{"id":"W2073761305","doi":"10.1145/1740390.1740398","title":"SelfTalk for Dena","year":2010,"lang":"en","type":"article","venue":"ACM SIGOPS Operating Systems Review","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; ENCODE; Conjunction (astronomy); Human–computer interaction","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":[0.004146321,0.001269537,0.0008601525,0.00111791,0.001104834,0.004212277,0.004410337,0.001814644,0.05090888],"category_scores_gemma":[0.01242753,0.001522964,0.001596896,0.0007389375,0.001644149,0.009692865,0.006926282,0.005583464,0.03205295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001117648,"about_ca_system_score_gemma":0.001786551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001388131,"about_ca_topic_score_gemma":0.001575943,"domain_scores_codex":[0.9956001,0.001191997,0.0004539028,0.0006611264,0.001682856,0.0004100402],"domain_scores_gemma":[0.9930754,0.002949398,0.0005650437,0.00201407,0.0008493007,0.000546798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006869454,0.0002719256,0.002030373,0.001516236,0.00009149274,0.0005296888,0.001554926,0.003342988,0.01422635,0.3533818,0.2759606,0.3464066],"study_design_scores_gemma":[0.0000557875,0.00005420755,0.0003393803,0.0001966602,0.00002897305,0.0004331485,0.00006201304,0.006590878,0.005570802,0.05063089,0.9359843,0.0000528762],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003231814,0.001815933,0.7645532,0.002259767,0.001299714,0.000330312,0.001623248,0.158265,0.06662096],"genre_scores_gemma":[0.07980958,0.003238587,0.7171757,0.006823487,0.001416389,0.00191274,0.009031099,0.09380618,0.0867862],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05090888,"threshold_uncertainty_score":0.1703072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01782953816987386,"score_gpt":0.2958220418627152,"score_spread":0.2779925036928413,"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."}}