{"id":"W1925473938","doi":"10.18438/b8tg82","title":"Library Users Attempt to Access a Wide Range of Information Beyond Books and Articles through a Single Search Box","year":2014,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Information Retrieval and Search Behavior","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Hyperlink; Computer science; Transaction log; World Wide Web; Information retrieval; Database transaction; Interface (matter); Library catalog; Web page; Database","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0007412494,0.0001626953,0.0001826725,0.0003884308,0.0002192068,0.002175029,0.0006061158,0.00008126631,0.00006613891],"category_scores_gemma":[0.001067194,0.0001449387,0.00003776836,0.0008851947,0.00009184345,0.5351885,0.0005818683,0.0002045206,0.00006702162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009710784,"about_ca_system_score_gemma":0.0001859653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001916183,"about_ca_topic_score_gemma":6.161415e-8,"domain_scores_codex":[0.9980894,0.000243125,0.0006836582,0.0001449779,0.0005713301,0.0002675428],"domain_scores_gemma":[0.9973637,0.001544521,0.0003572598,0.0003774124,0.0001370715,0.0002199726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001645358,0.0001690239,0.0203367,0.001356105,0.00004084488,0.000004085779,0.01855434,0.0009296208,0.0003681032,0.6897904,0.01273399,0.2540714],"study_design_scores_gemma":[0.00215358,0.001730445,0.07489613,0.000840246,0.00004952579,0.00005887205,0.002041098,0.08189168,0.08125785,0.001600681,0.7526124,0.0008675409],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2180915,0.0002011341,0.6205788,0.1420845,0.0002401162,0.001433611,0.00003832341,0.0004854666,0.01684651],"genre_scores_gemma":[0.7568343,0.0004508273,0.09426633,0.1481472,0.00004712836,0.00005648322,0.00005059799,0.00001192863,0.0001351654],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7398784,"threshold_uncertainty_score":0.9988608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03147601094057622,"score_gpt":0.2838596031181445,"score_spread":0.2523835921775682,"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."}}