{"meta":{"query_hash":"dec79ae01808","filters":{"venue":"Contemporary Mathematics"},"cohort_total":9,"direct_labels_cover":0,"predictions_cover":9,"exported":9,"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/dec79ae01808","api":"https://metacan.xera.ac/api/v1/cohort?venue=Contemporary+Mathematics"},"results":[{"id":"W3081064849","doi":"10.37256/cm.142020489","title":"An Example of the Generalized Fractional Laplacian on Rn","year":2020,"lang":"en","type":"article","venue":"Contemporary Mathematics","topic":"Advanced Mathematical Modeling in Engineering","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brandon University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mathematics; Normalization (sociology); Laplace operator; Unit sphere; Fractional Laplacian; Pure mathematics; Mathematical analysis","score_opus":0.10246326840040325,"score_gpt":0.2774587321461416,"score_spread":0.17499546374573832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3081064849","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013056464,0.000030822175,0.9825062,0.00081131037,0.00012767967,0.0001921721,0.0000030962224,0.00017338428,0.0030988744],"genre_scores_gemma":[0.73979694,8.7004184e-7,0.25951532,0.0005676526,0.000050779097,0.000009563015,0.000001100219,0.000015922617,0.000041856314],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99893004,0.000034927423,0.00035240044,0.00022847058,0.00032569983,0.00012844268],"domain_scores_gemma":[0.9987449,0.00021666983,0.00016177163,0.0007152789,0.000056012166,0.00010538368],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016044361,0.00013613063,0.00022759795,0.000026338208,0.000058537553,0.00003305999,0.0009004008,0.000046077177,0.000009030012],"category_scores_gemma":[0.00015690808,0.000097019074,0.00007714902,0.0002109666,0.00003743345,0.00031499815,0.0001291068,0.0001505622,0.000017727783],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000069855478,0.00020032295,0.000026146277,0.0001851611,0.000022848708,0.000003844571,0.0032442037,0.033004556,0.005707008,0.95647204,0.0007909041,0.00033598114],"study_design_scores_gemma":[0.00025825988,0.00008387157,0.000019987605,0.00006730103,0.0000036979866,0.0000037112827,0.000048827023,0.9326685,0.0056463405,0.05978761,0.0012704799,0.00014140076],"about_ca_topic_score_codex":0.000003217189,"about_ca_topic_score_gemma":2.013285e-7,"teacher_disagreement_score":0.899664,"about_ca_system_score_codex":0.000014891262,"about_ca_system_score_gemma":0.000054634987,"threshold_uncertainty_score":0.39563233},"labels":[],"label_agreement":null},{"id":"W4401486906","doi":"10.37256/cm.5320243986","title":"Theorem of Alternative and Scalarization of Optimization Problems in Topological Vector Spaces","year":2024,"lang":"en","type":"article","venue":"Contemporary Mathematics","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saskatchewan Polytechnic","funders":"","keywords":"Mathematics; Locally convex topological vector space; Topological vector space; Vector optimization; Pure mathematics; Topological space; Topology (electrical circuits); Algebra over a field; Optimization problem; Mathematical optimization; Combinatorics","score_opus":0.015868853489273846,"score_gpt":0.23803595247160492,"score_spread":0.22216709898233106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401486906","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19650829,0.002398265,0.7783928,0.00008932602,0.00024291231,0.00027083408,0.000016409958,0.00007367656,0.022007508],"genre_scores_gemma":[0.9932291,0.00020637488,0.0065219644,0.000001697116,0.000013553835,0.0000051850748,0.0000018365052,0.0000048596507,0.000015447038],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996164,0.000007388214,0.00019012507,0.000067294015,0.00006310463,0.00005567553],"domain_scores_gemma":[0.999818,0.00008975529,0.00002418363,0.000042117525,0.000012088643,0.000013802342],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013088722,0.000057380934,0.00014633367,0.00004080334,0.000008956654,0.000010700872,0.000047057587,0.000029372262,0.000020428908],"category_scores_gemma":[0.000025950087,0.000039680646,0.000012943716,0.00016499034,0.0001548108,0.000061156374,0.000028026829,0.000