{"id":"W4390668656","doi":"10.1080/10447318.2023.2297330","title":"Promoting Stress Management among Students in Higher Education: Evaluating the Effectiveness of a Persuasive Time Management Mobile App","year":2024,"lang":"en","type":"article","venue":"International Journal of Human-Computer Interaction","topic":"Perfectionism, Procrastination, Anxiety Studies","field":"Psychology","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Time management; Stress management; Psychology; Psychological intervention; Coping (psychology); Applied psychology; Perception; Mobile apps; Self-management; Social psychology; Computer science; Clinical psychology; World Wide Web","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":[0.001550553,0.0001835739,0.0002249761,0.0006287049,0.0001015853,0.0002266526,0.0005781022,0.0000479867,0.0004229691],"category_scores_gemma":[0.00001097717,0.0001498166,0.0001746789,0.0002329593,0.00006366555,0.0004977438,0.0002037568,0.0003441838,0.00004399092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005741696,"about_ca_system_score_gemma":0.00002584858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004335003,"about_ca_topic_score_gemma":0.000006456406,"domain_scores_codex":[0.9975357,0.0004639948,0.0007304664,0.0003027917,0.0008089011,0.0001581534],"domain_scores_gemma":[0.9984338,0.0003543126,0.0004730496,0.0001520716,0.0005580003,0.00002877656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002969272,0.01033325,0.1637382,0.003000497,0.0225042,0.0009267256,0.07872263,0.01427873,0.00494281,0.02603634,0.007808425,0.664739],"study_design_scores_gemma":[0.001877641,0.001049794,0.9793238,0.005824486,0.00028539,0.0002520811,0.004356337,0.002808429,0.0005732364,0.001843523,0.001520226,0.0002850227],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816805,0.0004257632,0.0008017448,0.0001838813,0.009707579,0.0006992335,0.000003557625,0.0000360356,0.006461767],"genre_scores_gemma":[0.9958006,0.00002593239,0.0002686926,0.0000419629,0.0009654816,0.0002081166,0.00001205077,0.00002377444,0.00265335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8155857,"threshold_uncertainty_score":0.6109345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02856484686797222,"score_gpt":0.4196575721176647,"score_spread":0.3910927252496925,"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."}}