{"id":"W30280942","doi":"10.1007/978-1-4614-7085-4_10","title":"Optimization of Real-Time Coding and Control Policies: Structural and Existence Results","year":2013,"lang":"en","type":"book-chapter","venue":"Systems & control","topic":"Numerical Methods and Algorithms","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Coding (social sciences); Computer science; Control (management); Chemistry; Mathematics; Artificial intelligence; Statistics","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":[0.001881175,0.002073101,0.001428687,0.001328653,0.000640999,0.002237458,0.001666962,0.002336679,0.009038195],"category_scores_gemma":[0.01232373,0.001085944,0.001170686,0.001884455,0.003029607,0.004800757,0.002128508,0.003457262,0.001171619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002049735,"about_ca_system_score_gemma":0.001983111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002230608,"about_ca_topic_score_gemma":0.001765135,"domain_scores_codex":[0.999226,0.000228926,0.00003274734,0.0001607484,0.0002592232,0.00009234077],"domain_scores_gemma":[0.9934083,0.004909292,0.0005592919,0.0002949843,0.0006712104,0.0001568451],"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":[0.00007724656,0.00006750666,0.0001914305,0.0002880415,0.00003014117,0.00004641573,0.000158293,0.2445277,0.001845994,0.7007204,0.005106756,0.04694007],"study_design_scores_gemma":[0.00001656783,0.00003689726,0.0001759504,0.00008183095,0.00001509491,0.00005017859,0.00003581351,0.5248992,0.0008245034,0.4712968,0.002542932,0.00002409405],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01231644,0.002730302,0.9390518,0.001281784,0.0001788241,0.00004552422,0.0001495486,0.000135934,0.04410981],"genre_scores_gemma":[0.6660457,0.0139012,0.2443802,0.0008417257,0.0008537611,0.0005032267,0.0006477004,0.0008038242,0.07202264],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009038195,"threshold_uncertainty_score":0.03023571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01554463908515861,"score_gpt":0.2482034542100049,"score_spread":0.2326588151248463,"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."}}