034857672,3.867296e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003836251,0.00003211394,0.00010326548,0.001041097,0.000017734154,0.0000014675737,0.0019788162,0.124018386,0.0027299556,0.86938083,0.000013148275,0.00067933975],"study_design_scores_gemma":[0.00011129092,0.000065765555,0.00003563026,0.00036414352,0.000005109773,0.0000010991184,0.00069655746,0.57265836,0.0066366703,0.41924226,0.000088905035,0.000094216746],"about_ca_topic_score_codex":0.0000013795839,"about_ca_topic_score_gemma":2.5896773e-7,"teacher_disagreement_score":0.7967208,"about_ca_system_score_codex":0.0000051164025,"about_ca_system_score_gemma":0.0000031049701,"threshold_uncertainty_score":0.16181298},"labels":[],"label_agreement":null},{"id":"W4401974097","doi":"10.37256/cm.5320243304","title":"An Efficient Algorithm for Solving the 2-MAXSAT Problem","year":2024,"lang":"en","type":"article","venue":"Contemporary Mathematics","topic":"Optimization and Search Problems","field":"Computer Science","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 Winnipeg","funders":"","keywords":"Maximum satisfiability problem; Mathematics; Algorithm; Mathematical optimization; Theoretical computer science; Computer science; Boolean function","score_opus":0.04618635100849945,"score_gpt":0.3021554689343263,"score_spread":0.2559691179258269,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401974097","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":[0.00006517976,0.0007448964,0.99042875,0.001789116,0.00029501275,0.00091824005,0.000008576321,0.0004664188,0.005283791],"genre_scores_gemma":[0.06544633,0.000013591712,0.9318701,0.00030526245,0.000113275746,0.0001907824,0.000012134443,0.00003358075,0.0020149532],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988531,0.000040416795,0.00030938914,0.00029941156,0.00026445824,0.00023323791],"domain_scores_gemma":[0.9988258,0.00034804197,0.00005718059,0.0005687528,0.00010862229,0.00009161096],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010431387,0.00013524831,0.0001428612,0.00008257231,0.0002141163,0.00080502295,0.00084802066,0.000046196194,0.000009601581],"category_scores_gemma":[0.00003069418,0.00008608173,0.00008286103,0.00030883824,0.000051602186,0.0004123716,0.0001300952,0.0001237193,0.000042728585],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000016710044,0.00034408687,0.0000029965975,0.0006196916,0.000069426766,0.000024247945,0.017026924,0.005982606,0.00037367348,0.8478639,0.024278328,0.10341242],"study_design_scores_gemma":[0.000121780555,0.00007908977,5.9179524e-7,0.00010513207,0.0000037122338,0.000010959782,0.00018658223,0.9642617,0.00020568998,0.020693496,0.014211264,0.00011998706],"about_ca_topic_score_codex":0.0000021121089,"about_ca_topic_score_gemma":4.0794504e-7,"teacher_disagreement_score":0.95827913,"about_ca_system_score_codex":0.00002518493,"about_ca_system_score_gemma":0.00019413434,"threshold_uncertainty_score":0.77628547},"labels":[],"label_agreement":null},{"id":"W4405583035","doi":"10.37256/cm.5420244481","title":"An Experimental Analysis of Traditional Machine Learning Algorithms for Maize Yield Prediction","year":2024,"lang":"en","type":"article","venue":"Contemporary Mathematics","topic":"Smart Agriculture and AI","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Deutscher Akademischer Austauschdienst; International Development Research Centre; Styrelsen för Internationellt Utvecklingssamarbete","keywords":"Mathematics; Algorithm; Yield (engineering); Machine learning; Artificial intelligence; Computer science","score_opus":0.09866828420263846,"score_gpt":0.271002388836738,"score_spread":0.17233410463409954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405583035","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":[0.99365175,0.0015307819,0.0011743155,0.00029120053,0.0002121896,0.00031954618,0.0008188689,0.00018152363,0.0018198014],"genre_scores_gemma":[0.9971392,0.0000074437985,0.00081647,0.000029511806,0.000280825,0.00003774833,0.0012765372,0.0000012959055,0.0004109785],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99929756,0.00001986714,0.00025648065,0.00017849612,0.00015503223,0.000092562856],"domain_scores_gemma":[0.9994651,0.00034857853,0.0000637