{"meta":{"query_hash":"d16a521fe93b","filters":{"venue":"Mathematical Models and Computer Simulations"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"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/d16a521fe93b","api":"https://metacan.xera.ac/api/v1/cohort?venue=Mathematical+Models+and+Computer+Simulations"},"results":[{"id":"W2034008930","doi":"10.1134/s2070048212030052","title":"Jet acceleration in a variety of mass source model options","year":2012,"lang":"en","type":"article","venue":"Mathematical Models and Computer Simulations","topic":"Gamma-ray bursts and supernovae","field":"Physics and Astronomy","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":"Physics; Magnetohydrodynamics; Outflow; Jet (fluid); Nozzle; Astrophysics; Acceleration; Magnetohydrodynamic drive; Nebula; Accretion (finance); Mechanics; Computational physics; Plasma; Classical mechanics; Stars; Nuclear physics; Meteorology","score_opus":0.03917473962385806,"score_gpt":0.2633154082803804,"score_spread":0.22414066865652235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034008930","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63144386,0.001676851,0.25646812,0.0018903303,0.00027121912,0.00024658552,0.0021432121,0.00086752087,0.104992315],"genre_scores_gemma":[0.97548586,0.00047637773,0.011483354,0.00013713955,0.00006890662,0.00020487861,0.00047221076,0.000089692316,0.01158149],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99984634,0.000048171376,0.000008295797,0.000023337916,0.000038417584,0.000035445377],"domain_scores_gemma":[0.99961984,0.00017352647,0.00006750091,0.000033568427,0.000057039015,0.00004850816],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035343153,0.00075779756,0.0007609454,0.00069509994,0.0006346097,0.0017985094,0.0014279261,0.0017000719,0.0036204779],"category_scores_gemma":[0.0012330625,0.00036222403,0.0010403497,0.00049779465,0.0005421206,0.00087418157,0.00097401836,0.00070044305,0.0004653805],"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":[0.00008277156,0.00005164436,0.001382914,0.000036190715,0.000021056576,0.00021945495,0.000060125836,0.9579994,0.0010546327,0.036823623,0.00065913855,0.001608988],"study_design_scores_gemma":[0.000056949328,0.00002519668,0.00025262762,0.0000066604352,0.000008259092,0.000038182447,0.000018644592,0.99404705,0.00016102078,0.0045692567,0.00080615375,0.000010062013],"about_ca_topic_score_codex":0.006380483,"about_ca_topic_score_gemma":0.0025487682,"teacher_disagreement_score":0.006380483,"about_ca_system_score_codex":0.00084654556,"about_ca_system_score_gemma":0.0006110164,"threshold_uncertainty_score":0.01268667},"labels":[],"label_agreement":null},{"id":"W4400000663","doi":"10.1134/s2070048224700169","title":"Modelling Typhoid Fever Transmission with Treatment Relapse Response: Optimal Control and Cost-Effectiveness Analysis","year":2024,"lang":"en","type":"article","venue":"Mathematical Models and Computer Simulations","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Typhoid fever; Transmission (telecommunications); Medicine; Optimal control; Computer science; Intensive care medicine; Oncology; Virology; Mathematical optimization; Mathematics; Telecommunications","score_opus":0.052776094989645306,"score_gpt":0.33991570520826253,"score_spread":0.2871396102186172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400000663","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.56814307,0.004135453,0.40290466,0.0027364271,0.00018934452,0.0006643813,0.00090478815,0.00021670974,0.020105204],"genre_scores_gemma":[0.9895523,0.00040119194,0.007989528,0.00006006804,0.000018108947,0.0001846459,0.00007972231,0.000009570834,0.0017047949],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988537,0.00071899034,0.000032197397,0.00011214208,0.000112491914,0.00017047278],"domain_scores_gemma":[0.99644095,0.002947592,0.00024511633,0.000052681084,0.00024392936,0.00006958872],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025697849,0.0012044315,0.0015213303,0.0012188769,0.0003798534,0.0015326039,0.0012247249,0.002277219,0.003377439],"category_scores_gemma":[0.0070307986,0.0007204428,0.0015648655,0.0007167267,0.0007329188,0.0008620187,0.00087344553,0.0013672229,0.00012945259],"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":[0.000031597687,0.000025600766,0.00022358973,0.000033303386,0.00001958171,0.000025818345,0.0000055227583,0.9975247,0.00008816658,0.0011379519,0.00005772876,0.0008264845],"study_design_scores_gemma":[0.00000814031,0.00004117386,0.000106974236,0.0000066444654,0.000020760895,0.000005600689,0.00001073385,0.9990544,0.000051357893,0.0006357449,0.000055165172,0.0000033558542],"about_ca_topic_score_codex":0.016786639,"about_ca_topic_score_gemma":0.004494143,"teacher_disagreement_score":0.016786639,"about_ca_system_score_codex":0.0025223575,"about_ca_system_score_gemma":0.0018816871,"threshold_uncertainty_score":0.033377826},"labels":[],"label_agreement":null}]}