{"id":"W2806794141","doi":"10.1002/jctb.5725","title":"Modelling and experimental investigation of the adsorption breakthrough behaviors of Pd (II) and Cu (II) by ETA microspheres","year":2018,"lang":"en","type":"article","venue":"Journal of Chemical Technology & Biotechnology","topic":"Adsorption and biosorption for pollutant removal","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada; Memorial University of Newfoundland","keywords":"Epichlorohydrin; Adsorption; Thiourea; Langmuir adsorption model; Bimetallic strip; Breakthrough curve; Metal; Metal ions in aqueous solution; Chemistry; Materials science; Kinetics; Packed bed; Phase (matter); Volumetric flow rate; Chemical engineering; Chromatography; Thermodynamics; Physical chemistry; Polymer chemistry; 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0001559084,0.000152255,0.0002966241,0.0001057882,0.00009505231,0.000004331368,0.0003468689,0.0007046809,0.0001013105],"category_scores_gemma":[0.00003350186,0.0001113262,0.00007249833,0.0004155988,0.004517252,0.0001258891,0.0005316134,0.0004024117,0.000001855572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006247336,"about_ca_system_score_gemma":0.00001263951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002929677,"about_ca_topic_score_gemma":0.000002705442,"domain_scores_codex":[0.9988272,0.00002183907,0.0005489778,0.0002171103,0.0002024916,0.0001824159],"domain_scores_gemma":[0.9990634,0.00001229307,0.0006255284,0.0002137741,0.00003622756,0.00004879308],"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":[0.00004296564,0.00008209459,0.003703439,0.000004138433,0.00001475325,5.164578e-7,0.0001189371,0.000005126136,0.9936023,0.0004353865,0.0003181786,0.001672123],"study_design_scores_gemma":[0.0004864174,0.0005265425,0.0002002777,0.00003778703,0.00003332525,0.0003384993,0.0002035525,0.0004277811,0.9936713,0.00308859,0.000883433,0.0001024844],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959657,0.0004905645,0.0003546388,0.002936513,0.00007215844,0.0001080725,0.000009328752,0.00003364329,0.00002938703],"genre_scores_gemma":[0.9960784,0.0001366542,0.00365013,0.00006686579,0.00001677567,0.000001400829,8.593852e-7,0.000009810597,0.00003910856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004422199,"threshold_uncertainty_score":0.9981919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008344260022977031,"score_gpt":0.224702934465822,"score_spread":0.216358674442845,"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."}}