638,0.000036050646,0.00003501426,0.00005151409],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018477358,0.00010177005,0.00021068609,0.000023764249,0.00008496285,0.000052613035,0.00010470303,0.00006450233,0.00024977286],"category_scores_gemma":[0.000021276886,0.000038086502,0.00020226181,0.0003879846,0.00002554395,0.00018593136,0.000011245373,0.000070082635,0.0000028245543],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044851615,0.0013523526,0.0035606914,0.00015176726,0.0010316598,0.000011023046,0.0025798231,0.00011195176,0.9615565,0.010231533,0.011232694,0.008135139],"study_design_scores_gemma":[0.0006303383,0.0053064716,0.025819777,0.0005257538,0.0015995572,0.00003568633,0.011255962,0.7413497,0.15338255,0.006629658,0.052386638,0.0010779221],"about_ca_topic_score_codex":0.000018178554,"about_ca_topic_score_gemma":0.000012027659,"teacher_disagreement_score":0.80817395,"about_ca_system_score_codex":0.000010271417,"about_ca_system_score_gemma":0.0000064475366,"threshold_uncertainty_score":0.27348378},"labels":[],"label_agreement":null},{"id":"W4406297432","doi":"10.37256/cm.6120256152","title":"Supplier Selection Utilizing AHP and TOPSIS in a Fuzzy Environment Based on KPIs","year":2025,"lang":"en","type":"article","venue":"Contemporary Mathematics","topic":"Multi-Criteria Decision Making","field":"Decision Sciences","cited_by":7,"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 Canada West","funders":"Division of Mathematical Sciences; Alzahra University","keywords":"TOPSIS; Mathematics; Analytic hierarchy process; Selection (genetic algorithm); Fuzzy logic; Operations research; Statistics; Computer science; Artificial intelligence","score_opus":0.1592854200370295,"score_gpt":0.38954711469262077,"score_spread":0.23026169465559126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406297432","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":[0.45528156,0.00076670415,0.32428482,0.0040280353,0.00080991833,0.0021616216,0.000046651145,0.00019375396,0.21242692],"genre_scores_gemma":[0.97351146,0.0000068681693,0.023590306,0.0005460931,0.000017602093,0.00003773371,0.0000024311544,0.000015809897,0.002271698],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99717635,0.00019823566,0.000986862,0.00056415447,0.0008548237,0.00021957628],"domain_scores_gemma":[0.99634075,0.0026469876,0.0002337543,0.0006444411,0.000055620698,0.000078455516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00265504,0.00021609328,0.00044874917,0.00076770486,0.000119721655,0.0002689202,0.00038751672,0.00012002429,0.00024062494],"category_scores_gemma":[0.001708807,0.00017450517,0.00008146475,0.0006329103,0.000076094795,0.00022401333,0.00013535722,0.00018605575,0.0001008875],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00195614,0.006219865,0.24389303,0.0013169046,0.00029114966,0.0005227309,0.020437958,0.013883885,0.04842331,0.13384584,0.19866723,0.33054197],"study_design_scores_gemma":[0.002596388,0.00015221268,0.009600261,0.00065939996,0.00001975865,0.0000065076247,0.0031499376,0.71388096,0.0028861775,0.23191515,0.034591552,0.0005416985],"about_ca_topic_score_codex":0.000008470488,"about_ca_topic_score_gemma":0.000006598706,"teacher_disagreement_score":0.69999707,"about_ca_system_score_codex":0.00009465834,"about_ca_system_score_gemma":0.00009268191,"threshold_uncertainty_score":0.71161145},"labels":[],"label_agreement":null},{"id":"W4407774368","doi":"10.37256/cm.6120256175","title":"Word Motifs and a Generalized Hamming Distance","year":2025,"lang":"en","type":"article","venue":"Contemporary Mathematics","topic":"semigroups and automata theory","field":"Computer Science","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":"Simon Fraser University","funders":"China Scholarship Council","keywords":"Mathematics; Hamming distance; Word (group theory); Hamming graph; Hamming code; Combinatorics; Algorithm; Geometry; Decoding