{"id":"W2789307442","doi":"10.1007/s11465-018-0513-y","title":"Optimal slot dimension for skirt support structure of coke drums","year":2018,"lang":"en","type":"article","venue":"Frontiers of Mechanical Engineering","topic":"Engineering Structural Analysis Methods","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Welding; Shell (structure); Stress (linguistics); Structural engineering; Materials science; Coke; Finite element method; Stiffness; Stress field; Composite material; Engineering; Metallurgy","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":[0.0001603997,0.0003596399,0.0004956295,0.0003777115,0.0002673824,0.0005088089,0.0004271668,0.0006325976,0.002144169],"category_scores_gemma":[0.0004520652,0.000251412,0.0002666123,0.0002022356,0.0002928327,0.0003443066,0.0002850485,0.0003091419,0.0003372808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002676216,"about_ca_system_score_gemma":0.0002965194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005837156,"about_ca_topic_score_gemma":0.0008781365,"domain_scores_codex":[0.9999121,0.00002026367,0.000003202465,0.00002314968,0.00002354728,0.00001765732],"domain_scores_gemma":[0.9998759,0.0000473746,0.00001877536,0.00001490888,0.00002940198,0.00001356071],"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":[0.0008590954,0.0001621497,0.003648212,0.0003967377,0.00003422577,0.0002155454,0.0001972826,0.7502009,0.1260645,0.02236901,0.002232244,0.09362006],"study_design_scores_gemma":[0.00002015131,0.0001314438,0.001101989,0.00001319659,0.00001320525,0.00006033376,0.00009156605,0.9888828,0.006029143,0.002729063,0.0009158736,0.00001124601],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5375943,0.000586826,0.4503108,0.0001310094,0.00005031212,0.00003252819,0.000210427,0.0002220629,0.01086171],"genre_scores_gemma":[0.9760615,0.00009559035,0.02291754,0.000006190442,0.000009870088,0.00001879319,0.00006045649,0.00001821106,0.0008118593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002144169,"threshold_uncertainty_score":0.007172942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005715393665178172,"score_gpt":0.222576917754876,"score_spread":0.2168615240896979,"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."}}