{"id":"W2611436940","doi":"","title":"Placement of file replicas in data grid environments","year":2004,"lang":"en","type":"article","venue":"Deakin Research Online (Deakin University)","topic":"Distributed and Parallel Computing Systems","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Replica; Computer science; File system fragmentation; Replication (statistics); Grid; Data grid; Network packet; Torrent file; Data file; Parallel computing; Operating system; Device file; Computer network; Information retrieval","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001184661,0.0001578822,0.0002609937,0.0007200578,0.0001402511,0.00005669859,0.004130022,0.0001020009,0.00007862251],"category_scores_gemma":[0.0001756989,0.0001721456,0.00005227846,0.001847005,0.0001579508,0.0004346496,0.003123013,0.000459886,0.00007221575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003457213,"about_ca_system_score_gemma":0.0003257667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002009661,"about_ca_topic_score_gemma":0.0004203459,"domain_scores_codex":[0.997016,0.0003596555,0.0003230388,0.000824636,0.0008809045,0.0005958155],"domain_scores_gemma":[0.9973071,0.0002918334,0.0001352607,0.002023069,0.00008021381,0.0001625119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00069568,0.01120439,0.009719766,0.0005687663,0.0004921356,0.007476294,0.002133571,0.1503594,0.00466223,0.6949278,0.1020829,0.01567712],"study_design_scores_gemma":[0.002229366,0.0002772721,0.00633315,0.000298535,0.000005667186,0.00002201037,0.0001986173,0.02297628,0.0003729049,0.0004784194,0.9664778,0.000330027],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6230607,0.000138123,0.3534028,0.003947328,0.0006692577,0.001879312,0.006066266,0.00029103,0.01054519],"genre_scores_gemma":[0.9820094,0.00002852925,0.01559508,0.00003121726,0.0001042087,0.00000159948,0.001226361,0.00001356777,0.0009899974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8643948,"threshold_uncertainty_score":0.7674676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1207307781427326,"score_gpt":0.3449898579825236,"score_spread":0.224259079839791,"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."}}