{"id":"W2106700114","doi":"10.1007/s10618-012-0257-y","title":"Guest editorial: special issue on a decade of mining the Web","year":2012,"lang":"en","type":"editorial","venue":"Data Mining and Knowledge Discovery","topic":"Web Data Mining and Analysis","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Web mining; World Wide Web; Computer science; Data science; Domain (mathematical analysis); Web intelligence; Web development; The Internet; Web page","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":["metaepi_narrow","open_science"],"consensus_categories":[],"category_scores_codex":[0.002399159,0.0006011467,0.0009301166,0.0003407836,0.0003654207,0.0009461672,0.00547045,0.0007024987,0.00001485311],"category_scores_gemma":[0.003014214,0.0004356447,0.0001599398,0.0006276699,0.0002862319,0.001855997,0.00397609,0.0008066013,0.00009419268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005335852,"about_ca_system_score_gemma":0.0009798753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009502688,"about_ca_topic_score_gemma":0.0002419234,"domain_scores_codex":[0.9957718,0.0003355319,0.0007632859,0.001393255,0.001079043,0.0006571443],"domain_scores_gemma":[0.9913553,0.003731174,0.0006309672,0.003870559,0.0002225955,0.0001894337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002809227,0.0001350049,0.00004549465,0.0001005517,0.000171906,0.000005496748,0.00239567,4.011549e-7,0.000009648401,0.00006671969,0.9800925,0.01694848],"study_design_scores_gemma":[0.0004183886,0.0001247365,0.00001270567,0.0006176133,0.000288634,0.000002471007,0.0006783464,0.0006131534,0.00002985731,0.000005072193,0.9967045,0.000504526],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0002927689,0.00190158,0.0001599984,0.00009690954,0.9876504,0.0001118622,0.004687283,0.00007190625,0.00502729],"genre_scores_gemma":[0.0003142792,0.0005874654,0.001061869,0.00001814541,0.9903699,0.00001418016,0.004404083,0.00005251559,0.003177532],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01661196,"threshold_uncertainty_score":0.9999104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02640097352747741,"score_gpt":0.2997039996304098,"score_spread":0.2733030261029324,"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."}}