{"id":"W2159738551","doi":"10.1109/hicss.2011.470","title":"User Behaviour during Web Search as Part of Information Gathering","year":2011,"lang":"en","type":"article","venue":"","topic":"Information Retrieval and Search Behavior","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Computer science; World Wide Web; Information retrieval; Web navigation; Web page","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":[0.0002641244,0.00006830892,0.00007835561,0.0001531101,0.00007580555,0.00006615304,0.0004471268,0.00004037862,0.0005156897],"category_scores_gemma":[0.00001420604,0.00005660165,0.0000439,0.0002714174,0.00002585348,0.00255741,0.0002138507,0.00009537275,0.0004648133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000210815,"about_ca_system_score_gemma":0.00007405952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001266078,"about_ca_topic_score_gemma":0.00000286647,"domain_scores_codex":[0.9990454,0.0000187151,0.0002886869,0.00007086083,0.000369889,0.0002065047],"domain_scores_gemma":[0.9994146,0.000008982578,0.00005983813,0.0002670448,0.0001674825,0.00008210557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000181091,0.0005479794,0.2515511,0.0003826879,0.00006626586,0.0000379738,0.08031998,0.0001379762,0.016332,0.5601822,0.0008847594,0.08937594],"study_design_scores_gemma":[0.00113694,0.0003109085,0.3992185,0.00005373701,0.000008922344,0.00005458837,0.001237717,0.01272666,0.5810266,0.0002419019,0.003547165,0.0004363898],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9568954,0.000001818579,0.01524179,0.00003299211,0.0001002733,0.0001322166,0.00000195924,0.0001051326,0.02748839],"genre_scores_gemma":[0.9912745,0.000006229387,0.007589183,0.00005638639,0.0000085751,0.00000697665,0.000001869135,0.000002504499,0.00105372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5646945,"threshold_uncertainty_score":0.5974389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0330756520206285,"score_gpt":0.2543265236116951,"score_spread":0.2212508715910665,"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."}}