{"id":"W6981225629","doi":"","title":"Distribution of IMUNES system : graph partitioning","year":2007,"lang":"de","type":"article","venue":"reposiTUm (TU Wien)","topic":"Bioinformatics and Genomic Networks","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Emulation; Graph; Distribution (mathematics); Graph 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":[],"consensus_categories":[],"category_scores_codex":[0.0007418041,0.0002424445,0.0003055362,0.00004704166,0.0002085835,0.00005068822,0.0001946532,0.0003794448,0.000004792192],"category_scores_gemma":[0.00002758126,0.000242453,0.0002478855,0.0002009408,0.000153789,0.00001738718,0.0001355332,0.0001618037,0.00002666082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006090552,"about_ca_system_score_gemma":0.00008207875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004638099,"about_ca_topic_score_gemma":0.00004277973,"domain_scores_codex":[0.998071,0.00004652328,0.0008805923,0.0003127279,0.000205609,0.0004835867],"domain_scores_gemma":[0.9985594,0.00002245398,0.0005262663,0.0005361991,0.0002035336,0.0001521981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002135146,0.001452549,0.0236404,0.006707693,0.004131797,0.0003166802,0.002269455,0.004750742,0.760777,0.1233445,0.01850422,0.05196976],"study_design_scores_gemma":[0.00367162,0.002286211,0.02355351,0.002472114,0.001464106,0.0006002524,0.002851361,0.00811654,0.7282833,0.001232987,0.2230181,0.002449842],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6660886,0.02218905,0.301822,0.0001071117,0.002822577,0.0005292389,0.0002282242,0.00004396473,0.006169198],"genre_scores_gemma":[0.9974293,0.0003582237,0.0003244113,0.00003702431,0.000671022,0.000006136059,0.0008845832,0.00002119875,0.0002681755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3313406,"threshold_uncertainty_score":0.9886945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004803026949715556,"score_gpt":0.2102882601510222,"score_spread":0.2054852332013066,"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."}}