{"id":"W2118877017","doi":"10.1145/1536513.1536566","title":"Mammoth","year":2009,"lang":"en","type":"article","venue":"","topic":"Peer-to-Peer Network Technologies","field":"Computer Science","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Mammoth; Modular design; Architecture; Computer science; Replication (statistics); Software engineering; Archaeology; Geography; Programming language","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":[0.000956863,0.0007195086,0.0005127833,0.001167159,0.001045176,0.002330433,0.002388645,0.001206092,0.0544483],"category_scores_gemma":[0.002834924,0.000469731,0.000514216,0.000638836,0.0006255932,0.002276281,0.003304916,0.001077703,0.02072218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000746179,"about_ca_system_score_gemma":0.001370649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003904295,"about_ca_topic_score_gemma":0.00780747,"domain_scores_codex":[0.9988894,0.000141885,0.00003909763,0.0002176837,0.000608986,0.0001029936],"domain_scores_gemma":[0.9990735,0.0002299246,0.00005193004,0.0001880417,0.000276609,0.0001799078],"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":[0.000660165,0.0002420538,0.001657929,0.0008585372,0.00005265144,0.0005240418,0.001055157,0.003052508,0.01829837,0.1119953,0.3320483,0.5295551],"study_design_scores_gemma":[0.00004048675,0.0001264847,0.0008348796,0.00007734171,0.00002002379,0.0004601993,0.00009769854,0.006785899,0.002342528,0.01016788,0.9790123,0.0000342443],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01378027,0.002581648,0.3489,0.002883061,0.001601226,0.001519699,0.004141594,0.05934146,0.5652511],"genre_scores_gemma":[0.1046441,0.002981833,0.4766029,0.004026072,0.0005773872,0.002055701,0.01383637,0.01000805,0.3852677],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0544483,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008340718693413083,"score_gpt":0.2318688566381888,"score_spread":0.2235281379447758,"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."}}