{"id":"W2129889212","doi":"10.1002/cjce.20486","title":"Removal of strontium and barium from aqueous solutions by adsorption onto expanded perlite","year":2011,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Adsorption and biosorption for pollutant removal","field":"Environmental Science","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Adsorption; Freundlich equation; Aqueous solution; Sorption; Langmuir; Langmuir adsorption model; Chemistry; Strontium; Barium; Thermodynamics; Inorganic chemistry; Physical chemistry; Organic 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001566081,0.00009360378,0.0001318976,0.00003638469,0.00004107393,0.00001461613,0.0001711112,0.00007039136,0.0006587485],"category_scores_gemma":[0.00004041967,0.00007189133,0.0000656446,0.00007803123,0.0001475344,0.000121085,0.00002410863,0.0001897018,0.000007604112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001580511,"about_ca_system_score_gemma":0.00003980174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005632186,"about_ca_topic_score_gemma":0.001008464,"domain_scores_codex":[0.9992961,0.00001398594,0.0002460215,0.00008337646,0.0001556106,0.0002048858],"domain_scores_gemma":[0.9994526,0.00001707425,0.0001040045,0.00009777514,0.00001535313,0.0003131885],"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":[0.00002383301,0.00001379153,0.0003598408,0.000003272299,0.00002782569,0.00001767172,0.000678921,0.0002489928,0.9960628,0.0002446124,0.0007144742,0.001604011],"study_design_scores_gemma":[0.0044469,0.000541409,0.03978171,0.0003772217,0.0005012594,0.007027098,0.0007287341,0.08530503,0.791231,0.003497818,0.06469984,0.001861947],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971898,0.0003930482,0.001367618,0.0002543993,0.0001236736,0.00004564746,0.00003177954,0.000007444499,0.0005865638],"genre_scores_gemma":[0.9984451,0.000006832748,0.001332787,0.00003969457,0.00006057683,4.403259e-7,0.000002943399,0.000008639987,0.0001029789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2048317,"threshold_uncertainty_score":0.8514218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01237792859518258,"score_gpt":0.1676341927839274,"score_spread":0.1552562641887449,"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."}}