{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":125,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":125,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"fad1b223fa6a","filters":{"venue":"Mathematics in Applied Sciences and Engineering"}},"results":[{"id":"W3028146505","doi":"10.5206/mase/10644","title":"Selected Topics on Reaction-Diffusion-Advection Models from Spatial Ecology","year":2020,"lang":"en","type":"article","venue":"Mathematics in Applied Sciences and Engineering","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"National Natural Science Foundation of China; National Science Foundation","keywords":"Competition (biology); Advection; Spatial ecology; Ecology; Diffusion; Population; Spatial heterogeneity; Reaction–diffusion system; Population ecology; Theoretical ecology; Statistical physics; Geography; Computer science; Biology; Mathematics; Physics; Demography; Sociology","authors":[{"name":"King‐Yeung Lam","is_ca":false},{"name":"Shuang Liu","is_ca":false},{"name":"Yuan Lou","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03116933124396398,"gpt":0.2484164577847397,"spread":0.2172471265407757,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008805903,0.001969701,0.001746831,0.0020009,0.0006139334,0.001914476,0.001363135,0.001375582,0.01878649],"category_scores_gemma":[0.0024912,0.0005570753,0.001816308,0.005031765,0.0009422429,0.003275197,0.001888778,0.003334089,0.006310748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001210127,"about_ca_system_score_gemma":0.0008367132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001329513,"about_ca_topic_score_gemma":0.001013383,"domain_scores_codex":[0.9994796,0.0001369365,0.0000348484,0.0001213666,0.0001735074,0.00005380866],"domain_scores_gemma":[0.9988706,0.0006904514,0.00007794984,0.0001068138,0.0001613866,0.00009285932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005809255,0.0002145501,0.0008412781,0.002903863,0.0002191088,0.0004841507,0.0002722045,0.03965631,0.002762387,0.5460232,0.2321619,0.174403],"study_design_scores_gemma":[0.00001762877,0.00005755383,0.0009837796,0.0005744323,0.00005485203,0.0003776876,0.00006208204,0.02936945,0.0005081974,0.542281,0.4256651,0.00004834945],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007624876,0.4425563,0.3279026,0.02447895,0.01552736,0.0001838967,0.001887233,0.0006293877,0.1792095],"genre_scores_gemma":[0.07856265,0.6770014,0.07597046,0.007223444,0.03914065,0.0004569052,0.004086235,0.000871331,0.1166871],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01878649,"threshold_uncertainty_score":0.06284708,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3129510596","doi":"10.5206/mase/14031","title":"A robust phenomenological approach to investigate COVID-19 data for France","year":2021,"lang":"en","type":"article","venue":"Mathematics in Applied Sciences and Engineering","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Agence Nationale de la Recherche","keywords":"Coronavirus disease 2019 (COVID-19); Epidemic model; Basic reproduction number; 2019-20 coronavirus outbreak; Computer science; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Process (computing); Basis (linear algebra); Econometrics; Mathematics; Virology; Infectious disease (medical specialty); Demography; Biology; Medicine; Outbreak","authors":[{"name":"Quentin Griette","is_ca":false},{"name":"Jacques Demongeot","is_ca":false},{"name":"Pierre Magal","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5269221280632317,"gpt":0.4039850581097575,"spread":0.1229370699534741,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004813516,0.000405131,0.0004504682,0.004432227,0.0004578836,0.001067272,0.0009698693,0.0009650279,0.001632653],"category_scores_gemma":[0.01570869,0.000235965,0.0009170941,0.002045114,0.000602861,0.0007536723,0.0009449125,0.000814395,0.0002559498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001400901,"about_ca_system_score_gemma":0.0007819321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01657307,"about_ca_topic_score_gemma":0.008604132,"domain_scores_codex":[0.9983602,0.001006674,0.00009486563,0.000215755,0.0002289503,0.00009348809],"domain_scores_gemma":[0.9944528,0.003217574,0.001034483,0.0007746647,0.0004079877,0.0001125402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002501933,0.0002577318,0.2589519,0.0004155848,0.0007570527,0.00133487,0.001838679,0.4787786,0.007395519,0.151512,0.00576657,0.0927413],"study_design_scores_gemma":[0.00005841536,0.0002731188,0.1534753,0.00008052698,0.00005625239,0.0005530167,0.0007343055,0.7758177,0.00160739,0.05068443,0.01647699,0.000182615],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.646158,0.0009793082,0.3364586,0.00196851,0.00007871119,0.0003328547,0.007549705,0.000816417,0.00565778],"genre_scores_gemma":[0.928417,0.0002830743,0.06432876,0.0001681608,0.000092864,0.0002246802,0.005496037,0.00006985225,0.0009195579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01657307,"threshold_uncertainty_score":0.0329532,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3023836857","doi":"10.5206/mase/10559","title":"How