{"id":"W2311978616","doi":"","title":"Resilient Small Rural Towns and Community Shocks","year":2013,"lang":"en","type":"article","venue":"Journal of rural and community development","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Shock (circulatory); Social capital; Preparedness; Demographic economics; Capitalism; Socioeconomics; Economic growth; Development economics; Sociology; Geography; Economics; Political science; Social science; Politics; Management","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":[0.000536821,0.0001099231,0.0001971816,0.001155933,0.000800214,0.0009238775,0.0003349801,0.000352674,0.002188907],"category_scores_gemma":[0.004873385,0.0001044605,0.0001654127,0.0009630953,0.001262021,0.001037011,0.001815789,0.0004709653,0.0001153316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00051884,"about_ca_system_score_gemma":0.0004602149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003962812,"about_ca_topic_score_gemma":0.007677575,"domain_scores_codex":[0.9994337,0.0001769558,0.00002765393,0.00007286076,0.00007254818,0.0002163017],"domain_scores_gemma":[0.9970831,0.0004239294,0.0009665976,0.0001760657,0.0002018047,0.001148443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002230916,0.0002025268,0.9599646,0.0000685301,0.00006282022,0.0006758345,0.008865799,0.0005917026,0.0005718,0.003019244,0.0008363226,0.02491781],"study_design_scores_gemma":[0.000005688905,0.0001343297,0.9848133,0.00003327241,0.00001162329,0.0002818561,0.01188225,0.0002331725,0.00007805773,0.001258443,0.001255097,0.00001287996],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982222,0.0001023668,0.0000830897,0.0002665332,0.000005522164,0.000008436594,0.00004715033,0.000002071637,0.001262811],"genre_scores_gemma":[0.9998185,0.00003642389,0.00002339297,0.00002515568,0.000004373887,0.000003068326,0.00002164283,4.787879e-7,0.00006702279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003962812,"threshold_uncertainty_score":0.007879496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02935203649294981,"score_gpt":0.2664648193756779,"score_spread":0.2371127828827281,"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."}}