{"id":"W2962970579","doi":"10.33965/ijwi_2018161201","title":"REAL-TIME BROWSING ASSISTANT ON WEB","year":2018,"lang":"en","type":"article","venue":"IADIS INTERNATIONAL JOURNAL ON WWW/INTERNET","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":"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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000621979,0.0002430011,0.00024387,0.0005382807,0.0001215884,0.001179819,0.002527897,0.00007678248,0.001341921],"category_scores_gemma":[0.0001657694,0.0001995619,0.0002448365,0.0002332481,0.00009387056,0.0005893136,0.0002981439,0.0003846086,0.006711592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003283874,"about_ca_system_score_gemma":0.0001214641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005306365,"about_ca_topic_score_gemma":0.00001756154,"domain_scores_codex":[0.997392,0.000133618,0.000514028,0.0004970108,0.001113702,0.0003496635],"domain_scores_gemma":[0.9983711,0.00015325,0.0003620328,0.0004795656,0.0003993264,0.0002346946],"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":[0.0005541208,0.001039248,0.002280527,0.000006660008,0.001751323,0.00204269,0.00172125,0.0001793482,0.0158371,0.1132228,0.7458727,0.1154923],"study_design_scores_gemma":[0.00204761,0.001831098,0.004767254,0.001014103,0.00006655664,0.001300562,0.00005725537,0.3357257,0.009669363,0.002648648,0.6399218,0.0009500069],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5894288,0.00005127591,0.1307113,0.0136886,0.01069758,0.0001483799,0.0001270971,0.0005249565,0.254622],"genre_scores_gemma":[0.9691604,0.00004006291,0.007229802,0.001599407,0.001858995,0.000002291481,0.00002595766,0.00002397651,0.02005915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3797316,"threshold_uncertainty_score":0.9998571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01856080990393245,"score_gpt":0.2843157343075571,"score_spread":0.2657549244036246,"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."}}