{"id":"W4384159047","doi":"10.1109/icpc58990.2023.00013","title":"PyVerDetector: A Chrome Extension Detecting the Python Version of Stack Overflow Code Snippets","year":2023,"lang":"en","type":"article","venue":"","topic":"Software Engineering Research","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Japan Society for the Promotion of Science","keywords":"Python (programming language); Computer science; Programming language; Source code","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":[0.002790291,0.002129302,0.0009394537,0.003604478,0.0008132937,0.002009951,0.001401972,0.001658616,0.01618746],"category_scores_gemma":[0.02349527,0.001122853,0.0009986317,0.001366753,0.001177419,0.004051086,0.002773768,0.001444641,0.007291182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006117661,"about_ca_system_score_gemma":0.001329311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002593914,"about_ca_topic_score_gemma":0.003714218,"domain_scores_codex":[0.9972751,0.0002867621,0.0002531989,0.0006924645,0.001231837,0.0002606644],"domain_scores_gemma":[0.9843439,0.008633236,0.001873296,0.001742365,0.002917161,0.0004901259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004194199,0.0005801257,0.06600825,0.003248187,0.0003664363,0.007690791,0.003812908,0.004091674,0.08265068,0.009073337,0.3686171,0.4496663],"study_design_scores_gemma":[0.0004871686,0.0007675016,0.09082542,0.001482513,0.0002668158,0.00783806,0.001229496,0.07087314,0.3569489,0.01294249,0.4552326,0.001105765],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"software","genre_gemma":"empirical","genre_scores_codex":[0.1047795,0.00125404,0.1891675,0.001054882,0.000867441,0.000780771,0.02151028,0.6695179,0.01106769],"genre_scores_gemma":[0.4293512,0.001253877,0.3670764,0.002748649,0.0004277651,0.001297658,0.03420811,0.1289739,0.0346624],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01618746,"threshold_uncertainty_score":0.05415243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02462400889865477,"score_gpt":0.2771210742868963,"score_spread":0.2524970653882415,"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."}}