{"id":"W4403073672","doi":"10.1002/cjce.25515","title":"Evaluating the efficacy of palm waste in adsorption processes for wastewater treatment: A review","year":2024,"lang":"en","type":"review","venue":"The Canadian Journal of Chemical Engineering","topic":"Adsorption and biosorption for pollutant removal","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institut Teknologi Sepuluh Nopember","keywords":"Palm; Wastewater; Adsorption; Waste management; Sewage treatment; Environmental science; Engineering; Chemistry","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":[0.0009589166,0.00121921,0.00189122,0.004468482,0.0003440214,0.001217007,0.0008209578,0.001119979,0.001991143],"category_scores_gemma":[0.0009457952,0.0005532673,0.00111208,0.00498178,0.0003814048,0.001300285,0.0005864836,0.0008494026,0.0008881294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006306586,"about_ca_system_score_gemma":0.001667605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002756977,"about_ca_topic_score_gemma":0.003482172,"domain_scores_codex":[0.9996129,0.00004940708,0.00006204132,0.00007050479,0.0001688861,0.00003625256],"domain_scores_gemma":[0.9993128,0.0002998482,0.0001190956,0.00001622398,0.0002209372,0.00003111095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001134571,0.0001533541,0.0004117923,0.1163727,0.0004258686,0.0002361767,0.0001316422,0.001101928,0.01161147,0.002684635,0.008777604,0.8579793],"study_design_scores_gemma":[0.00003203985,0.0004934871,0.002917615,0.01723466,0.001175757,0.001446708,0.0002213954,0.0005299763,0.01269058,0.00142679,0.9617454,0.00008568995],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004737526,0.9986091,0.0001666226,0.00006637309,0.00005967745,0.000007539877,0.00002519121,0.00000486307,0.0005870113],"genre_scores_gemma":[0.001879461,0.9975054,0.0002179703,0.00004762947,0.00002796616,0.00000758063,0.00002860526,0.000001516775,0.0002839829],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004468482,"threshold_uncertainty_score":0.006661057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05648711809778264,"score_gpt":0.319371656345587,"score_spread":0.2628845382478044,"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."}}