{"id":"W7115821638","doi":"","title":"END USER ENGAGEMENT IN DEVELOPING A SELF-CARE ONLINE APP","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Persona Design and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Persona; Function (biology); End user; User engagement; Usage data; Patient participation; Participant observation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007297546,0.0002975783,0.0002514085,0.0003252457,0.0001775997,0.00009636445,0.001305015,0.00021416,0.003114186],"category_scores_gemma":[0.000004438976,0.0003035415,0.0000953574,0.0007772536,0.00001678948,0.0003895818,0.0002193868,0.0002859296,0.0001401495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004991416,"about_ca_system_score_gemma":0.0003923593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004791387,"about_ca_topic_score_gemma":0.00118531,"domain_scores_codex":[0.9984157,0.0001094566,0.0001987052,0.0006669906,0.00025987,0.0003492722],"domain_scores_gemma":[0.9991614,0.00005689384,0.0001479319,0.0004325961,0.0001078593,0.0000933443],"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":[0.00005107799,0.0002295453,0.001366311,0.0003739878,0.0001382559,0.00024284,0.01302573,0.000008977032,0.001073165,0.0746885,0.001152016,0.9076496],"study_design_scores_gemma":[0.0008871028,0.00002979333,0.007019444,0.0003623319,0.00003225165,0.000002059313,0.003974277,0.0001428837,0.0006926936,0.0001713619,0.9860982,0.0005876168],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01438994,0.0004621611,0.1617621,0.001126803,0.000713827,0.001375292,0.00009429354,0.000906227,0.8191693],"genre_scores_gemma":[0.03369338,0.0003393416,0.1078021,0.0004835576,0.0001696148,0.00001871409,0.0004761478,0.00007084818,0.8569463],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9849462,"threshold_uncertainty_score":0.9999416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01994429384364996,"score_gpt":0.2314150647508448,"score_spread":0.2114707709071949,"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."}}