{"id":"W2196673986","doi":"","title":"Our Cultural Commonwealth: The report of the American Council of Learned Societies Commission on Cyberinfrastructure for the Humanities and Social Sciences","year":2006,"lang":"en","type":"article","venue":"Illinois Digital Environment for Access to Learning and Scholarship (University of Illinois at Urbana-Champaign)","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":144,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of California, Los Angeles; Graduate Center; National Institutes of Health; University of Illinois at Urbana-Champaign; Medieval Academy of America; Directorate for Computer and Information Science and Engineering; City University of New York; University of Southern California; Princeton University; American Council of Learned Societies; University of California Humanities Research Institute; Georgetown University; Andrew W. Mellon Foundation; Northwestern University; Institute of Museum and Library Services; John D. and Catherine T. MacArthur Foundation; York University; National Endowment for the Humanities; National Science Foundation","keywords":"Cyberinfrastructure; Commonwealth; Digital humanities; Commission; Political science; Social science; Library science; Sociology; Humanities; Public administration; Law; Data science; Computer science; Philosophy","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.006809402,0.001049909,0.0006550677,0.002098225,0.01249261,0.01834742,0.00326323,0.01056943,0.04842106],"category_scores_gemma":[0.01663667,0.000906244,0.0006245777,0.00292427,0.009606925,0.00728641,0.01449479,0.0162466,0.01469034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01249831,"about_ca_system_score_gemma":0.09129612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2360329,"about_ca_topic_score_gemma":0.3357587,"domain_scores_codex":[0.9852288,0.002004438,0.0004837811,0.001479117,0.007882145,0.002921661],"domain_scores_gemma":[0.9832368,0.002159513,0.0008057563,0.001723733,0.006531573,0.00554259],"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":[0.00001415698,0.00006102393,0.0007426548,0.00007827277,0.000005490006,0.00009491333,0.001427989,0.00005245972,0.0001873913,0.01851441,0.9576182,0.02120293],"study_design_scores_gemma":[0.000003641285,0.000004141677,0.001065065,0.0001363133,0.000003295577,0.0000164249,0.0009563008,0.00002522291,0.0001147872,0.00127511,0.996382,0.00001760702],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.00383914,0.01001422,0.002531252,0.5813561,0.01849429,0.0004104623,0.00172878,0.0007733234,0.3808524],"genre_scores_gemma":[0.03148333,0.005321586,0.003863971,0.1399522,0.001985367,0.0005712039,0.001550173,0.0006984877,0.8145736],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9816526,"threshold_uncertainty_score":0.4693182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1097005921677876,"score_gpt":0.2651319118972097,"score_spread":0.1554313197294222,"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."}}