{"id":"W3036201512","doi":"10.1016/j.watres.2020.115988","title":"Nature-based solutions as enablers of circularity in water systems: A review on assessment methodologies, tools and indicators","year":2020,"lang":"en","type":"review","venue":"Water Research","topic":"Water-Energy-Food Nexus Studies","field":"Environmental Science","cited_by":131,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Horizon 2020 Framework Programme; Javna Agencija za Raziskovalno Dejavnost RS; Ministerio de Economía y Competitividad; Generalitat de Catalunya; Centres de Recerca de Catalunya; Canadian Institute for Advanced Research","keywords":"Water infrastructure; Water sector; Environmental science; Environmental resource management; Component (thermodynamics); Water resources; Environmental planning; Computer science; Risk analysis (engineering); Business; Environmental engineering; Water supply","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0085407,0.0004768089,0.002042944,0.0005005994,0.0002496532,0.00007996872,0.0008798201,0.0004934686,0.0002626121],"category_scores_gemma":[0.0004676438,0.0002562796,0.0002495309,0.0008229226,0.000662808,0.000133682,0.002042622,0.001958643,0.000227412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001155915,"about_ca_system_score_gemma":0.0001554304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001402025,"about_ca_topic_score_gemma":0.00007045318,"domain_scores_codex":[0.9896008,0.005842539,0.0008927723,0.001046758,0.001464583,0.001152597],"domain_scores_gemma":[0.9983989,0.0004600861,0.0001303449,0.000770977,0.00003479236,0.0002048983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008137122,0.001011659,0.0003052238,0.3106025,0.001368288,0.001268513,0.001073475,0.000119692,0.001351703,0.008853806,0.01361192,0.6603518],"study_design_scores_gemma":[0.0001896511,0.0002820776,0.00004314657,0.01872739,0.0001514374,0.00001347516,0.00004901665,0.000007552486,0.00058946,0.001458566,0.9781032,0.0003850958],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003835213,0.9877341,0.00002834257,0.001058035,0.0001071347,0.002162014,0.00009797909,0.00003370941,0.008740317],"genre_scores_gemma":[0.003513372,0.9943772,0.0003093997,0.0001547321,0.00003235165,0.001143777,0.000179965,0.00005398393,0.0002352203],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9644912,"threshold_uncertainty_score":0.9999889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3258261205568286,"score_gpt":0.4609823420323155,"score_spread":0.1351562214754869,"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."}}