{"id":"W6987253941","doi":"","title":"Software for mesh partitioning","year":2010,"lang":"en","type":"dissertation","venue":"RECERCAT (Consorci de Serveis Universitaris de Catalunya)","topic":"VLSI and FPGA Design Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Graph partition; Computation; Software; Graph; Finite element method; Mesh generation; Range (aeronautics)","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0003014871,0.0005126238,0.0005146344,0.0005397081,0.0002931507,0.0001132213,0.0005896094,0.00132914,0.0003184103],"category_scores_gemma":[0.0001357201,0.0006668855,0.0003166706,0.000443846,0.00004680628,0.0003535334,0.00003233669,0.001000396,0.00005636876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007359819,"about_ca_system_score_gemma":0.0003200291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002142773,"about_ca_topic_score_gemma":0.001081934,"domain_scores_codex":[0.9982328,0.00004197096,0.0003357399,0.0004700744,0.0001943904,0.0007250677],"domain_scores_gemma":[0.9985798,0.0001786127,0.0001285345,0.0005412278,0.0003006536,0.0002711944],"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":[0.001096151,0.0005080851,0.009768891,0.01451597,0.003977773,0.0005338289,0.02086289,0.005291833,0.1200346,0.01607476,0.5963132,0.211022],"study_design_scores_gemma":[0.003242799,0.0005428083,0.007685122,0.002100725,0.002702796,0.0001967774,0.007733763,0.01329619,0.4407063,0.01194749,0.503499,0.00634626],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7701328,0.006569138,0.1335007,0.0003455223,0.004744604,0.004737076,0.002794608,0.0115435,0.06563205],"genre_scores_gemma":[0.8132655,0.004522741,0.105317,0.0003120728,0.001220408,0.0006150994,0.0330104,0.001162848,0.04057391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3206717,"threshold_uncertainty_score":0.9999673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009461660098427136,"score_gpt":0.2225803870111723,"score_spread":0.2131187269127452,"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."}}