{"id":"W1514719533","doi":"","title":"Databases, Information Systems, and Peer-to-Peer Computing : Second International Workshop, DBISP2P 2004, Toronto, Canada, August 29-30, 2004 : revised selected papers","year":2005,"lang":"en","type":"book","venue":"Springer eBooks","topic":"Peer-to-Peer Network Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Interoperation; Computer science; World Wide Web; Scalability; Data science; Database; Interoperability","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001657494,0.001887196,0.002602335,0.00233782,0.001324938,0.007772497,0.002383713,0.001545986,0.06468017],"category_scores_gemma":[0.002366857,0.001368763,0.0006932287,0.008431057,0.0012533,0.006635978,0.001558118,0.002734556,0.0428101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003326099,"about_ca_system_score_gemma":0.005697938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02196554,"about_ca_topic_score_gemma":0.03890227,"domain_scores_codex":[0.9988145,0.00007999092,0.00005969296,0.0002111769,0.0007395555,0.00009518489],"domain_scores_gemma":[0.9979995,0.0003675125,0.00004624833,0.0001835185,0.001124746,0.0002784109],"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":[0.00006111557,0.00004144801,0.00008739877,0.0008898306,0.00001982698,0.0000657089,0.0001569569,0.0006265731,0.001616896,0.01063124,0.8086467,0.1771563],"study_design_scores_gemma":[0.00001705457,0.00002797865,0.0002936368,0.0001839469,0.00001860012,0.0002599898,0.00006852977,0.001059133,0.0007509022,0.003759811,0.9935448,0.00001561345],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.003478043,0.4779009,0.1603055,0.01466972,0.03945505,0.0006944287,0.005343549,0.008829257,0.2893237],"genre_scores_gemma":[0.006289085,0.1427302,0.03112295,0.001051823,0.003968707,0.0001531875,0.004365287,0.001490292,0.8088284],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06468017,"threshold_uncertainty_score":0.2163767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01191773499011671,"score_gpt":0.2304003728756849,"score_spread":0.2184826378855682,"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."}}