methods","score_opus":0.019554020566804376,"score_gpt":0.24775935032072055,"score_spread":0.22820532975391616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407774368","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030563047,0.0030556782,0.94713444,0.0010460176,0.00023032974,0.00019361936,0.0000025728168,0.00028521987,0.017489092],"genre_scores_gemma":[0.86129594,0.000031337986,0.132617,0.000650231,0.00002473433,0.000021711981,0.000002103787,0.0000106599155,0.0053463094],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99913144,0.000038752267,0.00028589342,0.0002632331,0.00011854303,0.00016214914],"domain_scores_gemma":[0.99905145,0.00019803428,0.000096295385,0.0005689727,0.00003086661,0.000054376964],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032617766,0.00014067955,0.00023871822,0.00008291499,0.000107941625,0.00019283134,0.0005080461,0.00004623909,0.000004292555],"category_scores_gemma":[0.0000695614,0.00012138255,0.000044589822,0.00026082268,0.00006263353,0.00034378175,0.00028257945,0.00007950294,0.000008990583],"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":[0.0000030971294,0.00006121183,0.00022325484,0.000177832,0.00002724971,0.000021270489,0.0012777526,0.0000023206849,0.00051768555,0.97952825,0.0060184253,0.012141627],"study_design_scores_gemma":[0.0011208713,0.0000295951,0.00039406025,0.00061934727,0.000014675838,0.000022573025,0.00041283376,0.277718,0.0024080605,0.67434555,0.04246069,0.0004537171],"about_ca_topic_score_codex":0.000004712164,"about_ca_topic_score_gemma":0.0000011457042,"teacher_disagreement_score":0.8307329,"about_ca_system_score_codex":0.000016128162,"about_ca_system_score_gemma":0.00006212311,"threshold_uncertainty_score":0.4949837},"labels":[],"label_agreement":null},{"id":"W4409710701","doi":"10.37256/cm.6220256119","title":"A More Accurate Metaheuristic Approach for the Art Gallery Problem","year":2025,"lang":"en","type":"article","venue":"Contemporary Mathematics","topic":"Artificial Intelligence in Games","field":"Computer Science","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 Canada West","funders":"Division of Mathematical Sciences; Alzahra University","keywords":"Metaheuristic; Mathematics; Parallel metaheuristic; Mathematical optimization","score_opus":0.09203908360422772,"score_gpt":0.322738223433311,"score_spread":0.23069913982908327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409710701","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":[0.00005567642,0.0006711989,0.94784164,0.0034809583,0.00024605021,0.0013160195,0.0000048977004,0.00021279942,0.04617073],"genre_scores_gemma":[0.26494312,0.000032465814,0.7070936,0.0013932271,0.000097717144,0.0009671163,0.000010644498,0.00003359612,0.025428537],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99850434,0.000048544007,0.0005760709,0.00036568113,0.0002343004,0.00027107378],"domain_scores_gemma":[0.9971858,0.0013229395,0.00021398606,0.0010453324,0.00018110516,0.000050823473],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008368119,0.00021317496,0.00031040676,0.000096706535,0.00024375875,0.00030487232,0.0016939767,0.00007404484,0.0000050932194],"category_scores_gemma":[0.00040580088,0.00014051587,0.0001581598,0.00044066738,0.00015579724,0.00036730597,0.00033779046,0.00015932396,0.000043723492],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019078692,0.0004386192,0.000059383427,0.0007316727,0.00029589835,0.000008153491,0.0052457373,0.001238055,0.00017710918,0.71919703,0.26381868,0.008770542],"study_design_scores_gemma":[0.000115035626,0.000036021476,0.000010156109,0.00008733599,0.000033587727,0.000006142032,0.0009336297,0.82060635,0.0013813558,0.13448842,0.042093746,0.00020820099],"about_ca_topic_score_codex":0.0000034414252,"about_ca_topic_score_gemma":0.0000010848717,"teacher_disagreement_score":0.8193683,"about_ca_system_score_codex":0.000026774434,"about_ca_system_score_gemma":0.00023348605,"threshold_uncertainty_score":0.5730071},"labels":[],"label_agreement":null},{"id":"W4412844959","doi":"10.37256/cm.6420255958","title":"On the Queueing Time Analysis for State-Dependent Fixed-Cycle Traffic Light Queues","year":2025,"lang":"en","type":"article","venue":"Contemporary Mathematics","topic":"Advanced Queuing Theory Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Department of Science and Technology, Ministry of Science and Technology, India","keywords":"Queueing theory; Mathematics; Queue; State dependent; Layered queueing network; Mean value analysis; State (computer