{"id":"W2914275570","doi":"","title":"Proceedings of the 9th ACM SIGPLAN-SIGSOFT workshop on Program analysis for software tools and engineering","year":2010,"lang":"en","type":"article","venue":"","topic":"Software Engineering Research","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Constructive; Software engineering; Computer science; Software; Library science; Engineering management; Engineering; Programming language","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00976541,0.002076053,0.002015197,0.002590034,0.001380834,0.008764395,0.002215455,0.001828104,0.05036118],"category_scores_gemma":[0.02161019,0.001737044,0.00183737,0.002266548,0.002486475,0.005996821,0.002938594,0.006063126,0.02369728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001991359,"about_ca_system_score_gemma":0.00755349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006988229,"about_ca_topic_score_gemma":0.01060853,"domain_scores_codex":[0.9934683,0.002464379,0.0006771896,0.0007810171,0.00231002,0.0002991215],"domain_scores_gemma":[0.9820843,0.008905138,0.0005112603,0.003276147,0.00389549,0.001327601],"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":[0.0003837392,0.0004713654,0.002207143,0.0007089666,0.000165286,0.0002706047,0.0008440713,0.005409057,0.003898969,0.02490862,0.4176216,0.5431106],"study_design_scores_gemma":[0.00007979167,0.0001967546,0.001627101,0.0006706658,0.0001210599,0.0004724109,0.0003820719,0.01235941,0.003081868,0.03676564,0.9441743,0.00006887123],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.009975191,0.02271698,0.8264573,0.01187022,0.01629796,0.0009651649,0.003303829,0.01147133,0.09694212],"genre_scores_gemma":[0.05553151,0.03537532,0.6882375,0.002720489,0.006632115,0.00120832,0.01441602,0.01024842,0.1856304],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05036118,"threshold_uncertainty_score":0.168475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02374867690451801,"score_gpt":0.2761587287781879,"score_spread":0.2524100518736698,"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."}}