{"id":"W7039325875","doi":"","title":"<i>Managing Information Technology: A Handbook for Systems Librarians</i> by Patricia Ingersoll and John Culshaw","year":2006,"lang":"en","type":"article","venue":"Digital Commons - University of South Florida (University of South Florida)","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"University of California, Irvine; University of California, San Diego; University of California, Los Angeles; Michigan State University; University of Illinois at Urbana-Champaign; University of Oregon; York University; Dartmouth College; University of Notre Dame; Washington State University; University of Oklahoma; University of California, Santa Barbara; North Carolina State University; University of Pittsburgh; Kent State University; University of Pennsylvania; Rice University; Vanderbilt University; Brigham Young University; University of California, Davis; University of Wisconsin-Madison; Arizona State University; Brown University; Harvard University; College of Engineering, Michigan State University; Johns Hopkins University; Florida State University; Wayne State University; Emory University","keywords":"Information system; George (robot)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00908326,0.001461361,0.001480337,0.006897211,0.003209557,0.01168895,0.001750423,0.00431197,0.01715766],"category_scores_gemma":[0.01778593,0.001637516,0.0005332123,0.01264377,0.004760312,0.01777517,0.003598214,0.006554734,0.01679715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004097208,"about_ca_system_score_gemma":0.01397371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01230495,"about_ca_topic_score_gemma":0.02131171,"domain_scores_codex":[0.9949104,0.00180468,0.0006338045,0.0003775756,0.002040229,0.0002333031],"domain_scores_gemma":[0.9857793,0.008021683,0.0006460789,0.000835889,0.003643785,0.001073268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007890914,0.0000467372,0.000142165,0.0006941872,0.000004531907,0.00003050145,0.002425095,0.0001880293,0.000320941,0.01420728,0.7014047,0.280528],"study_design_scores_gemma":[0.000003999071,0.00001212235,0.0001660885,0.0008021597,0.000004772019,0.0000540416,0.0009917355,0.0001596283,0.000163089,0.006471765,0.9911566,0.00001393362],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001412033,0.5128806,0.07878669,0.1618834,0.01491289,0.0007142667,0.0008827464,0.003250867,0.2252764],"genre_scores_gemma":[0.01264704,0.4519487,0.08757203,0.02349589,0.005180194,0.001428138,0.0009433618,0.001849362,0.4149351],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01715766,"threshold_uncertainty_score":0.05739814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009424419199346331,"score_gpt":0.1898554209633272,"score_spread":0.1804310017639809,"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."}}