{"id":"W2139423169","doi":"10.1002/aic.14492","title":"A novel fluidized and induction heated microreactor for catalyst testing","year":2014,"lang":"en","type":"article","venue":"AIChE Journal","topic":"Granular flow and fluidized beds","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal; Western University","funders":"Natural Sciences and Engineering Research Council of Canada; University of Guelph","keywords":"Microreactor; Fluidization; Fluidized bed; Materials science; Heat transfer; Catalysis; Endothermic process; Chemical engineering; Chemistry; Mechanics; Engineering; Adsorption; Organic chemistry","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":[0.001200148,0.0009203759,0.0009986659,0.00076223,0.0004447219,0.0005500129,0.001471368,0.0008657182,0.00219406],"category_scores_gemma":[0.001284191,0.0005261956,0.0003393726,0.0003152156,0.0007020212,0.0008104097,0.000592077,0.0005546184,0.0005954264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008209993,"about_ca_system_score_gemma":0.00110545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001207946,"about_ca_topic_score_gemma":0.001498247,"domain_scores_codex":[0.9987645,0.0001675058,0.0000769212,0.0002391446,0.0006443347,0.0001075341],"domain_scores_gemma":[0.9993468,0.0002367522,0.00009826753,0.0001043509,0.0001309089,0.0000828715],"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":[0.0002097354,0.00006937255,0.0007979471,0.0001170332,0.000008344923,0.00009213027,0.00005455957,0.001105357,0.9790828,0.0004554195,0.0002899352,0.01771748],"study_design_scores_gemma":[0.00008692094,0.0008242807,0.002327793,0.00001582312,0.00001876927,0.0003134591,0.00002329189,0.03859477,0.9521223,0.0001728878,0.005435635,0.00006407266],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4426815,0.001480105,0.5402928,0.0003575122,0.0002806004,0.001059514,0.001063614,0.009714841,0.003069444],"genre_scores_gemma":[0.6648012,0.0003631836,0.330867,0.0001118122,0.00003807378,0.0005612634,0.0003794973,0.0001305753,0.002747463],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00219406,"threshold_uncertainty_score":0.007339835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02031249585598006,"score_gpt":0.2115739582351451,"score_spread":0.191261462379165,"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."}}