{"id":"W6902506931","doi":"10.6084/m9.figshare.3689001","title":"Resilience Revisited: Assessing the Impact of the 2007–09 Recession on 83 Canadian Regions with Accompanying Thoughts on an Elusive Concept","year":2016,"lang":"en","type":"article","venue":"Figshare","topic":"Regional resilience and development","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Recession; Unemployment; Resilience (materials science); Psychological resilience; Shock (circulatory); Great recession","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002301252,0.0007205585,0.0005285391,0.004390297,0.003737779,0.003019565,0.001129382,0.0005745884,0.001716828],"category_scores_gemma":[0.005217383,0.0001778136,0.0008557282,0.009151859,0.003100807,0.001359228,0.003595091,0.001132153,0.0001036555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04174182,"about_ca_system_score_gemma":0.03702855,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9861031,"about_ca_topic_score_gemma":0.992894,"domain_scores_codex":[0.9986971,0.0001937292,0.00004274852,0.0001000988,0.0005104896,0.0004558229],"domain_scores_gemma":[0.9982192,0.0002479417,0.0002763722,0.00007370576,0.0009009007,0.0002817649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007850724,0.00007103724,0.5449535,0.00107714,0.0009416884,0.001738849,0.03342152,0.07246137,0.002259352,0.1032409,0.04198028,0.1970693],"study_design_scores_gemma":[0.00001859192,0.00009610411,0.8770147,0.0005780882,0.0002968538,0.0001465326,0.06225241,0.01176023,0.001019916,0.01340109,0.03318736,0.0002280324],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9056345,0.007495039,0.004773596,0.01855062,0.0001648871,0.0001421449,0.00606106,0.0001025876,0.05707553],"genre_scores_gemma":[0.9928927,0.001943162,0.002425492,0.0003481436,0.00001780725,0.00003067003,0.0007794842,0.00001644491,0.001546034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04174182,"threshold_uncertainty_score":0.3028595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05901081634077612,"score_gpt":0.3038088921987547,"score_spread":0.2447980758579786,"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."}}