{"id":"W4361204205","doi":"10.1007/s42761-023-00184-3","title":"Introduction to Special Issue: Interventions to Modify Psychological Well-Being and Population Health","year":2023,"lang":"en","type":"article","venue":"Affective Science","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research; Michael Smith Health Research BC","keywords":"Psychological intervention; Anxiety; Mental health; Population; Psychology; Anger; Set (abstract data type); Clinical psychology; Medicine; Psychotherapist; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001863197,0.0001563151,0.0002089936,0.0006083318,0.000571125,0.00009463567,0.0002179477,0.00008205181,0.001041284],"category_scores_gemma":[0.0004404725,0.000140953,0.00006785453,0.002658577,0.0001743671,0.0002082929,0.0001084383,0.0002323025,0.003975441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001790397,"about_ca_system_score_gemma":0.00001027214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003595934,"about_ca_topic_score_gemma":0.00007428374,"domain_scores_codex":[0.9975242,0.0002695487,0.0002795841,0.00105131,0.0003220616,0.0005533039],"domain_scores_gemma":[0.9990509,0.0001052092,0.00008541076,0.0003478008,0.0000681602,0.0003425486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002938798,0.0003953901,0.02982429,0.00003934308,0.00002340186,0.00001328896,0.00998324,0.0005776146,0.005340643,0.04964286,0.4216988,0.4821672],"study_design_scores_gemma":[0.0002253885,0.001015672,0.979743,0.00003679604,0.000004702217,0.00002016959,0.0005797283,0.00003256982,0.00004926582,0.00477965,0.01334595,0.000167117],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.940037,0.00001225903,0.003182545,0.02058876,0.005511649,0.0007677895,0.00000393786,0.0003119907,0.02958412],"genre_scores_gemma":[0.9914778,0.000007817544,0.0005179548,0.001740366,0.004088154,0.00008574394,0.000008859669,0.00001138154,0.002061897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9499187,"threshold_uncertainty_score":0.9998719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03622140693681222,"score_gpt":0.4178742538229382,"score_spread":0.381652846886126,"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."}}