to model honeybee population dynamics: stage structure and seasonality","year":2020,"lang":"en","type":"article","venue":"Mathematics in Applied Sciences and Engineering","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"James S. McDonnell Foundation; National Science Foundation","keywords":"Brood; Biology; Population; Seasonality; Ecology; Population model; Age structure; Vital rates; Reproductive value; Zoology; Population growth; Demography","authors":[{"name":"Jun Chen","is_ca":false},{"name":"Komi Messan","is_ca":false},{"name":"Marisabel Rodriguez Messan","is_ca":false},{"name":"Gloria DeGrandi‐Hoffman","is_ca":false},{"name":"Dingyong Bai","is_ca":false},{"name":"Yun Kang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04177843615863227,"gpt":0.1994449532740298,"spread":0.1576665171153975,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003368871,0.0003547093,0.0003736289,0.0001969868,0.0003049463,0.0007045621,0.0008587173,0.0008325553,0.002536889],"category_scores_gemma":[0.00164063,0.0002877695,0.0007375509,0.0002424301,0.0003250222,0.0013732,0.0004082701,0.0006794867,0.000562511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005038199,"about_ca_system_score_gemma":0.000707038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01732819,"about_ca_topic_score_gemma":0.01235526,"domain_scores_codex":[0.9999099,0.00002969308,0.00000523548,0.00002854981,0.0000115894,0.00001501259],"domain_scores_gemma":[0.9997393,0.0001054944,0.00005673285,0.00002904744,0.00004221406,0.00002717165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001544998,0.00002264693,0.005370662,0.00004902987,0.00004624381,0.00009863926,0.00009043433,0.9660015,0.001747996,0.01625388,0.001295703,0.009007866],"study_design_scores_gemma":[0.000007098523,0.000009356942,0.0007048994,0.000007212619,0.0000127478,0.00003272765,0.00001683236,0.9916347,0.0001543845,0.006276502,0.001137463,0.000006011972],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2059077,0.001309083,0.7741175,0.002284262,0.0002945458,0.00010577,0.001190257,0.0006523196,0.01413861],"genre_scores_gemma":[0.9150587,0.001284785,0.06733325,0.0003622732,0.0001343422,0.0002985761,0.0004593165,0.0001764775,0.0148922],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01732819,"threshold_uncertainty_score":0.0344547,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390102257","doi":"10.5206/mase/16369","title":"Solution of fractional modified Kawahara equation: a semi-analytic approach","year":2023,"lang":"en","type":"article","venue":"Mathematics in Applied Sciences and Engineering","topic":"Fractional Differential Equations Solutions","field":"Mathematics","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Mathematics; Residual; Homotopy perturbation method; Power series; Applied mathematics; Homotopy analysis method; Context (archaeology); Partial differential equation; Series (stratigraphy); Mathematical analysis; Perturbation (astronomy); Homotopy; Algorithm; Physics; Pure mathematics","authors":[{"name":"Sagar R. Khirsariya","is_ca":false},{"name":"S. B. Rao","is_ca":false},{"name":"Jignesh P. Chauhan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1329122920183159,"gpt":0.3126881460178028,"spread":0.1797758539994869,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004206771,0.0003975555,0.0004816812,0.0005042576,0.0002736285,0.0005288898,0.0006813321,0.0005164128,0.001204236],"category_scores_gemma":[0.001115045,0.0001560442,0.000522551,0.0003203041,0.0007041069,0.0007522086,0.000661898,0.0005636404,0.0002237421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002529737,"about_ca_system_score_gemma":0.0005102854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008791018,"about_ca_topic_score_gemma":0.0006079009,"domain_scores_codex":[0.9998523,0.00006139238,0.000007383391,0.00001624798,0.0000517887,0.00001089541],"domain_scores_gemma":[0.9997585,0.0001123748,0.00003083085,0.00002046321,0.00006410583,0.00