{"meta":{"query_hash":"85218a5749a8","filters":{"venue":"Kinetic and Related Models"},"cohort_total":7,"direct_labels_cover":0,"predictions_cover":7,"exported":7,"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/85218a5749a8","api":"https://metacan.xera.ac/api/v1/cohort?venue=Kinetic+and+Related+Models"},"results":[{"id":"W1966998576","doi":"10.3934/krm.2015.8.1","title":"Convergence rate for the method of moments with linear closure relations","year":2014,"lang":"en","type":"article","venue":"Kinetic and Related Models","topic":"Gas Dynamics and Kinetic Theory","field":"Mathematics","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":"University of Ottawa","funders":"","keywords":"Closure (psychology); Smoothness; Convergence (economics); Jump; Rate of convergence; Stability (learning theory); Applied mathematics; Simple (philosophy); Mathematics; Moment closure; Mathematical analysis; Computer science; Physics; Mechanics","score_opus":0.022165978750747672,"score_gpt":0.28236674427101965,"score_spread":0.260200765520272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966998576","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":[0.06893657,0.00014892477,0.92738235,0.0004860118,0.00008210046,0.00041935878,0.000009343875,0.000022751714,0.0025125942],"genre_scores_gemma":[0.9237458,0.00007857733,0.07274066,0.000026439635,0.000014007771,0.000025420695,0.0000032006803,0.00002193628,0.0033439624],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992833,0.00008140395,0.00025228714,0.0001551154,0.00009302553,0.00013482911],"domain_scores_gemma":[0.9986068,0.00086986664,0.00013943907,0.00024316164,0.00009926785,0.000041493327],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062134466,0.000109345936,0.00018516787,0.000032411397,0.000093012626,0.0000066140256,0.00010041716,0.000096048745,0.00002617752],"category_scores_gemma":[0.000084796455,0.00006188852,0.00004714385,0.000090795045,0.000098227625,0.000028284858,0.000026306603,0.00011735737,0.0000013821827],"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":[0.00006179166,0.00005018175,0.00007348828,0.000073047966,0.00016940317,4.0305093e-7,0.0011921849,0.07188347,0.0003465015,0.9252905,0.00013009566,0.000728922],"study_design_scores_gemma":[0.00054299925,0.0000932627,0.00019162681,0.000035853758,0.00014608334,0.0000069400335,0.000034877536,0.5639986,0.000052697163,0.4346704,0.0001677761,0.000058899866],"about_ca_topic_score_codex":0.000011436878,"about_ca_topic_score_gemma":0.0000014738624,"teacher_disagreement_score":0.8548092,"about_ca_system_score_codex":0.0000046806235,"about_ca_system_score_gemma":0.000014694256,"threshold_uncertainty_score":0.25237405},"labels":[],"label_agreement":null},{"id":"W1995005672","doi":"10.3934/krm.2015.8.201","title":"Remarks on a class of kinetic models of granular media: Asymptotics and entropy bounds","year":2015,"lang":"en","type":"article","venue":"Kinetic and Related Models","topic":"Nonlinear Partial Differential Equations","field":"Mathematics","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"Centre National de la Recherche Scientifique; Natural Sciences and Engineering Research Council of Canada; Institut national de recherche en informatique et en automatique (INRIA); Agence Nationale de la Recherche; University of Victoria","keywords":"A priori and a posteriori; Mathematics; Regular polygon; Statistical physics; Entropy (arrow of time); Kinetic energy; Phase space; Applied mathematics; Physics; Classical mechanics","score_opus":0.050172838266060074,"score_gpt":0.2792387635885776,"score_spread":0.22906592532251752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995005672","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":[0.9018184,0.0011116586,0.08628162,0.00035419033,0.0002382682,0.0005454685,0.00005001534,0.000060127906,0.009540276],"genre_scores_gemma":[0.99162865,0.00027315354,0.007789804,0.00001684929,0.000029260062,0.0000064129067,0.00002092078,0.00003449277,0.00020048594],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99842334,0.00010523528,0.00061018666,0.00024678593,0.00039697846,0.00021747978],"domain_scores_gemma":[0.9987731,0.00027639992,0.00023192324,0.00032428576,0.00020207254,0.00019224932],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025144406,0.00