{"id":"W3146697966","doi":"10.2175/106143009x12445568399811","title":"Water Reclamation and Reuse","year":2009,"lang":"en","type":"article","venue":"Water Environment Research","topic":"Wastewater Treatment and Reuse","field":"Environmental Science","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Reuse; Land reclamation; Electrodialysis; Waste management; Environmental science; Water quality; Reclaimed water; Water treatment; Process (computing); Environmental engineering; Engineering; Environmental planning; Computer science; Chemistry; Membrane","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007581146,0.0001492076,0.0001123163,0.0000729396,0.0002988753,0.00008056852,0.0003105969,0.00008294322,0.004397346],"category_scores_gemma":[0.000005994819,0.00007672884,0.00003060098,0.0000434866,0.0002624048,0.0002809138,0.0006248339,0.0001937815,0.007622488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001851135,"about_ca_system_score_gemma":0.00000106705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005667102,"about_ca_topic_score_gemma":0.000003403443,"domain_scores_codex":[0.9979371,0.0001577804,0.0001674703,0.0004358287,0.0006250489,0.000676796],"domain_scores_gemma":[0.999199,0.00001477172,0.000009274871,0.0006169524,0.00000253013,0.000157428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005202792,0.0002320413,0.01304463,0.00000479432,0.00001116174,0.00004248531,0.003559494,0.000143318,0.9732512,0.0000267805,0.003805764,0.005826306],"study_design_scores_gemma":[0.0006201657,0.0004284788,0.03146935,0.000007849019,0.000009946494,0.00001437388,0.00007554257,0.00007818989,0.8876786,0.00593275,0.07345267,0.000232137],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841421,0.00002348997,0.00001169296,0.008764623,0.00002236099,0.0003124773,8.841464e-7,0.00003051381,0.006691884],"genre_scores_gemma":[0.9816949,0.0001613173,0.0006106268,0.00008534422,0.00004437309,0.0000245326,0.00003300935,0.00001299666,0.01733285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08557265,"threshold_uncertainty_score":0.9965128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03255997607566892,"score_gpt":0.2770354004436781,"score_spread":0.2444754243680092,"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."}}