{"id":"W310556167","doi":"","title":"Data Replication Over Disadvantaged Links: A Canadian Naval Perspective","year":2007,"lang":"en","type":"article","venue":"Defense Technical Information Center (DTIC)","topic":"Military Strategy and Technology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disadvantaged; Replication (statistics); Telecommunications; Perspective (graphical); Computer science; World Wide Web; Business; Operations research; Engineering; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004653382,0.0001633119,0.0001444395,0.0002888181,0.00009665915,0.00003746165,0.0004520737,0.0003746187,0.000115335],"category_scores_gemma":[0.0002363038,0.0001669365,0.00004369401,0.0002956885,0.00008004804,0.001149185,0.00008692859,0.00062354,0.0002668166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000366767,"about_ca_system_score_gemma":0.0000421423,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002075639,"about_ca_topic_score_gemma":0.02420649,"domain_scores_codex":[0.9987554,0.00001119896,0.0004662704,0.0002088639,0.0001573097,0.0004009483],"domain_scores_gemma":[0.9984369,0.00005217357,0.00004722376,0.001188683,0.00009112262,0.0001839227],"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":[0.000464913,0.0004366586,0.0178251,0.0004747119,0.0005800443,0.0001796625,0.004469343,0.001999937,0.003147156,0.6614932,0.1714858,0.1374435],"study_design_scores_gemma":[0.001916485,0.000167271,0.06691413,0.0000905308,0.00007000921,0.0003600338,0.002070519,0.03715735,0.0012935,0.005159934,0.8836805,0.001119785],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3768287,0.0005877432,0.2218324,0.002864441,0.001455855,0.002369325,0.003213812,0.007175742,0.383672],"genre_scores_gemma":[0.9966,0.00004913613,0.001641188,0.0005046432,0.00004689163,0.00001127361,0.00111664,0.00001504082,0.00001522248],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7121946,"threshold_uncertainty_score":0.9935992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02090993175914868,"score_gpt":0.2762294975611633,"score_spread":0.2553195658020146,"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."}}