{"id":"W2188911565","doi":"","title":"A Survey of Analysis Models and Methods in Website Verification and Testing Technical Report 2007-532","year":2007,"lang":"en","type":"article","venue":"","topic":"Web Applications and Data Management","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Computer science; Software; Verification and validation; Data mining; Software engineering; Software testing; Quality (philosophy); Data science; Programming language; Statistics; Mathematics","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":[0.01928202,0.002778761,0.003117014,0.01143311,0.001054776,0.00661902,0.004021672,0.003308676,0.003324579],"category_scores_gemma":[0.04139357,0.002707171,0.003576339,0.009793711,0.002373872,0.009328939,0.002033554,0.003431003,0.002307031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00298027,"about_ca_system_score_gemma":0.003942185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005566751,"about_ca_topic_score_gemma":0.003905986,"domain_scores_codex":[0.9727193,0.008852692,0.003731747,0.002193961,0.01201709,0.0004851177],"domain_scores_gemma":[0.9417742,0.04130207,0.003324389,0.007178773,0.006095129,0.0003253618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001358547,0.0003635896,0.006188178,0.004189136,0.0002973668,0.0003390107,0.0006509816,0.03799531,0.003809516,0.1218228,0.0117184,0.81249],"study_design_scores_gemma":[0.0001173952,0.0004655211,0.007223339,0.007385777,0.0006554562,0.00266554,0.0006713555,0.41447,0.0187258,0.2222449,0.3248417,0.000533132],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.002797127,0.03135539,0.9571553,0.001139701,0.000134502,0.0002342106,0.0003754311,0.001902773,0.004905579],"genre_scores_gemma":[0.05233414,0.05085938,0.8893098,0.0005319067,0.0003284205,0.0008259666,0.00139746,0.0009829178,0.003429996],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01928202,"threshold_uncertainty_score":0.1019742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08848664537865322,"score_gpt":0.3855443338971711,"score_spread":0.2970576885185179,"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."}}