{"meta":{"query_hash":"3739cbf85853","filters":{"venue":"Differential Equations and Dynamical Systems"},"cohort_total":15,"direct_labels_cover":0,"predictions_cover":15,"exported":15,"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/3739cbf85853","api":"https://metacan.xera.ac/api/v1/cohort?venue=Differential+Equations+and+Dynamical+Systems"},"results":[{"id":"W1978244930","doi":"10.1007/s12591-009-0009-7","title":"Perturbed models for cancer treatment by radiotherapy","year":2009,"lang":"en","type":"article","venue":"Differential Equations and Dynamical Systems","topic":"Mathematical Biology Tumor Growth","field":"Mathematics","cited_by":25,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Northern Alberta Institute of Technology; University of Alberta","funders":"","keywords":"Radiation therapy; Constant (computer programming); Cancer; Cancer treatment; Cancer therapy; Mathematics; Medicine; Applied mathematics; Computer science; Surgery; Internal medicine","score_opus":0.043689488049847736,"score_gpt":0.3216285189438354,"score_spread":0.27793903089398764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978244930","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":[0.2391584,0.008982775,0.6785436,0.015672257,0.0018387445,0.00016182686,0.0011496039,0.00039548325,0.05409731],"genre_scores_gemma":[0.9503029,0.0025215505,0.011162768,0.00066679047,0.00029753248,0.00013765537,0.00025903,0.000082968494,0.03456873],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996866,0.00015286489,0.000012820684,0.000042255255,0.00006473972,0.00004070354],"domain_scores_gemma":[0.9995741,0.00017298551,0.00011467562,0.000029116069,0.0000548631,0.000054330758],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044077932,0.00077842607,0.001251126,0.0004979365,0.00046887549,0.0013124157,0.0014133683,0.0019641314,0.0037751214],"category_scores_gemma":[0.0020313032,0.0004001685,0.001101107,0.0004418616,0.0011965238,0.0011336845,0.0011895178,0.0012788958,0.00035279445],"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":[0.00005405678,0.000025072583,0.00020643222,0.000049957078,0.000039444258,0.00011178905,0.00004556324,0.8369007,0.0016623862,0.15758164,0.0013850636,0.0019378619],"study_design_scores_gemma":[0.000029964322,0.00002894084,0.00018387365,0.000007882191,0.000019625388,0.00004793585,0.000023115339,0.9133878,0.00022376982,0.084565714,0.0014645496,0.0000168581],"about_ca_topic_score_codex":0.006037381,"about_ca_topic_score_gemma":0.0023412593,"teacher_disagreement_score":0.006037381,"about_ca_system_score_codex":0.0017048555,"about_ca_system_score_gemma":0.0007077708,"threshold_uncertainty_score":0.012629032},"labels":[],"label_agreement":null},{"id":"W1985990059","doi":"10.1007/s12591-011-0090-6","title":"Mathematical Analysis of a Model for Assessing the Impact of Antiretroviral Therapy, Voluntary Testing and Condom Use in Curtailing the Spread of HIV","year":2011,"lang":"en","type":"article","venue":"Differential Equations and Dynamical Systems","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"British Columbia Centre for Disease Control; Mitacs; McGill University; University of Manitoba; Natural Sciences and Engineering Research Council of Canada; Manitoba Health Research Council; University of Washington","keywords":"Condom; Basic reproduction number; Voluntary counseling and testing; Human immunodeficiency virus (HIV); Transmission (telecommunications); Test strategy; Medicine; Stability (learning theory); Econometrics; Stability theory; Computer science; Mathematics; Virology; Population; Environmental health; Machine learning","score_opus":0.11461889406665615,"score_gpt":0.3787074767414227,"score_spread":0.26408858267476654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1985990059","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":[0.17151418,0.0012737837,0.79984546,0.0048279394,0.00017062438,0.00019863571,0.0006086533,0.0002465267,0.021314299],"genre_scores_gemma":[0.9522691,0.00083112053,0.031907123,0.0003219675,0.00014308072,0.00041661997,0.0002600786,0.000058859358,0.013792184],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991399,0.0004691803,0.000027310296,0.000120592944,0.00010293861,0.00014009375],"domain_scores_gemma":[0.9897894,0.008792972,0.00068931485,0.00010378928,0.00041497723,0.00020956235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024656446,0.0012453223,0.0018631057,0.0013106937,0.0008491304,0.0021461607,0.0019500636,0.0030417412,0.0042178202],"category_scores_gemma":[0