{"id":"W2322922547","doi":"10.18280/mmep.030102","title":"The Finite Element Analysis and Optimization of Ø6000 Disc Pelletize’s Disk","year":2016,"lang":"en","type":"article","venue":"Mathematical Modelling and Engineering Problems","topic":"Topology Optimization in Engineering","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Finite element method; Physics; Computer science; Mathematics; Structural engineering; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003114301,0.0002876538,0.0003921567,0.0003387136,0.0002492261,0.0004406861,0.0004820911,0.000557623,0.001817671],"category_scores_gemma":[0.0005506494,0.0002768861,0.0003744804,0.0002109894,0.0002899874,0.0002607474,0.0002636696,0.0002531428,0.0003172389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003817152,"about_ca_system_score_gemma":0.0006396018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004404224,"about_ca_topic_score_gemma":0.003137758,"domain_scores_codex":[0.9998473,0.00003249278,0.000006647393,0.0000201708,0.00007346176,0.00001996948],"domain_scores_gemma":[0.9998474,0.00006365764,0.00001581267,0.00001447485,0.0000494447,0.00000909654],"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":[0.00003543456,0.00002284725,0.0007536868,0.00006866505,0.000009555283,0.00005076014,0.00006050643,0.9761646,0.008053603,0.003161699,0.0004492369,0.01116943],"study_design_scores_gemma":[0.000002532217,0.00001417513,0.0001729678,0.000002658921,0.000002040673,0.000008356367,0.00001694153,0.9978099,0.001167335,0.0001884592,0.0006122664,0.000002384651],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.233905,0.0004216802,0.7397131,0.0003197851,0.00006513665,0.00009135402,0.0002537936,0.0003484508,0.02488175],"genre_scores_gemma":[0.9043896,0.0001880048,0.08744856,0.00002974554,0.000009144511,0.0001405445,0.0001919811,0.000070162,0.007532218],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004404224,"threshold_uncertainty_score":0.008757174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008720334759856656,"score_gpt":0.1846981794811588,"score_spread":0.1759778447213022,"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."}}