{"id":"W4250676226","doi":"10.1007/978-1-4614-6170-8_110082","title":"Web Mining","year":2014,"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":[0.0007038792,0.001255664,0.000785432,0.004096561,0.0008327402,0.003483661,0.001649043,0.0009646846,0.06801144],"category_scores_gemma":[0.002512054,0.0006697394,0.0008103966,0.004963999,0.0005032694,0.004777539,0.001792842,0.001671233,0.08108222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005691615,"about_ca_system_score_gemma":0.0008550236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006634415,"about_ca_topic_score_gemma":0.001431446,"domain_scores_codex":[0.9992976,0.00005570198,0.00003679282,0.0001634872,0.0004159171,0.00003051099],"domain_scores_gemma":[0.9991034,0.0002747328,0.00003609709,0.000264218,0.0002704018,0.00005119356],"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":[0.0000117178,0.00004893395,0.0002049769,0.000309037,0.00001697398,0.00005240443,0.00006503818,0.0004268552,0.001400081,0.02474016,0.24213,0.7305938],"study_design_scores_gemma":[0.000004655318,0.00001167322,0.0004364706,0.0002034761,0.00001512738,0.0005200088,0.0000520887,0.00336123,0.002914805,0.04793848,0.9445262,0.00001577254],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002858916,0.01852729,0.351065,0.004847052,0.002622033,0.0004440963,0.003651894,0.01078398,0.6051998],"genre_scores_gemma":[0.01459676,0.01950965,0.1889834,0.002246859,0.001536797,0.0002537112,0.00908245,0.002041735,0.7617487],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06801144,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02278506560617271,"score_gpt":0.2355444448636764,"score_spread":0.2127593792575037,"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."}}