.011827518,0.0006898906,0.0013669892,0.00075855764,0.0018803173,0.0016292996,0.0015355063,0.0018115357,0.0003429904],"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":[0.00004420727,0.000059295544,0.0007367636,0.000058609763,0.00004816227,0.000097672455,0.000065316606,0.9255014,0.00062643987,0.07036147,0.0005772053,0.0018233754],"study_design_scores_gemma":[0.000015289042,0.000021811664,0.00013787409,0.0000054311445,0.00001459869,0.000014986022,0.000011272702,0.9919521,0.000047139936,0.0076328334,0.00013773951,0.000008880515],"about_ca_topic_score_codex":0.019597407,"about_ca_topic_score_gemma":0.0080936765,"teacher_disagreement_score":0.019597407,"about_ca_system_score_codex":0.0030833578,"about_ca_system_score_gemma":0.0029110778,"threshold_uncertainty_score":0.038966656},"labels":[],"label_agreement":null},{"id":"W1991665202","doi":"10.1007/s12591-008-0015-1","title":"Mathematical analysis of the role of repeated exposure on malaria transmission dynamics","year":2008,"lang":"en","type":"article","venue":"Differential Equations and Dynamical Systems","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":101,"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":"Basic reproduction number; Lyapunov function; Transmission (telecommunications); Epidemic model; Mathematics; Population; Malaria; Bifurcation; Dynamics (music); Stability theory; Hopf bifurcation; Control theory (sociology); Applied mathematics; Statistical physics; Physics; Biology; Demography; Economics; Nonlinear system; Computer science; Immunology; Control (management)","score_opus":0.015824185882636482,"score_gpt":0.24854798760625663,"score_spread":0.23272380172362014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991665202","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":[0.44889504,0.0052931556,0.514226,0.011647915,0.0002740477,0.000056557514,0.00036404526,0.000111455534,0.019131698],"genre_scores_gemma":[0.9797035,0.001719337,0.009933829,0.00028398063,0.0003172078,0.0000562179,0.000053178956,0.00002672708,0.007906122],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993476,0.0003672166,0.000022691742,0.00007708658,0.0000979936,0.00008739503],"domain_scores_gemma":[0.9902304,0.0080804005,0.0008528815,0.00025665175,0.0003574947,0.00022223561],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023998683,0.00050627,0.0008621242,0.0006983974,0.00041245235,0.0012271157,0.0014665631,0.0015726292,0.0030729393],"category_scores_gemma":[0.013952293,0.00043605414,0.00086253014,0.00048595003,0.0015832423,0.0023127033,0.0011223145,0.0014321575,0.00022813788],"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":[0.00005753761,0.00010110451,0.00479817,0.00018955,0.00016524584,0.0005866475,0.0003971093,0.18827206,0.0032423018,0.785913,0.0021115663,0.014165792],"study_design_scores_gemma":[0.000017407765,0.000034839395,0.0025294716,0.000022165994,0.000053035197,0.00018560546,0.00007397584,0.764836,0.00021134155,0.23104064,0.00097260467,0.000023009301],"about_ca_topic_score_codex":0.004677507,"about_ca_topic_score_gemma":0.0028157053,"teacher_disagreement_score":0.004677507,"about_ca_system_score_codex":0.0013621314,"about_ca_system_score_gemma":0.000895285,"threshold_uncertainty_score":0.012691855},"labels":[],"label_agreement":null},{"id":"W2028565048","doi":"10.1007/s12591-008-0012-4","title":"Stability of the second order delay differential equations with a damping term","year":2008,"lang":"en","type":"article","venue":"Differential Equations and Dynamical Systems","topic":"Numerical methods for differential equations","field":"Mathematics","cited_by":27,"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 Calgary","funders":"","keywords":"Term (time); Stability (learning theory); Order (exchange); Mathematics; Delay differential equation; Mathematical analysis; Differential equation; Control theory (sociology); Differential (mechanical device); Applied mathematics; Physics; Economics; Computer science; Control (management)","score_opus":0.05541327892281116,"score_gpt":0.2988420964349751,"score_spread":0.24342881751216394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2028565048","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":[0.45510903,0.002527302,0.5004364,0.0030040743,0.0006408362,0.00007798868,0.00018768644,0.00020385337,0.0378128],"genre_scores_gemma":[0.9712207,0.00048511676,0.007060586,0.0001183362,0.00013378935,0.00006135069,0.00006722112,0.000049903927,0.020802917],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9997937,0.00005957061,0.0000064842216,0.00004058939,0.000065268534,0.000034421962],"domain_scores_gemma":[0.9992085,0.00038291572,0.00011573898,0.000043954373,0.00016542802,0.00008339563],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006219332,0.0009718747,0.0006939145,0.0007883707,0.0006145352,0.0017916826,0.00066837546,0.0010411463,0.0016309097],"category_scores_gemma":[0.0026483235,0.00031487233,0.00054654287,0.0003513694,0.0018389953,0.0013151065,0.0013646992,0.0011661773,0.00017091988],"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":[0.00044273076,0.000080634345,0.0020967629,0.00020101386,0.0000985473,0.00036808953,0.0005844787,0.3248957,0.026379041,0.62997544,0.0021991949,0.012678333],"study_design_scores_gemma":[0.000033487497,0.00003676479,0.0003405711,0.0000074891777,0.000007686179,0.000059459784,0.000031476116,0.9474603,0.0009828904,0.050007828,0.0010164138,0.000015666576],"about_ca_topic_score_codex":0.0032417974,"about_ca_topic_score_gemma":0.0013681888,"teacher_disagreement_score":0.0032417974,"about_ca_system_score_codex":0.00097149704,"about_ca_system_score_gemma":0.000915907,"threshold_uncertainty_score":0.007048726},"labels":[],"label_agreement":null},{"id":"W2058797132","doi":"10.1007/s12591-012-0149-z","title":"Optimal Treatment Profile During an Influenza Epidemic","year":2012,"lang":"en","type":"article","venue":"Differential Equations and Dynamical Systems","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Transmissibility (structural dynamics); Drug resistance; Transmission (telecommunications); Population; Drug treatment; Antiviral treatment; Optimal control; Medicine; Virology; Biology; Mathematical optimization; Mathematics; Virus; Computer science; Environmental health; Microbiology; Internal medicine","score_opus":0.09411655013185642,"score_gpt":0.3842978865107661,"score_spread":0.29018133637890964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2058797132","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":[0.9558706,0.0011754128,0.027498212,0.0070278365,0.00012051296,0.00017539917,0.0006253251,0.00007994857,0.007426638],"genre_scores_gemma":[0.9971204,0.00017943936,0.0016755635,0.00019265321,0.0000353081,0.000029240644,0.00009610983,0.000005439454,0.0006658943],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992471,0.00039770594,0.000037987367,0.00006629785,0.000058130452,0.00019279015],"domain_scores_gemma":[0.9977654,0.0013521854,0.00026979257,0.000046788668,0.00021655731,0.0003492674],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011804309,0.00030753892,0.0008647919,0.00042783018,0.0003758318,0.001038449,0.00042290118,0.0013269363,0.0018450797],"category_scores_gemma":[0.008284963,0.00030546598,0.00032650892,0.00024501298,0.00029490454,0.00061503734,0.00039306245,0.0008929691,0.00022612995],"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":[0.010896364,0.0025333948,0.070400275,0.00033276208,0.0005374512,0.0012579431,0.00045264533,0.74236107,0.014724653,0.040038504,0.009199294,0.107265644],"study_design_scores_gemma":[0.00049798493,0.0021633026,0.061997674,0.00013230607,0.00028420635,0.00043289145,0.001425248,0.8827265,0.0032741684,0.044670492,0.0023250876,0.00007030463],"about_ca_topic_score_codex":0.006924957,"about_ca_topic_score_gemma":0.004690441,"teacher_disagreement_score":0.006924957,"about_ca_system_score_codex":0.0013326108,"about_ca_system_score_gemma":0.0019409937,"threshold_uncertainty_score":0.013769269},"labels":[],"label_agreement":null},{"id":"W2079247143","doi":"10.1007/s12591-010-0059-x","title":"Global Attractivity of a Generalized Lotka–Volterra Competition Model","year":2010,"lang":"en","type":"article","venue":"Differential Equations and Dynamical Systems","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"Hunan University; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Mathematics; Combinatorics; Bounded function; Competition (biology); Function (biology); Mathematical