{"id":"W4401404420","doi":"10.5539/jsd.v17n5p30","title":"The Role of Artificial Intelligence in Achieving the United Nations Sustainable Development Goals","year":2024,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bunge (Canada)","funders":"","keywords":"Sustainable development; Transformative learning; Poverty; Sustainability; Corporate governance; Business; Economic growth; Economics; Sociology; Political science; Management; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01505383,0.0006500795,0.0004379379,0.003186195,0.003286735,0.01425141,0.0009787485,0.003119225,0.00381598],"category_scores_gemma":[0.01999207,0.0002521845,0.0004855821,0.00350621,0.01169303,0.0131182,0.006684871,0.005375308,0.0008464935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004650656,"about_ca_system_score_gemma":0.009279663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006267214,"about_ca_topic_score_gemma":0.007157013,"domain_scores_codex":[0.9873723,0.007216012,0.0003955103,0.0007014733,0.003584292,0.000730438],"domain_scores_gemma":[0.9794026,0.01468637,0.001120519,0.001642051,0.002361652,0.000786823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002245903,0.0000454353,0.004178108,0.0003538378,0.0000359358,0.0001051414,0.001768638,0.002134665,0.0002439836,0.8402807,0.02475467,0.1260763],"study_design_scores_gemma":[0.000006038074,0.00003422264,0.003772606,0.001807866,0.00001958375,0.000148635,0.004602469,0.003567578,0.0005525467,0.6428568,0.3425839,0.00004766442],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03020289,0.08583708,0.04222026,0.2708329,0.002005124,0.0001719325,0.0004039861,0.0001758258,0.56815],"genre_scores_gemma":[0.8089656,0.08590078,0.06091391,0.02460466,0.001600458,0.0004087019,0.0004082149,0.0001577056,0.01703987],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01505383,"threshold_uncertainty_score":0.07961321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0104013013318027,"score_gpt":0.2253749348885408,"score_spread":0.2149736335567381,"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."}}