{"id":"W7037244116","doi":"","title":"A Distributed Architecture for Design Environment Using Asynchronous Cognitive Agents","year":2007,"lang":"en","type":"article","venue":"NPARC","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Architecture; Asynchronous communication; Extensibility; Cognitive architecture; Agent architecture; Distributed Computing Environment; Cognition","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002227879,0.00009769416,0.00009065815,0.000005672293,0.0001939773,0.00002496791,0.00007226312,0.00006454805,0.0003791029],"category_scores_gemma":[0.00003927074,0.00004225376,0.00006765916,0.00007634187,0.00003735928,0.00003539197,0.00002718642,0.00005428557,0.00001046713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006882864,"about_ca_system_score_gemma":0.000005644534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001855073,"about_ca_topic_score_gemma":0.00004433314,"domain_scores_codex":[0.9992863,0.00002936551,0.0001254882,0.0001929174,0.00009621523,0.0002697359],"domain_scores_gemma":[0.9995658,0.0002488172,0.00005536952,0.00002378531,0.00002194441,0.00008429641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000442981,0.0002065725,0.003562592,0.000006048081,0.00002630653,0.000009119738,0.00004948532,0.0001712738,0.113234,0.0001295493,0.0002099058,0.8819522],"study_design_scores_gemma":[0.003704856,0.003395204,0.5308633,0.0001947768,0.0003220009,0.00008936966,0.001606078,0.00963813,0.2040087,0.02290775,0.2213292,0.001940689],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.603874,0.00001296425,0.3951538,0.0000996763,0.00002717652,0.0003589114,0.0002563659,0.00001876843,0.0001983663],"genre_scores_gemma":[0.9954017,0.000002264915,0.003964566,0.00009858971,0.0001408025,0.00002504307,0.0003617707,2.957769e-7,0.000004992649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8800115,"threshold_uncertainty_score":0.4150912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04396373481062541,"score_gpt":0.2425626628221586,"score_spread":0.1985989280115332,"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."}}