{"id":"W626095524","doi":"","title":"Proceedings of the 24th IASTED Asian Conference on Modelling and Simulation, held July 17-19, 2013 in Banff, Canada . Proceedings of the 15th IASTED International Conference on Signal and Image Processing, held July 17-19, 2013 in Banff, Canada","year":2013,"lang":"en","type":"book","venue":"ACTA Press eBooks","topic":"Medical Image Segmentation Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Library science; Computer science; Geography","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":[0.0004168629,0.0005967024,0.0006766292,0.0002723762,0.0001585823,0.0003980798,0.002000066,0.0003135939,0.00003818182],"category_scores_gemma":[0.000141582,0.0004494728,0.000055376,0.0001433271,0.0004392323,0.0006382512,0.0006341505,0.001094708,3.161936e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004967639,"about_ca_system_score_gemma":0.003564421,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4566305,"about_ca_topic_score_gemma":0.3271275,"domain_scores_codex":[0.9957502,0.00005390153,0.001106222,0.0009472196,0.001655624,0.0004868354],"domain_scores_gemma":[0.9966253,0.0002087664,0.001344152,0.0003322704,0.001224317,0.0002652069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006168958,0.0005425521,0.0007938737,0.006012229,0.0004592578,0.00005002852,0.03072758,0.003066606,0.01431281,0.02390878,0.8881828,0.0313266],"study_design_scores_gemma":[0.003020413,0.0004051944,0.001406679,0.01134496,0.0001090924,0.00003385187,0.000766232,0.9255045,0.03552759,0.005969132,0.01403428,0.001878059],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0533151,0.0004499645,0.02156168,0.01121883,0.001340354,0.01797075,0.0008176735,0.0004882787,0.8928373],"genre_scores_gemma":[0.9102891,0.0000866657,0.004046808,0.001627678,0.00009997852,0.0002916975,0.00002597544,0.00008123516,0.08345084],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9224379,"threshold_uncertainty_score":0.9997957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03524970079361889,"score_gpt":0.2548151541879338,"score_spread":0.2195654533943149,"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."}}