{"id":"W1838719609","doi":"10.1109/cacwd.2004.1349141","title":"Decision fusion in cooperative adaptive systems","year":2004,"lang":"en","type":"article","venue":"","topic":"Fuzzy Logic and Control Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Artificial intelligence; Probabilistic logic; Machine learning; Classifier (UML); Adaptive system; Weighting; Sensor fusion; Fuzzy logic; Cluster analysis; Data mining","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":[0.001499457,0.0007375754,0.001108829,0.000521075,0.0006380457,0.001650308,0.0009669865,0.00137514,0.01031134],"category_scores_gemma":[0.003416867,0.0002210357,0.0005163269,0.001028357,0.001175815,0.001098599,0.001284928,0.001422428,0.001755763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001521439,"about_ca_system_score_gemma":0.0007773438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003442451,"about_ca_topic_score_gemma":0.00161188,"domain_scores_codex":[0.9987665,0.0004659702,0.00006581214,0.000236981,0.0003268592,0.0001378299],"domain_scores_gemma":[0.9983578,0.0009602792,0.0001165152,0.00008502796,0.0003993729,0.00008091897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002774536,0.00007691811,0.001011554,0.0008636132,0.0001602211,0.0004247224,0.0003705891,0.4762674,0.002504218,0.2079892,0.01855948,0.2914947],"study_design_scores_gemma":[0.00005557853,0.000199761,0.0006000689,0.0001596372,0.00007591513,0.0001312211,0.00009227252,0.7857903,0.0009347544,0.1701558,0.04175723,0.00004743051],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01784861,0.01736535,0.8993615,0.002794812,0.001365251,0.0001706499,0.0001550787,0.0004821307,0.06045672],"genre_scores_gemma":[0.8793823,0.01121924,0.07326645,0.0006706445,0.001192766,0.0003165648,0.0003347996,0.00007498391,0.03354236],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01031134,"threshold_uncertainty_score":0.03449488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01489111390542131,"score_gpt":0.2222596387978533,"score_spread":0.207368524892432,"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."}}