{"id":"W4229515876","doi":"10.1145/2954679.2872395","title":"LDX","year":2016,"lang":"en","type":"article","venue":"ACM SIGPLAN Notices","topic":"Security and Verification in Computing","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Defense Advanced Research Projects Agency","keywords":"Computer science; Compiler; Overhead (engineering); Determinism; Causality (physics); Event (particle physics); Scheme (mathematics); Programming language","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":[0.001990355,0.001359201,0.0007938687,0.00194637,0.0008180084,0.002452444,0.002093846,0.001089571,0.08191858],"category_scores_gemma":[0.004865339,0.0009761433,0.001011143,0.001002021,0.0007639013,0.004558106,0.003472598,0.001687033,0.03729616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001205661,"about_ca_system_score_gemma":0.001595587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002714852,"about_ca_topic_score_gemma":0.003693423,"domain_scores_codex":[0.997991,0.0003044636,0.0001697423,0.0006253485,0.0007451755,0.0001642527],"domain_scores_gemma":[0.9977059,0.0005381934,0.0001497565,0.001076678,0.0004574214,0.00007210555],"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":[0.001000318,0.0002260453,0.006547574,0.0009752304,0.0001523465,0.0003826836,0.0003758012,0.007209043,0.01709313,0.08713165,0.2787386,0.6001676],"study_design_scores_gemma":[0.0002070013,0.0001771757,0.002628769,0.0001497478,0.00009267982,0.0004622486,0.0001140958,0.08798008,0.04230084,0.06902467,0.7967709,0.00009183394],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.008259182,0.001033427,0.5820323,0.0008577079,0.000618579,0.0005827495,0.01563393,0.3038629,0.08711921],"genre_scores_gemma":[0.1712004,0.001430521,0.5227652,0.002367635,0.0004391965,0.001201572,0.06380767,0.03388267,0.2029051],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08191858,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03440186732557786,"score_gpt":0.2652169665836356,"score_spread":0.2308150992580578,"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."}}