{"id":"W2143107836","doi":"10.1145/1065983.1066007","title":"MOPAR","year":2005,"lang":"en","type":"article","venue":"","topic":"Peer-to-Peer Network Technologies","field":"Computer Science","cited_by":150,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005802037,0.000799595,0.0005231061,0.001480542,0.001387935,0.002898808,0.001683495,0.001741918,0.2221941],"category_scores_gemma":[0.001633257,0.0003734425,0.000566739,0.001191813,0.0004266528,0.002865951,0.002843394,0.001226027,0.1332794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007711605,"about_ca_system_score_gemma":0.001006577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003028702,"about_ca_topic_score_gemma":0.003467354,"domain_scores_codex":[0.9993912,0.00007503475,0.00002999514,0.0001720999,0.0002448332,0.00008684838],"domain_scores_gemma":[0.9994147,0.00007470835,0.0000363179,0.0001656267,0.0002016591,0.0001070137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003001341,0.0001641293,0.001854672,0.0005957352,0.00004434639,0.0005694415,0.0004192944,0.00271106,0.009350804,0.08651814,0.3008855,0.5965867],"study_design_scores_gemma":[0.00001473771,0.00003220953,0.0004849823,0.00004795266,0.00001021063,0.0002632338,0.00006619979,0.0018878,0.001744398,0.00430904,0.991123,0.0000163302],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01007649,0.003585676,0.1352137,0.005469297,0.003636866,0.0005265548,0.007727453,0.02928482,0.8044792],"genre_scores_gemma":[0.06890764,0.002876693,0.09611999,0.003781788,0.0006723851,0.0004331464,0.01437753,0.004041329,0.8087894],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7778059,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009805789324409137,"score_gpt":0.2316001389767417,"score_spread":0.2217943496523326,"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."}}