analysis","score_opus":0.02724639232271604,"score_gpt":0.30140409836552856,"score_spread":0.27415770604281253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079247143","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":[0.6140157,0.001529775,0.33722764,0.004057337,0.0002627971,0.00010402905,0.00029965123,0.00026435632,0.042238764],"genre_scores_gemma":[0.98153234,0.00033934967,0.004655555,0.00029283777,0.0001077996,0.00007875182,0.000088913854,0.00003529632,0.0128692165],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99951315,0.00020570614,0.000018342342,0.0000885891,0.00007665264,0.00009757989],"domain_scores_gemma":[0.9981969,0.00081182003,0.00035600812,0.000079587575,0.00023896447,0.0003167897],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001260254,0.0010066149,0.0019040183,0.0013122188,0.00090152066,0.0021121758,0.0016535871,0.001971192,0.0031080185],"category_scores_gemma":[0.0028307997,0.0005422498,0.001405361,0.0005527597,0.0023091545,0.0020142568,0.0020192887,0.0012073335,0.0003458689],"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":[0.00014984101,0.000080019534,0.0017839726,0.00017030425,0.00023760273,0.0005143886,0.00032005034,0.19446547,0.0088725975,0.787357,0.0029130483,0.0031357296],"study_design_scores_gemma":[0.00006850355,0.00007320308,0.00097336865,0.000013963686,0.000053929023,0.00023402701,0.00008502613,0.8273414,0.00019807271,0.17021258,0.0006953978,0.00005041371],"about_ca_topic_score_codex":0.0033647267,"about_ca_topic_score_gemma":0.0018453854,"teacher_disagreement_score":0.0033647267,"about_ca_system_score_codex":0.0012904278,"about_ca_system_score_gemma":0.0010074145,"threshold_uncertainty_score":0.010397375},"labels":[],"label_agreement":null},{"id":"W2146950039","doi":"10.1007/s12591-011-0080-8","title":"Intermittent Impulsive Synchronization of Chaotic Delayed Neural Networks","year":2011,"lang":"en","type":"article","venue":"Differential Equations and Dynamical Systems","topic":"Neural Networks Stability and Synchronization","field":"Computer Science","cited_by":25,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Control theory (sociology); Synchronization (alternating current); Artificial neural network; Intermittent control; Chaotic; Upper and lower bounds; Linear matrix inequality; Chaotic systems; Mathematics; Synchronization of chaos; Computer science; Control (management); Topology (electrical circuits); Mathematical optimization; Engineering; Artificial intelligence; Mathematical analysis; Control engineering","score_opus":0.016258976657312366,"score_gpt":0.21506614102999294,"score_spread":0.1988071643726806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2146950039","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":[0.8480636,0.0004911082,0.14054479,0.00038882034,0.00015955936,0.000015190881,0.000079865815,0.00010009148,0.010156982],"genre_scores_gemma":[0.9974504,0.000086406464,0.0011291995,0.0000130094195,0.000017420154,0.0000065964127,0.000018655475,0.0000048583915,0.0012733291],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999058,0.000020545778,0.000007229393,0.000020483329,0.00003082393,0.000015037318],"domain_scores_gemma":[0.9995827,0.00015458821,0.00012582816,0.000032327145,0.00006516502,0.000039310085],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027541825,0.00017084264,0.0002591214,0.0004766726,0.0002650612,0.00048926374,0.0004950039,0.00032836382,0.0011119562],"category_scores_gemma":[0.0016847148,0.00016155011,0.00022898977,0.00033003723,0.0005196235,0.0005063238,0.00052775425,0.00035588568,0.000068352696],"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":[0.00045049452,0.0001076637,0.009299899,0.0001867222,0.00020038665,0.0012084153,0.00051437196,0.5733736,0.044442434,0.3373053,0.0016187911,0.031291865],"study_design_scores_gemma":[0.000025034002,0.000032905416,0.002081477,0.0000073415117,0.000023105067,0.000104254344,0.000047254685,0.95947224,0.001604293,0.03600831,0.0005822804,0.000011550083],"about_ca_topic_score_codex":0.00095020066,"about_ca_topic_score_gemma":0.0007858494,"teacher_disagreement_score":0.0011119562,"about_ca_system_score_codex":0.00040461647,"about_ca_system_score_gemma":0.00017664304,"threshold_uncertainty_score":0.0037198663},"labels":[],"label_agreement":null},{"id":"W2511242712","doi":"10.1007/s12591-016-0317-7","title":"Different Generalized Synchronization Schemes Between Integer-Order and Fractional-Order Chaotic Systems with Different Dimensions","year":2016,"lang":"en","type":"article","venue":"Differential Equations and Dynamical Systems","topic":"Chaos control and synchronization","field":"Physics and Astronomy","cited_by":25,"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 Ottawa","funders":"","keywords":"Synchronization (alternating current); Integer (computer science); Mathematics; Chen; Synchronization of chaos; Nonlinear system; Stability (learning theory); Order (exchange); Lorenz system; Chaotic; Control theory (sociology); Chaotic systems; Applied mathematics; Fractional-order system; Fractional calculus; Attractor; Computer