{"id":"W2008941487","doi":"10.1080/0194262x.2012.730465","title":"Information Needs and Library Services for Doctoral Students and Postdoctoral Scholars at Georgia State University","year":2012,"lang":"en","type":"article","venue":"Science & Technology Libraries","topic":"Web and Library Services","field":"Computer Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Interlibrary loan; Library science; Face (sociological concept); State (computer science); Sociology; Political science; Public relations; Computer science; Social science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003559543,0.0001293489,0.0003031739,0.002487015,0.003515674,0.002841647,0.0005215594,0.001136698,0.009392582],"category_scores_gemma":[0.0147448,0.0002581654,0.0002888795,0.002785651,0.0005872,0.002898566,0.001589438,0.0008070612,0.001619336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002569181,"about_ca_system_score_gemma":0.0071447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0425854,"about_ca_topic_score_gemma":0.08542322,"domain_scores_codex":[0.9975591,0.0009250656,0.0001925987,0.0001035415,0.0005098007,0.0007098793],"domain_scores_gemma":[0.9883386,0.003287395,0.001364331,0.0001996289,0.002023396,0.004786563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002969784,0.0008106276,0.7638822,0.0004274238,0.00003218179,0.0008736333,0.07384975,0.0001434878,0.0004824224,0.00227654,0.03783863,0.1190861],"study_design_scores_gemma":[0.00003107535,0.0004389079,0.6947044,0.0003787522,0.0000344756,0.0007466488,0.2634055,0.0005176228,0.0002586124,0.0008815764,0.03855208,0.00005035342],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.976858,0.0009010516,0.00005253795,0.0104624,0.00002484789,0.000047252,0.0005667945,0.00001842097,0.01106876],"genre_scores_gemma":[0.9897223,0.001519833,0.0002346121,0.002084797,0.00004194265,0.00006564237,0.0004606368,0.0000114751,0.005858829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9971583,"threshold_uncertainty_score":0.08467507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007964137759866987,"score_gpt":0.2136080163728074,"score_spread":0.2056438786129404,"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."}}