{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008467711,0.00005824293,0.00005767153,0.00006847171,0.0000325847,0.0000638646,0.001132636,0.00003220512,0.00002593924],"category_scores_gemma":[0.00002241308,0.0000488054,0.00001811578,0.0003376082,0.00001352998,0.0002287741,0.0004534923,0.00005671307,0.001504386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002359451,"about_ca_system_score_gemma":0.00001077735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005326458,"about_ca_topic_score_gemma":0.0000206915,"domain_scores_codex":[0.9993886,0.000005304631,0.00007663147,0.0001962049,0.0001284486,0.0002047589],"domain_scores_gemma":[0.9993514,0.00001870704,0.00001112145,0.000549902,0.00002130584,0.00004752009],"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":[4.298963e-7,0.00001807289,0.0002136345,5.123595e-7,0.000003110493,0.000004588658,0.00008274476,0.0007593519,0.000445745,0.2646012,0.1768308,0.5570397],"study_design_scores_gemma":[0.0001208303,0.00005894315,0.002246631,0.000004460258,0.000001041486,0.00001724561,0.000012935,0.07035203,0.02572911,0.01137668,0.8898314,0.0002486515],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01670721,0.00005829091,0.8752651,0.03960232,0.0001298473,0.00007058548,1.610726e-7,0.002223627,0.06594292],"genre_scores_gemma":[0.5307234,0.000002106506,0.4639561,0.001880932,0.00004741443,0.000005868243,7.786898e-8,0.000002292908,0.003381779],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7130006,"threshold_uncertainty_score":0.9992731,"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."}}