{"id":"W1993288800","doi":"10.1145/1379092.1379143","title":"Iclone","year":2008,"lang":"en","type":"article","venue":"","topic":"Web Data Mining and Analysis","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"World Wide Web; Session (web analytics); Computer science; Web 2.0; Web navigation; Web browser; Social web; The Internet; Social media; Multimedia","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":[0.00003874215,0.00002383384,0.00003687535,0.00002768828,0.00005641477,0.00001637585,0.0003096886,0.000007672806,0.00004546675],"category_scores_gemma":[0.000007548024,0.00001828655,0.0000196453,0.0001820145,0.00001101199,0.0001634071,0.00007491023,0.00001842387,0.0004076061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002282061,"about_ca_system_score_gemma":0.00001108234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003363471,"about_ca_topic_score_gemma":0.000001694442,"domain_scores_codex":[0.9997123,0.000006043787,0.00004142865,0.0001012534,0.00007180712,0.00006716516],"domain_scores_gemma":[0.9996706,0.00001048147,0.00000780295,0.000272116,0.00001044009,0.00002853618],"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":[0.000001595544,0.0002090466,0.02876683,0.000004606542,0.00008063409,0.0003786234,0.001794776,0.00009414447,0.003715096,0.3528933,0.4373349,0.1747265],"study_design_scores_gemma":[0.001014886,0.0001849432,0.07917822,0.00001386795,0.00001967337,0.0006895265,0.00009806274,0.4308552,0.02874441,0.004508577,0.4536341,0.001058518],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0448617,0.00002688292,0.9067912,0.001001401,0.00004772776,0.000007081948,3.100499e-7,0.0001867382,0.04707693],"genre_scores_gemma":[0.8966232,0.000009106627,0.09588316,0.0003531959,0.00002105818,5.565958e-7,8.674368e-7,9.365045e-7,0.00710793],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8517615,"threshold_uncertainty_score":0.5239087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02513115746046025,"score_gpt":0.2101475260132977,"score_spread":0.1850163685528374,"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."}}