{"id":"W3033592975","doi":"10.5539/jms.v10n1p174","title":"Assessing Countries Sustainability: A Group Multicriteria Decision Making Methodology Approach","year":2020,"lang":"en","type":"article","venue":"Journal of Management and Sustainability","topic":"Multi-Criteria Decision Making","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Group decision-making; Analytic hierarchy process; Computer science; Sustainable development; Cluster analysis; Benchmark (surveying); Fuzzy logic; Management science; Environmental economics; Operations research; Economics; Mathematics; Artificial intelligence; Geography; Political science","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":[0.01192405,0.001378995,0.001550936,0.005008328,0.001148334,0.003738875,0.001788446,0.001532527,0.00277612],"category_scores_gemma":[0.01022263,0.0005052162,0.001973071,0.003879155,0.001440846,0.00204335,0.002106745,0.001491614,0.0003128723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002833184,"about_ca_system_score_gemma":0.003520344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002622972,"about_ca_topic_score_gemma":0.002620998,"domain_scores_codex":[0.9890782,0.008188933,0.000429649,0.0006948558,0.001286792,0.0003214208],"domain_scores_gemma":[0.9945044,0.003895894,0.0005160515,0.0001823704,0.0007351384,0.0001660799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001284934,0.000259321,0.003664189,0.0007931864,0.0006210202,0.0002688445,0.001531144,0.700941,0.001959452,0.1638238,0.00174156,0.124268],"study_design_scores_gemma":[0.00004197225,0.0002052027,0.0006586204,0.0001609305,0.0001109774,0.00006704096,0.0007504635,0.8636445,0.0008580552,0.1293669,0.00408866,0.00004670569],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01277755,0.0002899598,0.9825146,0.0003609596,0.00004319183,0.0004428604,0.00007792062,0.00006060402,0.003432488],"genre_scores_gemma":[0.2007222,0.0004114383,0.7969247,0.0001127795,0.00005036706,0.0008803296,0.0001056102,0.00002234735,0.0007702945],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01192405,"threshold_uncertainty_score":0.06306112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2054630555272809,"score_gpt":0.468512774150632,"score_spread":0.263049718623351,"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."}}