science; Control (management); Topology (electrical circuits); Mathematical analysis; Physics","score_opus":0.00889895700554702,"score_gpt":0.22294604164862183,"score_spread":0.21404708464307481,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2511242712","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":[0.5865179,0.0010832769,0.40020448,0.00030204508,0.00026607382,0.000111646594,0.00007058351,0.00016041088,0.011283682],"genre_scores_gemma":[0.9792939,0.0003036728,0.018308671,0.000034106906,0.000034879882,0.000044041408,0.00003429641,0.000011908357,0.0019344626],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99980015,0.000057297828,0.000019232419,0.000044809483,0.00005066633,0.000027947615],"domain_scores_gemma":[0.9997522,0.00005160968,0.00004937506,0.00004765065,0.00006524081,0.000033934815],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045178045,0.00038634284,0.00046936332,0.00046414885,0.0005786549,0.000682127,0.0005733884,0.000498135,0.0011179529],"category_scores_gemma":[0.0010056027,0.00015263919,0.0006238602,0.00042064616,0.0007491726,0.001255537,0.00079543766,0.00038815563,0.00007479814],"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":[0.00042772025,0.00005710931,0.0018727398,0.00025575198,0.0001686781,0.00031247473,0.00072116737,0.18925424,0.059523832,0.70236695,0.0009947341,0.044044573],"study_design_scores_gemma":[0.0001015641,0.00016163739,0.0013020758,0.00002545195,0.000073785515,0.0001391975,0.00009608305,0.91451436,0.00685307,0.07478539,0.0018909829,0.000056398138],"about_ca_topic_score_codex":0.0007155089,"about_ca_topic_score_gemma":0.00063541404,"teacher_disagreement_score":0.0011179529,"about_ca_system_score_codex":0.00059103593,"about_ca_system_score_gemma":0.00049702823,"threshold_uncertainty_score":0.004288316},"labels":[],"label_agreement":null},{"id":"W2983497713","doi":"10.1007/s12591-019-00500-z","title":"Prey–Predator Dynamics with Two Predator Types and Michaelis–Menten Predator Harvesting","year":2019,"lang":"en","type":"article","venue":"Differential Equations and Dynamical Systems","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":4,"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 British Columbia","funders":"","keywords":"Predator; Predation; Functional response; Mathematics; Stability (learning theory); Population; Dynamics (music); Applied mathematics; Ecology; Control theory (sociology); Biology; Computer science; Physics","score_opus":0.014721837885517834,"score_gpt":0.2591838686784179,"score_spread":0.24446203079290008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2983497713","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":[0.74530756,0.0015339039,0.20616342,0.0058521447,0.00029660406,0.00017794725,0.0005809918,0.00024609984,0.039841395],"genre_scores_gemma":[0.9490049,0.0004984517,0.008285809,0.00028450612,0.000117864074,0.00007225364,0.00010736723,0.000025000974,0.041603908],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99950016,0.00013670225,0.00003031465,0.00014257686,0.000084836734,0.000105410385],"domain_scores_gemma":[0.998654,0.0006532567,0.00027955582,0.000106143656,0.00012553022,0.00018158735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013447297,0.0009793587,0.001837333,0.00091448036,0.0011570486,0.0023809467,0.0027653635,0.004610962,0.006242522],"category_scores_gemma":[0.0038746179,0.0010046838,0.0014333274,0.00093626045,0.0022664033,0.0035926295,0.0024224722,0.0016942824,0.0010002285],"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":[0.00030057915,0.0003507159,0.009904626,0.00027802822,0.0002887462,0.0026769703,0.00074287853,0.5280129,0.008491116,0.43519282,0.0034205376,0.010340138],"study_design_scores_gemma":[0.00009518596,0.000080339814,0.002210478,0.00001714857,0.000063519,0.0005800659,0.00012283397,0.94105387,0.00040761576,0.05430405,0.0010116084,0.00005326469],"about_ca_topic_score_codex":0.0071980534,"about_ca_topic_score_gemma":0.0034735925,"teacher_disagreement_score":0.0071980534,"about_ca_system_score_codex":0.0015851913,"about_ca_system_score_gemma":0.0008644925,"threshold_uncertainty_score":0.020883262},"labels":[],"label_agreement":null},{"id":"W3036642310","doi":"10.1007/s12591-020-00536-6","title":"Multi-cycle Periodic Solutions of a Differential Equation with Delay that Switches Periodically","year":2020,"lang":"en","type":"article","venue":"Differential Equations and Dynamical Systems","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"National Natural Science Foundation of China; Canada