{"id":"W4404173194","doi":"10.1145/3687023","title":"Beyond Meditation: Understanding Everyday Mindfulness Practices and Technology Use Among Experienced Practitioners","year":2024,"lang":"en","type":"article","venue":"Proceedings of the ACM on Human-Computer Interaction","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Meditation; Mindfulness; Mindfulness meditation; Psychology; Psychotherapist; Applied psychology; History","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002994896,0.000207367,0.0002080043,0.0006050647,0.0003602876,0.0004458021,0.0006029424,0.0001640667,0.0009294729],"category_scores_gemma":[0.0003712969,0.0001589276,0.0001197635,0.0005731861,0.0002387107,0.001666136,0.0003403249,0.0005058415,0.00002671705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001542009,"about_ca_system_score_gemma":0.0000157515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004912314,"about_ca_topic_score_gemma":0.00001167844,"domain_scores_codex":[0.9984845,0.00003511907,0.0004476901,0.0005262455,0.0002946033,0.0002118722],"domain_scores_gemma":[0.9982573,0.0004041263,0.0007249258,0.0003479847,0.0002123837,0.00005324018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001583892,0.0003439854,0.002440063,0.0001972458,0.000355506,0.000009646323,0.00657918,0.000008956331,0.002268264,0.8816905,0.0942615,0.01168676],"study_design_scores_gemma":[0.002136595,0.002024033,0.01906775,0.006247979,0.0005718195,0.0008581686,0.1120203,0.00527576,0.1757718,0.6469783,0.02755512,0.001492412],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807209,0.00003655305,0.005231088,0.004436005,0.004984654,0.0003209417,0.000006416051,0.0001680729,0.004095368],"genre_scores_gemma":[0.9971833,7.101193e-7,0.0003060994,0.00007653143,0.0003222267,0.0006709489,0.000003782607,0.00002681944,0.001409549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2347122,"threshold_uncertainty_score":0.9999838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1112476305602667,"score_gpt":0.3916468574002295,"score_spread":0.2803992268399628,"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."}}