{"id":"W4285179989","doi":"10.23952/jano.4.2022.2.01","title":"A Special Issue on Projection and Splitting Methods and Their Applications","year":2022,"lang":"en","type":"article","venue":"Journal of Applied and Numerical Optimization","topic":"Matrix Theory and Algorithms","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Projection (relational algebra); Computer science; Algorithm","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002466345,0.001667987,0.001555987,0.002209462,0.001242901,0.003768389,0.001467086,0.002767245,0.03580474],"category_scores_gemma":[0.006988124,0.0006730006,0.001447126,0.003093772,0.001882757,0.003392897,0.002369431,0.005961272,0.01577725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007926346,"about_ca_system_score_gemma":0.001178432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006568353,"about_ca_topic_score_gemma":0.000669274,"domain_scores_codex":[0.9983433,0.0003807121,0.0001446366,0.0003800156,0.0006729831,0.0000782872],"domain_scores_gemma":[0.9968329,0.001519619,0.0001493951,0.0003454423,0.0008379928,0.0003146817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001036998,0.0001252445,0.0005246777,0.001087598,0.000131753,0.0003032238,0.0001699026,0.008298291,0.001615345,0.1571667,0.5053962,0.3250774],"study_design_scores_gemma":[0.00001651974,0.00008648415,0.000472212,0.0004635556,0.00003707033,0.0007067826,0.00005703327,0.01892406,0.0006849199,0.1166114,0.8619006,0.00003939239],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"editorial","genre_scores_codex":[0.003780081,0.233999,0.351632,0.01757388,0.2272148,0.0002530481,0.0006863088,0.0009404297,0.1639204],"genre_scores_gemma":[0.04034308,0.2089913,0.1793458,0.006434796,0.3235115,0.0004734316,0.002035737,0.002599535,0.2362649],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.03580474,"threshold_uncertainty_score":0.1197788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009304687153161816,"score_gpt":0.2711098398652638,"score_spread":0.261805152712102,"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."}}