{"id":"W2944186058","doi":"10.1002/ep.13253","title":"Efficient adsorption of Cd(ІІ) ions from aqueous media onto a semi‐interpenetrating bio‐composite","year":2019,"lang":"en","type":"article","venue":"Environmental Progress & Sustainable Energy","topic":"Adsorption and biosorption for pollutant removal","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Aqueous solution; Langmuir adsorption model; Polyacrylonitrile; Adsorption; Sorbent; Nuclear chemistry; Fourier transform infrared spectroscopy; Desorption; Chemistry; Materials science; Polymer chemistry; Chemical engineering; Physical chemistry; Organic chemistry; Polymer","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002068317,0.0003881642,0.0003651929,0.00008936282,0.0001577398,0.00005625861,0.0004145306,0.0001957559,0.009799383],"category_scores_gemma":[0.00001185373,0.0003606376,0.0002102256,0.0002752595,0.0004857559,0.000218434,0.0005667839,0.0002015142,0.000591896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007399531,"about_ca_system_score_gemma":0.00001991076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001157666,"about_ca_topic_score_gemma":0.00007569668,"domain_scores_codex":[0.9970555,0.0001241104,0.0005790031,0.0007284613,0.0007944896,0.0007183813],"domain_scores_gemma":[0.9988155,0.00006616887,0.0003562278,0.0005054455,0.000007425233,0.0002491769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003602599,0.001478345,0.1176495,0.00004406582,0.0001089203,0.0000849292,0.001350933,0.02052406,0.8244038,0.001412937,0.0004206911,0.03216152],"study_design_scores_gemma":[0.007441065,0.001715241,0.4129328,0.0003561929,0.0003300807,0.0002108576,0.01888315,0.1364796,0.3073786,0.002733354,0.1075498,0.003989174],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941919,0.0006922966,0.0003791304,0.0001012652,0.0002228845,0.0003829674,0.00008388094,0.00009627827,0.003849414],"genre_scores_gemma":[0.9942231,0.00005328192,0.0006887054,0.0001393838,0.00008041114,0.0000371613,0.0002215767,0.00004896546,0.004507392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5170252,"threshold_uncertainty_score":0.9998845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003303783943849913,"score_gpt":0.1882852043161394,"score_spread":0.1849814203722895,"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."}}