{"id":"W4242215349","doi":"10.1002/oca.2521","title":"Issue Information","year":2020,"lang":"en","type":"paratext","venue":"Optimal Control Applications and Methods","topic":"Optimization and Variational Analysis","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Toronto","funders":"","keywords":"Computer 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004018989,0.0002335065,0.0004089296,0.0001974077,0.000230768,0.0004676086,0.0005586025,0.0001982222,0.0006445405],"category_scores_gemma":[0.00004615433,0.0002174921,0.0001191094,0.0006196722,0.00003470464,0.0006498796,0.0001543366,0.0002362554,0.003527381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002893992,"about_ca_system_score_gemma":0.000132848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001539346,"about_ca_topic_score_gemma":2.376511e-7,"domain_scores_codex":[0.9986166,0.000189141,0.0004424528,0.0003834917,0.0001910719,0.0001772737],"domain_scores_gemma":[0.9985737,0.0002156312,0.0003180138,0.0004276378,0.0002825492,0.0001824482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002266449,0.00005730021,0.000001500024,0.0001218839,0.0003203682,2.626726e-7,0.0003433499,0.02407729,0.00009049017,0.1882407,0.1862041,0.6005201],"study_design_scores_gemma":[0.0002374965,0.00001756795,0.000009358315,0.000003363862,0.00004817822,0.000001615297,0.000008211515,0.3342371,0.00001254587,0.0001653303,0.6651013,0.0001578748],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[4.472628e-8,0.000720205,0.9426653,0.005473263,0.000241222,0.0005109073,0.00009530634,0.00007146271,0.05022229],"genre_scores_gemma":[0.0000798542,0.0006166427,0.9780326,0.003726215,0.000319554,0.0006095482,0.0003721998,0.00001146131,0.01623195],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.6003622,"threshold_uncertainty_score":0.9972485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01109862774090243,"score_gpt":0.3257696566684293,"score_spread":0.3146710289275269,"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."}}