{"id":"W4400764556","doi":"10.1007/978-3-031-63989-0_4","title":"SCORE: Scalable Contact Tracing over Uncertain Trajectories","year":2024,"lang":"en","type":"book-chapter","venue":"Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Tracing; Scalability; Computer science; Programming language; Database","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003910381,0.0003670869,0.0004441504,0.0002926029,0.0007529674,0.0007901765,0.002222199,0.0002140339,0.000001104952],"category_scores_gemma":[0.00007598792,0.0002983377,0.0002856996,0.0003710065,0.000266132,0.0009356394,0.0009638971,0.0005475231,0.000001357396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001747225,"about_ca_system_score_gemma":0.0003481598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009065666,"about_ca_topic_score_gemma":0.0001542642,"domain_scores_codex":[0.9983915,0.000007510014,0.0006892156,0.0002466885,0.0003531474,0.0003119191],"domain_scores_gemma":[0.9981642,0.0005944835,0.0003365421,0.0007005987,0.00014014,0.00006397541],"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":[0.00000212366,0.00001179457,0.000007344743,0.0008273276,0.0001337554,5.602461e-7,0.002564067,0.5574154,0.00002878122,0.4266156,0.00007413575,0.01231912],"study_design_scores_gemma":[0.0002349629,0.0001069541,0.00007327969,0.001273432,0.00007804658,0.00001913572,0.000005075113,0.9587803,0.0002114717,0.008301907,0.03033857,0.0005769039],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0003844558,0.001026615,0.9913651,0.0009611478,0.001048836,0.0005556238,0.00007221696,0.0001814344,0.004404596],"genre_scores_gemma":[0.1540584,0.000108121,0.8445688,0.0004669317,0.0002918985,0.00003831517,0.00003506396,0.00004587709,0.0003865704],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.4183137,"threshold_uncertainty_score":0.9999469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02932960138634273,"score_gpt":0.257284519343797,"score_spread":0.2279549179574543,"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."}}