{"id":"W4242505846","doi":"10.1016/s0015-1882(03)00610-4","title":"Wastewater treatment specialist acquired","year":2003,"lang":"en","type":"article","venue":"Filtration & Separation","topic":"Land Use and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wastewater; Filtration (mathematics); Business; Waste management; Sewage treatment; Engineering; Environmental science; Operations management; Environmental engineering; Mathematics; Statistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001258455,0.0006789672,0.0006243435,0.001424453,0.002171967,0.00231583,0.0008684914,0.001899597,0.5838167],"category_scores_gemma":[0.003375611,0.0004091417,0.0006206021,0.001103901,0.0002885877,0.001048622,0.002799802,0.001342293,0.2010173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002210659,"about_ca_system_score_gemma":0.01015674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00891858,"about_ca_topic_score_gemma":0.0320322,"domain_scores_codex":[0.9981255,0.0001565233,0.00009905118,0.0002323867,0.0009741677,0.000412454],"domain_scores_gemma":[0.9957187,0.0001751321,0.00012291,0.0001934967,0.00207014,0.001719791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006273776,0.00007632094,0.0004561711,0.0001443279,0.000002883672,0.0003504192,0.00005425494,0.00002125594,0.001185238,0.0004051398,0.9438862,0.05335509],"study_design_scores_gemma":[0.00003256779,0.00009547053,0.001788676,0.00004334484,0.000003896488,0.0004955287,0.0001180015,0.00003524576,0.0003524758,0.0001190786,0.9969111,0.000004645438],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009003404,0.004616322,0.001368421,0.04688335,0.01248058,0.0006541376,0.007659735,0.001772033,0.9155621],"genre_scores_gemma":[0.006842518,0.001450312,0.0002749139,0.005559237,0.000964291,0.00004937332,0.002148306,0.0001708693,0.9825401],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4161833,"threshold_uncertainty_score":0.593635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04247439680155062,"score_gpt":0.3321783560020782,"score_spread":0.2897039592005276,"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."}}