{"id":"W2799255978","doi":"10.1145/3184558.3188749","title":"The Shifting Landscape of Web Search and Mining","year":2018,"lang":"en","type":"article","venue":"","topic":"Web Data Mining and Analysis","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"World Wide Web; Computer science; Session (web analytics); Heading (navigation); The Internet; Web mining; Web content; Web page; Semantics (computer science); Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004978867,0.00003122058,0.00005184384,0.00003327127,0.0001598886,0.0001079484,0.0003530215,0.00001125966,0.00001080706],"category_scores_gemma":[0.00004458901,0.0000180389,0.00001335326,0.0002160647,0.00006740889,0.0001053116,0.000250248,0.00002712446,0.000009405554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001129368,"about_ca_system_score_gemma":0.0000214813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002699533,"about_ca_topic_score_gemma":0.00005159976,"domain_scores_codex":[0.9995571,0.00002655818,0.00008180697,0.0001179602,0.0001072867,0.0001092397],"domain_scores_gemma":[0.9995114,0.0001503128,0.00001771237,0.0002524757,0.00004202402,0.0000261047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000008205527,0.00003349665,0.1349729,0.00002144994,0.0001218793,0.000005408541,0.008639426,0.00001650153,0.005020901,0.06985062,0.01172425,0.769585],"study_design_scores_gemma":[0.0001922756,0.0001117269,0.01028702,0.00002409995,0.000008897653,0.000006886065,0.001502426,0.9784775,0.00380393,0.0001504767,0.00532409,0.0001106383],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9569667,0.0001081701,0.02361798,0.001041126,0.00004708426,0.00001458532,8.056019e-7,0.00003770297,0.01816583],"genre_scores_gemma":[0.9805698,0.00001110726,0.0188067,0.00004201059,0.00004399546,3.384612e-7,2.670225e-7,0.000001369871,0.0005244052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.978461,"threshold_uncertainty_score":0.122975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01973751020774853,"score_gpt":0.2612473597444664,"score_spread":0.2415098495367179,"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."}}