{"id":"W3185991793","doi":"10.1145/3474677","title":"Merlynne","year":2021,"lang":"en","type":"article","venue":"Proceedings of the ACM on Human-Computer Interaction","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo","keywords":"Cognitive dissonance; Avatar; Psychology; Peer support; Social psychology; Applied psychology; Computer science; Human–computer interaction","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007123082,0.00098595,0.0005463546,0.001225813,0.001490206,0.003357234,0.001060479,0.001502655,0.4510243],"category_scores_gemma":[0.00362903,0.000319979,0.0003196229,0.0004154144,0.0006221395,0.002580554,0.002664093,0.001622822,0.1389862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009126372,"about_ca_system_score_gemma":0.001299232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002083686,"about_ca_topic_score_gemma":0.004971627,"domain_scores_codex":[0.998854,0.0001413691,0.00004637842,0.0004179302,0.000444726,0.00009565843],"domain_scores_gemma":[0.9978451,0.0004783146,0.0001059252,0.000162927,0.0005707864,0.0008371338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003856319,0.0002395491,0.001603996,0.000476504,0.00001194909,0.0005960209,0.0008469428,0.0003784774,0.003924898,0.01858851,0.4525523,0.5203952],"study_design_scores_gemma":[0.0000164376,0.00007061998,0.000583927,0.0001263662,0.000004941712,0.0003873833,0.0001941226,0.0004392049,0.0007661903,0.001789845,0.9956052,0.00001571658],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01058366,0.008958194,0.01744618,0.017218,0.007479835,0.0003037052,0.001535398,0.006139864,0.9303353],"genre_scores_gemma":[0.02675906,0.00287274,0.005111032,0.002551165,0.0003586595,0.0001356462,0.0006018317,0.0007525207,0.9608573],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4510243,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09406073842184264,"score_gpt":0.420559554776623,"score_spread":0.3264988163547803,"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."}}