{"id":"W2807329439","doi":"10.5539/jsd.v11n3p166","title":"A Three-Dimensional Evaluation Model of National Fragility Based on Dynamic Weighting","year":2018,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Water Resources and Sustainability","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fragility; Weighting; Measure (data warehouse); Econometrics; Adaptability; Computer science; Analytic hierarchy process; Entropy (arrow of time); Economics; Mathematics; Operations research; Data mining","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":[0.002106006,0.001162324,0.0006175098,0.00347491,0.0007964973,0.002509234,0.001393317,0.0009519418,0.003307272],"category_scores_gemma":[0.003872038,0.0003580358,0.001377151,0.003762499,0.000840552,0.003784835,0.001758225,0.0007071994,0.0003840031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002643126,"about_ca_system_score_gemma":0.001556952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01411373,"about_ca_topic_score_gemma":0.007399318,"domain_scores_codex":[0.9978213,0.0007339475,0.0001619725,0.000384156,0.000677012,0.0002215178],"domain_scores_gemma":[0.9986519,0.0003865985,0.0001741302,0.00008782966,0.0006113203,0.0000881539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006975782,0.00008795773,0.007308979,0.0001590409,0.0001057399,0.0001738641,0.0004096895,0.8781543,0.00184182,0.04580542,0.001820653,0.06406283],"study_design_scores_gemma":[0.000007754976,0.00003630688,0.001191831,0.00001670657,0.00002328427,0.00004510478,0.000120239,0.9839369,0.0003352096,0.01304333,0.001215514,0.00002772657],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04571769,0.0002379417,0.9395189,0.000355169,0.00004947215,0.0001762461,0.0003356351,0.0003254463,0.0132835],"genre_scores_gemma":[0.8575436,0.0005201961,0.1346477,0.00007271431,0.00002923583,0.0006926737,0.0005675857,0.00006120327,0.005865063],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01411373,"threshold_uncertainty_score":0.02806312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01628280882619844,"score_gpt":0.2514756020872054,"score_spread":0.235192793261007,"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."}}