{"id":"W2911815992","doi":"10.1002/9783527611119.ch6","title":"Reactors","year":2007,"lang":"en","type":"other","venue":"","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Continuous stirred-tank reactor; Trickle-bed reactor; Fluidized bed; Exothermic reaction; Nozzle; Combustor; Sparging; Supercritical fluid; Materials science; Chemical reactor; Packed bed; Fluidization; Draft tube; Chemistry; Waste management; Chemical engineering; Chromatography; Catalysis; Thermodynamics; Combustion","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001127902,0.001414303,0.001176337,0.001719048,0.001528224,0.00515919,0.003054125,0.002819135,0.4960244],"category_scores_gemma":[0.002016884,0.001000366,0.001291436,0.001809717,0.0005027037,0.005181468,0.003333146,0.002462628,0.3901791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001603547,"about_ca_system_score_gemma":0.001975523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002988785,"about_ca_topic_score_gemma":0.003005204,"domain_scores_codex":[0.998645,0.000146454,0.00008047526,0.0002869717,0.0006756058,0.0001655248],"domain_scores_gemma":[0.9992771,0.0001232793,0.00003161953,0.0002098202,0.0002875304,0.00007077039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001335133,0.0001223582,0.0003095492,0.0006344463,0.00001946205,0.0001440381,0.0001904915,0.0009961211,0.002580661,0.0513674,0.6139173,0.3295846],"study_design_scores_gemma":[0.00000812099,0.00001505001,0.00009577763,0.00007274671,0.000003717061,0.00005336952,0.00002693239,0.0001695047,0.0008313611,0.001817192,0.9968983,0.00000788993],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001245302,0.005701273,0.03012833,0.002590845,0.006484311,0.0005232373,0.01028154,0.01060132,0.9324439],"genre_scores_gemma":[0.008195978,0.004499164,0.02000924,0.001764872,0.000648833,0.0003677967,0.01355775,0.002425825,0.9485304],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4960244,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01050934083164007,"score_gpt":0.2376546477018782,"score_spread":0.2271453068702381,"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."}}