{"id":"W6930767187","doi":"10.5281/zenodo.15705177","title":"Bringing sustainability: the role of the green economy in enhancing resource efficiency","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Radioactive contamination and transfer","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Green economy; Efficient energy use; Resource (disambiguation); China; Resource efficiency; Face (sociological concept); Sustainable development; Investment (military); Developing country","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01657233,0.0007773023,0.0009254584,0.001760117,0.00154658,0.006843298,0.0007432821,0.001279369,0.003975971],"category_scores_gemma":[0.01570646,0.0002173046,0.0008930222,0.001815176,0.00344832,0.004393897,0.002989844,0.001126793,0.0002252868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002811597,"about_ca_system_score_gemma":0.004591886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00208721,"about_ca_topic_score_gemma":0.004096356,"domain_scores_codex":[0.9841138,0.01296072,0.0002001627,0.0005915758,0.001741489,0.0003923167],"domain_scores_gemma":[0.9841594,0.01269059,0.001306207,0.0007981209,0.0007981186,0.0002475729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0008243867,0.001164238,0.04012901,0.005021761,0.001751635,0.0001551934,0.006866085,0.01276029,0.003773069,0.2294948,0.002804986,0.6952545],"study_design_scores_gemma":[0.0003525329,0.006696994,0.09617196,0.008647508,0.002091583,0.0003470237,0.04031129,0.02695507,0.03654535,0.6041582,0.1773569,0.0003656516],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6634275,0.0479154,0.1436225,0.02343135,0.0005733478,0.001445631,0.0004930755,0.0001191882,0.1189719],"genre_scores_gemma":[0.9517658,0.008807465,0.03368104,0.001508445,0.0001062201,0.0006394507,0.00005453045,0.00003298918,0.003404127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01657233,"threshold_uncertainty_score":0.08764386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005470526240733742,"score_gpt":0.1994868617752739,"score_spread":0.1940163355345401,"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."}}