{"id":"W2143483230","doi":"10.1109/icdcsw.2002.1030850","title":"U-P2P: a peer-to-peer system for description and discovery of resource-sharing communities","year":2002,"lang":"en","type":"article","venue":"","topic":"Peer-to-Peer Network Technologies","field":"Computer Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Computer science; XML; Schema (genetic algorithms); Shared resource; Peer-to-peer; World Wide Web; Resource (disambiguation); Publication; Information retrieval; Computer network","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":[0.0006155576,0.000177133,0.0002826072,0.0003116724,0.000174034,0.0004070166,0.001397415,0.00009501929,0.000002736233],"category_scores_gemma":[0.0001399731,0.0001595814,0.00005881548,0.0004533693,0.00007118341,0.0006574965,0.001235776,0.0001285795,0.00001291569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008660465,"about_ca_system_score_gemma":0.000007014412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000180847,"about_ca_topic_score_gemma":0.0001248952,"domain_scores_codex":[0.9985188,0.00003591085,0.000322629,0.0003166682,0.0004406061,0.000365356],"domain_scores_gemma":[0.9984046,0.0001866044,0.00008486767,0.001001711,0.0002447486,0.00007749793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001032564,0.0003370561,0.008697713,0.0009205921,0.0001992533,0.00001933483,0.03397416,0.003909028,0.007382148,0.5980635,0.2335528,0.1128412],"study_design_scores_gemma":[0.002107415,0.001968526,0.004276347,0.001435268,0.00007695764,0.0001704805,0.03199293,0.7580134,0.02652575,0.007413004,0.1641476,0.001872354],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3075498,0.0001517165,0.6790849,0.006235837,0.0002029943,0.0005472503,0.00001676957,0.0008372756,0.005373431],"genre_scores_gemma":[0.9110799,0.000003722729,0.08002996,0.0002129377,0.00003516846,0.00008307827,0.000003402149,0.00001469795,0.008537087],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7541044,"threshold_uncertainty_score":0.6507541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05681637647587048,"score_gpt":0.2440812663830287,"score_spread":0.1872648899071582,"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."}}