{"id":"W4387384920","doi":"10.1504/ijesd.2023.133827","title":"Highly cited articles in life cycle assessment research in 21st century: a systematic and visualised analysis","year":2023,"lang":"en","type":"article","venue":"International Journal of Environment and Sustainable Development","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Systematic review; Life-cycle assessment; Political science; MEDLINE; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.01092204,0.0007451724,0.001505197,0.1412942,0.001204765,0.006001757,0.0008248551,0.0006504497,0.005641834],"category_scores_gemma":[0.05133684,0.0003668516,0.001575897,0.1381742,0.0009055755,0.00323732,0.002983395,0.0005000381,0.0008796251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001857128,"about_ca_system_score_gemma":0.005262607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003643812,"about_ca_topic_score_gemma":0.008416411,"domain_scores_codex":[0.9866524,0.002898354,0.003722097,0.0009505801,0.005212945,0.0005635331],"domain_scores_gemma":[0.9197532,0.05457073,0.01270155,0.002014519,0.01008727,0.000872833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007285175,0.0001332857,0.1189035,0.1654315,0.002088049,0.002589876,0.02405646,0.001554774,0.01114648,0.01278046,0.02597024,0.6346169],"study_design_scores_gemma":[0.0001293904,0.000537237,0.4201206,0.08732115,0.005221901,0.005380938,0.04508917,0.002821218,0.008530254,0.0132519,0.4112239,0.0003723735],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5513209,0.2711222,0.01830398,0.0056636,0.001419821,0.003678884,0.1013653,0.001446933,0.0456784],"genre_scores_gemma":[0.7598598,0.132194,0.06147335,0.0005351231,0.0005408066,0.003381392,0.03313105,0.0003675291,0.008516983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8587058,"threshold_uncertainty_score":0.05776197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01931167228972412,"score_gpt":0.3175219240163095,"score_spread":0.2982102517265853,"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."}}