{"id":"W609043110","doi":"","title":"Model checking: Correct Web page navigations with browser behavior.","year":2004,"lang":"en","type":"article","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Web Data Mining and Analysis","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; World Wide Web; Web page; Web browser; Static web page; Information retrieval; The Internet; Web navigation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004209965,0.0002527376,0.0003405683,0.0003275619,0.0007033152,0.0001193663,0.001741087,0.0001709697,0.00006681067],"category_scores_gemma":[0.00003220707,0.0002790821,0.0002037222,0.00115232,0.0002200941,0.002022642,0.0005468132,0.0004591281,0.0001384373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001767588,"about_ca_system_score_gemma":0.0003489059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001553374,"about_ca_topic_score_gemma":0.0005204182,"domain_scores_codex":[0.9979861,0.00007948692,0.000188392,0.0006841564,0.0006311903,0.000430691],"domain_scores_gemma":[0.9981604,0.00004184545,0.0002343987,0.001082237,0.0002210681,0.0002600875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005126919,0.003135839,0.6230799,0.0002123755,0.001159378,0.001712391,0.03303859,0.05790985,0.2327619,0.02981106,0.001812298,0.01485371],"study_design_scores_gemma":[0.03032018,0.002416989,0.6749866,0.00221322,0.003385337,0.000866453,0.0104622,0.206809,0.04529726,0.008672446,0.006560439,0.008009912],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9551778,0.00003820526,0.0419797,0.000783338,0.0000693308,0.0001480204,0.00006304764,0.000200003,0.001540498],"genre_scores_gemma":[0.9561588,0.00001149174,0.04193509,0.00009526553,0.00002067642,0.000001026531,0.00005653944,0.00001840454,0.001702775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1874647,"threshold_uncertainty_score":0.9999661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0276791058059839,"score_gpt":0.223309292214712,"score_spread":0.1956301864087281,"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."}}