Research Chairs","keywords":"Delay differential equation; Mathematics; Scalar (mathematics); Differential equation; Range (aeronautics); Mathematical analysis; Prime (order theory); Period (music); Control theory (sociology); Applied mathematics; Physics; Computer science; Geometry","score_opus":0.0555026044606173,"score_gpt":0.26621141980243984,"score_spread":0.21070881534182254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036642310","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":[0.8830346,0.0004449788,0.105710216,0.0006977155,0.00011743104,0.00005299346,0.000077846395,0.00005996533,0.009804236],"genre_scores_gemma":[0.99051404,0.0001054306,0.0063971723,0.000048006867,0.000018414894,0.000022739425,0.00002164355,0.0000065618206,0.0028658723],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9999137,0.000018552437,0.0000061743067,0.00002028911,0.000022341235,0.000018966764],"domain_scores_gemma":[0.9996643,0.00014004954,0.00009890566,0.000018084142,0.000041845073,0.000036844955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002623176,0.0002534771,0.00026364523,0.00037481723,0.00024991497,0.0005235356,0.000355223,0.00070104207,0.0021763844],"category_scores_gemma":[0.0012603764,0.00015312813,0.00025742553,0.00027551228,0.00058937055,0.00053430465,0.00036616484,0.00039215933,0.000118593984],"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":[0.00030659174,0.00018320687,0.011798185,0.00025910285,0.00012480524,0.0028026188,0.0011080349,0.45153776,0.13105714,0.38036916,0.0015901782,0.018863197],"study_design_scores_gemma":[0.00006147737,0.00010241564,0.0017842867,0.000023276169,0.000013200569,0.0003298972,0.000181094,0.95299065,0.003953017,0.038945943,0.0015833834,0.00003134601],"about_ca_topic_score_codex":0.0010241176,"about_ca_topic_score_gemma":0.0005668757,"teacher_disagreement_score":0.0021763844,"about_ca_system_score_codex":0.00036947778,"about_ca_system_score_gemma":0.00029923412,"threshold_uncertainty_score":0.0072807074},"labels":[],"label_agreement":null},{"id":"W3049074503","doi":"10.1007/s12591-020-00546-4","title":"Dynamics of a Predator–Prey Model with Distributed Delay to Represent the Conversion Process or Maturation","year":2020,"lang":"en","type":"article","venue":"Differential Equations and Dynamical Systems","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"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","keywords":"Mathematics; Hopf bifurcation; Attractor; Bifurcation; Control theory (sociology); Applied mathematics; Stability (learning theory); Population; Range (aeronautics); Term (time); Statistical physics; Mathematical analysis; Nonlinear system; Physics; Computer science","score_opus":0.029477433901663772,"score_gpt":0.28411294859958347,"score_spread":0.2546355146979197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3049074503","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":[0.50188136,0.002142641,0.4050007,0.0065210606,0.0006738044,0.00016302816,0.0014054442,0.0003617836,0.081850156],"genre_scores_gemma":[0.95965904,0.0005152904,0.0072795125,0.0002209061,0.000079642545,0.00008544488,0.00016977063,0.00003082044,0.031959526],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998566,0.00004020767,0.000007751543,0.00004119824,0.000022891709,0.000031298387],"domain_scores_gemma":[0.99958843,0.00015881054,0.00008036821,0.000022560498,0.00006709478,0.00008281852],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050011295,0.00048408477,0.0007082843,0.00047288105,0.0004464973,0.0012798193,0.0016613125,0.0018692565,0.006623451],"category_scores_gemma":[0.0012998495,0.0003090615,0.0006647241,0.00041405653,0.00084254396,0.0012980236,0.0010427341,0.0012650159,0.0007382804],"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":[0.00017643414,0.00013244056,0.0041957535,0.00015701583,0.00011356279,0.00075663097,0.00034037902,0.6964581,0.00940009,0.2787852,0.0027114,0.006773049],"study_design_scores_gemma":[0.00003464834,0.000046338824,0.0007714562,0.000013285909,0.000033280263,0.00012778465,0.000048952188,0.983167,0.00022643145,0.014368872,0.0011411081,0.00002076874],"about_ca_topic_score_codex":0.008171025,"about_ca_topic_score_gemma":0.004647319,"teacher_disagreement_score":0.008171025,"about_ca_system_score_codex":0.0009917982,"about_ca_system_score_gemma":0.0007884477,"threshold_uncertainty_score":0.02215761},"labels":[],"label_agreement":null},{"id":"W4312223321","doi":"10.1007/s12591-022-00626-7","title":"On the Duration of an