{"id":"W2063177157","doi":"10.1504/ijep.2008.020790","title":"Biosorption of chlorophenols: a review","year":2008,"lang":"en","type":"review","venue":"International Journal of Environment and Pollution","topic":"Adsorption and biosorption for pollutant removal","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biosorption; Environmental chemistry; Environmental science; Water pollution; Environmental engineering; Chemistry; Environmental protection; Ecology; Biology; Adsorption; Sorption; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002631921,0.0002575701,0.0007880665,0.0001718992,0.00003636138,0.00001069476,0.0003562389,0.0001613826,0.002118926],"category_scores_gemma":[0.00003750036,0.0001922871,0.0005097614,0.0001122384,0.000263658,0.0002214569,0.0001543655,0.000238479,0.0001927921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002967931,"about_ca_system_score_gemma":0.00003197276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008523024,"about_ca_topic_score_gemma":6.01512e-7,"domain_scores_codex":[0.9976813,0.0001127882,0.001100996,0.0001931343,0.0007817355,0.000130008],"domain_scores_gemma":[0.9980125,0.00002364829,0.001705309,0.0001376839,0.00001876422,0.0001020645],"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":[0.00002214541,0.0001156732,0.00003038934,0.0006663069,0.0001664565,0.00002423756,0.00002970918,0.000009292488,0.0001337124,0.00007137135,0.003630781,0.9950999],"study_design_scores_gemma":[0.0002321703,0.0001068256,0.0001418989,0.006275415,0.0002405479,0.001425774,0.000004365156,0.000005550366,0.00001145458,0.00004898088,0.9913329,0.0001741427],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001435921,0.9981093,0.0001748954,0.0002715768,0.0004269775,0.0002251915,0.00005830194,0.000005532799,0.0005846153],"genre_scores_gemma":[0.0007435792,0.9981577,0.0003255976,0.0001377271,0.0002070795,0.000003154831,0.00002780367,0.00001700841,0.0003803692],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9949258,"threshold_uncertainty_score":0.9987932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02623502753361524,"score_gpt":0.2903614613515458,"score_spread":0.2641264338179306,"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."}}