{"id":"W4412045063","doi":"10.1145/3715668.3734181","title":"Cite Your Well-being First: What Happens When Personal Life, Mental Health, and HCI Research Become Entangled?","year":2025,"lang":"en","type":"article","venue":"","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Dalhousie University","funders":"Deputy Ministry of Research, Innovation and Digital Policy; European Commission","keywords":"Mental health; Well-being; Internet privacy; Computer science; Psychology; Human–computer interaction; Psychotherapist","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03613788,0.0005621168,0.001352271,0.004022194,0.01677371,0.02594603,0.002152812,0.007669739,0.009574613],"category_scores_gemma":[0.1707174,0.0007763481,0.001489861,0.004339735,0.02094823,0.02304031,0.0155977,0.009382325,0.003419328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005743416,"about_ca_system_score_gemma":0.005984668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005120527,"about_ca_topic_score_gemma":0.008226288,"domain_scores_codex":[0.9481167,0.03899641,0.001551042,0.002916437,0.005247779,0.003171635],"domain_scores_gemma":[0.862097,0.07271922,0.01426345,0.01257875,0.02221158,0.01613004],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001599334,0.0001181797,0.03467488,0.001461637,0.0002143998,0.002311617,0.7492985,0.00009122905,0.001561595,0.0345942,0.05446634,0.1210475],"study_design_scores_gemma":[0.00002323959,0.0001575875,0.01269598,0.002570457,0.0001313354,0.00169113,0.7432842,0.0001650703,0.0008999121,0.02615906,0.2120349,0.00018708],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3009481,0.04394401,0.02267358,0.5304452,0.01563963,0.0004033537,0.0005684612,0.0006458354,0.08473188],"genre_scores_gemma":[0.918457,0.01410165,0.006009213,0.04289106,0.002237233,0.0003031091,0.0003117535,0.0004773417,0.01521154],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9638621,"threshold_uncertainty_score":0.1911176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0477854241661239,"score_gpt":0.3596657643305017,"score_spread":0.3118803401643778,"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."}}