001369113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006674194,0.00006023441,0.0007731572,0.0004785947,0.00005305094,0.0004103828,0.0003924761,0.4084293,0.04234435,0.4791401,0.00119897,0.06665258],"study_design_scores_gemma":[0.00000436639,0.00002836168,0.00008629312,0.00001385519,0.000006183956,0.0000852541,0.00002653293,0.9659268,0.001992901,0.02980612,0.002014329,0.000009048026],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01659132,0.0004944061,0.9772853,0.0001086781,0.00005510146,0.00003022958,0.00001794946,0.00004456205,0.005372508],"genre_scores_gemma":[0.5361238,0.002367704,0.4475204,0.0001018395,0.0001584368,0.0002283203,0.00007553831,0.00008783422,0.01333623],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001204236,"threshold_uncertainty_score":0.004028499,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3116676419","doi":"10.5206/mase/10857","title":"A procedure for deriving new ODE models: Using the generalized linear chain trick to incorporate phase-type distributed delay and dwell time assumptions","year":2020,"lang":"en","type":"article","venue":"Mathematics in Applied Sciences and Engineering","topic":"Fractional Differential Equations Solutions","field":"Mathematics","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Alfred P. Sloan Foundation; National Science Foundation","keywords":"Ode; Ordinary differential equation; Variety (cybernetics); Applied mathematics; Erlang (programming language); Computer science; Erlang distribution; Chain (unit); Dwell time; Mathematical optimization; Type (biology); Mathematics; Exponential function; Exponential distribution; Differential equation; Calculus (dental); Theoretical computer science; Mathematical analysis; Statistics; Artificial intelligence","authors":[{"name":"Paul J. Hurtado","is_ca":false},{"name":"C. S. Richards","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1616342914960073,"gpt":0.3362317226854618,"spread":0.1745974311894545,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007540416,0.0006800338,0.0006078636,0.0006198218,0.0003936512,0.0006705882,0.0009105878,0.000796843,0.004035464],"category_scores_gemma":[0.002482161,0.0003435618,0.001447263,0.0004213114,0.0006080485,0.001399473,0.001326063,0.001876742,0.001019681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005164212,"about_ca_system_score_gemma":0.00108044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001719598,"about_ca_topic_score_gemma":0.001886333,"domain_scores_codex":[0.9997786,0.00005219631,0.00002275893,0.00004345725,0.00008230998,0.00002062573],"domain_scores_gemma":[0.9994007,0.0002339135,0.00007446204,0.0001371795,0.0001163523,0.00003725274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003566633,0.0001069418,0.0008113045,0.000210363,0.00005830678,0.0004525086,0.0002905677,0.4188426,0.02031127,0.5010676,0.002506711,0.05530624],"study_design_scores_gemma":[0.00001547261,0.00004764245,0.0001021599,0.00002502776,0.00002011839,0.0001296491,0.00002094954,0.9023309,0.003714096,0.08482442,0.008748359,0.00002108495],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003786525,0.00003727998,0.9935321,0.00007413939,0.00006591641,0.00003927687,0.00007954997,0.0001361241,0.002249012],"genre_scores_gemma":[0.214844,0.0005593022,0.7721074,0.0002917073,0.0001058259,0.0004491209,0.0004175239,0.0002728364,0.01095234],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004035464,"threshold_uncertainty_score":0.01349998,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3022075931","doi":"10.5206/mase/8543","title":"A mathematical model for the role of macrophages in the persistence and elimination of oncolytic viruses","year":2020,"lang":"en","type":"article","venue":"Mathematics in Applied Sciences and Engineering","topic":"Virus-based gene therapy research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Oncolytic virus; Vesicular stomatitis virus; Virus; Immune system; Virology; Biology; Viral infection; Immunology","authors":[{"name":"Nada A. Almuallem","is_ca":false},{"name":"Raluca