{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"be3361c1019a","filters":{"venue":"Series in analysis"}},"results":[{"id":"W2482460322","doi":"10.1142/7188","title":"Mathematical Foundation and Applications of the P and H-P Finite Element Methods","year":2011,"lang":"en","type":"book","venue":"Series in analysis","topic":"Soil, Finite Element Methods","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Foundation (evidence); Finite element method; Mathematics; Computer science; Calculus (dental); Engineering; Structural engineering; Political science; Medicine; Law","authors":[{"name":"Benqi Guo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02174650639261064,"gpt":0.3049529651233778,"spread":0.2832064587307671,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009531952,0.00118351,0.001051431,0.001796211,0.0005544265,0.001673105,0.001454188,0.001324141,0.009036226],"category_scores_gemma":[0.00201313,0.0006733474,0.001041325,0.002060966,0.003127673,0.002287273,0.001017881,0.003815899,0.004309909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007529932,"about_ca_system_score_gemma":0.0008590103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001161542,"about_ca_topic_score_gemma":0.001185332,"domain_scores_codex":[0.9995498,0.00009309935,0.000038906,0.00006405053,0.0002329066,0.00002108142],"domain_scores_gemma":[0.9993192,0.0004111787,0.00002692515,0.00006457321,0.0001548438,0.0000233225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001507625,0.00003209545,0.00008650974,0.0003292981,0.00001582069,0.00009604262,0.0001476757,0.01179495,0.0017417,0.8109698,0.03021351,0.1445576],"study_design_scores_gemma":[0.00001050805,0.00003146015,0.0002651591,0.0002035555,0.00001445932,0.0004591055,0.00004505548,0.04436329,0.001315933,0.6770174,0.276234,0.00004011639],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001716414,0.04736992,0.7613374,0.001864839,0.003581165,0.00006363668,0.0002675058,0.0004276728,0.1833715],"genre_scores_gemma":[0.07459453,0.07490113,0.6518434,0.001769514,0.005765783,0.0003837665,0.0006016004,0.0007806045,0.1893596],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.009036226,"threshold_uncertainty_score":0.03022915,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}