{"id":"W3131909455","doi":"10.15353/cjds.v8i4.526","title":"Resilience Governance","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Disability Studies","topic":"Resilience and Mental Health","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Corporate governance; Premise; Operationalization; Sociology; Resilience (materials science); Narrative; Public relations; Political science; Environmental ethics; Epistemology; Management; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004370688,0.00009087842,0.0002630666,0.00002704932,0.00009816873,0.0000112161,0.0002576184,0.00003752316,0.000717176],"category_scores_gemma":[0.0002001771,0.00007203723,0.00008435699,0.0001481349,0.0005103722,0.0001467459,0.00001228873,0.000172812,0.000270261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000567568,"about_ca_system_score_gemma":0.0003506737,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005554592,"about_ca_topic_score_gemma":0.04416551,"domain_scores_codex":[0.9989092,0.00007922098,0.0003526721,0.0001593064,0.0001541558,0.0003454502],"domain_scores_gemma":[0.9989482,0.0001401964,0.0001780339,0.00027226,0.0001158488,0.0003454658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003460165,0.00003619048,0.9613539,0.00004420085,0.00005210971,0.00002933243,0.004611352,0.000008888248,0.00001563141,0.004806457,0.0110663,0.01794107],"study_design_scores_gemma":[0.0003453663,0.0003788327,0.9533499,0.00008785584,0.0000116805,0.00007694869,0.02073374,6.419912e-7,0.00003930886,0.001049677,0.0238245,0.0001015639],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9722823,0.007933776,0.000001508339,0.002596868,0.002041171,0.0001347929,0.00001111145,0.000002880354,0.01499561],"genre_scores_gemma":[0.9972075,0.0001134673,0.00004125591,0.0004100236,0.0001101907,0.000002521099,1.605128e-7,0.000005422266,0.002109488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03861092,"threshold_uncertainty_score":0.973276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03692751446197155,"score_gpt":0.3899877372801143,"score_spread":0.3530602228181428,"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."}}