{"id":"W2379781051","doi":"","title":"Application of Centrifugal Air Floating Degrease Technology in Coking Ammonia Water Treatment System","year":2001,"lang":"en","type":"article","venue":"Shandong Metallurgy","topic":"Water Quality Monitoring Technologies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Ammonia; Waste management; Ammonia production; Environmental science; Centrifugal pump; Engineering; Petroleum engineering; Process engineering; Chemistry; Mechanical engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0003133322,0.0001826514,0.00031083,0.0001984126,0.00007322604,0.00001071568,0.0003215277,0.0001540597,0.00002885055],"category_scores_gemma":[0.00003499727,0.0001341061,0.00006139075,0.0004241537,0.0001729885,0.0001661428,0.0002448788,0.0001007613,0.000147158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005841319,"about_ca_system_score_gemma":0.000005617277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002623288,"about_ca_topic_score_gemma":0.0001932808,"domain_scores_codex":[0.9985163,0.00006663032,0.0004131487,0.0003748664,0.0002188643,0.0004102564],"domain_scores_gemma":[0.9993317,0.00003322011,0.0001172896,0.0004652168,0.00001010882,0.00004254041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00009332462,0.0003416523,0.4845285,0.00005551813,0.00005743421,0.0001010212,0.0004843385,0.006123659,0.4531626,0.001380936,0.00000429761,0.0536667],"study_design_scores_gemma":[0.001303989,0.0001341287,0.02236949,0.00006419097,0.00004037397,0.00004109715,0.0005432554,0.002722415,0.9684096,0.0007220783,0.003378408,0.0002710001],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947242,0.00004471406,0.00358509,0.000364666,0.00008509631,0.0003608768,0.000001794457,0.000336057,0.0004975468],"genre_scores_gemma":[0.9961872,0.00001395885,0.003551319,0.000005523511,0.00002293029,0.0000936674,0.00000776159,0.00001675936,0.0001009409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5152469,"threshold_uncertainty_score":0.5468686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01557876886952576,"score_gpt":0.2363312564537071,"score_spread":0.2207524875841813,"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."}}