{"id":"W1978420309","doi":"10.1002/cjce.20314","title":"A novel three‐phase airlift reactor without circulation of solids","year":2010,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Fluid Dynamics and Mixing","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Airlift; Sparging; Fluidized bed; Mechanics; Circulation (fluid dynamics); Phase (matter); Materials science; Three-phase; Chromatography; Chemistry; Waste management; Engineering; Bioreactor; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003386498,0.0004555343,0.0007732729,0.0003770787,0.0003597049,0.0006889878,0.001365797,0.0006808995,0.001037498],"category_scores_gemma":[0.000220155,0.0003115417,0.0004623699,0.0002063959,0.0003732931,0.0006929404,0.0004432846,0.0006734036,0.0007446273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003073607,"about_ca_system_score_gemma":0.0005117116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004519359,"about_ca_topic_score_gemma":0.0004207412,"domain_scores_codex":[0.9995227,0.00003700347,0.00002508756,0.0001387248,0.0002338167,0.00004269687],"domain_scores_gemma":[0.9998265,0.00003188471,0.00004203274,0.00002392171,0.00003677843,0.00003881914],"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":[0.000331296,0.0001615536,0.0007067455,0.0002058111,0.00001369254,0.0001894824,0.00004717625,0.002409885,0.9633967,0.001040665,0.0003256091,0.03117138],"study_design_scores_gemma":[0.0002686396,0.002242526,0.003184067,0.00002088515,0.00005804579,0.001170153,0.00003219711,0.08866342,0.8909854,0.0004311941,0.01287312,0.00007042179],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6182505,0.0009106359,0.3744256,0.0001966113,0.0002329728,0.0002444081,0.0001752726,0.002926107,0.002637862],"genre_scores_gemma":[0.8533631,0.0002454442,0.1434567,0.00006530587,0.00007604095,0.0001315006,0.0002585055,0.00006006013,0.002343302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001365797,"threshold_uncertainty_score":0.003470838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007143249558540176,"score_gpt":0.1927780448976785,"score_spread":0.1856347953391383,"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."}}