{"id":"W4382788396","doi":"10.1111/spc3.12813","title":"A global experience‐sampling method study of well‐being during times of crisis: The CoCo project","year":2023,"lang":"en","type":"article","venue":"Social and Personality Psychology Compass","topic":"Mental Health Research Topics","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of British Columbia","funders":"Universidade Federal da Paraíba; University of South Africa; Universiteit Gent; Università degli Studi di Milano-Bicocca; Durham University; Bar-Ilan University; Universiteit van Amsterdam; Universiteit Utrecht; University of Bern; Deakin University; Deutsche Forschungsgemeinschaft; Massachusetts Institute of Technology","keywords":"Experience sampling method; Coco; Data collection; Coronavirus disease 2019 (COVID-19); Sample (material); Psychology; Coping (psychology); Sampling (signal processing); Applied psychology; Data science; Computer science; Social psychology; Sociology; Medicine; Clinical psychology; Artificial intelligence; Social science","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":[],"consensus_categories":[],"category_scores_codex":[0.001423945,0.0001506204,0.0004212452,0.0000902067,0.0004479937,0.00001296646,0.000338767,0.000134712,0.0003762598],"category_scores_gemma":[0.00003101475,0.000119717,0.00009308226,0.000737165,0.0003357087,0.00003858647,0.0001527149,0.0002670558,0.00001424593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003865603,"about_ca_system_score_gemma":0.00003889737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003536787,"about_ca_topic_score_gemma":0.0002743438,"domain_scores_codex":[0.9969742,0.001316279,0.000467592,0.0004275495,0.0003525272,0.0004619012],"domain_scores_gemma":[0.9991221,0.0002658497,0.0001916034,0.0002752008,0.00008097344,0.00006427288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001294493,0.00177641,0.4870234,0.0003955731,0.0005214297,0.00003356464,0.4744695,0.000002351687,0.0002172574,0.01868877,0.009577742,0.005999566],"study_design_scores_gemma":[0.001723455,0.0003103997,0.8325555,0.00001389296,0.00002626391,0.00001482672,0.1610529,0.00002444027,0.00001232373,0.002795625,0.001361553,0.0001087846],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851097,0.0001177148,0.0000773644,0.002659763,0.0004491059,0.0007341824,0.00003578948,0.00004814707,0.01076818],"genre_scores_gemma":[0.9989324,0.00001278398,0.0001439639,0.0002700047,0.0001767848,0.0001571846,0.000004946057,0.00001023553,0.0002917629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3455322,"threshold_uncertainty_score":0.5346587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2562038308391538,"score_gpt":0.5671603200825391,"score_spread":0.3109564892433853,"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."}}