{"id":"W3094435970","doi":"10.1007/s10804-020-09363-z","title":"Resilience in Times of Economic Boom and Bust: A Narrative Study of a Rural Population Dependent upon the Oil and Gas Industry","year":2020,"lang":"en","type":"article","venue":"Journal of Adult Development","topic":"Resilience and Mental Health","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Deutsche Forschungsgemeinschaft; Foundation for the National Institutes of Health","keywords":"Narrative; Social psychology; Narrative inquiry; Psychology; Population; Psychological resilience; Economic growth; Sociology; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002917253,0.00007566113,0.0002174971,0.00007403051,0.00004141529,0.000007058227,0.00009686027,0.00005564333,0.00004339322],"category_scores_gemma":[0.00002401331,0.00005167543,0.00001308279,0.00007078085,0.00003118106,0.00009997335,0.00003734844,0.0002244538,9.290108e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007299149,"about_ca_system_score_gemma":0.0001184732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00033015,"about_ca_topic_score_gemma":0.0004632228,"domain_scores_codex":[0.9989411,0.0001083688,0.0005943375,0.00008909917,0.0001596556,0.0001074154],"domain_scores_gemma":[0.9993448,0.00004654711,0.0004355931,0.00005573134,0.0000428743,0.00007445411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008935769,0.0002698015,0.6497096,0.00005202971,0.00006110342,0.00002081417,0.2732825,0.0001931924,0.0002684817,0.00009210622,0.00009904357,0.07505774],"study_design_scores_gemma":[0.001497555,0.0007885499,0.7791857,0.0001347182,0.000009048433,0.00006354736,0.2175818,0.00003487114,0.0005766145,0.00005303546,0.00001705315,0.00005753671],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985365,0.0001800936,0.00000136396,0.0009257199,0.00008012532,0.0001059867,8.389515e-7,0.000001045824,0.0001683598],"genre_scores_gemma":[0.9996219,0.00009013116,0.0001087893,0.0000905015,0.00002187742,0.000004179154,3.227742e-7,0.000003563398,0.00005875867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.129476,"threshold_uncertainty_score":0.2107263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02042581667830259,"score_gpt":0.3392294314146898,"score_spread":0.3188036147363872,"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."}}