{"id":"W7081988313","doi":"10.11159/icmie25.193","title":"Structural Rationale of Hollow Tapered Cantilever Beam under a Uniformly Distributed Load","year":2025,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Mechanical, Chemical, and Material Engineering","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cantilever; Beam (structure); Finite element method; Quality (philosophy); Bending","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":[0.0002064227,0.0002320691,0.0001592023,0.0001990208,0.0002626284,0.0002453852,0.0005839131,0.0005801235,0.002197156],"category_scores_gemma":[0.0002100198,0.0001986949,0.0001964413,0.00009772006,0.0005403643,0.0002726249,0.0002801802,0.0002204623,0.0002802024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002458835,"about_ca_system_score_gemma":0.0002640543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009763528,"about_ca_topic_score_gemma":0.001256514,"domain_scores_codex":[0.9998434,0.00002006368,0.000005764756,0.00004070856,0.00007404364,0.00001605964],"domain_scores_gemma":[0.9998914,0.00002605851,0.0000234041,0.00001531927,0.00003399247,0.000009824812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000830981,0.00002090699,0.001890174,0.0001480772,0.000009741487,0.000633767,0.0001839637,0.02641616,0.9521142,0.008370378,0.0002636348,0.009865853],"study_design_scores_gemma":[0.00005794278,0.0006924755,0.02508131,0.0001079141,0.00004089658,0.001457492,0.0005931813,0.6577185,0.2981673,0.007272233,0.008729339,0.00008138819],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7165183,0.001440113,0.260854,0.0006241711,0.000096189,0.0001130476,0.000362936,0.0003191561,0.01967198],"genre_scores_gemma":[0.9739731,0.0004041605,0.02120751,0.00007085648,0.00001269488,0.00006920374,0.00008387935,0.00001209764,0.004166552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002197156,"threshold_uncertainty_score":0.007350206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006535842629453257,"score_gpt":0.1955033335573718,"score_spread":0.1889674909279186,"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."}}