{"id":"W4253572947","doi":"10.1007/978-1-4939-7131-2_101459","title":"Web Mining","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Data Mining Algorithms and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; World Wide Web","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":[0.000778314,0.001286634,0.0007803437,0.004191166,0.0008467593,0.003723171,0.001698043,0.001011581,0.07131048],"category_scores_gemma":[0.002828021,0.00068621,0.0008484061,0.005048163,0.000531834,0.005097201,0.001903145,0.001835416,0.08870021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006063466,"about_ca_system_score_gemma":0.0008757597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005840261,"about_ca_topic_score_gemma":0.001215559,"domain_scores_codex":[0.9992581,0.00005946828,0.00003992306,0.000180783,0.0004291679,0.00003258646],"domain_scores_gemma":[0.9989992,0.0002997479,0.00003940136,0.0003079356,0.0002933294,0.00006036499],"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":[0.00001245543,0.0000527501,0.0002042223,0.0003400517,0.00001812203,0.0000507226,0.00006562671,0.000425072,0.001403109,0.02815216,0.2620873,0.7071884],"study_design_scores_gemma":[0.000004409599,0.00001117929,0.0003951925,0.000190747,0.00001406442,0.0004565209,0.00004537501,0.002851842,0.002588724,0.04855756,0.9448699,0.00001434935],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002714524,0.02017819,0.3253583,0.005650282,0.003326024,0.0004360432,0.003908016,0.01067872,0.6277499],"genre_scores_gemma":[0.01523091,0.02170559,0.1796379,0.00263971,0.002018124,0.0002633019,0.009850615,0.002185202,0.7664688],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07131048,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02905702331875278,"score_gpt":0.2492085746995216,"score_spread":0.2201515513807688,"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."}}