{"id":"W3120972278","doi":"10.1021/acs.iecr.0c04895","title":"Prediction of Temperature and Concentration Profiles in an Industrial Polymerization Fluidized Bed Reactor under Condensed-Mode Operation","year":2021,"lang":"en","type":"article","venue":"Industrial & Engineering Chemistry Research","topic":"Granular flow and fluidized beds","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Bubble; Fluidized bed; Polymerization; Thermodynamics; Volumetric flow rate; Flow (mathematics); Phase (matter); Heat transfer; Materials science; Chemistry; Mechanics; Polymer; Physics; Organic chemistry","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":[0.0002843845,0.000509695,0.0003839127,0.0002128833,0.0002012341,0.0004011436,0.0004160298,0.0006647301,0.0002466337],"category_scores_gemma":[0.0004833386,0.0002609757,0.0004528558,0.0001746835,0.0002386702,0.000400778,0.0001751218,0.0004298575,0.00009541592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006334094,"about_ca_system_score_gemma":0.0004378782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00947136,"about_ca_topic_score_gemma":0.003287542,"domain_scores_codex":[0.9999104,0.00001837418,0.000003863968,0.00002447368,0.00002778669,0.00001521415],"domain_scores_gemma":[0.9998155,0.0001048285,0.00002458387,0.00001121841,0.00003337983,0.00001058043],"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":[0.0002288041,0.0001287805,0.006147371,0.00008436311,0.00001751266,0.000119783,0.00006067841,0.9093167,0.07574212,0.0003896026,0.00008331618,0.007680965],"study_design_scores_gemma":[0.000006040005,0.00004306853,0.0006066641,9.8155e-7,0.00000242847,0.000004303849,0.000004934595,0.9852012,0.01405397,0.00003606884,0.00003680322,0.000003573659],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.965246,0.00009852208,0.03375347,0.00004371557,0.000006885283,0.00001999196,0.00007913905,0.0001378869,0.0006144045],"genre_scores_gemma":[0.9967713,0.00005016044,0.002921876,0.000002893689,9.642673e-7,0.00001081413,0.00004789895,0.000005548864,0.0001885721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00947136,"threshold_uncertainty_score":0.01883245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06903580564193783,"score_gpt":0.2946196036835277,"score_spread":0.2255837980415898,"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."}}