{"id":"W4412372287","doi":"10.55504/2578-9333.1289","title":"Being Well: Stories of Coping and Resilience","year":2025,"lang":"en","type":"article","venue":"Journal of Wellness","topic":"Resilience and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"","keywords":"Coping (psychology); Resilience (materials science); Psychology; Psychotherapist; Materials 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":[0.0004246857,0.00005572395,0.000194555,0.0001290395,0.00007021099,0.000009321044,0.0001352761,0.00004192977,0.00006439698],"category_scores_gemma":[0.00003171367,0.00004559525,0.00003406975,0.0001674029,0.0001038473,0.0001113938,0.00002664857,0.0001374971,0.000003579289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002767271,"about_ca_system_score_gemma":0.00007721429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007172796,"about_ca_topic_score_gemma":0.000009299445,"domain_scores_codex":[0.9992419,0.00006841566,0.0003512,0.00008074207,0.0001276575,0.0001300458],"domain_scores_gemma":[0.9994421,0.0001299063,0.0002230957,0.0001024804,0.00005313457,0.00004930903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001488352,0.0005147486,0.4228436,0.001179699,0.0001958218,0.0002553277,0.02873626,0.00009457492,0.01136382,0.127039,0.0237008,0.3825879],"study_design_scores_gemma":[0.004849482,0.001780889,0.6694168,0.00337197,0.0001886518,0.0007135516,0.06593274,0.00003755158,0.1186936,0.01642996,0.1180958,0.0004889274],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9721227,0.001741858,0.0009664532,0.0006011364,0.001219888,0.00005619365,5.040325e-7,0.00000298082,0.02328829],"genre_scores_gemma":[0.9972072,0.0002244175,0.0001014095,0.0001795935,0.00006054559,7.497554e-7,8.219663e-8,0.000003166291,0.002222871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.382099,"threshold_uncertainty_score":0.185932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01334844809185348,"score_gpt":0.3772567336805396,"score_spread":0.3639082855886861,"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."}}