Eftimie","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04689320439504665,"gpt":0.2911169038843806,"spread":0.2442236994893339,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007368069,0.001135263,0.000976624,0.000996182,0.0008040453,0.001915041,0.001619196,0.002776621,0.003209585],"category_scores_gemma":[0.002347511,0.0005216388,0.001041893,0.0007075118,0.001312811,0.001734225,0.001357462,0.001604392,0.0006995901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001917284,"about_ca_system_score_gemma":0.001231923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008259114,"about_ca_topic_score_gemma":0.003694084,"domain_scores_codex":[0.9995907,0.0001351748,0.00002275819,0.00008878003,0.00007135512,0.00009116873],"domain_scores_gemma":[0.998982,0.0005204949,0.0002562349,0.00003664431,0.0001349132,0.00006964419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008071682,0.00009481578,0.001342544,0.0001746265,0.00005690647,0.0005295926,0.0002831659,0.7232947,0.009811141,0.2596382,0.001667369,0.003026184],"study_design_scores_gemma":[0.00003471363,0.00005609593,0.0003320063,0.0000225702,0.00002583721,0.0001034161,0.00004610455,0.9692806,0.0003892723,0.02769118,0.001995542,0.0000226505],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1916522,0.00527156,0.7468294,0.00638786,0.0003497407,0.0002290875,0.001345192,0.0002644648,0.04767051],"genre_scores_gemma":[0.9198896,0.003382174,0.02768509,0.0005370477,0.0002326012,0.0006970581,0.0004625232,0.00007189581,0.04704206],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008259114,"threshold_uncertainty_score":0.01642209,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3071248266","doi":"10.5206/mase/10739","title":"On mechanisms of trophic cascade caused by anti-predation response in food chain systems","year":2020,"lang":"en","type":"article","venue":"Mathematics in Applied Sciences and Engineering","topic":"Animal Ecology and Behavior Studies","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false},"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Predation; Food chain; Trophic level; Functional response; Trophic cascade; Carnivore; Cascade; Population; Ecology; Apex predator; Predator; Ecosystem; Biology; Chemistry","authors":[{"name":"Yang Wang","is_ca":true},{"name":"Xingfu Zou","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01984121018430716,"gpt":0.2177329918769314,"spread":0.1978917816926243,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061531,0.0005542929,0.0005747092,0.0007435299,0.0007014885,0.0009387799,0.0007661949,0.000924312,0.00293277],"category_scores_gemma":[0.001735743,0.0002712231,0.001206948,0.0002902488,0.001270127,0.001452715,0.001218057,0.0006918196,0.000161639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006947145,"about_ca_system_score_gemma":0.000434394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002171796,"about_ca_topic_score_gemma":0.000993334,"domain_scores_codex":[0.9997752,0.00007425383,0.0000110827,0.00004902158,0.00003403335,0.00005638293],"domain_scores_gemma":[0.9990162,0.0003583817,0.0002918182,0.00007203641,0.00008362285,0.0001780718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002791817,0.0002488435,0.0213646,0.0005082035,0.0003092846,0.002044278,0.001614775,0.6001597,0.05141576,0.3043699,0.001590947,0.01609452],"study_design_scores_gemma":[0.00004277752,0.0002568841,0.008917017,0.00003377903,0.0001167677,0.0003228249,0.0002635465,0.8636438,0.001709813,0.1238562,0.0007693542,0.00006729489],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8868193,0.0009369951,0.09881665,0.001204047,0.00007335236,0.00006378935,0.00009621815,0.0001746967,0.01181506],"genre_scores_gemma":[0.9958425,0.0002956236,0.002980785,0.00005237895,0.0000181695,0.00002299873,0.00001453345,0.000009191394,0.000763754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00293277,"threshold_uncertainty_score":0.009811044,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3137479424","doi":"10.5206/mase/13541","title":"Effect of fear on two predator-one prey model in deterministic and fluctuating environment","year":2021,"lang":"en","type":"article","venue":"Mathematics in Applied Sciences and Engineering","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Predation; Predator; Uniqueness; Stability (learning theory); Hopf bifurcation; Equilibrium point; Ecology; Mathematics; Applied mathematics; Biology; Control theory (sociology); Bifurcation; Computer science; Physics; Mathematical analysis; Nonlinear system; Artificial intelligence","authors":[{"name":"Debasis