{"id":"W2015996724","doi":"10.1504/ijbcrm.2013.056350","title":"Measuring small businesses disaster resiliency: case of small businesses impacted by the 2010 flood in Pakistan","year":2013,"lang":"en","type":"article","venue":"International Journal of Business Continuity and Risk Management","topic":"Supply Chain Resilience and Risk Management","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Business; Business continuity; Flood myth; Small business; Strengths and weaknesses; Social capital; Disaster recovery; Marketing; Sociology","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":[0.001077549,0.0003636073,0.0004938502,0.0008523104,0.0001870719,0.0007565339,0.0009577894,0.00008899366,0.0001660946],"category_scores_gemma":[0.0002176639,0.000242108,0.0001388153,0.0009734258,0.0002527138,0.001513147,0.0006263214,0.000304469,0.00001933472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007168855,"about_ca_system_score_gemma":0.00003520653,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0121159,"about_ca_topic_score_gemma":0.0038894,"domain_scores_codex":[0.9973702,0.00006238252,0.00117064,0.0003584718,0.0006385496,0.0003997546],"domain_scores_gemma":[0.996255,0.0001631184,0.00138155,0.0003408094,0.001821906,0.00003756079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009250951,0.001996751,0.3605956,0.00151283,0.001628206,0.003158686,0.001541775,0.01031038,0.0005604295,0.00441106,0.01331797,0.6000413],"study_design_scores_gemma":[0.005777924,0.00005085718,0.9396755,0.001333242,0.0007166122,0.0005277511,0.009880606,0.006676998,0.0001419469,0.005493503,0.02883926,0.0008857725],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876101,0.001245106,0.004922478,0.002557836,0.00140335,0.0006627631,0.00001637978,0.00002589121,0.001556069],"genre_scores_gemma":[0.9952078,0.002696253,0.000685838,0.0003596508,0.0005471156,0.00002967274,0.00001544844,0.00003229296,0.0004258585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5991555,"threshold_uncertainty_score":0.9944625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01500777850895483,"score_gpt":0.236278147380753,"score_spread":0.2212703688717982,"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."}}