020194952,0.0004682525,0.00014763196,0.00003576665,0.000014917104,0.00010717306,0.000249846,0.000015356904],"category_scores_gemma":[0.00021895189,0.00016698537,0.00006932479,0.0001628789,0.0002611606,0.00007987659,0.00007448588,0.00021713719,0.000002102055],"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":[0.0001729293,0.0005033408,0.00006045317,0.00024439552,0.00017863318,0.000009346434,0.00433792,0.026035802,0.0025316272,0.96470493,0.0003626608,0.0008579756],"study_design_scores_gemma":[0.0011417023,0.00021105097,0.000051687322,0.00012257989,0.00019801687,0.000009456259,0.000060581744,0.45445016,0.0006258743,0.54300284,0.000013923744,0.00011214925],"about_ca_topic_score_codex":0.00003946233,"about_ca_topic_score_gemma":0.000008682581,"teacher_disagreement_score":0.42841434,"about_ca_system_score_codex":0.000019429042,"about_ca_system_score_gemma":0.000057527413,"threshold_uncertainty_score":0.6809466},"labels":[],"label_agreement":null},{"id":"W2033181703","doi":"10.3934/krm.2013.6.429","title":"Collisionless kinetic theory of rolling molecules","year":2013,"lang":"en","type":"article","venue":"Kinetic and Related Models","topic":"Control and Dynamics of Mobile Robots","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":"University of Alberta","funders":"","keywords":"Nonholonomic system; Kinetic energy; Kinetic theory; Classical mechanics; Statistical physics; Invariant (physics); Constraint (computer-aided design); Physics; Kinetic scheme; Closure (psychology); Lagrangian; Mathematics; Mathematical physics; Theoretical physics; Computer science; Geometry","score_opus":0.00500931126885675,"score_gpt":0.16824359212595297,"score_spread":0.1632342808570962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033181703","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":[0.7938781,0.01125952,0.16489607,0.00007363143,0.00022963552,0.00044758394,0.000007021478,0.00019622903,0.02901224],"genre_scores_gemma":[0.99739873,0.0009517635,0.0011297953,0.000011433971,0.000011378976,0.000021153293,0.000004059911,0.000025750182,0.0004459214],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993284,0.000019399688,0.00025199834,0.00012964742,0.000095772746,0.0001747831],"domain_scores_gemma":[0.9996219,0.00007301911,0.000029479444,0.00015327611,0.00004709004,0.000075192176],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000071195405,0.0001320456,0.00020479821,0.00007514153,0.000027169968,0.00001714902,0.00008582647,0.00012715059,0.00007689929],"category_scores_gemma":[0.000007376734,0.000108879525,0.000049097525,0.00008942277,0.000054247248,0.000073775125,0.000028741577,0.00012587801,0.000013241669],"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":[0.0000051861443,0.000013501674,0.00001506109,0.000045512963,0.000047644626,0.0000024228673,0.00015694794,0.9670587,0.0037430308,0.015345992,0.000034206103,0.013531788],"study_design_scores_gemma":[0.0004758116,0.000026300611,0.00065400405,0.0000639742,0.00003103572,0.000008894373,0.00003287746,0.92574596,0.00013091128,0.07267858,0.000027203314,0.0001244344],"about_ca_topic_score_codex":0.00002382668,"about_ca_topic_score_gemma":8.8055083e-7,"teacher_disagreement_score":0.20352067,"about_ca_system_score_codex":0.000007845157,"about_ca_system_score_gemma":0.0000056961503,"threshold_uncertainty_score":0.44399783},"labels":[],"label_agreement":null},{"id":"W2324438375","doi":"10.3934/krm.2008.1.437","title":"On Stop-and-Go waves in dense traffic","year":2008,"lang":"en","type":"article","venue":"Kinetic and Related Models","topic":"Traffic control and management","field":"Engineering","cited_by":17,"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":"Deutscher Akademischer Austauschdienst","keywords":"Quantum nonlocality; Conservation law; Phase space; Physics; Space (punctuation); Order (exchange); Traveling wave; Classical mechanics; Type (biology); Class (philosophy); Phase (matter); Mathematical analysis; Statistical physics; Mathematics; Computer science; Quantum