Epidemic","year":2022,"lang":"en","type":"article","venue":"Differential Equations and Dynamical Systems","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Duration (music); Population; Epidemic model; Constant (computer programming); Moment (physics); Mathematics; Similarity (geometry); Boundary (topology); Applied mathematics; Statistics; Computer science; Medicine; Mathematical analysis; Artificial intelligence","score_opus":0.16581724268666959,"score_gpt":0.379564833491549,"score_spread":0.21374759080487943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312223321","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":[0.7448529,0.020258265,0.15736045,0.020440418,0.0005550804,0.0000755542,0.0012341822,0.00010931234,0.05511376],"genre_scores_gemma":[0.9838885,0.0040915497,0.003267197,0.00033743153,0.0004594143,0.000052543342,0.0002087529,0.000032219115,0.0076623806],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9987839,0.0005676821,0.00008007319,0.00021596123,0.00016101751,0.000191434],"domain_scores_gemma":[0.9472603,0.043907,0.0038996458,0.0011841046,0.0014153351,0.0023335556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0060935267,0.00042406906,0.0011751546,0.0021840762,0.001118639,0.0026108464,0.0017355062,0.0019574063,0.00930758],"category_scores_gemma":[0.039238792,0.00048753773,0.00070098694,0.0016094829,0.003942593,0.0058342027,0.0022633816,0.0031755767,0.00034462658],"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":[0.00023209567,0.000062872925,0.010136643,0.00026629373,0.00011960999,0.00026182743,0.001303158,0.02000377,0.0010554306,0.95153296,0.0016932955,0.013332101],"study_design_scores_gemma":[0.00005305908,0.00013347335,0.008227052,0.00019531591,0.00015372185,0.00036044786,0.001005623,0.084789455,0.00024932442,0.8988822,0.0059001534,0.00005004425],"about_ca_topic_score_codex":0.0036700494,"about_ca_topic_score_gemma":0.002002461,"teacher_disagreement_score":0.00930758,"about_ca_system_score_codex":0.0019052913,"about_ca_system_score_gemma":0.0011028012,"threshold_uncertainty_score":0.032226086},"labels":[],"label_agreement":null},{"id":"W4361292760","doi":"10.1007/s12591-023-00636-z","title":"Local and Global Bifurcations in a Mechanochemical ODE Model for Cell Behavior","year":2023,"lang":"en","type":"article","venue":"Differential Equations and Dynamical Systems","topic":"thermodynamics and calorimetric analyses","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Division of Mathematical Sciences; Natural Sciences and Engineering Research Council of Canada","keywords":"Ode; Mathematics; Applied mathematics; Control theory (sociology); Mathematical analysis; Mathematical economics; Computer science; Artificial intelligence; Control (management)","score_opus":0.022964667698681863,"score_gpt":0.2722567322486543,"score_spread":0.24929206454997246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361292760","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":[0.4345501,0.0012211159,0.5248418,0.001703212,0.00020744216,0.00007743752,0.00042670532,0.000302186,0.036670085],"genre_scores_gemma":[0.9777119,0.00035676648,0.008710586,0.00009512525,0.000046039066,0.00006113079,0.000078665704,0.00006250412,0.012877272],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998903,0.000029651555,0.0000064864194,0.00002691414,0.000027870816,0.000018755425],"domain_scores_gemma":[0.99971765,0.0001243241,0.000052009786,0.00002152318,0.000043864555,0.000040686056],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000353901,0.00044940453,0.0006840915,0.0007535937,0.0005160408,0.0010434705,0.0006624401,0.0012165102,0.0021013892],"category_scores_gemma":[0.0010639447,0.00029528802,0.0008111545,0.00027254564,0.00093206833,0.0010201494,0.00089912256,0.000727842,0.0002757564],"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":[0.000066404915,0.00007301462,0.0012046598,0.00008625308,0.000046409634,0.00024272424,0.00019534156,0.59009576,0.01850137,0.3809147,0.0013794578,0.00719396],"study_design_scores_gemma":[0.0000051619954,0.000011109608,0.0002150898,0.0000044177273,0.0000063104144,0.000027175214,0.000015661979,0.9722544,0.00033653682,0.026812058,0.00030265716,0.000009376808],"about_ca_topic_score_codex":0.0031048567,"about_ca_topic_score_gemma":0.0028548506,"teacher_disagreement_score":0.0031048567,"about_ca_system_score_codex":0.0012078569,"about_ca_system_score_gemma":0.000640392,"threshold_uncertainty_score":0.008763671},"labels":[],"label_agreement":null},{"id":"W4391345469","doi":"10.1007/s12591-023-00673-8","title":"On