{"meta":{"query_hash":"6977556c8699","filters":{"venue":"Journal of Advances in Applied & Computational Mathematics"},"cohort_total":1,"direct_labels_cover":0,"predictions_cover":1,"exported":1,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/6977556c8699","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Advances+in+Applied+%26+Computational+Mathematics"},"results":[{"id":"W7125237842","doi":"10.15377/2409-5761.2025.12.13","title":"Accurate Estimation of COVID-19 Active Cases Using Bézier Curve-Based Mathematical Modeling","year":2025,"lang":"","type":"article","venue":"Journal of Advances in Applied & Computational Mathematics","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Estimation; Piecewise; Work (physics); Estimation theory; Mathematical model; Pandemic","score_opus":0.21083937935459024,"score_gpt":0.48132510513322635,"score_spread":0.2704857257786361,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7125237842","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09967198,0.00019300287,0.89807856,0.0001455472,0.000024443087,0.000047160058,0.00010324789,0.00020727859,0.0015288452],"genre_scores_gemma":[0.9105504,0.00023147927,0.08763926,0.000028352571,0.000019771514,0.00006560174,0.00023483858,0.00003864885,0.0011916038],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995832,0.00011618123,0.000025914416,0.00011103676,0.00010913186,0.00005464225],"domain_scores_gemma":[0.99882454,0.00062507065,0.00017805799,0.00009668538,0.00023374276,0.000041894582],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009603058,0.0006373024,0.00078656565,0.0011652213,0.00035956313,0.00094162585,0.0010347866,0.0007937741,0.00082943507],"category_scores_gemma":[0.004470559,0.00038754262,0.0009147248,0.00067793654,0.0005164795,0.0011450279,0.00068395364,0.00071143475,0.00019367078],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026482068,0.000016295708,0.0028419788,0.000019702413,0.000009256625,0.00004457763,0.000034346842,0.9790583,0.0008778058,0.0035120202,0.00014002684,0.0134190405],"study_design_scores_gemma":[9.345861e-7,0.0000056801514,0.00020493662,0.0000019443555,0.0000016922329,0.000013222323,0.00000481525,0.99875104,0.00015501786,0.0007634526,0.0000942743,0.0000029757107],"about_ca_topic_score_codex":0.011819523,"about_ca_topic_score_gemma":0.004378645,"teacher_disagreement_score":0.011819523,"about_ca_system_score_codex":0.00079748494,"about_ca_system_score_gemma":0.0011773093,"threshold_uncertainty_score":0.023501456},"labels":[],"label_agreement":null}]}