{"meta":{"query_hash":"959b6f3a6934","filters":{"venue":"Afrika Matematika"},"cohort_total":6,"direct_labels_cover":0,"predictions_cover":6,"exported":6,"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/959b6f3a6934","api":"https://metacan.xera.ac/api/v1/cohort?venue=Afrika+Matematika"},"results":[{"id":"W2047228845","doi":"10.1007/s13370-011-0047-5","title":"Une Approche Dynamique pour l’Optimisation des Trajectoires de n Véhicules à Guidage Automatique","year":2011,"lang":"fr","type":"article","venue":"Afrika Matematika","topic":"Advanced Manufacturing and Logistics Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Laurentian University; Polytechnique Montréal","funders":"","keywords":"Successor cardinal; Dynamic programming; Computer science; Trajectory; State (computer science); Mathematical optimization; Mathematics; Algorithm; Physics","score_opus":0.029219276395244697,"score_gpt":0.23396879231148357,"score_spread":0.20474951591623888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047228845","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026363581,0.001507009,0.92649025,0.00033397586,0.00045248467,0.0004756066,0.00003956542,0.00096596126,0.043371595],"genre_scores_gemma":[0.47296095,0.0005682059,0.522901,0.000027389317,0.0001027793,0.00008682849,0.00004377069,0.00010406964,0.0032050468],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9978796,0.0001681618,0.0006788415,0.000376343,0.00019275643,0.00070427574],"domain_scores_gemma":[0.99881554,0.00017422481,0.00022227515,0.0004582979,0.00013672671,0.00019292384],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00046869446,0.00049097143,0.00044334325,0.00016183712,0.00024722723,0.00010693137,0.00029948604,0.00044316988,0.00046561463],"category_scores_gemma":[0.00029460952,0.0005212236,0.00012702476,0.0002836336,0.00021458307,0.0005239127,0.00005672559,0.00035146263,0.00021292646],"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":[0.000021709717,0.00021635824,0.00009193291,0.004889206,0.00017664065,0.00006166155,0.016168965,0.8897286,0.0015395188,0.076703325,0.0011771994,0.00922488],"study_design_scores_gemma":[0.00064412615,0.00012307141,0.004616662,0.0014991306,0.00023325521,0.0001490915,0.0023392532,0.6966676,0.06375107,0.22803201,0.00085927924,0.0010854339],"about_ca_topic_score_codex":0.0012814158,"about_ca_topic_score_gemma":0.00023387528,"teacher_disagreement_score":0.44659737,"about_ca_system_score_codex":0.0004358624,"about_ca_system_score_gemma":0.000072226576,"threshold_uncertainty_score":0.9997239},"labels":[],"label_agreement":null},{"id":"W2065129778","doi":"10.1007/s13370-013-0205-z","title":"Generalized derivations on prime near rings II","year":2013,"lang":"en","type":"article","venue":"Afrika Matematika","topic":"Advanced Topics in Algebra","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Triviality; Mathematics; Semigroup; Commutative property; Ideal (ethics); Prime (order theory); Commutative ring; Torsion (gastropod); Pure mathematics; Combinatorics; Discrete mathematics","score_opus":0.04221325529200781,"score_gpt":0.3062860904287926,"score_spread":0.2640728351367848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2065129778","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9683682,0.000038845606,0.005710316,0.0017456107,0.00028408517,0.0010216236,0.000006860756,0.00050527387,0.02231921],"genre_scores_gemma":[0.6507758,0.000010687224,0.3337445,0.0007407739,0.00016679947,0.00044464215,0.0000136095505,0.00011350204,0.013989708],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9983461,0.00006508367,0.00052757346,0.0003157342,0.00035748858,0.00038800354],"domain_scores_gemma":[0.9983584,0.00030778046,0.00024268226,0.00084427284,0.00013424997,0.000112557536],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00019002185,0.00025968457,0.00036349046,0.000080726226,0.00038643074,0.0001253919,0.00035029152,0.000118580334,0.0023459692],"category_scores_gemma":[0.00061554654,0.00022549175,0.00009552411,0.00020153003,0.00008557596,0.0003311478,0.00018263506,0.00020121229,0.0019612515],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000040801306,0.0001468778,0.0000682439,0.00015869462,0.00004671825,0.000003301975,0.000977632,0.000014099222,0.0030376236,0.98083186,0.0142348865,0.0004759979],"study_design_scores_gemma":[0.00047847242,0.00007224935,0.00044187784,0.00013580665,0.000024211742,0.000009281112,0.00007656092,0.00049329584,0.014420683,0.9767124,0.0068155546,0.00031962417],"about_ca_topic_score_codex":0.000022344528,"about_ca_topic_score_gemma":0.0000034043296,"teacher_disagreement_score":0.32803416,"about_ca_system_score_codex":0.00008021007,"about_ca_system_score_gemma":0.00003088987,"threshold_uncertainty_score":0.99881583},"labels":[],"label_agreement":null},{"id":"W2567530644","doi":"10.1007/s13370-016-0478-0","title":"Coefficient