{"id":"W2023872129","doi":"10.5539/jmr.v1n1p19","title":"Analyzing Plane-plate Bending with EFGM","year":2009,"lang":"en","type":"article","venue":"Journal of Mathematics Research","topic":"Numerical methods in engineering","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics; Square (algebra); Galerkin method; Bending; Bending of plates; Inverse; Plane (geometry); Function (biology); Mathematical analysis; Geometry; Finite element method; Structural 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":[0.0002365531,0.0004198338,0.0002336372,0.0004732639,0.0001064195,0.0001850035,0.000391863,0.0004832692,0.001757344],"category_scores_gemma":[0.000436585,0.0001322491,0.0002966441,0.0004633048,0.0003556013,0.0003558685,0.0003841679,0.0002219971,0.0003108558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001681461,"about_ca_system_score_gemma":0.0001449472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001128591,"about_ca_topic_score_gemma":0.0007590522,"domain_scores_codex":[0.9998928,0.00001797122,0.000003404727,0.00001681526,0.00005887535,0.00001008815],"domain_scores_gemma":[0.9999053,0.00003311638,0.00001267473,0.00001926451,0.00002539179,0.000004270122],"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":[0.00007752159,0.00002248281,0.001603076,0.0001240791,0.00003088428,0.0002407876,0.0001019044,0.7891327,0.08140571,0.02018976,0.0004129925,0.1066581],"study_design_scores_gemma":[0.000001551529,0.00001370388,0.0003844716,0.000003385569,0.00000213704,0.00004060899,0.0000116176,0.9930669,0.003827587,0.002242801,0.0004008402,0.000004472622],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06695092,0.0001025363,0.9301519,0.00003902747,0.00001157109,0.00001558789,0.00003800096,0.0002958577,0.002394653],"genre_scores_gemma":[0.8057855,0.0001602755,0.1895793,0.00004355716,0.00001556554,0.00003784962,0.0001182612,0.00007408801,0.004185628],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001757344,"threshold_uncertainty_score":0.005878925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07456468987579899,"score_gpt":0.3866144465528666,"score_spread":0.3120497566770676,"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."}}