{"id":"W3127029760","doi":"10.1007/s42844-021-00031-z","title":"The Dark Side of Resilience","year":2021,"lang":"en","type":"article","venue":"Adversity and Resilience Science","topic":"Resilience and Mental Health","field":"Psychology","cited_by":147,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Resilience (materials science); Vulnerability (computing); Perspective (graphical); Context (archaeology); Adaptation (eye); Psychology; Computer science; Geography; Computer security; Neuroscience; Artificial intelligence; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009924225,0.0006128422,0.001007575,0.002572952,0.003424718,0.007244946,0.001145745,0.002875403,0.004846106],"category_scores_gemma":[0.01519688,0.0002912307,0.0003958462,0.001208692,0.06902067,0.01617266,0.01067919,0.007985743,0.0006970556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00244429,"about_ca_system_score_gemma":0.002577272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001501239,"about_ca_topic_score_gemma":0.001577132,"domain_scores_codex":[0.9934549,0.003834131,0.0002229014,0.0009261664,0.001169861,0.0003920963],"domain_scores_gemma":[0.9833729,0.01020943,0.001221269,0.002138692,0.001712596,0.001345184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004230725,0.00001764566,0.002036189,0.0002158626,0.00002602056,0.0001336593,0.01105418,0.0003152416,0.0004439789,0.9570591,0.006207731,0.02244797],"study_design_scores_gemma":[0.000006358025,0.00002816433,0.001759662,0.0006290278,0.00001204511,0.0001720759,0.009104815,0.0003050052,0.0002058564,0.9580317,0.02972326,0.00002202987],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09337536,0.04723236,0.03383803,0.6605906,0.004290955,0.00004335734,0.0002508833,0.0001363789,0.160242],"genre_scores_gemma":[0.9616948,0.01240475,0.003734274,0.01643401,0.001506228,0.00005231755,0.00004474002,0.00005629376,0.004072736],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009924225,"threshold_uncertainty_score":0.05248493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01291980825270691,"score_gpt":0.3397745249603218,"score_spread":0.3268547167076149,"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."}}