{"id":"W2979801451","doi":"10.15353/cjds.v8i4.519","title":"Complexities of Survival and Resilience","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Disability Studies","topic":"Resilience and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Seneca Polytechnic; St. Francis Xavier University","funders":"","keywords":"Solidarity; Sociology; Community resilience; Resilience (materials science); Collective action; Identity (music); Action (physics); Psychological resilience; Epistemology; Social psychology; Political science; Psychology; Aesthetics; Computer science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004739113,0.00007302499,0.0003306271,0.00005141107,0.00007010777,0.000007817515,0.0001299851,0.00002738809,0.0002029149],"category_scores_gemma":[0.0001210854,0.00005800676,0.00004896631,0.0000854335,0.001150076,0.0001046504,0.00001445722,0.0001013724,0.0000105935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001301842,"about_ca_system_score_gemma":0.0001860628,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007625784,"about_ca_topic_score_gemma":0.04742695,"domain_scores_codex":[0.9991087,0.0001010876,0.0003484293,0.0001100653,0.0001154587,0.0002162851],"domain_scores_gemma":[0.9991149,0.0002320957,0.0001466713,0.0001621395,0.0001207681,0.0002234015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004191222,0.00002658077,0.9753653,0.0001177149,0.00005814805,0.00000585504,0.008762098,0.000002601895,0.00002594079,0.01024462,0.0007605298,0.004588666],"study_design_scores_gemma":[0.0003049703,0.0004088817,0.8649734,0.00006951678,0.00001202865,0.00003204935,0.1304941,5.776542e-7,0.00003667954,0.002473884,0.001133807,0.00006003371],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838237,0.004796131,0.00000124702,0.0009514934,0.0008517336,0.000104577,0.00001429084,0.000001362724,0.009455441],"genre_scores_gemma":[0.9994329,0.00006465588,0.00004193597,0.00006405353,0.00004722135,9.843064e-7,2.168212e-7,0.000003495069,0.000344604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.121732,"threshold_uncertainty_score":0.9989825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07455359447445674,"score_gpt":0.40672055151608,"score_spread":0.3321669570416232,"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."}}