{"id":"W4403705790","doi":"10.23952/jnva.8.2024.6.01","title":"Special issue dedicated to the 70th birthday of Professor Panos M. Pardalos","year":2024,"lang":"en","type":"article","venue":"Journal of Nonlinear and Variational Analysis","topic":"Radioactive element chemistry and processing","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003736847,0.00009807188,0.0002564059,0.000144407,0.00008704166,0.00006240536,0.0001564603,0.00005873443,0.002598668],"category_scores_gemma":[0.0001373781,0.00006188236,0.0002073528,0.0006798857,0.00002990142,0.0001135601,0.00002578966,0.0002267541,0.000005906604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002991583,"about_ca_system_score_gemma":0.0001497554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007833993,"about_ca_topic_score_gemma":0.000005842729,"domain_scores_codex":[0.9988753,0.00002697127,0.0004732517,0.0001270268,0.0003962526,0.00010123],"domain_scores_gemma":[0.9991192,0.0002138849,0.000250657,0.00008870986,0.0002475412,0.00008000714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002712805,0.002452782,0.1213993,0.00373226,0.07394568,0.0003381359,0.01369782,0.01815654,0.5000437,0.00287129,0.1232304,0.1374192],"study_design_scores_gemma":[0.001308442,0.0001637445,0.0121053,0.0005148576,0.009613817,0.0001407799,0.001606862,0.07561401,0.140112,0.00128867,0.7569445,0.0005870738],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9358973,0.002296569,0.01546855,0.03179111,0.0009442093,0.0001541231,0.0006864304,0.00004148586,0.0127202],"genre_scores_gemma":[0.9782607,0.0001290422,0.002888123,0.0001467817,0.01584241,0.000003007861,0.00005958313,0.00001265029,0.002657713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.633714,"threshold_uncertainty_score":0.9983131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01176534396173394,"score_gpt":0.2856177586157176,"score_spread":0.2738524146539836,"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."}}