{"id":"W4280609703","doi":"10.2196/34212","title":"The Effect of Persuasive Design on the Adoption of Exposure Notification Apps: Quantitative Study Based on COVID Alert","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto; York University; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo","keywords":"Repeated measures design; Psychology; Coronavirus disease 2019 (COVID-19); Interface design; Multivariate analysis of variance; Research design; Applied psychology; Interface (matter); Computer science; Human–computer interaction; Medicine; Mathematics; Statistics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.01052642,0.0004422613,0.0005887202,0.001758735,0.001478781,0.001524231,0.0006318953,0.000643708,0.001616577],"category_scores_gemma":[0.03349014,0.0004356574,0.0005415117,0.0008615403,0.001247265,0.0009221336,0.001154164,0.0008407423,0.0001591104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002642834,"about_ca_system_score_gemma":0.003002954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02344825,"about_ca_topic_score_gemma":0.03337727,"domain_scores_codex":[0.9933964,0.002774583,0.0005687606,0.0005418897,0.002137955,0.0005802904],"domain_scores_gemma":[0.9575847,0.02951718,0.004324686,0.0007409275,0.006579559,0.00125292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0008305773,0.003470463,0.3956301,0.001431511,0.0001158656,0.0005493373,0.5328981,0.00009055223,0.007586124,0.000150877,0.0005017759,0.05674472],"study_design_scores_gemma":[0.0001083702,0.005016016,0.7895487,0.0003961869,0.000171362,0.0003427023,0.1977028,0.000571524,0.002411577,0.00008614866,0.003539883,0.0001046466],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993834,0.00003372328,0.00009812084,0.0000155,0.000001338066,0.0001516848,0.00002599153,0.000002731527,0.0002875068],"genre_scores_gemma":[0.9976081,0.0001494039,0.001002905,0.00005240085,0.000005923324,0.0004551845,0.00005217104,0.000005695465,0.0006682209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02344825,"threshold_uncertainty_score":0.05566967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1266162494512151,"score_gpt":0.4170858757353096,"score_spread":0.2904696262840946,"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."}}