{"id":"W2761983578","doi":"10.1039/c7gc02806g","title":"Imidazolium-based polyionic liquid absorbents for bioproduct recovery","year":2017,"lang":"en","type":"article","venue":"Green Chemistry","topic":"Enzyme Catalysis and Immobilization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Chemistry; Ionic liquid; Chemical engineering; Organic chemistry; Engineering; Catalysis","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":[],"consensus_categories":[],"category_scores_codex":[0.0001392156,0.0001617663,0.0001405002,0.00001290993,0.0002785785,0.00006349391,0.0004137642,0.0001872431,0.00005117834],"category_scores_gemma":[0.0002051463,0.0001631084,0.0001705526,0.00002502242,0.00008745252,0.000008094575,0.00009963592,0.00005404948,0.00001002468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001961272,"about_ca_system_score_gemma":0.00009589858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003049384,"about_ca_topic_score_gemma":0.00001106111,"domain_scores_codex":[0.9990164,0.000006327361,0.0001840844,0.0004603155,0.00009772939,0.0002351591],"domain_scores_gemma":[0.9985023,0.000005569358,0.0001934089,0.001103778,0.0001201642,0.00007480929],"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":[0.0002043439,0.00004696807,0.0004690044,0.00008590444,0.00003987551,5.692256e-7,0.000002696943,0.00002948629,0.9959391,0.000002092145,0.002151568,0.001028343],"study_design_scores_gemma":[0.0006023489,0.0001054475,0.0005562181,0.00001904317,0.00002989557,0.000003285151,0.00000709878,0.0000867808,0.9790686,0.00002162446,0.01929107,0.0002085366],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961496,0.0004339039,0.001020799,0.000425994,0.0001606978,0.0001779994,0.0001010189,0.00001750642,0.001512502],"genre_scores_gemma":[0.99247,0.00005354339,0.0002544097,0.0001543758,0.0007054023,0.00005952077,0.001166027,0.00003336624,0.0051034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0171395,"threshold_uncertainty_score":0.6651366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01498185340455073,"score_gpt":0.2662873153499521,"score_spread":0.2513054619454014,"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."}}