{"id":"W2559158076","doi":"10.1016/j.jenvman.2016.11.045","title":"A novel continuous two-phase partitioning bioreactor operated with polymeric tubing: Performance validation for enhanced biological removal of toxic substrates","year":2016,"lang":"en","type":"article","venue":"Journal of Environmental Management","topic":"Membrane Separation Technologies","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Bioreactor; Substrate (aquarium); Chemistry; Biodegradation; Bioremediation; Chromatography; Polymer; Aqueous two-phase system; Chemical engineering; Aqueous solution; Contamination; Organic chemistry","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":[0.0002802373,0.0001708823,0.0002503851,0.00008639343,0.00007965262,0.00002055296,0.0002434637,0.00004867872,0.000593188],"category_scores_gemma":[0.00002036076,0.0001040384,0.0000652568,0.0001485194,0.0002987089,0.0004277126,0.00008902976,0.00006326812,0.00002382304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001815048,"about_ca_system_score_gemma":0.000005625217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003799692,"about_ca_topic_score_gemma":0.000001115135,"domain_scores_codex":[0.9986636,0.00002730242,0.0005337186,0.0002257693,0.0003191775,0.0002304196],"domain_scores_gemma":[0.9991427,0.00005115817,0.0005598916,0.00017584,0.000008878467,0.00006149749],"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":[0.0003957194,0.0004160781,0.002236792,0.00001042476,0.00005787987,0.00001134782,0.00004567917,0.0005460926,0.9724051,0.0000615205,0.00002342575,0.02378993],"study_design_scores_gemma":[0.004112174,0.001858445,0.01477663,0.00008579525,0.00005109139,0.0000892782,0.0003540548,0.0001262512,0.9777225,0.00003618444,0.0006090899,0.0001785401],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814302,0.000040972,0.01740005,0.0001482928,0.00006048933,0.000401083,0.00001881942,0.00002019994,0.0004798686],"genre_scores_gemma":[0.9887806,0.0001940827,0.01067601,0.00002809678,0.00002130536,0.00002585449,0.000007971244,0.00001328304,0.000252836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02361139,"threshold_uncertainty_score":0.6494992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01824476437928584,"score_gpt":0.2475962796739253,"score_spread":0.2293515152946395,"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."}}