{"id":"W4400823728","doi":"10.1080/10447318.2024.2366016","title":"iCare: Insights from the Evaluation of an App for Managing Stress Among Working-Class Indian Women","year":2024,"lang":"en","type":"article","venue":"International Journal of Human-Computer Interaction","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Class (philosophy); Stress (linguistics); Computer science; Psychology; Artificial intelligence","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":[0.0007576027,0.0001536279,0.0002003584,0.0004585853,0.00008149971,0.0003532439,0.0006432887,0.00007567488,0.0003425855],"category_scores_gemma":[0.00003034462,0.000122521,0.000234917,0.0001203765,0.00006454787,0.001008635,0.00007224074,0.0003525561,0.00002440172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006935336,"about_ca_system_score_gemma":0.00005599589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001809165,"about_ca_topic_score_gemma":0.0002494544,"domain_scores_codex":[0.9976099,0.000247516,0.0009368165,0.0002562962,0.0007741416,0.0001753603],"domain_scores_gemma":[0.9979837,0.0003976785,0.0006610347,0.0002022358,0.0006702498,0.00008508959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004974613,0.0009148523,0.00088251,0.00005592511,0.002012609,0.00009501778,0.02190683,0.001109836,0.0002755684,0.01251323,0.003611742,0.9561244],"study_design_scores_gemma":[0.01344948,0.009911661,0.2596057,0.02100423,0.001273288,0.001151123,0.03649166,0.198431,0.01119767,0.4001059,0.04562967,0.001748591],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9746326,0.0002918139,0.005283914,0.0007743614,0.0170364,0.0003383984,0.00006338847,0.00003392761,0.001545154],"genre_scores_gemma":[0.9967729,0.000002243615,0.0002747125,0.0001673842,0.002450463,0.00006990039,0.00010799,0.00002897582,0.0001254105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9543758,"threshold_uncertainty_score":0.4996261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07079002324848731,"score_gpt":0.4323922800755401,"score_spread":0.3616022568270528,"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."}}