{"id":"W1977244105","doi":"10.1145/2559936","title":"Automated cookie collection testing","year":2014,"lang":"en","type":"article","venue":"ACM Transactions on Software Engineering and Methodology","topic":"Software Testing and Debugging Techniques","field":"Computer Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; The King's University","funders":"","keywords":"Computer science; Web testing; Web application; Web application security; Security testing; Software engineering; World Wide Web; Web development; Web service; Operating system; Cloud computing","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":[0.001307014,0.001075627,0.0006867674,0.002064864,0.0004979591,0.00109745,0.001481403,0.0007557955,0.004114399],"category_scores_gemma":[0.01054578,0.0003862291,0.0004897864,0.001114265,0.0007965922,0.001366463,0.001205087,0.0007026761,0.001126967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007255694,"about_ca_system_score_gemma":0.001778383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004349885,"about_ca_topic_score_gemma":0.004620513,"domain_scores_codex":[0.9953499,0.0009677064,0.0002136523,0.0006838789,0.002405985,0.0003788353],"domain_scores_gemma":[0.9845718,0.008094545,0.001396334,0.002925884,0.002731422,0.000279973],"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":[0.0009492178,0.0009473313,0.02441908,0.0005958052,0.000123529,0.001080903,0.0008005903,0.05671418,0.1688367,0.008604217,0.01027243,0.726656],"study_design_scores_gemma":[0.0002311017,0.00222089,0.03506434,0.0002242396,0.0001500853,0.002722485,0.0004994121,0.6159855,0.2891108,0.02131302,0.03222151,0.000256593],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4839038,0.0009765662,0.4697802,0.0003509946,0.0001408409,0.0009080886,0.001217206,0.02618462,0.01653753],"genre_scores_gemma":[0.8801357,0.0002284924,0.1123397,0.0001810674,0.00002639155,0.0003121773,0.001302321,0.0005881484,0.004885959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004349885,"threshold_uncertainty_score":0.01376402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08726401518129814,"score_gpt":0.3104312761742673,"score_spread":0.2231672609929692,"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."}}