{"id":"W2087199376","doi":"10.1002/cjce.5450800111","title":"Analysis of flux decline during ultrafiltration of sugarcane juice (Limed) using cross flow cell","year":2002,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Sugarcane Cultivation and Processing","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ultrafiltration (renal); Chemistry; Flux (metallurgy); Sucrose; Chromatography; Osmotic pressure; Flow (mathematics); Porosity; Analytical Chemistry (journal); Food science; Biochemistry; Organic chemistry; Mechanics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000217224,0.00008567697,0.0002246161,0.00007086992,0.00007081548,0.00003508967,0.0002264011,0.00006140365,0.0005570386],"category_scores_gemma":[0.0001713139,0.00003867266,0.0001430702,0.0007721325,0.00005579981,0.0001002588,0.000008728325,0.0001520697,4.298253e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005617108,"about_ca_system_score_gemma":0.00002811422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001081927,"about_ca_topic_score_gemma":0.00052433,"domain_scores_codex":[0.999148,0.00001601549,0.0004047639,0.0000715194,0.000185145,0.0001745192],"domain_scores_gemma":[0.9992203,0.0001389508,0.0002275552,0.00004123072,0.0001953657,0.0001765856],"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":[0.00000603433,0.000008139943,0.003758036,0.00001782051,0.00005628599,0.000002567073,0.0002088212,0.06419942,0.9308016,0.000003380277,0.000006000564,0.0009318751],"study_design_scores_gemma":[0.0001725188,0.00002414273,0.01656139,0.00006040604,0.0001645087,0.00002656701,0.00004541102,0.1242617,0.8584629,0.000007450187,0.0000976671,0.0001153719],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993646,0.0002849055,0.00003224908,0.0001500644,0.00004690816,0.00002644443,0.00001422603,0.000004044208,0.00007661746],"genre_scores_gemma":[0.9995376,0.000003122819,0.000289901,0.00002420046,0.0001111755,2.546697e-7,0.000006775079,0.000001425417,0.00002556328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07233874,"threshold_uncertainty_score":0.6099182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02122243398505732,"score_gpt":0.2059520687067104,"score_spread":0.1847296347216531,"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."}}