{"id":"W2027540140","doi":"10.1021/ie990604f","title":"Entrance Effect and Gas-Film Mass-Transfer Coefficient in a Large-Diameter Packed Column","year":2000,"lang":"en","type":"article","venue":"Industrial & Engineering Chemistry Research","topic":"Heat and Mass Transfer in Porous Media","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Ryerson University","keywords":"Mass transfer; Packed bed; Mass transfer coefficient; Volumetric flow rate; Chemistry; Analytical Chemistry (journal); Materials science; Mechanics; Thermodynamics; Chromatography; Physics","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":[0.0002824773,0.0001951913,0.0002831592,0.0001537312,0.0002175114,0.0004408977,0.0002620321,0.0002003024,0.0006903684],"category_scores_gemma":[0.0005888784,0.0002252657,0.0002068264,0.000115076,0.000323833,0.0003999463,0.0002367842,0.0003359149,0.0002394786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004554437,"about_ca_system_score_gemma":0.0002537312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002108389,"about_ca_topic_score_gemma":0.002480339,"domain_scores_codex":[0.9998367,0.00002437824,0.000006167946,0.00003723982,0.00004474117,0.00005078908],"domain_scores_gemma":[0.9995682,0.0002554324,0.00005285458,0.00001857578,0.00004970383,0.00005523482],"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":[0.0002825632,0.0000255482,0.001394579,0.00003768742,0.000004387892,0.00004386953,0.00005780725,0.0005681849,0.9955219,0.00003820841,0.00001805863,0.002007267],"study_design_scores_gemma":[0.00002425994,0.0006912919,0.01833741,0.000005102921,0.00002338373,0.0001018068,0.00006345666,0.004716617,0.9757142,0.00002964978,0.0002785131,0.00001433857],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983462,0.0001226651,0.001244866,0.00001013523,0.000002790579,0.000005334807,0.0000202275,0.00003828681,0.0002095536],"genre_scores_gemma":[0.9983168,0.0001073215,0.001155056,0.00001105883,0.000002792989,0.000004503644,0.00006456967,0.000008238437,0.0003297499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002108389,"threshold_uncertainty_score":0.004192233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02221858105595345,"score_gpt":0.267425363503884,"score_spread":0.2452067824479305,"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."}}