Mukherjee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0213818143612752,"gpt":0.2763255839033345,"spread":0.2549437695420593,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007265786,0.001259563,0.001539401,0.0007850878,0.001070162,0.001457968,0.00186075,0.002339993,0.002249582],"category_scores_gemma":[0.002050264,0.0005346801,0.001633006,0.0003730289,0.001813064,0.00108556,0.00169459,0.001429281,0.0001626131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001040452,"about_ca_system_score_gemma":0.0009467031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02120927,"about_ca_topic_score_gemma":0.009220768,"domain_scores_codex":[0.9995763,0.0001266437,0.00002289315,0.00007986968,0.00006802756,0.0001263117],"domain_scores_gemma":[0.9987608,0.0004364538,0.0003770792,0.0000530371,0.000164927,0.0002077356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002265097,0.0001043789,0.005446196,0.0001489321,0.0001747286,0.0016715,0.000271687,0.9182131,0.006438308,0.06461155,0.0007706645,0.001922458],"study_design_scores_gemma":[0.00003093871,0.00005480861,0.0007179953,0.000008220755,0.00004723514,0.0000796064,0.00004664709,0.9939327,0.0001558965,0.004767435,0.0001316428,0.00002690974],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8628614,0.001583696,0.1094304,0.002538291,0.0002159923,0.00007840453,0.0004088501,0.0002427418,0.02264028],"genre_scores_gemma":[0.9929739,0.0003461683,0.001911979,0.00007357062,0.0000314363,0.00003821609,0.00004724334,0.00001436321,0.004563108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02120927,"threshold_uncertainty_score":0.04217166,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3167050558","doi":"10.5206/mase/13889","title":"A COVID-19 epidemic model predicting the effectiveness of vaccination","year":2021,"lang":"en","type":"article","venue":"Mathematics in Applied Sciences and Engineering","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Vaccination; Epidemic model; Coronavirus disease 2019 (COVID-19); Transmission (telecommunications); Asymptomatic; Medicine; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Environmental health; Virology; Computer science; Demography; Infectious disease (medical specialty); Outbreak; Disease; Population","authors":[{"name":"Glenn F. Webb","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1632428786167522,"gpt":0.3890252859122367,"spread":0.2257824072954845,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001507894,0.0007783719,0.001388083,0.0009542443,0.0006670764,0.001592618,0.001867038,0.002318566,0.006690452],"category_scores_gemma":[0.005350565,0.000550935,0.0008282057,0.001113954,0.0008264289,0.001324528,0.0009225585,0.001609837,0.001086037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00178454,"about_ca_system_score_gemma":0.002013373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03184159,"about_ca_topic_score_gemma":0.01347693,"domain_scores_codex":[0.9993775,0.0002443174,0.00003357233,0.0001173794,0.00008813588,0.0001389825],"domain_scores_gemma":[0.9973121,0.001743976,0.0002991934,0.00008137788,0.0003482348,0.0002151849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004721983,0.00002830553,0.001342632,0.0000218313,0.00001420566,0.00007476299,0.00002823241,0.9838927,0.0001260548,0.01153551,0.001068439,0.001820021],"study_design_scores_gemma":[0.00001599713,0.00001600693,0.0002120853,0.000004851025,0.000005219999,0.000014868,0.000006943434,0.9968275,0.00002317831,0.002479244,0.0003883071,0.000005716613],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3736843,0.001239101,0.5655068,0.006672667,0.0004301637,0.000332556,0.01096585,0.0008541596,0.04031443],"genre_scores_gemma":[0.9170035,0.001024836,0.04832953,0.0003982016,0.000149333,0.0005172038,0.003607926,0.00008896143,0.02888043],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03184159,"threshold_uncertainty_score":0.06331247,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391597647","doi":"10.5206/mase/16718","title":"The effect of host population heterogeneity on epidemic outbreaks","year":2024,"lang":"en","type":"article","venue":"Mathematics in Applied Sciences and Engineering","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Outbreak; Host (biology); Population; Completeness (order theory); Transmission (telecommunications); Range (aeronautics); Computer science; Geography; Demography; Biology; Ecology; Mathematics; Virology; Engineering; Sociology; Telecommunications","authors":[{"name":"Martin Bootsma","is_ca":false},{"name":"Danny Tat Ming Chan","is_ca":false},{"name":"Odo Diekmann","is_ca":false},{"name":"Hisashi