{"id":"W2913841560","doi":"10.1007/978-0-387-09753-4","title":"Autonomic Communication","year":2009,"lang":"en","type":"book","venue":"","topic":"Network Time Synchronization Technologies","field":"Computer Science","cited_by":66,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","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":[0.0001124752,0.0001616007,0.0001776542,0.0001509736,0.00007572464,0.0001404239,0.002786646,0.0002848619,0.0001339338],"category_scores_gemma":[0.00001103103,0.0001599475,0.0000523892,0.000111379,0.0000592371,0.0002313325,0.0005858951,0.0002682855,0.001203195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000304383,"about_ca_system_score_gemma":0.0003270273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001610212,"about_ca_topic_score_gemma":0.000004726787,"domain_scores_codex":[0.9992027,0.00002149089,0.0002148904,0.0002879273,0.0001257024,0.0001472523],"domain_scores_gemma":[0.9977401,0.00005446664,0.0001648265,0.001960571,0.00005577999,0.00002424418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[5.041148e-8,0.000002831154,1.853512e-7,0.000001147564,0.000004030837,4.666157e-7,0.000006034399,0.00005219816,2.101693e-7,0.5011044,0.3674844,0.131344],"study_design_scores_gemma":[0.00004242504,0.00001768862,0.000008020878,0.0000279736,0.000002664989,0.000003360967,3.667649e-7,0.01286945,0.00003212098,0.2752525,0.7115707,0.0001726761],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[6.074729e-8,0.0008128723,0.2904673,0.0009903223,0.00004266962,0.0001066706,2.35932e-7,0.001690476,0.7058895],"genre_scores_gemma":[0.00007464062,0.0002628572,0.1373499,0.0003764888,0.0000328503,0.000005065225,0.00002654688,0.00001113047,0.8618605],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3440863,"threshold_uncertainty_score":0.9995745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009143404756564074,"score_gpt":0.2121653593516657,"score_spread":0.2030219545951016,"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."}}