{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006660784,0.0003928149,0.0005128728,0.000494361,0.0002499333,0.0005053364,0.0006910668,0.0005325399,0.002186067],"category_scores_gemma":[0.002153842,0.0002156597,0.0002502519,0.0003101548,0.0001114765,0.0007715527,0.0004982207,0.0004518261,0.001181708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001614489,"about_ca_system_score_gemma":0.0003993835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001910864,"about_ca_topic_score_gemma":0.003028713,"domain_scores_codex":[0.9995296,0.0001106699,0.00003313262,0.0001592665,0.0001374855,0.0000298587],"domain_scores_gemma":[0.9986627,0.000553094,0.0001328366,0.0002918162,0.0002311082,0.0001284731],"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":[0.002126213,0.001022389,0.02362213,0.0004392529,0.0001106738,0.001342876,0.001503388,0.0223324,0.09749537,0.002386048,0.01390648,0.8337127],"study_design_scores_gemma":[0.0001099891,0.0003957177,0.01404122,0.00004069673,0.00009662418,0.001323223,0.0003032201,0.9240165,0.04071715,0.002969633,0.01588867,0.00009736168],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.3770968,0.0004627271,0.5559835,0.0002737264,0.00004289429,0.0002723446,0.0009646232,0.06035389,0.004549487],"genre_scores_gemma":[0.7905197,0.0001609489,0.2023185,0.0001433506,0.00003170643,0.0001075785,0.000857693,0.0002426816,0.005617758],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.002186067,"threshold_uncertainty_score":0.007313073,"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."}}