{"id":"W1967503602","doi":"10.1002/cjce.5450790619","title":"Air stripping effect in a chemostat","year":2001,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Chemostat; Stripping (fiber); Dilution; Aeration; Substrate (aquarium); Air stripping; Process (computing); Chemistry; Control theory (sociology); Materials science; Environmental engineering; Environmental science; Thermodynamics; Computer science; Biology; Ecology; Wastewater; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002341771,0.0003846359,0.0004498355,0.0001896055,0.0002580042,0.0005663459,0.0003700885,0.0003123379,0.001004919],"category_scores_gemma":[0.0005674891,0.0001916625,0.0001926795,0.0001729465,0.000387154,0.0002880171,0.0003478117,0.000476828,0.0002410992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002565273,"about_ca_system_score_gemma":0.0003520439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009396941,"about_ca_topic_score_gemma":0.0006785745,"domain_scores_codex":[0.9997057,0.00004765861,0.00002562833,0.00005777823,0.0001101154,0.00005303778],"domain_scores_gemma":[0.9992886,0.0003356238,0.0001391168,0.00007032186,0.00009209204,0.00007423206],"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":[0.0002069849,0.00002862365,0.0002664573,0.00005438625,0.000005124542,0.00007281177,0.00002356764,0.0003505105,0.9974244,0.00009420556,0.00003221268,0.001440721],"study_design_scores_gemma":[0.000007733655,0.000187721,0.0007704292,0.000003666034,0.000005773039,0.00002828514,0.00001054441,0.001285001,0.9970815,0.00001666875,0.0005984664,0.000004189809],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962963,0.0006366849,0.001742002,0.00007072645,0.00003519149,0.00001590528,0.00009979137,0.0001565026,0.0009468636],"genre_scores_gemma":[0.9968072,0.0003101601,0.0020125,0.00002804599,0.000006622127,0.000009507785,0.00006454949,0.00001625434,0.0007451702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001004919,"threshold_uncertainty_score":0.003361762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006141493602376046,"score_gpt":0.1948976660710931,"score_spread":0.1887561724687171,"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."}}