{"id":"W2014917542","doi":"10.1007/pl00013388","title":"Approximate Shape Quality Mesh Generation","year":2001,"lang":"en","type":"article","venue":"Engineering With Computers","topic":"Computational Geometry and Mesh Generation","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Quality (philosophy); Mathematics; Computer science; Engineering drawing; Engineering; Physics","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":[0.0009825302,0.0006715216,0.001022563,0.001028464,0.0003846718,0.001288286,0.0011662,0.001440584,0.008078501],"category_scores_gemma":[0.005093899,0.0005108694,0.0006697716,0.0008417672,0.0007541332,0.0010156,0.001752193,0.001043449,0.001481055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000695894,"about_ca_system_score_gemma":0.0006093654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001143103,"about_ca_topic_score_gemma":0.001769505,"domain_scores_codex":[0.9990243,0.0001612791,0.00003151289,0.00008269399,0.0006435293,0.00005665719],"domain_scores_gemma":[0.9985856,0.0004125067,0.00006978527,0.000494934,0.0003844956,0.00005274485],"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":[0.0005360515,0.0001094237,0.001613477,0.0002304298,0.00006599934,0.0001864314,0.0001283615,0.5822651,0.02730593,0.04574011,0.006069864,0.3357489],"study_design_scores_gemma":[0.00002619915,0.00004138149,0.0001957722,0.000008703041,0.00001001412,0.0001060027,0.00001514894,0.9840425,0.005173622,0.008120452,0.002252116,0.000008177512],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01623707,0.0001929565,0.9771609,0.0001348261,0.0000851851,0.00007536798,0.00007174304,0.00069377,0.005348104],"genre_scores_gemma":[0.4354096,0.0002911534,0.5555293,0.0001729552,0.0000732478,0.0001443048,0.0004020534,0.0006193852,0.007358022],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.008078501,"threshold_uncertainty_score":0.02702522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02119870571167758,"score_gpt":0.2334416915816198,"score_spread":0.2122429858699422,"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."}}