{"id":"W2793213850","doi":"10.1080/00986445.2017.1412307","title":"Selective adsorption of water from aqueous butanol solution using canola-meal-based biosorbents","year":2018,"lang":"en","type":"article","venue":"Chemical Engineering Communications","topic":"Adsorption and biosorption for pollutant removal","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Mitacs; Saskatchewan Canola Development Commission; Western Grains Research Foundation","keywords":"Adsorption; Chemistry; Aqueous solution; Butanol; Nuclear chemistry; Chromatography; Organic chemistry; Ethanol","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":[0.00008491631,0.0001430632,0.0001435216,0.00005623955,0.0001008516,0.00001336021,0.0004466661,0.000126196,0.0006216285],"category_scores_gemma":[0.0000427832,0.0001283254,0.00007703432,0.0002499374,0.0003268222,0.0001145708,0.000258553,0.000172583,0.0002467742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003163146,"about_ca_system_score_gemma":0.00001465635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005982064,"about_ca_topic_score_gemma":0.00002452488,"domain_scores_codex":[0.9990558,0.00003014799,0.0002803707,0.0002034135,0.000197144,0.000233145],"domain_scores_gemma":[0.9991091,0.00004101814,0.00007710793,0.0006449989,0.0000378343,0.00008996011],"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":[0.00001270036,0.00007872655,0.0003409528,0.000004011069,0.00001302825,9.286545e-8,0.00009993134,0.0008791221,0.9980835,0.00002920542,0.00004637378,0.0004123635],"study_design_scores_gemma":[0.000214558,0.00001971268,0.0006876842,0.00002423947,0.0000186716,0.00000273879,0.000005813683,0.2734104,0.7242724,0.00006215791,0.001141598,0.0001400259],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761032,0.00002986419,0.02263975,0.0002491341,0.00009135333,0.0001546586,0.00004956316,0.0001351589,0.000547305],"genre_scores_gemma":[0.9806184,0.000005543984,0.01912058,0.00005644266,0.00004680886,0.000007992267,0.00009847552,0.00001941122,0.00002637002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2738111,"threshold_uncertainty_score":0.6806396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01857305580639365,"score_gpt":0.238312658253221,"score_spread":0.2197396024468273,"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."}}