{"id":"W4389509223","doi":"10.1002/spe.3296","title":"Parsing millions of URLs per second","year":2023,"lang":"en","type":"article","venue":"Software Practice and Experience","topic":"Spam and Phishing Detection","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université TÉLUQ; Université du Québec à Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Parsing; Node (physics); Programming language; Parser combinator; Operating system; Artificial intelligence; Physics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002595037,0.00007210555,0.00008828599,0.00008524952,0.0001904499,0.0001177625,0.0002319397,0.00004296079,0.00003049695],"category_scores_gemma":[0.0006889786,0.00006913872,0.00002561357,0.0005017802,0.0000634986,0.001713288,0.000138027,0.00009770692,0.00005140538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009165952,"about_ca_system_score_gemma":0.00003225659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006083547,"about_ca_topic_score_gemma":0.000005415073,"domain_scores_codex":[0.9992208,0.00004930715,0.0001336735,0.0002480373,0.0001782259,0.000169977],"domain_scores_gemma":[0.9990088,0.0004870677,0.00008697298,0.0002752536,0.0000787649,0.00006315773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001335571,0.0003243054,0.01548308,0.0002755716,0.0001054619,0.0001792559,0.4476196,0.0002759209,0.06028623,0.01498219,0.01550774,0.4448271],"study_design_scores_gemma":[0.001419092,0.001007525,0.05476591,0.0003084028,0.00007491271,0.0009576633,0.03719574,0.01393496,0.0994781,0.01319188,0.7759471,0.001718709],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8205583,0.0006016957,0.1746098,0.001723635,0.0008967606,0.00011688,0.000003191967,0.0004628634,0.001026863],"genre_scores_gemma":[0.9700563,0.0001343795,0.0291259,0.0004093607,0.00004296142,0.00001605751,0.000001046587,0.000005697641,0.0002082912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7604394,"threshold_uncertainty_score":0.2819395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02164362833989121,"score_gpt":0.2929179877798292,"score_spread":0.2712743594399381,"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."}}