{"id":"W3042473280","doi":"10.1177/1206331220938628","title":"Resilience, Reinvention and Transition during and after Quarantine","year":2020,"lang":"en","type":"article","venue":"Space and Culture","topic":"Ecosystem dynamics and resilience","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; University of Alberta","funders":"","keywords":"Quarantine; Meaning (existential); Resilience (materials science); Psychological resilience; Value (mathematics); State (computer science); Ideology; Sociology; Law and economics; Environmental ethics; Positive economics; Political economy; Economics; Political science; Epistemology; Politics; Law; Social psychology; Ecology; Psychology; Biology; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003302169,0.00006261902,0.00006129408,0.000004850228,0.00009181188,0.00002951195,0.00002198471,0.00004140268,0.00005733037],"category_scores_gemma":[0.000002433981,0.00004627541,0.0000108731,0.00005031871,0.00007001656,0.0001292223,0.00003008141,0.00005295683,0.00001005533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005539446,"about_ca_system_score_gemma":8.919581e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003502068,"about_ca_topic_score_gemma":0.0001597918,"domain_scores_codex":[0.9995771,0.00001203382,0.00005490228,0.0001969622,0.00007440165,0.00008456582],"domain_scores_gemma":[0.9998662,0.000001692529,0.00001796096,0.0000375611,0.000001670979,0.00007489512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004355439,0.0000603759,0.4472881,0.0008601692,0.00002890332,0.0001461977,0.04638814,0.001002531,0.4954554,0.002266832,0.002127728,0.003940066],"study_design_scores_gemma":[0.001569101,0.0003954907,0.948585,0.0002391962,0.00006200978,0.000153937,0.004422734,0.02973343,0.004160287,0.001066756,0.008958979,0.0006530992],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959303,0.0004517819,0.0001176403,0.002228763,0.00001281986,0.00007820462,0.000003760895,0.0000122561,0.001164546],"genre_scores_gemma":[0.9987515,0.0004666718,0.0001464744,0.0001233729,0.0000230426,0.000003304634,0.000001322862,0.000002990039,0.0004812968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5012969,"threshold_uncertainty_score":0.1887056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00208035458787986,"score_gpt":0.1696999760610936,"score_spread":0.1676196214732137,"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."}}