{"id":"W2055872030","doi":"10.5539/cis.v6n1p39","title":"Analysis and Evaluation of WebTrends Log Analyzer","year":2012,"lang":"en","type":"article","venue":"Computer and Information Science","topic":"Consumer Market Behavior and Pricing","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Debiasing; Spectrum analyzer; Product (mathematics); Software; Software engineering; Data mining; Operating system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001830222,0.00004717187,0.00007981281,0.0007595782,0.000117396,0.0002023142,0.00007436489,0.00001260271,0.00006803176],"category_scores_gemma":[0.00002772347,0.00003950094,0.0000191545,0.00143997,0.0001013645,0.009864541,0.0001225381,0.00002380216,0.000006907496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006299516,"about_ca_system_score_gemma":0.00001250259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005207031,"about_ca_topic_score_gemma":0.000003270779,"domain_scores_codex":[0.9993402,0.000005328543,0.0001647096,0.00005954967,0.000324178,0.0001060663],"domain_scores_gemma":[0.9994779,0.00001515023,0.0001139127,0.00008759771,0.0002914182,0.00001403216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000001414912,0.000004697346,0.5791114,0.00001274013,0.000007528544,5.763228e-9,0.0002031673,0.00004653127,0.00002767027,0.001027823,0.00003128253,0.4195257],"study_design_scores_gemma":[0.0001008775,0.000001313838,0.7775882,0.000002977188,0.0001690833,4.334619e-7,0.00003437718,0.2204507,0.00001992912,0.00002102238,0.001567683,0.00004341143],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791607,0.00005378856,0.01064206,0.00004296808,0.0001357634,0.00005147172,5.416621e-7,0.00001250455,0.009900188],"genre_scores_gemma":[0.9993648,0.000006458733,0.0003499782,0.0002125597,0.00005558145,0.000001543739,0.000006211476,7.049124e-7,0.000002181478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4194823,"threshold_uncertainty_score":0.7151554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03157788133491982,"score_gpt":0.2848530127790356,"score_spread":0.2532751314441158,"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."}}