{"id":"W2605618526","doi":"10.1002/ceat.201700073","title":"Offshore Floating Packed‐Bed Reactors: Key Challenges and Potential Solutions","year":2017,"lang":"en","type":"article","venue":"Chemical Engineering & Technology","topic":"Heat and Mass Transfer in Porous Media","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Helmholtz-Zentrum Dresden-Rossendorf; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Packed bed; Pressure drop; Saturation (graph theory); Mechanics; Submarine pipeline; Porous medium; Porosity; Materials science; Geology; Chemistry; Geotechnical engineering; 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":[0.001668679,0.0005855297,0.0007871872,0.0003589229,0.0005412563,0.002225287,0.001596208,0.00208522,0.004701573],"category_scores_gemma":[0.000955629,0.0003084036,0.0004387086,0.0005601101,0.0009603107,0.002498738,0.001214743,0.001338359,0.001363541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005689074,"about_ca_system_score_gemma":0.001717975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009231006,"about_ca_topic_score_gemma":0.001945675,"domain_scores_codex":[0.9996314,0.00008386288,0.00001898301,0.00007442074,0.0001110478,0.00008029582],"domain_scores_gemma":[0.9994872,0.000148526,0.00006562989,0.00003865637,0.0001611682,0.00009874036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005542769,0.0008828532,0.003408537,0.007805123,0.0001807769,0.001994009,0.0003907888,0.04440605,0.1193038,0.0587965,0.02735291,0.7349243],"study_design_scores_gemma":[0.0003299795,0.005793314,0.006693179,0.002874073,0.0002807419,0.002832056,0.009395473,0.1352698,0.116566,0.1453064,0.5742862,0.0003726914],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2042673,0.428391,0.2413281,0.08689754,0.002889301,0.0003581963,0.0007179221,0.0009175063,0.0342332],"genre_scores_gemma":[0.5321865,0.2739453,0.1720941,0.002661511,0.00176798,0.0004460143,0.0009027316,0.00008044217,0.01591535],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004701573,"threshold_uncertainty_score":0.01572835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01463524881793739,"score_gpt":0.205877012714395,"score_spread":0.1912417638964576,"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."}}