{"id":"W3135784718","doi":"10.3390/molecules26051431","title":"Adsorption Studies of Waterborne Trihalomethanes Using Modified Polysaccharide Adsorbents","year":2021,"lang":"en","type":"article","venue":"Molecules","topic":"Water Treatment and Disinfection","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Health; University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; University of Saskatchewan","keywords":"Adsorption; Chemistry; Aqueous solution; Polymer; Chitosan; Polysaccharide; Selective adsorption; Chromatography; Monolayer; Chemical engineering; 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":[],"consensus_categories":[],"category_scores_codex":[0.00006334824,0.00009985278,0.0001447804,0.00003365995,0.00004391495,0.00001238358,0.00004710147,0.00003495047,0.0002363575],"category_scores_gemma":[0.00002610614,0.00008290258,0.00006190902,0.0001681066,0.00006960041,0.0001303463,0.00009083886,0.00002765906,0.00004535761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005812329,"about_ca_system_score_gemma":0.00000515339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002805191,"about_ca_topic_score_gemma":0.00004281987,"domain_scores_codex":[0.9992836,0.00005559343,0.0001566303,0.0001964169,0.0001678426,0.0001399896],"domain_scores_gemma":[0.9997435,0.00001681602,0.00005815769,0.0001331529,0.00001663923,0.00003169904],"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":[0.00001878126,0.0001163662,0.01306632,0.00001403387,0.00004658369,0.00001674621,0.0003730714,0.002296953,0.9828851,0.00004784331,0.00004164947,0.001076606],"study_design_scores_gemma":[0.0003943086,0.00003838184,0.01554468,0.00002269742,0.00005644753,0.00001040245,0.000225856,0.0006950023,0.9819267,0.0009620104,0.00002286685,0.0001006508],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979471,0.0003400733,0.0007098013,0.0000483999,0.0001066772,0.00006890036,0.000004250327,0.00002422277,0.0007505841],"genre_scores_gemma":[0.9985697,0.00006814981,0.000930945,0.00002755296,0.00001593532,0.000005943295,0.00001016575,0.00000868835,0.0003629775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002478356,"threshold_uncertainty_score":0.3380669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05435843883750633,"score_gpt":0.2968304232585209,"score_spread":0.2424719844210146,"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."}}