{"id":"W7052944952","doi":"","title":"Towards an Infrastructure for Internet Enabled Collaborative Agent Systems","year":2007,"lang":"en","type":"article","venue":"NPARC","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"The Internet; Supply chain; Multi-agent system; Domain (mathematical analysis); Collaborative software; Intelligent agent; Work (physics); Architecture","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003241113,0.00054639,0.0006797545,0.0011566,0.001262635,0.004333343,0.002638582,0.002284007,0.004750738],"category_scores_gemma":[0.004876549,0.0007765779,0.0007938948,0.001029474,0.002048102,0.007113295,0.006055524,0.003655862,0.002093636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00152166,"about_ca_system_score_gemma":0.00244827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001942627,"about_ca_topic_score_gemma":0.001193533,"domain_scores_codex":[0.9975675,0.0007493531,0.0001991294,0.0002972814,0.0009379964,0.0002488],"domain_scores_gemma":[0.9970762,0.0008892232,0.0002242758,0.0007583346,0.0007026012,0.0003494431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009718854,0.0002109715,0.0006646833,0.0004711388,0.00005781143,0.0004970796,0.001036753,0.03154523,0.006125409,0.8421645,0.009162118,0.1079673],"study_design_scores_gemma":[0.0001504481,0.0002287796,0.0005424878,0.0005147369,0.00009908173,0.0005447121,0.0006082768,0.2592834,0.009897286,0.2942639,0.433778,0.0000888795],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00609763,0.000988232,0.9691833,0.002241891,0.0001657717,0.000178573,0.00005325271,0.00252223,0.01856915],"genre_scores_gemma":[0.1870484,0.003747896,0.7979866,0.0005044392,0.0002597784,0.000619955,0.0005928201,0.0003996395,0.008840401],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004750738,"threshold_uncertainty_score":0.01714081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00865941125114829,"score_gpt":0.2380742601517324,"score_spread":0.2294148489005841,"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."}}