{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0442081,0.0006896588,0.002287812,0.01104495,0.004945059,0.02736221,0.004231326,0.006272345,0.005412583],"category_scores_gemma":[0.06246314,0.001055004,0.0013194,0.01435001,0.01717099,0.04573758,0.009203972,0.007448182,0.002185567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005470763,"about_ca_system_score_gemma":0.004837481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002678061,"about_ca_topic_score_gemma":0.003502567,"domain_scores_codex":[0.963625,0.02068649,0.001512773,0.003478708,0.009585946,0.00111115],"domain_scores_gemma":[0.9076381,0.0714432,0.002435927,0.006678256,0.008185793,0.003618774],"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":[0.0001588606,0.0002723022,0.009033716,0.002096822,0.0001353713,0.0003578287,0.01455155,0.003348459,0.001852789,0.3956281,0.07254436,0.5000198],"study_design_scores_gemma":[0.00004438226,0.0001427369,0.01070507,0.001504324,0.00003859831,0.0009671166,0.02482621,0.01876501,0.001513629,0.4653327,0.4759811,0.0001791325],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.07734162,0.1123177,0.09489325,0.6201774,0.002246103,0.0002933015,0.001177911,0.0009279454,0.09062469],"genre_scores_gemma":[0.6566956,0.1143811,0.1437143,0.03785554,0.01423771,0.000728858,0.001823326,0.001305715,0.02925784],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0442081,"threshold_uncertainty_score":0.2337976,"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."}}