{"id":"W4244382756","doi":"10.1002/oca.2629","title":"Issue Information","year":2021,"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; Information retrieval; World Wide Web; Library science","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":[0.0003074709,0.0003380558,0.0005877967,0.0001628336,0.0001259557,0.0001716505,0.0001553026,0.0003779369,0.0004977463],"category_scores_gemma":[0.00003108995,0.0003611821,0.0000911609,0.0002616899,0.00003722724,0.0003789868,0.00003258068,0.0003341423,0.0009700994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008482771,"about_ca_system_score_gemma":0.00004818877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007766474,"about_ca_topic_score_gemma":8.247814e-7,"domain_scores_codex":[0.9986953,0.0001179011,0.0005378579,0.0002547224,0.0001229593,0.0002712284],"domain_scores_gemma":[0.9988698,0.0001889452,0.0001527084,0.0004431493,0.0002208552,0.0001245214],"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":[0.00001378973,0.0000108495,3.710247e-7,0.0003926475,0.0001954013,2.817272e-7,0.00007628502,0.5624756,0.001023959,0.0008648867,0.03338195,0.401564],"study_design_scores_gemma":[0.0005099715,0.00001066377,0.000003151948,0.0000300675,0.00007731286,0.000007238759,0.0000433967,0.1911529,0.0001028925,0.00002034479,0.8077595,0.0002824698],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[9.105926e-7,0.01293369,0.9070121,0.00006667234,0.0007540978,0.001068029,0.000211943,0.0001554437,0.07779708],"genre_scores_gemma":[0.0007131985,0.004468647,0.959945,0.0003008754,0.001077141,0.004769222,0.001525769,0.0001174256,0.02708274],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.7743776,"threshold_uncertainty_score":0.999884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005842786366223165,"score_gpt":0.2959816655637235,"score_spread":0.2901388791975003,"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."}}