{"id":"W2085702236","doi":"10.1002/cjce.5450820316","title":"Control of Spouted Bed Dryers","year":2004,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Advanced Control Systems Optimization","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Process engineering; Controller (irrigation); Environmental science; Process (computing); Engineering; Computer science; Operating system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000130032,0.0001024892,0.0002218943,0.0001138263,0.00001671017,0.0000133825,0.0002009557,0.00006300255,0.000008620378],"category_scores_gemma":[0.0001309552,0.00008553697,0.0000783355,0.0001573653,0.00002984513,0.00009367726,0.000002309421,0.0002256484,0.00000178204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000285716,"about_ca_system_score_gemma":0.0001286489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002461293,"about_ca_topic_score_gemma":0.00007210342,"domain_scores_codex":[0.9992916,0.000004635782,0.0003379947,0.0000396738,0.0001164673,0.0002096334],"domain_scores_gemma":[0.999452,0.00004488453,0.00007339242,0.0001111185,0.00009294377,0.0002256777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000003852314,9.460265e-7,0.00001583387,0.000016301,0.00005101562,0.000008994451,0.00008456604,0.8705803,0.128573,0.0005518993,0.0000101346,0.0001032136],"study_design_scores_gemma":[0.006251185,0.00007831844,0.0001652054,0.0006230827,0.0001870014,0.0004320769,0.00004362256,0.4642518,0.5250861,0.001057028,0.001214226,0.0006104026],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6144361,0.001404668,0.3821937,0.0005790237,0.0007991103,0.0002291126,0.00001760471,0.00007734908,0.0002633081],"genre_scores_gemma":[0.9984229,0.000001463841,0.001392522,0.00001821222,0.000133657,0.000001653711,7.559668e-7,0.00002732531,0.00000155469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4063285,"threshold_uncertainty_score":0.3488096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002844531932398373,"score_gpt":0.1543283991105941,"score_spread":0.1514838671781957,"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."}}