{"id":"W2911677306","doi":"","title":"Proceedings of the 7th international conference on Knowledge Discovery on the Web: advances in Web Mining and Web Usage Analysis","year":2005,"lang":"en","type":"article","venue":"Web Mining and Web Usage Analysis","topic":"Web Data Mining and Analysis","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Web mining; Computer science; World Wide Web; Web intelligence; Web standards; Data Web; Web development; Web application security; Web modeling; Web application; Knowledge extraction; The Internet; Data science; Web service; Data mining","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":[0.005239438,0.0009914119,0.002112017,0.002320452,0.001167509,0.007103279,0.001685093,0.001705213,0.02748308],"category_scores_gemma":[0.006240881,0.0004735522,0.001129946,0.002243178,0.001385252,0.005050127,0.001873635,0.002872621,0.01146599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001048031,"about_ca_system_score_gemma":0.002679987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004909514,"about_ca_topic_score_gemma":0.009607451,"domain_scores_codex":[0.9976374,0.0006764331,0.0001834176,0.0003303001,0.0009686059,0.000204002],"domain_scores_gemma":[0.9926314,0.002107356,0.0002232358,0.0007833529,0.003183281,0.00107121],"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":[0.0006941752,0.0007877664,0.003556096,0.0006923442,0.0002837587,0.0004414844,0.0005240337,0.001115646,0.007181614,0.01089161,0.2921055,0.6817259],"study_design_scores_gemma":[0.00009749235,0.0003435251,0.007303292,0.0005659548,0.0003689553,0.001175493,0.0008220436,0.02487046,0.01126332,0.02594354,0.9271362,0.0001097288],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.05158248,0.1240352,0.5568772,0.0417162,0.08231185,0.0008351898,0.002993162,0.004976706,0.134672],"genre_scores_gemma":[0.1497157,0.0792769,0.2794448,0.005738449,0.02806563,0.0005237494,0.01364234,0.002127654,0.4414647],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02748308,"threshold_uncertainty_score":0.09194005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01868072246058774,"score_gpt":0.2664678743668121,"score_spread":0.2477871519062244,"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."}}