{"id":"W2948550943","doi":"10.1002/cjce.23517","title":"Experimental methods in chemical engineering: Reactors—fluidized beds","year":2019,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Granular flow and fluidized beds","field":"Engineering","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Fluidization; Fluidized bed; Exothermic reaction; Materials science; Chemistry; Chemical engineering; Waste management; Engineering; Organic chemistry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002716513,0.00163832,0.001513249,0.001637819,0.0009670155,0.001727724,0.003622517,0.002495879,0.009260214],"category_scores_gemma":[0.002984226,0.001170308,0.0007021948,0.002365835,0.001726752,0.002422366,0.001924396,0.003534341,0.009498916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001474919,"about_ca_system_score_gemma":0.001374045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006831624,"about_ca_topic_score_gemma":0.0008981592,"domain_scores_codex":[0.996549,0.0007522008,0.0002670466,0.0006613193,0.001611325,0.0001589883],"domain_scores_gemma":[0.9985134,0.0004926816,0.0001712763,0.0004808127,0.0002629427,0.00007889629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007359796,0.002136752,0.001657215,0.01325156,0.0001788741,0.0004840053,0.0004115828,0.01915882,0.4053977,0.1502219,0.03763928,0.3687263],"study_design_scores_gemma":[0.0003653744,0.00141133,0.001501685,0.000865012,0.0001080505,0.0008014742,0.0001134435,0.03298996,0.4649723,0.02887633,0.4677463,0.000248822],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01190554,0.02353694,0.9400187,0.0008506487,0.002153242,0.002199783,0.00219327,0.004031234,0.01311073],"genre_scores_gemma":[0.07503356,0.0263616,0.868792,0.001085827,0.001097776,0.007955924,0.003043733,0.0008548613,0.01577465],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.009260214,"threshold_uncertainty_score":0.0309785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009040296482181066,"score_gpt":0.2275803454926353,"score_spread":0.2185400490104542,"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."}}