{"id":"W4253918875","doi":"10.3138/jsp.40.3.219","title":"Digital Scholarship in the University Tenure and Promotion Process: A Report on the Sixth Scholarly Communication Symposium at Georgetown University Library","year":2009,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Web and Library Services","field":"Computer Science","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scholarship; Promotion (chess); Digital scholarship; Scholarly communication; Theme (computing); Publishing; Public relations; Sociology; Work (physics); Process (computing); Political science; Library science; Engineering; Computer science; World Wide Web; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.02900808,0.0002478406,0.0003112514,0.001600723,0.03216929,0.01769789,0.002614832,0.00729717,0.01017762],"category_scores_gemma":[0.03165419,0.0007036743,0.0003169384,0.003374734,0.007639874,0.00630297,0.01288932,0.00774377,0.001728935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01890075,"about_ca_system_score_gemma":0.04902038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08977038,"about_ca_topic_score_gemma":0.1687008,"domain_scores_codex":[0.9777053,0.01158303,0.0008647959,0.00054835,0.005514833,0.003783666],"domain_scores_gemma":[0.9630336,0.01500238,0.002063213,0.001376822,0.006195023,0.01232903],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002358595,0.0006351866,0.0195443,0.0007944586,0.00001772979,0.002873971,0.5438906,0.0003604497,0.001969166,0.03892298,0.2288706,0.1618847],"study_design_scores_gemma":[0.00002558757,0.0001059197,0.01708011,0.0005350627,0.00001246691,0.0003328785,0.3241945,0.0001933081,0.001478949,0.002157662,0.653808,0.00007550737],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.391507,0.01309912,0.00114572,0.5105423,0.003474544,0.0002200724,0.0001183143,0.0001616607,0.07973114],"genre_scores_gemma":[0.812044,0.01108003,0.001819343,0.02724531,0.001576451,0.0002233414,0.0001620397,0.0001714787,0.1456781],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9823021,"threshold_uncertainty_score":0.1784957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01675326222739936,"score_gpt":0.1994546286076715,"score_spread":0.1827013663802722,"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."}}