{"id":"W2993220559","doi":"10.6000/1929-6037.2019.08.02","title":"Melamine-Ceramic Membrane for Oily Wastewater Treatment","year":2019,"lang":"en","type":"article","venue":"Journal of Membrane and Separation Technology","topic":"Melamine detection and toxicity","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Melamine; Ceramic membrane; Wastewater; Membrane; Ceramic; Chemistry; Pulp and paper industry; Waste management; Organic chemistry; Engineering; Biochemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001256706,0.0002376718,0.0002168023,0.0002282027,0.0002607012,0.0003030895,0.0002785483,0.0004381968,0.0005310271],"category_scores_gemma":[0.00011009,0.0001082918,0.0003320673,0.00018794,0.0001305056,0.0002602772,0.0002219956,0.0003526497,0.0003129104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003619753,"about_ca_system_score_gemma":0.0002922734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001046375,"about_ca_topic_score_gemma":0.002887207,"domain_scores_codex":[0.9999063,0.000009752238,0.000007925323,0.00001978203,0.0000346403,0.00002163391],"domain_scores_gemma":[0.9999568,0.000005164469,0.00001041753,0.000002553447,0.00001598192,0.000009125863],"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":[0.00004126645,0.00001553282,0.0001187279,0.0001314166,0.000005863476,0.00005669134,0.000008433811,0.00009029845,0.9970805,0.00008811892,0.00002632217,0.00233685],"study_design_scores_gemma":[0.000006721466,0.0001322646,0.001053123,0.000006153727,0.00001481029,0.0002314083,0.00001978337,0.000920293,0.9949333,0.00002391148,0.002652331,0.000005773905],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758217,0.005661762,0.01496561,0.0002052842,0.00008383244,0.00008461573,0.000240787,0.0001415791,0.002794918],"genre_scores_gemma":[0.983952,0.002249444,0.01042987,0.00005028497,0.000007273477,0.00002739414,0.000147227,0.000008274235,0.003128348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001046375,"threshold_uncertainty_score":0.002626359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0137053907373621,"score_gpt":0.2472844130937639,"score_spread":0.2335790223564018,"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."}}