{"id":"W3109383821","doi":"10.1145/3428204","title":"How do programmers use unsafe rust?","year":2020,"lang":"en","type":"article","venue":"Proceedings of the ACM on Programming Languages","topic":"Distributed systems and fault tolerance","field":"Computer Science","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Rust (programming language); Computer science; Programmer; Compiler; Memory safety; Programming language; Code (set theory); Source code; Abstraction","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":[0.01064282,0.0004446706,0.0004055096,0.003801482,0.001775169,0.004095004,0.001491282,0.001510125,0.002046274],"category_scores_gemma":[0.107233,0.0009990128,0.00040268,0.004210689,0.005659316,0.01043724,0.003476636,0.002296576,0.001554551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001578135,"about_ca_system_score_gemma":0.002663461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004593227,"about_ca_topic_score_gemma":0.005608388,"domain_scores_codex":[0.9833333,0.005352962,0.0008417261,0.002597072,0.006870961,0.00100383],"domain_scores_gemma":[0.8764629,0.06045334,0.02581451,0.01570937,0.01969637,0.001863516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001421769,0.000124158,0.2254928,0.001286233,0.0000984301,0.001433926,0.2942823,0.001012131,0.01035359,0.0325762,0.02814287,0.4050551],"study_design_scores_gemma":[0.00005892012,0.0003637027,0.2749755,0.002367766,0.0001446282,0.008272327,0.1617327,0.006653406,0.01839905,0.04660614,0.480016,0.0004099226],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8982088,0.003874487,0.04428279,0.017355,0.0002070079,0.0001053114,0.0008608329,0.002619089,0.03248673],"genre_scores_gemma":[0.9635151,0.002269609,0.0195791,0.003465301,0.00009602016,0.000136027,0.0009056725,0.002179051,0.007854161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01064282,"threshold_uncertainty_score":0.05628532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02775053370188831,"score_gpt":0.246189855091322,"score_spread":0.2184393213894337,"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."}}