estimates for some general subclasses of analytic and bi-univalent functions","year":2016,"lang":"en","type":"article","venue":"Afrika Matematika","topic":"Analytic and geometric function theory","field":"Mathematics","cited_by":114,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi; University of Victoria","funders":"","keywords":"Lambda; Analytic function; Sigma; Unit disk; Class (philosophy); Univalent function; Unit (ring theory); Mathematics; Combinatorics; BETA (programming language); Taylor series; Pure mathematics; Physics; Mathematical analysis; Computer science; Quantum mechanics","score_opus":0.03955549445014417,"score_gpt":0.29455511527323136,"score_spread":0.2549996208230872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2567530644","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6030148,0.0007836985,0.3919564,0.000961651,0.00046354637,0.0008620381,0.00017845818,0.0001924838,0.001586876],"genre_scores_gemma":[0.97493833,0.00006594707,0.00721854,0.0000478789,0.000091117734,0.00006638158,0.000007577923,0.000037741345,0.017526459],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99865425,0.000037066377,0.00052633253,0.0002690351,0.00023998521,0.00027333107],"domain_scores_gemma":[0.9973516,0.0017206216,0.0002835571,0.0003662286,0.0001758561,0.000102140555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005571365,0.00019468089,0.00046026093,0.0003366175,0.000115986615,0.00002436425,0.00012872151,0.00006705954,0.00034628756],"category_scores_gemma":[0.0011279467,0.00012226155,0.00014187222,0.00031974158,0.0001721322,0.00015549167,0.000062741776,0.00003936133,0.000046010962],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014171367,0.00046514574,0.0032967227,0.002315562,0.00056875555,0.0000040917143,0.0002814188,0.00007763455,0.0049425284,0.9552335,0.03035251,0.0023204184],"study_design_scores_gemma":[0.0039749555,0.0009536376,0.0028941103,0.00089403434,0.0015748827,0.00006699498,0.001728437,0.013506695,0.023915278,0.94337285,0.0061494713,0.0009686297],"about_ca_topic_score_codex":0.0000062701765,"about_ca_topic_score_gemma":0.000001536669,"teacher_disagreement_score":0.38473785,"about_ca_system_score_codex":0.000049606366,"about_ca_system_score_gemma":0.00004245319,"threshold_uncertainty_score":0.49856815},"labels":[],"label_agreement":null},{"id":"W4312106144","doi":"10.1007/s13370-022-01038-0","title":"On the quotient of the logarithms of the middle divisors of an integer","year":2022,"lang":"en","type":"article","venue":"Afrika Matematika","topic":"Analytic Number Theory Research","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Quotient; Integer (computer science); Mathematics; Combinatorics; Logarithm; Mathematical analysis; Computer science","score_opus":0.09134438906859477,"score_gpt":0.3045804135436962,"score_spread":0.21323602447510143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312106144","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9880538,0.000027597604,0.00008437959,0.0008243486,0.00016727363,0.0007860051,0.00006839541,0.000013819431,0.009974395],"genre_scores_gemma":[0.9964891,0.0000011794862,0.00012485479,0.00007440363,0.00001025974,0.00005849692,0.0000010297891,0.00002956055,0.0032111225],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99670386,0.0011049518,0.00062492845,0.00017530657,0.0011615957,0.00022935383],"domain_scores_gemma":[0.9961358,0.0015162899,0.0005813938,0.0015911949,0.00014216415,0.00003319803],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002488594,0.0001497279,0.0003727332,0.00006403774,0.00021868413,0.0000111236795,0.0016300216,0.00004008723,0.0015861063],"category_scores_gemma":[0.0009941839,0.000066905806,0.00025289654,0.0005005716,0.000430193,0.000045166962,0.0009455306,0.0003662559,0.000010950521],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007673513,0.0008388548,0.0008113075,0.00077423704,0.00018825576,0.0000012599232,0.011404208,0.0003324701,0.0011990772,0.98076665,0.0035297326,0.000077223114],"study_design_scores_gemma":[0.0005362896,0.00036218725,0.0011566852,0.0005278693,0.00014826612,0.000015438405,0.023071669,0.0032423963,0.043454275,0.9269748,0.0003107477,0.00019937291],"about_ca_topic_score_codex":0.00008461706,"about_ca_topic_score_gemma":0.000026964966,"teacher_disagreement_score":0.053791836,"about_ca_system_score_codex":0.000062704596,"about_ca_system_score_gemma":0.000082341314,"threshold_uncertainty_score":0.9993266},"labels":[],"label_agreement":null},{"id":"W4362666377","doi":"10.1007/s13370-023-01067-3","title":"Dyck