{"id":"W2765669391","doi":"","title":"Solution to random differential equations with boundary conditions","year":2017,"lang":"en","type":"article","venue":"Nova Science Publishers (Nova Science Publishers, Inc.)","topic":"Advanced Mathematical Modeling in Engineering","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Population and Public Health; King Saud University","keywords":"Mathematics; Mathematical analysis; Applied mathematics; Differential equation","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science"],"consensus_categories":["sts","scholarly_communication"],"category_scores_codex":[0.004574765,0.0005933086,0.0005707337,0.002130379,0.006465465,0.0516178,0.01479969,0.0001573967,0.000171972],"category_scores_gemma":[0.009818615,0.0005121187,0.0001241148,0.006798525,0.007151668,0.09564108,0.0032052,0.00077117,0.0001436723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001396996,"about_ca_system_score_gemma":0.004775123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003330803,"about_ca_topic_score_gemma":0.000113355,"domain_scores_codex":[0.9900697,0.00003971628,0.0008295347,0.002402454,0.004244119,0.002414495],"domain_scores_gemma":[0.9909244,0.0002688553,0.0005782739,0.004129899,0.002634828,0.001463798],"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":[0.000135334,0.001391254,0.001264831,0.0001645478,0.0001078403,0.00008130058,0.006456629,0.1187869,0.08880367,0.7219303,0.01706368,0.04381376],"study_design_scores_gemma":[0.005414731,0.0006402598,0.0176551,0.0004512316,0.00006718718,0.0001712932,0.0008111024,0.9162725,0.005355455,0.04611791,0.003894178,0.003149011],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02862606,0.00001295799,0.938212,0.009025061,0.004813001,0.0009398238,0.00001316997,0.0006774605,0.01768043],"genre_scores_gemma":[0.8209026,4.658671e-7,0.1780601,0.0004853243,0.000168915,0.0001048846,0.000009051642,0.0000343026,0.0002343838],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7974856,"threshold_uncertainty_score":0.999733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0403093342153028,"score_gpt":0.3063884996150897,"score_spread":0.2660791653997869,"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."}}