{"id":"W1976599144","doi":"10.1109/asap.2011.6043224","title":"Message from the conference chairs","year":2011,"lang":"en","type":"article","venue":"","topic":"Mobile Agent-Based Network Management","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Globe; Metropolitan area; Event (particle physics); Entertainment; Library science; History; Art history; Media studies; Archaeology; Art; Visual arts; Computer science; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002038737,0.00009329089,0.0000742138,0.00001518574,0.00008075873,0.00009423285,0.001630125,0.00002082667,0.001750438],"category_scores_gemma":[0.000006148015,0.00005702422,0.00003713859,0.0001413932,0.00003944962,0.0001465481,0.0005324174,0.00007174236,0.0004119599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001705538,"about_ca_system_score_gemma":0.00002322152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006852651,"about_ca_topic_score_gemma":0.0001915005,"domain_scores_codex":[0.9991291,0.00006535549,0.0001209517,0.0002919773,0.0001896652,0.000202951],"domain_scores_gemma":[0.9988465,0.00007568431,0.00004404943,0.0009548795,0.00002515873,0.00005374874],"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":[0.00000334865,0.00004423396,0.0009587962,0.000001761187,0.00003171121,0.00002842561,0.001570472,0.00002549711,0.00003502507,0.8576387,0.06857745,0.07108463],"study_design_scores_gemma":[0.001637504,0.0003321942,0.09900018,0.0000894611,0.00006746898,0.000005729046,0.001051825,0.344556,0.01249519,0.1498546,0.3894348,0.001475084],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003391017,0.00005933443,0.7821319,0.001058521,0.0003210318,0.0001962383,0.000001320851,0.0002134822,0.2126271],"genre_scores_gemma":[0.9744176,0.00002217793,0.02012075,0.002849568,0.00005219126,0.00003653898,0.000001397876,0.000004972538,0.002494825],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9710265,"threshold_uncertainty_score":0.9991621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0527058657576517,"score_gpt":0.2049620180149953,"score_spread":0.1522561522573436,"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."}}