{"id":"W3178181480","doi":"10.3389/fpsyg.2021.636062","title":"Cultural Differences in People’s Psychological Response to COVID-19","year":2021,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Ministry of Education, India; Queen's University","keywords":"Optimism; Psychology; Affect (linguistics); Meaning (existential); Social psychology; Coronavirus disease 2019 (COVID-19); Cultural diversity; Well-being; 2019-20 coronavirus outbreak; Developmental psychology; Psychotherapist; Sociology; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0008368252,0.0001984686,0.0002404839,0.0005017474,0.001183416,0.001210149,0.0002278927,0.0002909112,0.00110198],"category_scores_gemma":[0.001873706,0.0001165189,0.0002670168,0.0005326954,0.001153176,0.0002822396,0.0008525691,0.0006019957,0.0000932822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00115904,"about_ca_system_score_gemma":0.0008664684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06879727,"about_ca_topic_score_gemma":0.1197022,"domain_scores_codex":[0.9995289,0.0001278094,0.0000254208,0.00006278773,0.0001012074,0.0001539716],"domain_scores_gemma":[0.9992388,0.0001368909,0.000235614,0.00005154192,0.0001253721,0.0002118091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002231372,0.0001319072,0.8999961,0.00005048259,0.00009311809,0.000219827,0.0868169,0.00007469152,0.001855463,0.0003738137,0.0002230109,0.009941448],"study_design_scores_gemma":[0.00000301151,0.00006047955,0.9562883,0.00001410512,0.00001014626,0.00006210366,0.04292043,0.00005004916,0.0001147537,0.00006192912,0.000403256,0.00001148204],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992043,0.00005753059,0.00002279917,0.00003245234,0.000005344385,0.000005718763,0.00001855845,3.282395e-7,0.0006529393],"genre_scores_gemma":[0.9997262,0.00005219562,0.00002157392,0.00002451175,0.000001896034,0.000004128555,0.00002524244,5.630644e-7,0.0001435623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06879727,"threshold_uncertainty_score":0.1367936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1043178766716384,"score_gpt":0.4747517070802719,"score_spread":0.3704338304086335,"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."}}