{"id":"W1753977893","doi":"10.1080/17439760.2015.1092569","title":"Happiness vs. mindfulness exercises for individuals vulnerable to depression","year":2015,"lang":"en","type":"article","venue":"The Journal of Positive Psychology","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Psychology; Happiness; Mindfulness; Life satisfaction; Pleasure; Meditation; Clinical psychology; Self-criticism; Depression (economics); Relaxation (psychology); Well-being; Placebo; Psychotherapist; Social psychology; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0002651939,0.0001334838,0.0002857077,0.0001338923,0.0002019682,0.0001374422,0.0001025578,0.0002700149,0.00223895],"category_scores_gemma":[0.0004455394,0.00009123149,0.0002497868,0.00006380194,0.0001455172,0.0001939825,0.0003395531,0.0002989521,0.000170771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004869735,"about_ca_system_score_gemma":0.00008004937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001240667,"about_ca_topic_score_gemma":0.0004045765,"domain_scores_codex":[0.999929,0.00002908782,0.000006494104,0.00001114222,0.000008423886,0.00001592562],"domain_scores_gemma":[0.9999018,0.00003555717,0.00001917807,0.000007424669,0.000003970847,0.00003212341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.08993396,0.01598371,0.03235031,0.001678707,0.0006101324,0.0004185591,0.0010698,0.0006693293,0.1344333,0.0009986641,0.001313323,0.7205402],"study_design_scores_gemma":[0.01331574,0.189864,0.7426854,0.0005820585,0.001384155,0.001075539,0.00147674,0.003095095,0.03443095,0.002626306,0.009407037,0.00005698212],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979268,0.0005744435,0.000310377,0.0001595808,0.00003428182,0.00004449154,0.00001140102,0.000008084628,0.0009305683],"genre_scores_gemma":[0.9984198,0.0005323556,0.0004775187,0.00008568063,0.000037672,0.00006869659,0.00001755932,0.00000119168,0.0003594515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00223895,"threshold_uncertainty_score":0.007490039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06193349539967626,"score_gpt":0.4005223260619671,"score_spread":0.3385888306622909,"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."}}