{"id":"W4388194194","doi":"","title":"Sludge Characterization of an Industrial Wastewater Treatment Plant, Iran","year":2013,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Wastewater Treatment and Reuse","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sewage treatment; Wastewater; Environmental science; Waste management; Characterization (materials science); Activated sludge; Environmental engineering; Engineering; Materials science; Nanotechnology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002804958,0.0003149652,0.0005558482,0.0002493671,0.0001552602,0.0005005183,0.001309326,0.0001394108,0.03483647],"category_scores_gemma":[0.00001539427,0.0002164507,0.0001293337,0.0003797949,0.0001540811,0.003436803,0.0005108753,0.0001312141,0.0001648636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001681491,"about_ca_system_score_gemma":0.0000230648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00307037,"about_ca_topic_score_gemma":0.00007539926,"domain_scores_codex":[0.9978831,0.0002094792,0.0006775949,0.0003895859,0.0004909808,0.0003491925],"domain_scores_gemma":[0.9986005,0.00004596233,0.0005863287,0.0004733115,0.00002263848,0.0002712408],"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":[0.00009874869,0.0004666579,0.3547293,0.000006130442,0.00007700428,0.00001072948,0.0002912563,0.00004688648,0.6379181,0.000001459175,0.001414005,0.004939729],"study_design_scores_gemma":[0.001007207,0.00007076558,0.4901243,0.00006465159,0.00006415979,0.00000829024,0.00004080509,0.00006423268,0.506003,0.0001730958,0.002148899,0.0002306309],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969752,0.0001035557,0.000003408571,0.0001287564,0.0003593821,0.0008114933,0.0001003513,0.00002233976,0.00149547],"genre_scores_gemma":[0.9974404,0.0006910357,0.00008209889,0.00004408832,0.0001452243,0.00006421148,0.0001563194,0.00003567918,0.001340959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.135395,"threshold_uncertainty_score":0.9660458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2288454987371865,"score_gpt":0.4479649820109388,"score_spread":0.2191194832737523,"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."}}