{"id":"W2025747412","doi":"10.1002/meet.14504301279","title":"Exploring multiple browser session behavior","year":2006,"lang":"en","type":"article","venue":"Proceedings of the American Society for Information Science and Technology","topic":"Personal Information Management and User Behavior","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Session (web analytics); Computer science; Web browser; Task (project management); World Wide Web; Web navigation; Multimedia; Human–computer interaction; Web page; The Internet; Engineering","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":[0.001923186,0.0001001433,0.0001803799,0.0004999437,0.0005876375,0.0002818699,0.001012367,0.00003291478,0.000002684613],"category_scores_gemma":[0.0008192804,0.00006425737,0.0001292173,0.004557069,0.001677745,0.006816202,0.0004037736,0.0000933043,0.000007461258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005638719,"about_ca_system_score_gemma":0.00005960932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003008967,"about_ca_topic_score_gemma":0.000001099856,"domain_scores_codex":[0.9978863,0.000001316534,0.000534691,0.0001706676,0.001129921,0.0002770793],"domain_scores_gemma":[0.9970255,0.00007501987,0.000841672,0.0001539401,0.001866316,0.00003752189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003872834,0.00007782359,0.4691667,0.00004411139,0.00001200214,2.486472e-8,0.002245763,0.00001431379,0.05621897,0.0828572,0.02148487,0.3678395],"study_design_scores_gemma":[0.001246817,0.0002706933,0.6245785,0.00004436975,0.00007908871,0.00001587982,0.08638275,0.008935548,0.09662902,0.008844442,0.1724449,0.000528086],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962271,0.000005010046,0.0002192454,0.001982905,0.0000871997,0.0003761277,0.0000116111,0.00007090288,0.001019879],"genre_scores_gemma":[0.9952955,0.00001444394,0.0041039,0.0003121247,0.00001606587,0.0001599039,0.000001097712,0.00000298683,0.00009399799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3673114,"threshold_uncertainty_score":0.6181723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1783959051990585,"score_gpt":0.3719257481020409,"score_spread":0.1935298429029824,"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."}}