{"id":"W413907436","doi":"10.1016/j.scico.2014.09.005","title":"Crawl-based analysis of web applications: Prospects and challenges","year":2014,"lang":"en","type":"article","venue":"Science of Computer Programming","topic":"Software Testing and Debugging Techniques","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sketch; Web crawler; Computer science; Crawling; World Wide Web; Web application; Web testing; Field (mathematics); Data science; Web service; Web application security; Web development","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":[0.007766006,0.001225399,0.002023557,0.009487138,0.001054218,0.005919046,0.004211447,0.002487755,0.001220085],"category_scores_gemma":[0.02974852,0.0007809541,0.0008798678,0.006902207,0.001700402,0.009859185,0.001752528,0.002052606,0.001365978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001254591,"about_ca_system_score_gemma":0.003044212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004787864,"about_ca_topic_score_gemma":0.006889781,"domain_scores_codex":[0.9894993,0.003943464,0.0005099199,0.001166764,0.004406086,0.0004744905],"domain_scores_gemma":[0.9413943,0.02863943,0.003778236,0.01064596,0.01367166,0.001870426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003018892,0.001065295,0.08686421,0.0008948218,0.0003701442,0.0003569273,0.0007733665,0.01462042,0.0164369,0.01514056,0.03011601,0.8330594],"study_design_scores_gemma":[0.00008678615,0.0004552663,0.04655755,0.0006161086,0.0002795422,0.001627147,0.002194067,0.7542414,0.0396543,0.1098584,0.04420114,0.000228234],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3041019,0.04629818,0.569122,0.03229814,0.0008537605,0.0003609558,0.002626787,0.03068502,0.01365328],"genre_scores_gemma":[0.7156314,0.01103401,0.2616366,0.00150449,0.000811073,0.0001892239,0.002776962,0.001661859,0.004754487],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009487138,"threshold_uncertainty_score":0.04107106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02232193600195902,"score_gpt":0.26792613935501,"score_spread":0.2456042033530509,"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."}}