{"id":"W2897557493","doi":"10.1139/er-2018-0069","title":"Suitability maps for managed aquifer recharge: a review of multi-criteria decision analysis studies","year":2018,"lang":"en","type":"review","venue":"Environmental Reviews","topic":"Groundwater and Watershed Analysis","field":"Environmental Science","cited_by":114,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"West Anhui University","keywords":"Multiple-criteria decision analysis; Groundwater recharge; Geographic information system; Computer science; Context (archaeology); Decision analysis; Decision support system; Site selection; Data mining; Database; Data science; Aquifer; Operations research; Geography; Groundwater; Remote sensing; Engineering; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004574079,0.00101251,0.006445839,0.0002465659,0.0002054587,0.00003184746,0.001073689,0.0002619333,0.003195772],"category_scores_gemma":[0.0004496661,0.0006772107,0.00472959,0.001164273,0.0005789394,0.0002494659,0.0008777943,0.0002621876,0.001994377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009124521,"about_ca_system_score_gemma":0.00001039387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002617398,"about_ca_topic_score_gemma":0.00004048967,"domain_scores_codex":[0.9930273,0.00108473,0.003017169,0.001611648,0.0006387801,0.000620373],"domain_scores_gemma":[0.9960532,0.0003563614,0.001448974,0.001920409,0.00000472021,0.0002163366],"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":[0.000009016793,0.0002884483,0.0003248911,0.05373769,0.001730856,0.00000303185,0.00009898061,2.411013e-7,0.000006423605,4.721837e-7,0.0159459,0.9278541],"study_design_scores_gemma":[0.0001781111,0.00008424287,0.00007673106,0.02755493,0.01801668,0.000004651161,0.0000185592,0.00001376794,0.000005016666,0.00005834684,0.9533665,0.0006224495],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002028677,0.9939209,0.001497433,0.00002045364,0.0002010732,0.003940549,0.0002874325,0.00002186917,0.00008998714],"genre_scores_gemma":[0.000008824678,0.9848856,0.01091329,0.0002086013,0.00007619123,0.001073599,0.001034745,0.00007498949,0.001724122],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9374206,"threshold_uncertainty_score":0.9995679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1111696309127939,"score_gpt":0.3953808817119663,"score_spread":0.2842112507991724,"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."}}