{"id":"W4398242279","doi":"10.1016/j.heliyon.2024.e31794","title":"Does economic complexity help in achieving environmental sustainability? New empirical evidence from N-11 countries","year":2024,"lang":"en","type":"article","venue":"Heliyon","topic":"Economic and Technological Innovation","field":"Economics, Econometrics and Finance","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Energy Council of Canada; World Bank Group","keywords":"Sustainability; Empirical evidence; Sustainability science; Sustainability organizations; Natural resource economics; Economics; Ecology; Biology; Philosophy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.002158047,0.000272014,0.0003342818,0.001745177,0.0003467098,0.001514045,0.000253187,0.000353798,0.00194168],"category_scores_gemma":[0.006345966,0.0001193148,0.0005347772,0.00291891,0.001056426,0.001844087,0.001446454,0.0006614513,0.0001333559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006434231,"about_ca_system_score_gemma":0.0006682765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008882963,"about_ca_topic_score_gemma":0.01148857,"domain_scores_codex":[0.9991937,0.0003152435,0.00007591951,0.0001411776,0.0001259193,0.0001480419],"domain_scores_gemma":[0.9891585,0.005422061,0.003892371,0.0005744331,0.0005831117,0.000369623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002479536,0.0001355523,0.9239514,0.0005051504,0.0006199788,0.001460072,0.001414588,0.008486091,0.0002637049,0.01518239,0.002258281,0.04547489],"study_design_scores_gemma":[0.00001959956,0.00008539888,0.9743498,0.0004023532,0.0003586061,0.0001908186,0.004992041,0.003296429,0.0004507809,0.003244249,0.0125828,0.00002715007],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832118,0.00421917,0.0006956115,0.0008995827,0.0000237305,0.000010228,0.0003606222,0.00000538559,0.01057379],"genre_scores_gemma":[0.9978001,0.001499589,0.0001370101,0.00006756154,0.00001432507,0.000002949025,0.0002184575,0.0000020031,0.0002581524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008882963,"threshold_uncertainty_score":0.01766253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08362026972256592,"score_gpt":0.2785311786245732,"score_spread":0.1949109089020072,"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."}}