{"id":"W4251534966","doi":"10.1007/978-3-662-53120-4_300245","title":"FEM","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Engineering and Materials Science Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Computer science","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":[0.0001794147,0.0008626757,0.0005849684,0.0009270833,0.0007656377,0.001370664,0.0009104117,0.0008818893,0.1946294],"category_scores_gemma":[0.0005266911,0.0004382429,0.0004201617,0.0007209329,0.0003646367,0.0009516748,0.00108824,0.0008986347,0.1067864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004368094,"about_ca_system_score_gemma":0.0004606204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001060189,"about_ca_topic_score_gemma":0.002270513,"domain_scores_codex":[0.999738,0.00001915344,0.000006334483,0.00004760455,0.0001673626,0.00002159266],"domain_scores_gemma":[0.9998583,0.00002388497,0.000005621566,0.00004083048,0.00006189378,0.000009503295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006747628,0.00007145549,0.0003229274,0.0004241565,0.00002397265,0.0001066299,0.0001495128,0.01164331,0.03048938,0.1045327,0.3029238,0.5492448],"study_design_scores_gemma":[0.000008446825,0.00002324434,0.0004031845,0.00007059294,0.00001123343,0.0002270317,0.00005001337,0.02048736,0.01244354,0.01207002,0.9541867,0.00001857776],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002265783,0.001247249,0.1338768,0.000450914,0.0009724781,0.00008547118,0.001820602,0.005052892,0.854228],"genre_scores_gemma":[0.03163403,0.001391503,0.06045989,0.0003872195,0.000177714,0.0001922518,0.003234088,0.001728739,0.9007947],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1946294,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008392117401317626,"score_gpt":0.1650145630290393,"score_spread":0.1566224456277217,"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."}}