{"id":"W4285586819","doi":"10.1002/cjce.24543","title":"Modelling and gas–solid mixing characterization in the jiggled bed reactor ( <scp>JBR</scp> )","year":2022,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Granular flow and fluidized beds","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Mixing (physics); Piston (optics); Acceleration; Microreactor; Pyrolysis; Volume (thermodynamics); Compressed air; Rod; Composite material; Chemical engineering; Mechanical engineering; Nuclear engineering; Mechanics; Chemistry; Catalysis; Engineering; Thermodynamics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0005470114,0.0006047468,0.000694464,0.0003610266,0.0004627163,0.0008306923,0.0005525837,0.0009773863,0.001024376],"category_scores_gemma":[0.0005632804,0.0004260259,0.0007079226,0.0002377649,0.0003736927,0.0004564442,0.0002565645,0.0004085119,0.0003039612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009471046,"about_ca_system_score_gemma":0.0007890904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02182447,"about_ca_topic_score_gemma":0.008964228,"domain_scores_codex":[0.9998235,0.00004266787,0.0000118429,0.0000402904,0.00004923211,0.0000325234],"domain_scores_gemma":[0.999817,0.0001090658,0.00001990377,0.00001241584,0.00002948879,0.00001229729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002202388,0.0001266001,0.002632862,0.0001639338,0.00001703838,0.000126597,0.00008075088,0.918262,0.07168163,0.0004743673,0.0001540139,0.006059904],"study_design_scores_gemma":[0.00002019102,0.00009227031,0.0008793393,0.000004280192,0.000004786234,0.00001001586,0.00001298087,0.9866853,0.01205694,0.00005378303,0.0001700408,0.00001003726],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9446153,0.0002093166,0.051271,0.0001104487,0.00002358749,0.0001318365,0.0003555093,0.0004161764,0.002866899],"genre_scores_gemma":[0.9886044,0.00009880096,0.01009382,0.00001032649,0.000002247146,0.00006653024,0.0001938277,0.00002274321,0.0009073447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02182447,"threshold_uncertainty_score":0.04339486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008251628264577204,"score_gpt":0.1682498851279255,"score_spread":0.1599982568633483,"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."}}