{"id":"W4240125309","doi":"10.1007/978-1-4615-0377-4_13","title":"Graphical Model","year":2003,"lang":"en","type":"book-chapter","venue":"","topic":"Target Tracking and Data Fusion in Sensor Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"TRIUMF","funders":"","keywords":"MAGIC (telescope); Graphical model; The Internet; Computer science; Theoretical computer science; Computational biology; Biology; Statistical physics; Artificial intelligence; World Wide Web; Physics; Quantum mechanics","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":[],"consensus_categories":[],"category_scores_codex":[0.0001279715,0.0002850101,0.000265522,0.0001317806,0.00009696674,0.0001346332,0.001001134,0.0004336682,0.0003545751],"category_scores_gemma":[0.000006629736,0.0002448078,0.0001738121,0.00004038006,0.00006000552,0.0001405291,0.0002548086,0.0005206554,0.0003891397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001560357,"about_ca_system_score_gemma":0.00003930661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001459256,"about_ca_topic_score_gemma":0.000002246497,"domain_scores_codex":[0.9984563,0.000009941678,0.0002749587,0.0006234943,0.0003757532,0.0002595506],"domain_scores_gemma":[0.998461,0.0000559487,0.00008518995,0.001177073,0.00006998147,0.0001508059],"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":[5.686127e-7,0.00000500825,3.618563e-7,0.000002642675,0.000008535904,0.00001538822,0.000005917977,0.0003860269,9.859027e-7,0.8182875,0.176944,0.00434304],"study_design_scores_gemma":[0.00006753283,0.00001324975,3.529659e-7,0.000024326,0.000006699132,0.00002344837,1.469376e-7,0.1173674,0.000003661608,0.3475029,0.5346869,0.0003034028],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[1.052403e-7,0.0001355544,0.4751584,0.0002891377,0.0003389603,0.0000426332,0.000005914248,0.000222238,0.523807],"genre_scores_gemma":[0.000141216,0.0003153904,0.1413843,0.003008882,0.0001069771,0.000002339849,0.00002192471,0.00003430518,0.8549846],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4707846,"threshold_uncertainty_score":0.9982971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02450346965125116,"score_gpt":0.2240359732082577,"score_spread":0.1995325035570065,"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."}}