{"id":"W4243536737","doi":"10.1145/1272998.1273009","title":"Melange","year":2007,"lang":"en","type":"article","venue":"ACM SIGOPS Operating Systems Review","topic":"Distributed systems and fault tolerance","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nutrasource","funders":"","keywords":"Computer science; Network packet; Computer network; Code (set theory); Operating system; Programming language; Set (abstract data type)","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":[0.0008255359,0.0008107917,0.0004598099,0.002072728,0.001114953,0.002849013,0.001390122,0.001295897,0.2898126],"category_scores_gemma":[0.003805062,0.000551123,0.0004720872,0.001139011,0.0006283548,0.003415849,0.003928826,0.001306868,0.1684655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009638913,"about_ca_system_score_gemma":0.00111574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002225998,"about_ca_topic_score_gemma":0.002970784,"domain_scores_codex":[0.9991466,0.0001258749,0.00005067582,0.0002271202,0.0003276465,0.0001221571],"domain_scores_gemma":[0.9986979,0.0002544149,0.00008542134,0.0004233996,0.0003208022,0.0002180056],"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":[0.0004435947,0.0000889316,0.001487977,0.0005980064,0.00002584266,0.0003960547,0.0006356179,0.0008125801,0.007354321,0.06859079,0.4508908,0.4686756],"study_design_scores_gemma":[0.000009608829,0.0000174299,0.0003254057,0.0000653811,0.000004501472,0.0001969295,0.00004665057,0.0002879654,0.001347191,0.00292789,0.9947606,0.00001048978],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01083783,0.005136809,0.05127656,0.005643422,0.00219943,0.0002961923,0.01006916,0.05513432,0.8594063],"genre_scores_gemma":[0.05091431,0.003697092,0.03234725,0.001752162,0.000354733,0.0004112931,0.01243045,0.01119947,0.8868933],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2898126,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02637091501732259,"score_gpt":0.3008734253978055,"score_spread":0.274502510380483,"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."}}