{"id":"W2888508058","doi":"10.1080/19475705.2018.1480535","title":"Challenges for reconstruction after <i>M<sub>w</sub></i>7.8 Gorkha earthquake: a study on a devastated area of Nepal","year":2018,"lang":"en","type":"article","venue":"Geomatics Natural Hazards and Risk","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Bureaucracy; Livelihood; Government (linguistics); Politics; Political science; Hydropower; Corporate governance; Economic growth; Public administration; Public relations; Business; Geography; Engineering; Economics; Finance; Law; Agriculture","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":[0.0005300433,0.0001246604,0.0001863274,0.00009317912,0.0003376275,0.00006105757,0.0001178728,0.00006744971,0.000007627575],"category_scores_gemma":[0.0001455511,0.00009315641,0.00006137466,0.0001645017,0.0003679089,0.0001420975,0.0000457495,0.00009416766,0.000006748207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001509642,"about_ca_system_score_gemma":0.00003846226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007513493,"about_ca_topic_score_gemma":0.004051965,"domain_scores_codex":[0.9988661,0.0001185869,0.0002279602,0.0002379542,0.0002943098,0.0002550885],"domain_scores_gemma":[0.9993376,0.0001399498,0.0001544139,0.0001489487,0.0001536968,0.00006545788],"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":[0.0002540425,0.0001658368,0.01028184,0.00005777532,0.00009415555,0.000002435811,0.02326906,0.000001904418,0.00008456634,0.0006741108,0.000216638,0.9648976],"study_design_scores_gemma":[0.003426417,0.003549919,0.8636307,0.000459023,0.0004530415,0.00000586639,0.1052413,0.003734135,0.001331783,0.01236531,0.00495429,0.0008482803],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955996,0.0004304904,0.00008345025,0.0001809065,0.0005653508,0.000665875,0.00001507252,0.00003666796,0.002422583],"genre_scores_gemma":[0.9983491,0.0008404497,0.000399523,0.00002245724,0.0001770331,0.00003114134,0.000001630827,0.000008025555,0.0001706195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9640493,"threshold_uncertainty_score":0.3798808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0189675315886217,"score_gpt":0.2820620043618173,"score_spread":0.2630944727731956,"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."}}