{"id":"W6991952756","doi":"","title":"Iterated Robust Tabu Search for MAX-SAT","year":2003,"lang":"en","type":"article","venue":"Dépôt institutionnel de l'Université libre de Bruxelles (Université Libre de Bruxelles)","topic":"Aldose Reductase and Taurine","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tabu search; Iterated function; Key (lock); Robustness (evolution); Computational complexity theory","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003973372,0.0006238312,0.0004759339,0.0004047085,0.001178337,0.0001567101,0.0009444922,0.0007420345,0.0003473063],"category_scores_gemma":[0.00007571832,0.0007510811,0.0004845188,0.0007982373,0.0003818491,0.0001525335,0.0004114583,0.0004440687,0.00009880763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004479542,"about_ca_system_score_gemma":0.001377406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002023765,"about_ca_topic_score_gemma":0.0001251978,"domain_scores_codex":[0.9967196,0.000277303,0.0003481265,0.001015664,0.0003254913,0.001313842],"domain_scores_gemma":[0.9979625,0.00007196987,0.0001885275,0.0007864475,0.0003130441,0.0006775263],"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":[0.01238911,0.002468092,0.02387148,0.00104686,0.003277906,0.003620158,0.009332263,0.074627,0.5256751,0.1253368,0.2044424,0.0139128],"study_design_scores_gemma":[0.01562784,0.0007870097,0.003491246,0.0002180197,0.0004960073,0.001801063,0.0115005,0.005554688,0.1870575,0.0004875522,0.7709916,0.001987051],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9105969,0.003183867,0.07298381,0.0009011901,0.0003178409,0.0008330457,0.0004142123,0.0002135275,0.01055558],"genre_scores_gemma":[0.9755548,0.002156582,0.008739694,0.0007502214,0.0004438008,0.00001630299,0.001446209,0.0001252688,0.01076717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5665492,"threshold_uncertainty_score":0.999494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01226102469097626,"score_gpt":0.2053034015899845,"score_spread":0.1930423768990082,"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."}}