{"id":"W4399129456","doi":"10.18280/ijsdp.190510","title":"Unveiling Research Trends on the Sustainable Development Goals: A Systematic Bibliometric Review","year":2024,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainable development; Bibliometrics; Systematic review; Regional science; Management science; Engineering ethics; Environmental planning; Political science; Sociology; Geography; Computer science; Engineering; Library science; MEDLINE","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":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.05972767,0.00135038,0.005924654,0.2446142,0.00248598,0.008404918,0.002125756,0.001590969,0.003161957],"category_scores_gemma":[0.1933498,0.001250108,0.005365617,0.2104767,0.002653338,0.009626686,0.00492698,0.001128619,0.0005634674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006280432,"about_ca_system_score_gemma":0.03686558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009606412,"about_ca_topic_score_gemma":0.0230851,"domain_scores_codex":[0.939482,0.01492087,0.02465274,0.003416099,0.01646771,0.001060517],"domain_scores_gemma":[0.7494461,0.1835475,0.02833718,0.006991003,0.0297514,0.001926815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002039323,0.0001072766,0.05160148,0.6535978,0.008870877,0.0006690957,0.006749467,0.0008604183,0.001208223,0.005819542,0.01011341,0.2601985],"study_design_scores_gemma":[0.0001891918,0.0003945263,0.1377034,0.6194261,0.04176785,0.001432557,0.0191603,0.0019081,0.00204425,0.007480834,0.168135,0.0003578252],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.06883118,0.8746669,0.009409702,0.007264988,0.001023037,0.006712512,0.02216929,0.00028624,0.009636238],"genre_scores_gemma":[0.2311085,0.7197828,0.0235919,0.001266464,0.0006367881,0.008230504,0.01435421,0.0001170952,0.0009117221],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7553859,"threshold_uncertainty_score":0.3158739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0512984180882271,"score_gpt":0.339007191875776,"score_spread":0.2877087737875489,"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."}}