{"id":"W2094767503","doi":"10.1155/2015/369102","title":"The Application of Advanced Materials on the Water or Wastewater Treatment","year":2015,"lang":"en","type":"article","venue":"Journal of Chemistry","topic":"Water Quality Monitoring and Analysis","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Chemistry; Wastewater; Sewage treatment; Environmental chemistry; Waste management","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":[0.0002722234,0.0004847923,0.0003892193,0.0007413692,0.0003052057,0.001035241,0.0004009989,0.0009413263,0.003214499],"category_scores_gemma":[0.0002295043,0.0001807134,0.0002788763,0.0004260104,0.0005377633,0.001055588,0.0007060489,0.0006592611,0.001367624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003056419,"about_ca_system_score_gemma":0.0002288704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001319493,"about_ca_topic_score_gemma":0.0003082032,"domain_scores_codex":[0.9997624,0.00002893872,0.00001529998,0.00003898236,0.0001256409,0.00002881749],"domain_scores_gemma":[0.999933,0.00002782787,0.00001214662,0.000006131403,0.00001439633,0.000006504363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001604337,0.0002016256,0.0008820061,0.00419252,0.00004821295,0.0004951656,0.0002032805,0.001166923,0.4857284,0.03336971,0.01782049,0.4557311],"study_design_scores_gemma":[0.00001266271,0.0006435406,0.001522883,0.0003234119,0.00003382001,0.001135106,0.0001351983,0.00130976,0.2543427,0.008390074,0.73212,0.00003083399],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1081256,0.6964168,0.0312169,0.004989531,0.008365412,0.0002498963,0.0003745386,0.000425711,0.1498355],"genre_scores_gemma":[0.3219402,0.5678219,0.03590886,0.002367327,0.005087214,0.000111709,0.0004320969,0.00009976165,0.06623097],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003214499,"threshold_uncertainty_score":0.01075357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02541364324488705,"score_gpt":0.266942869689934,"score_spread":0.2415292264450469,"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."}}