{"id":"W4417100949","doi":"10.5539/jmr.v14n6p46","title":"Optimal Control of a Nonlinear Elliptic Problem With Missing Data","year":2022,"lang":"","type":"article","venue":"Journal of Mathematics Research","topic":"Numerical methods in inverse problems","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Optimal control; Missing data; Regularization (linguistics); Nonlinear system; Control (management); Order (exchange)","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":[0.005580185,0.001937742,0.001762573,0.0008319514,0.0005026615,0.001983652,0.001693054,0.002471258,0.002057874],"category_scores_gemma":[0.01521169,0.0006705956,0.0008751092,0.0005455568,0.00355296,0.001918195,0.003228598,0.002988585,0.0002281773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00168425,"about_ca_system_score_gemma":0.001981506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003982784,"about_ca_topic_score_gemma":0.00141578,"domain_scores_codex":[0.9979559,0.0009726359,0.0000783288,0.0004914771,0.0002846004,0.0002171221],"domain_scores_gemma":[0.9914864,0.00615317,0.0008670172,0.0003294035,0.000752705,0.0004112168],"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":[0.0002428405,0.00007334229,0.000532627,0.0003116665,0.00008623837,0.0001388559,0.0001004243,0.9225878,0.00233803,0.06188216,0.001031205,0.01067477],"study_design_scores_gemma":[0.00001425603,0.00004689402,0.00009805136,0.00001861658,0.000008207046,0.00001190685,0.00001115091,0.9854682,0.0004862072,0.01357976,0.0002438961,0.00001272867],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02040572,0.0005578666,0.9752634,0.001134093,0.0001071914,0.00005334204,0.0001009507,0.00009172914,0.002285752],"genre_scores_gemma":[0.8753498,0.0008928761,0.1114881,0.0006115283,0.0003986676,0.0004203031,0.0003832961,0.0001664485,0.01028901],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005580185,"threshold_uncertainty_score":0.02951121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3037981109612595,"score_gpt":0.4684208474483764,"score_spread":0.1646227364871169,"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."}}