{"id":"W2462934991","doi":"10.1016/j.advengsoft.2016.06.008","title":"State of the practice for mesh generation and mesh processing software","year":2016,"lang":"en","type":"article","venue":"Advances in Engineering Software","topic":"Software Reliability and Analysis Research","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Computer science; Usability; Maintainability; Software engineering; Correctness; Software; Analytic hierarchy process; Reliability engineering; Programming language; Operating system; Operations research; Engineering","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":[0.01551737,0.001722967,0.002107929,0.005336418,0.001340552,0.009139294,0.009687008,0.005995661,0.01669194],"category_scores_gemma":[0.05806802,0.002301214,0.002448482,0.005809256,0.004301752,0.01116256,0.005184543,0.008845161,0.01351638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00234334,"about_ca_system_score_gemma":0.004984911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002549091,"about_ca_topic_score_gemma":0.001335934,"domain_scores_codex":[0.9742062,0.005095319,0.002288631,0.003277466,0.01429234,0.0008400228],"domain_scores_gemma":[0.9111134,0.03652325,0.002424559,0.03367627,0.01484135,0.001421053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002652402,0.0002765025,0.001111446,0.002539975,0.0001273259,0.00008157466,0.0005886149,0.01094578,0.01086639,0.1479921,0.02081681,0.8043883],"study_design_scores_gemma":[0.0001427952,0.0003877145,0.001483743,0.00347296,0.0001967949,0.0009609726,0.0002880609,0.1945385,0.04167739,0.2145823,0.5420331,0.0002355881],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.002761394,0.01350392,0.9599921,0.002189923,0.0003493659,0.0001798742,0.0002165084,0.007281869,0.01352498],"genre_scores_gemma":[0.06300738,0.02358216,0.8948395,0.001291513,0.0009882606,0.0004471855,0.001566996,0.004613584,0.009663481],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01669194,"threshold_uncertainty_score":0.08206469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009672580553957708,"score_gpt":0.2764194619632309,"score_spread":0.2667468814092732,"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."}}