{"id":"W2921058353","doi":"10.1145/3361525.3361539","title":"Pando","year":2019,"lang":"en","type":"article","venue":"","topic":"Peer-to-Peer Network Technologies","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"PlanetLab; Rendering (computer graphics); Grid; Private network; Leverage (statistics); Testbed","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001152488,0.0009017822,0.0006030112,0.0008609298,0.001021706,0.00243801,0.002178412,0.0008377703,0.05553086],"category_scores_gemma":[0.003286933,0.0006508398,0.0007235794,0.0006649291,0.0007742159,0.003364992,0.003441276,0.001466664,0.03247193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005719973,"about_ca_system_score_gemma":0.001573371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002376773,"about_ca_topic_score_gemma":0.002598519,"domain_scores_codex":[0.9991109,0.0001183219,0.00004577898,0.0002461975,0.0003325986,0.000146241],"domain_scores_gemma":[0.9985086,0.0002535523,0.00008279852,0.0005174449,0.0003344356,0.000303075],"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":[0.00231772,0.0004847942,0.005936872,0.001014964,0.0001105973,0.0007711868,0.0009059216,0.004846645,0.02827127,0.0728621,0.5235835,0.3588944],"study_design_scores_gemma":[0.0002284262,0.0001931333,0.001950406,0.0001143912,0.0000512611,0.0007566774,0.0001293675,0.02277579,0.01098826,0.02019545,0.9425278,0.00008903101],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.02534954,0.001308243,0.3061458,0.001645749,0.001813778,0.00106077,0.01072273,0.3924355,0.259518],"genre_scores_gemma":[0.2684343,0.001914314,0.2855368,0.002331889,0.0005527663,0.002000355,0.05192365,0.08952708,0.2977788],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.05553086,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005171175364419993,"score_gpt":0.2034283309333506,"score_spread":0.1982571555689306,"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."}}