{"id":"W4389196752","doi":"10.4324/9781032647876-16","title":"Together for Hope and Resilience: A Humanistic Experience by the Vulnerability, Trauma, Resilience and Culture Lab Members during the COVID-19 Pandemic","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Resilience and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Resilience (materials science); Pandemic; Vulnerability (computing); Humanism; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychology; Medicine; Virology; Political science; Computer science; Pathology; Computer security; Outbreak","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002252843,0.0008005137,0.0003997644,0.0005591924,0.01359352,0.008886239,0.001108328,0.002672687,0.00546915],"category_scores_gemma":[0.001488762,0.0004083373,0.0004753534,0.0004759468,0.01717846,0.006502926,0.007096186,0.008867457,0.001552716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003062647,"about_ca_system_score_gemma":0.002702421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002900866,"about_ca_topic_score_gemma":0.009165088,"domain_scores_codex":[0.9984646,0.001102855,0.00001193495,0.00006831453,0.0001660737,0.0001862854],"domain_scores_gemma":[0.9989927,0.0004489042,0.00004767857,0.00004137431,0.00005262654,0.0004166909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004703761,0.0001692165,0.0005105926,0.0001949275,0.00001310881,0.002015758,0.5744809,0.0001575742,0.001154827,0.1403204,0.2503464,0.03058928],"study_design_scores_gemma":[0.00001318132,0.000114831,0.0008269737,0.0003688383,0.000007350181,0.002079712,0.2580963,0.0001577624,0.0003658432,0.01845786,0.719474,0.00003746021],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1204405,0.04953481,0.006138264,0.1930933,0.01337027,0.000216279,0.0001007293,0.0004147295,0.616691],"genre_scores_gemma":[0.4384663,0.02241972,0.004578058,0.04982118,0.00217024,0.0003173967,0.00007688403,0.0004644812,0.4816858],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01359352,"threshold_uncertainty_score":0.02222121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06691446732760509,"score_gpt":0.4060521932146092,"score_spread":0.3391377258870041,"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."}}