,0.01504852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01462451,"threshold_uncertainty_score":0.999742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2059245506845324,"score_gpt":0.370177044974853,"score_spread":0.1642524942903207,"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."}}