{"id":"W2017401121","doi":"10.1016/j.ijheatmasstransfer.2012.11.054","title":"Liquid–solid mass and heat transfer behavior of a concentric tube airlift reactor","year":2013,"lang":"en","type":"article","venue":"International Journal of Heat and Mass Transfer","topic":"Fluid Dynamics and Mixing","field":"Engineering","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lakehead University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Airlift; Mass transfer; Materials science; Limiting current; Scrubber; Heat transfer; Chemical engineering; Electrochemistry; Diffusion; Chromatography; Thermodynamics; Waste management; Chemistry; Bioreactor; Electrode","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003184659,0.0003133848,0.0005221912,0.000408619,0.0005735374,0.0004683229,0.0006987852,0.0005654856,0.002114384],"category_scores_gemma":[0.0007078309,0.0002286832,0.0003608699,0.0001638859,0.0007814923,0.0005274492,0.0003054086,0.000384382,0.0003628994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004813697,"about_ca_system_score_gemma":0.0003944581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002544268,"about_ca_topic_score_gemma":0.0008393971,"domain_scores_codex":[0.9998109,0.00003326081,0.000009129788,0.00004810265,0.00006733312,0.00003131807],"domain_scores_gemma":[0.9996307,0.0001858907,0.00005460364,0.00002508415,0.00006054629,0.00004317428],"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":[0.003991514,0.0003888819,0.00787846,0.000156084,0.00005349939,0.0007102535,0.0004694682,0.0730409,0.8945035,0.001948893,0.0005994139,0.01625911],"study_design_scores_gemma":[0.0001264637,0.001720215,0.01196425,0.00001498976,0.00003870962,0.0002271097,0.0001699519,0.5159037,0.4685343,0.000385777,0.0008667132,0.00004792268],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967437,0.00007242132,0.002154745,0.00005808489,0.0000092646,0.000007239871,0.00003641817,0.0001235642,0.0007945978],"genre_scores_gemma":[0.9991133,0.00001693997,0.0004208572,0.000005488235,0.000002974883,0.000003182022,0.00002501862,0.00000971824,0.0004024663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002544268,"threshold_uncertainty_score":0.007073343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006192715401397266,"score_gpt":0.2165016965104539,"score_spread":0.2103089811090566,"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."}}