{"id":"W2399863493","doi":"10.1016/j.cag.2012.03.030","title":"Consensus meshing","year":2012,"lang":"en","type":"article","venue":"Computers & Graphics","topic":"Computational Geometry and Mesh Generation","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Autodesk (Canada)","funders":"","keywords":"Computer science; Computer graphics (images)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001019122,0.0007984347,0.001384934,0.001195529,0.001222427,0.001240408,0.001842508,0.001963155,0.01729633],"category_scores_gemma":[0.004472728,0.0005779234,0.0009474556,0.0009505606,0.0009815146,0.001612304,0.002546775,0.00171018,0.003626367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007842888,"about_ca_system_score_gemma":0.001114207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001653658,"about_ca_topic_score_gemma":0.001626786,"domain_scores_codex":[0.9990888,0.0001871234,0.00005160643,0.0002321179,0.0003568958,0.00008351552],"domain_scores_gemma":[0.9982394,0.0004957386,0.0000869975,0.000597788,0.0004776847,0.0001024623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003578626,0.0000850971,0.0004716433,0.0002810778,0.0001094721,0.0002298814,0.0002135979,0.4094972,0.01376964,0.266192,0.02231274,0.2864797],"study_design_scores_gemma":[0.00005024847,0.00004957963,0.0001149884,0.0000261452,0.00001909667,0.00008215689,0.0000407511,0.9007403,0.004851059,0.08246959,0.01153301,0.00002313349],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007303467,0.0002792943,0.9702705,0.0003013192,0.0003756833,0.0001043992,0.0001219893,0.0008294173,0.02041399],"genre_scores_gemma":[0.4714982,0.0008260558,0.4579934,0.0004636721,0.0002825225,0.000576022,0.0009611331,0.0009818177,0.06641721],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01729633,"threshold_uncertainty_score":0.05786204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02659270066868311,"score_gpt":0.2553931284466758,"score_spread":0.2288004277779927,"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."}}