{"id":"W7100322114","doi":"","title":"Title: Convergence of theta-method for time-variable equations Associated People:","year":2013,"lang":"en","type":"article","venue":"","topic":"Matrix Theory and Algorithms","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Eigenvalues and eigenvectors; Convergence (economics); Sequence (biology); Generalization; Monotone polygon; Stability (learning theory); Matrix (chemical analysis); Scalar (mathematics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002963115,0.00003727931,0.00007583446,0.00002080108,0.00003395204,0.00002202281,0.0002388015,0.00002678912,0.007623691],"category_scores_gemma":[0.0001252816,0.0000297002,0.00002856423,0.0001793445,0.00000713873,0.0001228049,0.00004162495,0.00002257031,0.0008397117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005428512,"about_ca_system_score_gemma":0.00003365441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003686524,"about_ca_topic_score_gemma":8.327364e-7,"domain_scores_codex":[0.9996289,0.00003557159,0.00009461423,0.00008956546,0.00006444509,0.00008687432],"domain_scores_gemma":[0.9993526,0.0003201262,0.000044944,0.0001613337,0.0000982608,0.00002277869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[3.835684e-7,0.00003618356,0.00001006226,0.000007329868,0.00001678637,3.917407e-8,0.00008247619,0.00003633005,0.001879452,0.9518565,0.03899221,0.007082277],"study_design_scores_gemma":[0.00008710899,0.00002084047,0.00005073081,0.00000329458,0.000004352324,3.603606e-7,0.000005354434,0.8935831,0.002265763,0.1003305,0.00359052,0.00005812314],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0000323694,0.000008547191,0.923122,0.0001907814,0.000126031,0.0001187904,0.000004771284,0.00004672323,0.07634991],"genre_scores_gemma":[0.03891286,0.000002226425,0.8052712,0.000214312,0.00003656191,0.00004726443,0.000008416618,0.000007014564,0.1555001],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.8935467,"threshold_uncertainty_score":0.9999382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0119102871411393,"score_gpt":0.2598972537883124,"score_spread":0.2479869666471731,"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."}}