mechanics; Economics; Quantum; Geology","score_opus":0.008334199838143905,"score_gpt":0.17168850480003786,"score_spread":0.16335430496189396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2324438375","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":[0.98416734,0.0025131386,0.0007530933,0.000114767994,0.00008489709,0.00013527945,7.819701e-7,0.00015513903,0.0120755825],"genre_scores_gemma":[0.9968683,0.0020883495,0.00007284121,0.000034433167,0.000007911523,0.000007551849,0.0000015287286,0.000013625972,0.0009054709],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99952966,0.000008499327,0.00012785789,0.00012672124,0.000060149647,0.000147099],"domain_scores_gemma":[0.9998377,0.000023070166,0.0000075472735,0.000078978555,0.000003960577,0.000048767375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003405586,0.00010043369,0.000121263576,0.00008400404,0.000027215461,0.0000061560736,0.000029609417,0.00007023868,0.000011095173],"category_scores_gemma":[0.0000022218453,0.00008537054,0.000018207875,0.000060790324,0.00003121546,0.00003172246,0.000011281374,0.00012527501,0.00000926055],"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":[0.000009553729,0.00001824913,0.000003328462,0.000015882639,0.000021757605,0.000055610002,0.000966822,0.9804531,0.000034940924,0.003234961,0.00030772306,0.014878115],"study_design_scores_gemma":[0.0011532939,0.000049490278,0.003428563,0.00003815783,0.000017747509,0.000036867612,0.000026778036,0.993082,0.000004787978,0.0014442658,0.00058056455,0.00013746756],"about_ca_topic_score_codex":0.0000052598048,"about_ca_topic_score_gemma":0.0000053679983,"teacher_disagreement_score":0.014740647,"about_ca_system_score_codex":0.0000106780535,"about_ca_system_score_gemma":0.000002699638,"threshold_uncertainty_score":0.34813097},"labels":[],"label_agreement":null},{"id":"W2513842459","doi":"10.3934/krm.2017040","title":"Cucker-Smale model with normalized communication weights and time delay","year":2017,"lang":"en","type":"preprint","venue":"Kinetic and Related Models","topic":"Mathematical Biology Tumor Growth","field":"Mathematics","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Flocking (texture); Vector field; Particle system; Limit (mathematics); Mathematics; Vlasov equation; Convergence (economics); Lyapunov function; Infinity; Applied mathematics; Type (biology); Mathematical analysis; Control theory (sociology); Statistical physics; Computer science; Physics; Nonlinear system; Control (management)","score_opus":0.033537716293963384,"score_gpt":0.2727350136580696,"score_spread":0.23919729736410625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2513842459","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":[0.7394425,0.004592156,0.05356306,0.0014509242,0.00007687257,0.0021396382,0.00007882592,0.00040080084,0.1982552],"genre_scores_gemma":[0.8879787,0.0014997743,0.100744836,0.000034674158,0.000016107853,0.00009593856,0.0000921168,0.00007835068,0.009459513],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99826,0.00014038048,0.00053542474,0.0005411436,0.00020918409,0.00031382975],"domain_scores_gemma":[0.9975332,0.00027997157,0.0005011654,0.001388647,0.00012371532,0.00017332613],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00042565048,0.00044688702,0.00079403934,0.000099910445,0.000280602,0.00009509045,0.00046595803,0.00078425463,0.000055013632],"category_scores_gemma":[0.000076387405,0.0003090431,0.000076032535,0.00003215067,0.0005678747,0.00010413846,0.00088591594,0.0009268336,0.00001991882],"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":[0.00023274138,0.00037599597,0.00010077985,0.0017610176,0.0008530724,0.000060826493,0.004661906,0.004794021,0.00012855504,0.985041,0.0013549598,0.00063508056],"study_design_scores_gemma":[0.00056837226,0.000033586573,0.000012461709,0.00046207398,0.00025213708,0.00010222209,0.000005497567,0.46721026,0.000024842262,0.5310749,0.000014265386,0.00023938256],"about_ca_topic_score_codex":0.000025488373,"about_ca_topic_score_gemma":0.0000032841576,"teacher_disagreement_score":0.46241626,"about_ca_system_score_codex":0.000025146846,"about_ca_system_score_gemma":0.00007028984,"threshold_uncertainty_score":0.99993616},"labels":[],"label_agreement":null},{"id":"W2770536546","doi":"10.3934/krm.2019023","title":"Cucker-Smale flocking particles with multiplicative noises: Stochastic mean-field limit and phase transition","year":2019,"lang":"en","type":"preprint","venue":"Kinetic and Related Models","topic":"Stochastic processes and statistical mechanics","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Flocking (texture); Stochastic differential equation; Mathematics; Multiplicative noise; Mean field theory; Mathematical analysis; Stochastic partial differential equation; Statistical physics; Multiplicative function; Phase transition; Partial differential equation; Applied mathematics; Physics; Computer science","score_opus":0.04323789377770357,"score_gpt":0.2985072387078392,"score_spread":0.25526934493013564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2770536546","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":[0.11191997,0.0014841685,0.88483393,0.0002591267,0.00009236478,0.0009059164,0.00007103858,0.000090925096,0.0003425609],"genre_scores_gemma":[0.96903193,0.00031834192,0.0302849,0.00006959067,0.00003313028,0.0001008664,0.000025852663,0.00005693187,0.00007847485],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99825907,0.000041935054,0.00045402127,0.0006512945,0.00026157656,0.00033210876],"domain_scores_gemma":[0.99828374,0.00081137754,0.00022698654,0.00034609236,0.00014993493,0.00018189136],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014983925,0.0003937376,0.0005829594,0.00008312768,0.000112683745,0.000074688294,0.00012551346,0.00043575102,0.000021808439],"category_scores_gemma":[0.00016905267,0.00030335473,0.000055256754,0.00009223507,0.000103000035,0.00007373156,0.00015037826,0.00066888897,0.0000047789554],"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":[0.0025232001,0.0019027125,0.0000067096566,0.0073584914,0.0018082344,0.00016315214,0.054513805,0.20143962,0.0009611204,0.6612767,0.00025701732,0.06778922],"study_design_scores_gemma":[0.00153033,0.00040058306,0.0000015122688,0.0008465796,0.0004593222,0.00004175783,0.00029598724,0.6083471,0.00013711092,0.38765958,0.0000017407411,0.00027839144],"about_ca_topic_score_codex":0.00002931725,"about_ca_topic_score_gemma":0.000006918058,"teacher_disagreement_score":0.85711193,"about_ca_system_score_codex":0.000026449765,"about_ca_system_score_gemma":0.00006647301,"threshold_uncertainty_score":0.9999419},"labels":[],"label_agreement":null},{"id":"W3136193291","doi":"10.3934/krm.2021042","title":"Uniform lifetime for classical solutions to the Hot, Magnetized, Relativistic Vlasov Maxwell system","year":2021,"lang":"en","type":"article","venue":"Kinetic and Related Models","topic":"Gas Dynamics and Kinetic Theory","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":"Agence Nationale de la Recherche","keywords":"Physics; Inverse; Plasma; Mathematical physics; Mathematics; Quantum mechanics; Geometry","score_opus":0.02613746692065258,"score_gpt":0.24754391763901534,"score_spread":0.22140645071836276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3136193291","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":[0.03160983,0.0022368117,0.84773237,0.010798896,0.0009991301,0.0022812781,0.00016147128,0.00036428595,0.10381593],"genre_scores_gemma":[0.946691,0.00009116834,0.017814662,0.00012145246,0.000090393296,0.000107039785,0.000041809453,0.00006044119,0.034982074],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983984,0.000109322624,0.00046608245,0.000381382,0.00020171487,0.00044310154],"domain_scores_gemma":[0.9984023,0.0006509264,0.00010064927,0.00049149286,0.00016213702,0.00019250216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045388716,0.00023242104,0.00034025792,0.000064292406,0.00031045795,0.00006585587,0.0001785696,0.00022909418,0.000043167543],"category_scores_gemma":[0.00019816177,0.00016123246,0.00013895561,0.00023280366,0.000113214446,0.000037827365,0.00015658264,0.00029083292,0.000028837323],"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":[0.00004493463,0.00007301519,0.0000011169795,0.00012481456,0.00008183677,0.000018269275,0.00052389206,0.007564069,0.000094122304,0.98778427,0.0029099614,0.00077969406],"study_design_scores_gemma":[0.0008222239,0.00011666981,0.00003201278,0.0001761687,0.00027953568,0.00019589716,0.00029491915,0.5421906,0.000013137638,0.45119902,0.0044709444,0.00020883478],"about_ca_topic_score_codex":0.000005660304,"about_ca_topic_score_gemma":0.000007598788,"teacher_disagreement_score":0.91508114,"about_ca_system_score_codex":0.000055228866,"about_ca_system_score_gemma":0.0000750613,"threshold_uncertainty_score":0.65748686},"labels":[],"label_agreement":null}]}