{"id":"W4244010900","doi":"10.1002/oca.2517","title":"Issue Information","year":2020,"lang":"en","type":"paratext","venue":"Optimal Control Applications and Methods","topic":"Advanced Control Systems Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Toronto","funders":"","keywords":"Citation; Computer science; Control (management); World Wide Web; Information retrieval; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002225782,0.0003481613,0.0005801308,0.0001379622,0.0001134732,0.0001347535,0.0001878317,0.0003299399,0.0002802998],"category_scores_gemma":[0.00003088435,0.0003640005,0.00008255569,0.0002469937,0.00003825457,0.0003839908,0.00003117583,0.0003598091,0.002350042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006915564,"about_ca_system_score_gemma":0.00003312244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005747248,"about_ca_topic_score_gemma":3.272764e-7,"domain_scores_codex":[0.998754,0.00009222765,0.0005335909,0.0002499007,0.000119605,0.000250629],"domain_scores_gemma":[0.9990515,0.0001614626,0.0001628579,0.0003293173,0.000127913,0.0001669661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003051584,0.000007241976,3.120231e-7,0.0004456122,0.0001853096,1.836972e-7,0.0001195918,0.5355107,0.0009135301,0.0009979533,0.0625445,0.3992446],"study_design_scores_gemma":[0.0004672924,0.00001695869,0.000001913879,0.00001480736,0.00006613801,0.000002837316,0.00002372555,0.2933514,0.00005120915,0.00002474947,0.7057359,0.0002431134],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[3.320756e-7,0.005219973,0.9181034,0.0001802635,0.0005558413,0.001435977,0.0002700018,0.0002365824,0.07399764],"genre_scores_gemma":[0.001283079,0.002832437,0.9778062,0.0006275467,0.001404337,0.004905758,0.00108168,0.0001382746,0.009920753],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.6431914,"threshold_uncertainty_score":0.9998812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00658948997304893,"score_gpt":0.2921532602326377,"score_spread":0.2855637702595888,"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."}}