{"id":"W7093097133","doi":"10.6084/m9.figshare.30403333","title":"Digital Life 2025 (Dataset, n = 1,003)","year":2025,"lang":"","type":"dataset","venue":"Figshare","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"CLARITY; Everyday life; Checksum; Variable (mathematics); Tracking (education); Cognition","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001058265,0.0009004308,0.0007348711,0.002547055,0.0006650548,0.001967471,0.001415294,0.001468495,0.07818577],"category_scores_gemma":[0.0103441,0.0003779983,0.000716073,0.005072466,0.0002805002,0.001343019,0.001995996,0.001174479,0.07688059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001219409,"about_ca_system_score_gemma":0.001669709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02282913,"about_ca_topic_score_gemma":0.03836994,"domain_scores_codex":[0.9989917,0.0002038007,0.0001658239,0.0002283711,0.0002455156,0.0001648058],"domain_scores_gemma":[0.9964882,0.001140487,0.0003428683,0.0006242964,0.001094289,0.000309851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006010809,0.0000191759,0.00209532,0.0004674678,0.00001673004,0.00001621062,0.00006241228,0.0001243647,0.00005993488,0.0004207327,0.9931249,0.003532764],"study_design_scores_gemma":[0.0001711136,0.00004226507,0.02293618,0.0005307407,0.00002586866,0.00007726847,0.0005291459,0.0003701406,0.000212296,0.001101261,0.9739671,0.00003671356],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003589572,0.00004142694,0.00004136551,0.00008487272,0.00002469923,0.00001462477,0.9985871,0.00007715996,0.0007699076],"genre_scores_gemma":[0.00099721,0.00004588405,0.0001723374,0.00008552999,0.00001159382,0.0001616523,0.9973785,0.00002805984,0.001119371],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.07818577,"threshold_uncertainty_score":0.2615575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06913198898109832,"score_gpt":0.4035741829495795,"score_spread":0.3344421939684812,"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."}}