{"id":"W3113138587","doi":"","title":"Resilience Was a Bridge too Far: Wonder, Endurance and Exhaustio","year":2020,"lang":"en","type":"article","venue":"Lex Electronica","topic":"Resilience and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Wonder; Resilience (materials science); Bridge (graph theory); Forensic engineering; Psychology; Engineering; Social psychology; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002089187,0.0002754663,0.0004943372,0.001126791,0.003798832,0.006109708,0.0004029972,0.001399927,0.01810296],"category_scores_gemma":[0.004490599,0.0002308533,0.0002613243,0.0008230653,0.01347159,0.008264678,0.005680769,0.004336401,0.001106209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001599267,"about_ca_system_score_gemma":0.002052115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003101243,"about_ca_topic_score_gemma":0.006503665,"domain_scores_codex":[0.9991825,0.0004236047,0.00002575591,0.00007103349,0.0001140465,0.0001831493],"domain_scores_gemma":[0.9986057,0.0006649882,0.0001516483,0.00007961835,0.00007602795,0.0004220049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002648618,0.0002338597,0.02463178,0.0005948721,0.0001037413,0.001190652,0.1598128,0.0001434505,0.0005077398,0.4719582,0.1522144,0.1883436],"study_design_scores_gemma":[0.00005208507,0.0001264171,0.0459505,0.00349681,0.00006678315,0.001780515,0.3792647,0.0001803282,0.0002439083,0.2489363,0.3198099,0.00009173546],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2193103,0.07635206,0.001464786,0.4353239,0.005834072,0.00004170552,0.0002868331,0.00009181697,0.2612946],"genre_scores_gemma":[0.9284735,0.02018812,0.00054838,0.02196575,0.001300879,0.00006331324,0.00009222553,0.00005789772,0.02730992],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01810296,"threshold_uncertainty_score":0.06056046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03206574091693393,"score_gpt":0.357564801384639,"score_spread":0.3254990604677051,"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."}}