{"id":"W2766822640","doi":"10.5539/jms.v7n4p51","title":"Assessment of the Sustainability of Countries at Worldwide","year":2017,"lang":"en","type":"article","venue":"Journal of Management and Sustainability","topic":"Multi-Criteria Decision Making","field":"Decision Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"TOPSIS; Ranking (information retrieval); Analytic hierarchy process; Sustainability; Multiple-criteria decision analysis; Preference; Ideal solution; Rank (graph theory); Sustainable development; Similarity (geometry); Order (exchange); Environmental economics; Computer science; Environmental resource management; Business; Operations research; Economics; Mathematics; Statistics; Ecology; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01714016,0.000175503,0.0006935553,0.0003070048,0.0005836936,0.0003339702,0.002105274,0.00006771921,0.0002072177],"category_scores_gemma":[0.01273165,0.000099961,0.0003612672,0.0002356349,0.001038003,0.0006467066,0.002166018,0.0002204348,5.377686e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005904997,"about_ca_system_score_gemma":0.0004028285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004246375,"about_ca_topic_score_gemma":0.00005364812,"domain_scores_codex":[0.9945107,0.0006181803,0.001875872,0.0003433356,0.002371728,0.0002802456],"domain_scores_gemma":[0.9885062,0.001487458,0.003199883,0.002064064,0.00463766,0.0001047155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002196346,0.0001469256,0.964387,0.000311185,0.00005522623,0.00002355963,0.0003602407,0.0002693925,0.000006168493,0.01225544,0.001175197,0.02079006],"study_design_scores_gemma":[0.0007048483,0.00007884512,0.8463704,0.00003719568,0.0000527076,0.000005446143,0.004868948,0.0004961985,0.00006606519,0.131567,0.01567244,0.00007990343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868952,0.0001707163,0.004070539,0.005119713,0.0004468705,0.0005914678,0.000006402758,0.000003171863,0.002695905],"genre_scores_gemma":[0.9963017,0.0000428075,0.0009182942,0.00004315492,0.00003555666,0.000003407563,8.535662e-8,0.000006382095,0.002648616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1193116,"threshold_uncertainty_score":0.9955845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05332888756885869,"score_gpt":0.4274186546066445,"score_spread":0.3740897670377858,"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."}}