{"id":"W1510183076","doi":"10.18438/b8b318","title":"Undergraduates Prefer Federated Searching to Searching Databases Individually","year":2008,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Library Collection Development and Digital Resources","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Computer science; Set (abstract data type); Library science; Order (exchange); Quality (philosophy); Information retrieval; Database; World Wide Web","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028972,0.0001796739,0.0004153558,0.00124458,0.000836325,0.003421008,0.0003956681,0.0008394479,0.007135367],"category_scores_gemma":[0.01882426,0.0003310731,0.0003794457,0.001384909,0.000772666,0.002485709,0.001359006,0.0006414106,0.001252403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000510726,"about_ca_system_score_gemma":0.001011446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004488065,"about_ca_topic_score_gemma":0.00806344,"domain_scores_codex":[0.998129,0.0005582655,0.0002346427,0.0001677722,0.0007037815,0.0002065965],"domain_scores_gemma":[0.9903949,0.00365979,0.002363234,0.0005620801,0.001185553,0.001834363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000895013,0.001827492,0.5845555,0.001152825,0.0001253181,0.00134519,0.1211049,0.0001496927,0.004465011,0.0017309,0.01774738,0.2649007],"study_design_scores_gemma":[0.0002877162,0.003585884,0.6415334,0.001278628,0.0002213901,0.003442322,0.2664927,0.0009765786,0.001919252,0.002030653,0.07799017,0.0002412405],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904145,0.00156803,0.0002478605,0.0009335955,0.00004721478,0.00005671379,0.0001612753,0.00003569349,0.006535139],"genre_scores_gemma":[0.992888,0.001564372,0.0006763308,0.001497708,0.0000305846,0.00002504708,0.000155685,0.00001273728,0.003149542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007135367,"threshold_uncertainty_score":0.02387017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04554301084516672,"score_gpt":0.2691065483253681,"score_spread":0.2235635374802014,"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."}}