{"id":"W4417271237","doi":"10.3390/soc15120348","title":"Critical Interventions, Real Conversations: Discursive Design for Culturally Tailored Smoking Cessation","year":2025,"lang":"en","type":"article","venue":"Societies","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure; Université du Québec à Montréal","funders":"Ohio State University","keywords":"Problematization; Psychological intervention; Intervention (counseling); Conversation; Discursive psychology; Context (archaeology); Smoking cessation; Public health; Discourse analysis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06532733,0.002074556,0.0008563065,0.00295797,0.005569944,0.009382896,0.004999228,0.00255676,0.009908654],"category_scores_gemma":[0.09396579,0.001455186,0.001673768,0.001120727,0.0139247,0.008159524,0.01137965,0.00386311,0.001835115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004914925,"about_ca_system_score_gemma":0.005571021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008951677,"about_ca_topic_score_gemma":0.001619115,"domain_scores_codex":[0.9193829,0.07069607,0.001605394,0.004026761,0.003028365,0.001260468],"domain_scores_gemma":[0.9003749,0.08008136,0.002894181,0.01048684,0.003686129,0.002476673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001010272,0.002091674,0.004058445,0.004665405,0.0001330374,0.0007562945,0.6853028,0.003689502,0.01268842,0.1101178,0.005676582,0.1698099],"study_design_scores_gemma":[0.0023723,0.003895487,0.004444952,0.007519021,0.0004000114,0.001311181,0.3144322,0.02525368,0.02678598,0.2883448,0.3247661,0.0004741452],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2009949,0.001427701,0.7276638,0.007997021,0.0009698416,0.01729337,0.0004996104,0.001353913,0.04179993],"genre_scores_gemma":[0.3593691,0.0005830221,0.6118731,0.001940411,0.0001131145,0.01995062,0.0002540903,0.0004597585,0.00545678],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06532733,"threshold_uncertainty_score":0.3454881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5510545634465043,"score_gpt":0.6708376094830792,"score_spread":0.119783046036575,"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."}}