science); Computer network; Statistics; Computer science; Algorithm; Mathematical economics","score_opus":0.017488072285591832,"score_gpt":0.24420918005708153,"score_spread":0.2267211077714897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412844959","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":[0.6792209,0.00085628044,0.15234451,0.01369732,0.00051219406,0.0030011563,0.00004920495,0.001388423,0.14892997],"genre_scores_gemma":[0.9857787,0.0000031959112,0.0004585577,0.0018410808,0.00013062876,0.00011333494,0.00003815689,0.000043548527,0.011592819],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99843675,0.000040178365,0.000600932,0.00037830533,0.00026150592,0.00028230768],"domain_scores_gemma":[0.9975037,0.0011293982,0.00045423437,0.00072061154,0.00017762423,0.000014434505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012206021,0.00029327782,0.0005717577,0.0005863453,0.00039891456,0.00033391887,0.000537242,0.00006953713,0.00017365495],"category_scores_gemma":[0.00074810296,0.00020972513,0.0004063703,0.0013101777,0.0000619273,0.00054089737,0.00014444088,0.00015676391,0.00024189803],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030004722,0.0009126829,0.00034688765,0.0011751786,0.0052768476,0.00002954653,0.0010072087,0.13405034,0.0008235026,0.8098608,0.043713104,0.0025038093],"study_design_scores_gemma":[0.00059064943,0.000018910423,0.000022687682,0.00026870758,0.0013213457,3.110863e-7,0.000941951,0.62380385,0.0006220746,0.35623494,0.015702281,0.000472319],"about_ca_topic_score_codex":0.00001855368,"about_ca_topic_score_gemma":0.000036202746,"teacher_disagreement_score":0.48975348,"about_ca_system_score_codex":0.00004966815,"about_ca_system_score_gemma":0.00003923452,"threshold_uncertainty_score":0.8552342},"labels":[],"label_agreement":null},{"id":"W7115567950","doi":"10.37256/cm.6620257570","title":"On the Application of Complex Delta Function Leading to New Fractional Calculus Formulae Involving the Generalized Hypergeometric Function and Kinetic Equation","year":2025,"lang":"","type":"article","venue":"Contemporary Mathematics","topic":"Fractional Differential Equations Solutions","field":"Mathematics","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 Victoria","funders":"Majmaah University","keywords":"Hypergeometric function; Generalized hypergeometric function; Confluent hypergeometric function; Fractional calculus; Gamma function; Hypergeometric function of a matrix argument; Laplace transform; Function (biology); Generalized function","score_opus":0.1383455328284701,"score_gpt":0.3251823697912253,"score_spread":0.1868368369627552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115567950","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04493704,0.0011814263,0.9411238,0.0050743925,0.0007869674,0.0031171392,0.00006399296,0.00011870123,0.0035965354],"genre_scores_gemma":[0.98865265,0.00005225345,0.00659462,0.0009503675,0.00023860495,0.0003525846,0.00016621179,0.000065604065,0.0029271243],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.995892,0.00037541607,0.001768949,0.0005903345,0.0009834187,0.00038988466],"domain_scores_gemma":[0.9905347,0.0063429424,0.0011718515,0.001103366,0.0006806685,0.00016642727],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014209681,0.00053926744,0.00070277415,0.0009860644,0.0011429574,0.00023833921,0.00046754762,0.00029275962,0.00021015218],"category_scores_gemma":[0.003985074,0.00039937353,0.00027756437,0.0027351459,0.00021780531,0.0004294301,0.0002478951,0.0005555084,0.00012157107],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024379708,0.00060760777,0.0001263911,0.0004417793,0.00040740668,1.897024e-7,0.00070885516,0.00335886,0.0063252742,0.9572012,0.02650736,0.004071294],"study_design_scores_gemma":[0.0012879057,0.00031674057,0.0025420466,0.00046165928,0.0007449242,0.000004586007,0.0010814534,0.5058292,0.0002892015,0.48093048,0.0061364956,0.00037531205],"about_ca_topic_score_codex":0.0003732157,"about_ca_topic_score_gemma":0.00010031433,"teacher_disagreement_score":0.9437156,"about_ca_system_score_codex":0.00038375618,"about_ca_system_score_gemma":0.0005137778,"threshold_uncertainty_score":0.9998458},"labels":[],"label_agreement":null}]}