fundamental group on arcwise-connected polygon cycles","year":2023,"lang":"en","type":"article","venue":"Afrika Matematika","topic":"Mathematics and Applications","field":"Mathematics","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Mathematics; Polygon (computer graphics); Simply connected space; Path (computing); Connected space; Affine transformation; Combinatorics; Fundamental group; Realization (probability); Topology (electrical circuits); Pure mathematics; Discrete mathematics; Topological space; Computer science","score_opus":0.09846174663141484,"score_gpt":0.3554451045470432,"score_spread":0.2569833579156284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362666377","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9619998,0.000026256266,0.0007973643,0.0014457551,0.00021770147,0.0011482792,0.000111847265,0.0014062237,0.032846786],"genre_scores_gemma":[0.98405004,0.000026389795,0.010246832,0.0001804784,0.00013515867,0.00045073236,0.00009612368,0.000112621274,0.0047016405],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9979723,0.00007129574,0.00061099115,0.0003912228,0.0004723366,0.00048186706],"domain_scores_gemma":[0.9979309,0.00080881047,0.00025054836,0.0008175163,0.00004811035,0.00014412054],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00051755545,0.00030465223,0.00042986093,0.00022982333,0.00025982768,0.00012699401,0.0003871925,0.00011552303,0.0008197703],"category_scores_gemma":[0.00024639853,0.00025977008,0.00015300198,0.0005896203,0.00006420706,0.000104458886,0.00013914121,0.00017128102,0.004157147],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002335413,0.0006362488,0.00018742775,0.0013732039,0.00013653985,0.00002460926,0.0018940496,0.000008437417,0.009792134,0.82787895,0.15705094,0.0009940923],"study_design_scores_gemma":[0.001064501,0.00018984351,0.002039388,0.000708383,0.0001135479,0.000030474072,0.0023100807,0.0031821947,0.0073407623,0.97000813,0.012158941,0.00085372303],"about_ca_topic_score_codex":0.000013538507,"about_ca_topic_score_gemma":0.000015374402,"teacher_disagreement_score":0.14489199,"about_ca_system_score_codex":0.00005786477,"about_ca_system_score_gemma":0.000017004406,"threshold_uncertainty_score":0.99998546},"labels":[],"label_agreement":null},{"id":"W4413800870","doi":"10.1007/s13370-025-01365-y","title":"A Solow-Swan framework for economic growth with memory effect","year":2025,"lang":"en","type":"article","venue":"Afrika Matematika","topic":"Economic theories and models","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Economics; Keynesian economics; Econometrics; Macroeconomics","score_opus":0.010372286242656719,"score_gpt":0.22264115725958725,"score_spread":0.21226887101693054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413800870","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4874298,0.00279081,0.26889136,0.0036895832,0.0030385733,0.0032062614,0.00073489506,0.00036836756,0.22985035],"genre_scores_gemma":[0.9839969,0.000074546566,0.010128515,0.0005052877,0.0001463366,0.00050889107,0.000023185286,0.000059155835,0.0045571774],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.998204,0.000017506823,0.00072447484,0.0005932274,0.000018180335,0.00044263483],"domain_scores_gemma":[0.9983507,0.0005791871,0.00036877854,0.0005994523,0.000023000961,0.00007889699],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009285497,0.00028250914,0.0008120489,0.00022191454,0.00018038297,0.0001582546,0.0003938087,0.00020573597,0.00040642318],"category_scores_gemma":[0.00012952843,0.00027495073,0.00019367147,0.000086421605,0.00008880163,0.00026726865,0.00008399191,0.0001657765,0.0006933105],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011711462,0.000024805006,0.002243027,0.00056750455,0.0001841388,0.0000010966882,0.00025520124,0.00015172691,0.000003044356,0.994348,0.0019388706,0.00016548311],"study_design_scores_gemma":[0.001209109,0.00022801588,0.00041079684,0.00018638707,0.000034006185,0.000003661079,0.00014953662,0.0014741053,0.00093841343,0.9884556,0.0065094978,0.00040085457],"about_ca_topic_score_codex":0.00012115799,"about_ca_topic_score_gemma":0.000038430673,"teacher_disagreement_score":0.4965671,"about_ca_system_score_codex":0.00018078105,"about_ca_system_score_gemma":0.000052274445,"threshold_uncertainty_score":0.99997026},"labels":[],"label_agreement":null}]}