{"id":"W4413304110","doi":"10.1111/dar.70022","title":"Co‐Designing <scp>AI</scp> ‐Generated Vaping Awareness Materials With Adolescents and Young Adults: A Qualitative Study","year":2025,"lang":"en","type":"article","venue":"Drug and Alcohol Review","topic":"Doping in Sports","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"National Health and Medical Research Council; University of Queensland; University of Sydney; Medical Research Council; Australian Government","keywords":"Qualitative research; Psychology; Developmental psychology; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002739811,0.0002054892,0.0005561074,0.00007126547,0.0005747695,0.0002252497,0.0001951358,0.00005017015,0.00001110142],"category_scores_gemma":[0.0004384764,0.0001653307,0.00002750269,0.0004728888,0.0001888928,0.0002193372,0.00006144842,0.0001191987,0.000005148831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004082833,"about_ca_system_score_gemma":0.0001697163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00148183,"about_ca_topic_score_gemma":0.0004006071,"domain_scores_codex":[0.9974323,0.001100555,0.0003968562,0.0004431612,0.0003137448,0.0003134056],"domain_scores_gemma":[0.9991485,0.0001529682,0.0001992092,0.0002213432,0.0001745891,0.0001033918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005578778,0.0005649552,0.3000879,0.01508886,0.0004174767,0.0001206231,0.6501977,0.000002557209,0.0005617837,0.002614115,0.01471182,0.01557633],"study_design_scores_gemma":[0.005366352,0.0002840133,0.04526005,0.2003798,0.001191938,0.00001547392,0.7014921,0.0000165473,0.002188063,0.0007600948,0.04203532,0.001010225],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.960176,0.03607378,0.00006671447,0.0003226931,0.0002589391,0.001617401,0.00001396406,0.00008836957,0.001382123],"genre_scores_gemma":[0.9767287,0.02117029,0.000120745,0.0008449479,0.00006118041,0.0001192308,0.00001403598,0.00001533818,0.0009254786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2548279,"threshold_uncertainty_score":0.6741988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03808138009486692,"score_gpt":0.3953932896887312,"score_spread":0.3573119095938643,"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."}}