{"id":"W7018513952","doi":"","title":"Digital Library Federation (DLF) Aquifer Project","year":2006,"lang":"en","type":"other","venue":"NC Digital Online Collection of Knowledge and Scholarship (The University of North Carolina at Greensboro)","topic":"Research Data Management Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Illinois at Urbana-Champaign; Emory University; York University; Johns Hopkins University; University of Minnesota; University of Southern California","keywords":"Aquifer; Deliverable; Work (physics); Digital library; Piping","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":[0.01173791,0.0004005658,0.0004088894,0.003404547,0.005400532,0.007406862,0.002160966,0.00125032,0.03571762],"category_scores_gemma":[0.0114314,0.000413285,0.000397393,0.006072898,0.001050262,0.006993288,0.007031401,0.001060646,0.009469951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009477795,"about_ca_system_score_gemma":0.03024467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1053706,"about_ca_topic_score_gemma":0.1003171,"domain_scores_codex":[0.9943996,0.001469961,0.0002673129,0.0006606687,0.001992388,0.001210154],"domain_scores_gemma":[0.9898095,0.00115682,0.0004368068,0.002110032,0.003340112,0.0031467],"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":[0.0002531254,0.0004257631,0.006421355,0.0002065014,0.00001487178,0.0001527894,0.001812249,0.0006121468,0.0007270075,0.04576468,0.6045996,0.33901],"study_design_scores_gemma":[0.00003331545,0.00004280728,0.003259061,0.00005040098,0.000006879743,0.00009955915,0.001510847,0.001031137,0.001287677,0.002821538,0.9898356,0.00002122055],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08729586,0.002256494,0.09310248,0.03580746,0.00234499,0.00251542,0.05621833,0.0336382,0.6868207],"genre_scores_gemma":[0.1895078,0.001988704,0.1244826,0.004133553,0.0002541655,0.002158779,0.0786027,0.003188775,0.5956829],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9925931,"threshold_uncertainty_score":0.2095145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03144306962773493,"score_gpt":0.2586533345130416,"score_spread":0.2272102648853067,"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."}}