{"id":"W2101674699","doi":"10.1080/09593330.2011.599429","title":"Optimization of an adsorption process for tetrafluoroborate removal by zirconium (IV)-loaded orange waste gel from aqueous solution","year":2011,"lang":"en","type":"article","venue":"Environmental Technology","topic":"Fluoride Effects and Removal","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Adsorption; Endothermic process; Aqueous solution; Zirconium; Sorption; Chemistry; Langmuir adsorption model; Nuclear chemistry; Inorganic chemistry; Chromatography; Organic chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002219894,0.000417791,0.0004629459,0.0001737804,0.0001851821,0.0004110445,0.0002737974,0.0004997308,0.0005910373],"category_scores_gemma":[0.0002118983,0.0001672442,0.0003971678,0.0001831555,0.0001688088,0.0003005803,0.0001752992,0.0003568458,0.0002786397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002645598,"about_ca_system_score_gemma":0.0003536226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001268691,"about_ca_topic_score_gemma":0.002230184,"domain_scores_codex":[0.9998382,0.00002564703,0.00001387825,0.00003544103,0.00005182913,0.00003494358],"domain_scores_gemma":[0.9999429,0.00001578417,0.00001583638,0.000005280125,0.00001341546,0.000006668341],"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":[0.00003307033,0.00001487846,0.00004249008,0.00003835223,0.000002539134,0.00001059606,0.000007870856,0.0001071361,0.9990626,0.00001370907,0.00000512529,0.0006616426],"study_design_scores_gemma":[0.00001140086,0.0001991776,0.0007739196,0.000003349728,0.00001227675,0.00003690147,0.0000142801,0.0007712304,0.9976406,0.0000115281,0.0005205584,0.000004728462],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989169,0.0007710428,0.009101767,0.00004790068,0.00001912908,0.00008435398,0.0001302832,0.00006463168,0.0006120203],"genre_scores_gemma":[0.9760275,0.001062153,0.02117024,0.00003263936,0.000009066113,0.0001152131,0.0002502295,0.00003531405,0.001297628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001268691,"threshold_uncertainty_score":0.002522588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01066349618067944,"score_gpt":0.2076850908570588,"score_spread":0.1970215946763794,"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."}}