{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005961118,0.002022562,0.002307073,0.001500773,0.0009652136,0.002344112,0.003001556,0.001498081,0.01239221],"category_scores_gemma":[0.003785447,0.0008266005,0.001060382,0.002582638,0.0007348452,0.003197504,0.004378182,0.001663518,0.004172815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001016349,"about_ca_system_score_gemma":0.00158301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01031099,"about_ca_topic_score_gemma":0.01411528,"domain_scores_codex":[0.9990088,0.0000960227,0.00004403931,0.0002585458,0.000494327,0.00009817314],"domain_scores_gemma":[0.9985727,0.0006380764,0.0001016537,0.0004000637,0.0001947601,0.00009273562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009430784,0.000202328,0.002337025,0.0003860715,0.0001915239,0.0003491469,0.000291434,0.332157,0.01152477,0.02570328,0.05490451,0.5710098],"study_design_scores_gemma":[0.00002617262,0.00003163808,0.0001650566,0.000008578133,0.00001077119,0.00005396569,0.00003721881,0.9836517,0.002198381,0.01129529,0.002512213,0.000009015184],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02367735,0.0004111677,0.9394259,0.0002770638,0.0001725073,0.0001467861,0.002228652,0.02777248,0.005888112],"genre_scores_gemma":[0.3780538,0.0005034499,0.5894184,0.0002088295,0.0002324377,0.0003040607,0.007019676,0.003542151,0.02071723],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01239221,"threshold_uncertainty_score":0.0414561,"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."}}