{"id":"W3195882090","doi":"10.1002/cjce.24294","title":"Experimental and numerical modal analysis of wall tubes in the coal‐fired boiler or radiant syngas cooler","year":2021,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Boiler (water heating); Natural frequency; Finite element method; Coal; Materials science; Vibration; Structural engineering; Modal analysis; Engineering; Waste management; Acoustics","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":[0.0001736576,0.0001128717,0.000314458,0.0002111549,0.00002722656,0.00004585087,0.00017963,0.00005893971,0.0001324229],"category_scores_gemma":[0.00007633676,0.00007280813,0.0001384362,0.000658541,0.00004496438,0.00007097926,0.000008916449,0.0002494636,5.687075e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001127671,"about_ca_system_score_gemma":0.0001204169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004999929,"about_ca_topic_score_gemma":0.000414458,"domain_scores_codex":[0.999209,0.00002474203,0.0003429107,0.0000714577,0.0001608548,0.0001910685],"domain_scores_gemma":[0.99949,0.000111363,0.00002973137,0.0001362872,0.00003933983,0.0001933212],"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":[0.0000119478,0.00001517304,0.0009683775,0.00001826179,0.0007560576,0.000163729,0.001955509,0.933839,0.06176032,0.0001965376,0.0002024887,0.0001126592],"study_design_scores_gemma":[0.0002254529,0.00001070283,0.00135107,0.0000253241,0.000249748,0.0001092962,0.0002577941,0.967231,0.03025407,0.000005874014,0.0001760124,0.0001036726],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902295,0.001285309,0.007721988,0.0005591587,0.00006400162,0.00003479009,0.000009541242,0.000007894258,0.00008777163],"genre_scores_gemma":[0.9995997,0.000007908879,0.0002223372,0.0001021858,0.00003858142,0.000002054691,0.00000529001,0.00001286587,0.000009052574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03339205,"threshold_uncertainty_score":0.296903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007401635908275322,"score_gpt":0.1957913806045727,"score_spread":0.1883897446962974,"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."}}