{"id":"W2065973969","doi":"10.1002/cjce.5450810366","title":"A Novel Countercurrent Fixed Bed Reactor","year":2003,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Heat and Mass Transfer in Porous Media","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Countercurrent exchange; Pressure drop; Materials science; Trickle-bed reactor; Volumetric flow rate; Liquid flow; Electromagnetic coil; Mechanics; Spiral (railway); Chromatography; Catalysis; Chemistry; Thermodynamics; Mechanical engineering; Engineering; Physics; Electrical engineering","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":[0.0004322104,0.0007141213,0.0008140641,0.0006926704,0.0003551012,0.0008751424,0.002593317,0.00108444,0.001382106],"category_scores_gemma":[0.0002845394,0.000439321,0.0004608879,0.0003630167,0.0003729135,0.0008834739,0.000389553,0.0007778555,0.001030937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006363119,"about_ca_system_score_gemma":0.000603724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009778645,"about_ca_topic_score_gemma":0.0008984476,"domain_scores_codex":[0.9994572,0.00004806064,0.00002903409,0.0001809117,0.0002328121,0.00005194652],"domain_scores_gemma":[0.9997928,0.00003576004,0.00003564588,0.00003290771,0.00005953313,0.00004339756],"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":[0.0004369194,0.0001793209,0.0005396202,0.0004722833,0.00003458247,0.0002653649,0.00003436955,0.001414543,0.9507784,0.002440277,0.0009921008,0.04241221],"study_design_scores_gemma":[0.0001873245,0.001004442,0.00169604,0.00003021563,0.00008314407,0.001480125,0.00001432289,0.03689078,0.922892,0.0003366786,0.0352963,0.00008853662],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5437799,0.0106456,0.4251614,0.0005575116,0.001646247,0.0008899949,0.0006486829,0.00408892,0.01258179],"genre_scores_gemma":[0.7174519,0.002380491,0.2682006,0.0002491504,0.0002338554,0.0003359886,0.0006948077,0.0000599227,0.01039328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002593317,"threshold_uncertainty_score":0.004623652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01183510011082341,"score_gpt":0.1863631670525629,"score_spread":0.1745280669417395,"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."}}