Some $$\\ell$$-Catch Pursuit Differential Games with Different Players’ Dynamic Equations","year":2024,"lang":"en","type":"article","venue":"Differential Equations and Dynamical Systems","topic":"Guidance and Control Systems","field":"Engineering","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":"Kwantlen Polytechnic University","funders":"","keywords":"Mathematics; Dynamic equation; Differential game; Applied mathematics; Differential equation; Differential (mechanical device); Mathematical economics; Mathematical analysis; Physics; Mathematical optimization; Nonlinear system","score_opus":0.007434633342673734,"score_gpt":0.21339565385372553,"score_spread":0.20596102051105178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391345469","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":[0.27287757,0.0019086673,0.50299305,0.008559548,0.00071501307,0.00036379052,0.0007493061,0.00011750051,0.2117155],"genre_scores_gemma":[0.88206327,0.0017403915,0.027247086,0.0014201362,0.00042031062,0.0004405519,0.00047752706,0.00009424114,0.08609653],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99920624,0.00031945817,0.00003558792,0.000120840305,0.00014250464,0.00017536427],"domain_scores_gemma":[0.99808806,0.0011598412,0.000186654,0.00005855108,0.00019898207,0.00030786253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013055265,0.0021686328,0.0019194786,0.001118411,0.0017938457,0.003014068,0.0022563643,0.004140481,0.009403649],"category_scores_gemma":[0.0049494226,0.00071052276,0.0016747788,0.001030785,0.0028027163,0.003767008,0.00429471,0.0031390633,0.0005210668],"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":[0.00006983348,0.000047047954,0.00025074265,0.000085269974,0.000036706282,0.00017426522,0.00017315842,0.048532628,0.0005765756,0.9444579,0.0028436584,0.0027520931],"study_design_scores_gemma":[0.00008332067,0.0000667831,0.000247854,0.000041909418,0.000026935091,0.000077295444,0.00019158209,0.28427786,0.00012719154,0.71244794,0.0023750265,0.000036310827],"about_ca_topic_score_codex":0.0061047445,"about_ca_topic_score_gemma":0.0039293165,"teacher_disagreement_score":0.009403649,"about_ca_system_score_codex":0.0024442272,"about_ca_system_score_gemma":0.0016047292,"threshold_uncertainty_score":0.03145832},"labels":[],"label_agreement":null},{"id":"W4402762768","doi":"10.1007/s12591-024-00702-0","title":"On a p(x)-Kirchhoff-type Equation with Singular and Superlinear Nonlinearities","year":2024,"lang":"en","type":"article","venue":"Differential Equations and Dynamical Systems","topic":"Nonlinear Partial Differential Equations","field":"Mathematics","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Athabasca University","funders":"Athabasca University","keywords":"Mathematics; Mathematical analysis; Type (biology); Geology","score_opus":0.043064601738940965,"score_gpt":0.30100437416624204,"score_spread":0.2579397724273011,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402762768","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":[0.385854,0.005981223,0.33070427,0.01126599,0.0033674845,0.00021123783,0.0007750822,0.00029367127,0.26154697],"genre_scores_gemma":[0.9151001,0.002589736,0.01842111,0.00089839566,0.0013169047,0.00007788826,0.00032022168,0.00011422659,0.061161563],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9995901,0.00012899829,0.00002334952,0.00006794997,0.00013387107,0.00005575342],"domain_scores_gemma":[0.9991517,0.00026366697,0.00013526708,0.00005924442,0.00021161156,0.00017841077],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00089247525,0.0013171692,0.0011903674,0.0019995046,0.0015556559,0.0023487527,0.001562836,0.002934437,0.004815245],"category_scores_gemma":[0.0026991335,0.00043517275,0.0011785323,0.0013714338,0.0032715858,0.0051600444,0.0027901132,0.0026976115,0.0005857325],"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":[0.000051921,0.00006301402,0.00037384013,0.00009720475,0.00002695939,0.00079491,0.00019512842,0.015223163,0.0035859263,0.9746133,0.0015638666,0.0034107224],"study_design_scores_gemma":[0.00003405737,0.00003858742,0.0008587057,0.00003362947,0.000019499936,0.00059379527,0.00015257401,0.22033282,0.00077555666,0.77495426,0.0021496827,0.000056743324],"about_ca_topic_score_codex":0.0032323108,"about_ca_topic_score_gemma":0.0022808881,"teacher_disagreement_score":0.004815245,"about_ca_system_score_codex":0.001397484,"about_ca_system_score_gemma":0.0013543771,"threshold_uncertainty_score":0.016108632},"labels":[],"label_agreement":null}]}