{"id":"W4253423274","doi":"10.5004/dwt.2019.24472","title":"Current and future opportunities for renewable integrated desalination systems in the Brazilian semiarid region","year":2019,"lang":"en","type":"article","venue":"Desalination and Water Treatment","topic":"Water-Energy-Food Nexus Studies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Renewable energy; Desalination; Current (fluid); Environmental science; Natural resource economics; Engineering; 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":[],"consensus_categories":[],"category_scores_codex":[0.0004868669,0.0001957645,0.0001482221,0.0004962398,0.0004040312,0.0008432179,0.0004645835,0.0002164326,0.002264307],"category_scores_gemma":[0.00060905,0.00007563749,0.0002201884,0.001002576,0.0003674816,0.000494027,0.0004628526,0.0001218488,0.0001309831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001413485,"about_ca_system_score_gemma":0.001828142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0505309,"about_ca_topic_score_gemma":0.08567514,"domain_scores_codex":[0.9998199,0.00005139201,0.00001293223,0.00002148633,0.00005666631,0.00003758435],"domain_scores_gemma":[0.9995633,0.00006201387,0.00007907594,0.000035163,0.0002113929,0.0000490153],"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":[0.000507922,0.0003425003,0.1956009,0.003887548,0.0002537575,0.00163479,0.002375812,0.02355158,0.1413534,0.0627438,0.005327958,0.56242],"study_design_scores_gemma":[0.00007715473,0.000725871,0.5765159,0.001175751,0.0003436597,0.001339195,0.01321749,0.02769361,0.02831902,0.01515193,0.3353437,0.00009673642],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8813654,0.02557492,0.01364023,0.00404369,0.00006102936,0.0001240527,0.00113985,0.0002216143,0.07382933],"genre_scores_gemma":[0.9908321,0.004588649,0.003153096,0.00005893849,0.000007321592,0.00001419834,0.0001683231,0.000005725269,0.001171584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0505309,"threshold_uncertainty_score":0.1004736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03461405097686741,"score_gpt":0.24023880256956,"score_spread":0.2056247515926926,"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."}}