{"id":"W2080485692","doi":"10.1145/2678508.2678517","title":"PSBench","year":2014,"lang":"en","type":"article","venue":"","topic":"Peer-to-Peer Network Technologies","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Variety (cybernetics); Benchmark (surveying); Publication; Data science; Artificial intelligence; Business","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":[0.001362911,0.001667097,0.0008605906,0.001629708,0.001144914,0.003780007,0.004575955,0.001604108,0.1472491],"category_scores_gemma":[0.00548821,0.001070521,0.001074181,0.001779657,0.0006118903,0.005358559,0.002970852,0.00254064,0.1138641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008910067,"about_ca_system_score_gemma":0.002107223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004517111,"about_ca_topic_score_gemma":0.004754243,"domain_scores_codex":[0.9986413,0.0002152529,0.0001336393,0.0002701566,0.0005664719,0.0001731027],"domain_scores_gemma":[0.9976197,0.0006156515,0.00007205814,0.0008155626,0.0006701665,0.0002068889],"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":[0.001368615,0.0003260778,0.00145444,0.00149987,0.0001197884,0.0003463349,0.0003575459,0.004362918,0.01279497,0.02602516,0.8201056,0.1312387],"study_design_scores_gemma":[0.0003715774,0.0002148741,0.0007292466,0.0001548624,0.00005208421,0.0002158052,0.0001604034,0.0155756,0.01573674,0.01640384,0.9503028,0.00008217897],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.01050334,0.001854226,0.1646959,0.00159806,0.001754917,0.001351656,0.08773687,0.535549,0.194956],"genre_scores_gemma":[0.07578333,0.003092782,0.1367953,0.00310396,0.0005396755,0.002271152,0.4612398,0.09269625,0.2244777],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.1472491,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006264466055601031,"score_gpt":0.2096647285488846,"score_spread":0.2034002624932836,"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."}}