Inaba","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09563721849378623,"gpt":0.3793021034265686,"spread":0.2836648849327823,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002435287,0.0003787077,0.0008923081,0.0009939441,0.0004110856,0.002217535,0.000838364,0.001041791,0.00238661],"category_scores_gemma":[0.01621336,0.0003290824,0.0008900058,0.0005991597,0.00146189,0.00326311,0.001612134,0.001113563,0.0001962079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007240256,"about_ca_system_score_gemma":0.0002868771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001097777,"about_ca_topic_score_gemma":0.0006412501,"domain_scores_codex":[0.9987382,0.0006326104,0.0000713278,0.0002368715,0.0001551541,0.000165913],"domain_scores_gemma":[0.9851515,0.0112769,0.002202812,0.0007475309,0.0002596946,0.0003616809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004206282,0.0002405024,0.06849276,0.001882837,0.001106157,0.002428367,0.001621328,0.2624175,0.009903059,0.5858482,0.00436141,0.06127729],"study_design_scores_gemma":[0.00009053469,0.000400104,0.05856152,0.0003818249,0.0005818643,0.001505641,0.000844434,0.2346415,0.003057795,0.6882632,0.01149459,0.0001770566],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7159026,0.0306854,0.1996218,0.009923428,0.000414294,0.00009803104,0.001058578,0.0002565031,0.04203933],"genre_scores_gemma":[0.9912457,0.005141708,0.00186991,0.0002042969,0.000287411,0.00001647533,0.00006630176,0.0000286762,0.001139509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002435287,"threshold_uncertainty_score":0.01287913,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3022270012","doi":"10.5206/mase/10221","title":"Analysis of solutions and disease progressions for a within-host Tuberculosis model","year":2020,"lang":"en","type":"article","venue":"Mathematics in Applied Sciences and Engineering","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false},"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada; Texas Tech University","keywords":"Tuberculosis; Disease; Latency (audio); Host (biology); Mycobacterium tuberculosis; Bifurcation; Pathogen; Infectious disease (medical specialty); Biology; Immunology; Medicine; Computer science; Pathology; Ecology; Physics","authors":[{"name":"Wenjing Zhang","is_ca":false},{"name":"Federico Frascoli","is_ca":true},{"name":"Jane M. Heffernan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05451011047403548,"gpt":0.2973518918509671,"spread":0.2428417813769316,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009641837,0.000819392,0.0008379203,0.001229729,0.0008116729,0.001354213,0.0009827025,0.002687,0.005767751],"category_scores_gemma":[0.004916558,0.0003879544,0.001047872,0.0004868688,0.001212204,0.001188488,0.001613848,0.001534139,0.0003131519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001306969,"about_ca_system_score_gemma":0.001341131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006968054,"about_ca_topic_score_gemma":0.002795808,"domain_scores_codex":[0.9997454,0.00008571604,0.00001118495,0.00004168591,0.00004145558,0.00007446599],"domain_scores_gemma":[0.9983638,0.0008814659,0.0003519294,0.00004975756,0.000155262,0.0001977426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009688069,0.0001645931,0.003809384,0.0001135686,0.0000788074,0.0005974931,0.0003923777,0.774394,0.004559529,0.2073606,0.001749609,0.00668319],"study_design_scores_gemma":[0.00002209002,0.00003445024,0.0003734026,0.00001699788,0.00001922236,0.00006120167,0.00006917896,0.9747207,0.0002086131,0.02369248,0.0007673697,0.00001428934],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5654541,0.002659529,0.3853138,0.006162609,0.0001935339,0.00021897,0.0006145617,0.0002673194,0.03911561],"genre_scores_gemma":[0.9673582,0.0007677904,0.01400216,0.0002212287,0.00006527126,0.0001820756,0.0001845542,0.00004133972,0.01717742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006968054,"threshold_uncertainty_score":0.0192951,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4280494606","doi":"10.5206/mase/14625","title":"Modeling road surface potholes within the macroscopic flow framework","year":2022,"lang":"en","type":"article","venue":"Mathematics in Applied Sciences and Engineering","topic":"Traffic control and management","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Flow (mathematics); Geology; Road surface; Surface (topology); Disturbance (geology); Mechanics; Materials science; Geometry; Physics; Geomorphology; Mathematics","authors":[{"name":"Gabriel Obed Fosu","is_ca":false},{"name":"Joseph M. Opong","is_ca":false},{"name":"Bright Emmanuel Owusu","is_ca":false},{"name":"Samuel M. Naandam","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01171358654867356,"gpt":0.2062492706661728,"spread":0.1945356841174992,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002815703,0.0004628874,0.0004216057,0.0006259349,0.0003208444,0.0009121461,0.0006863091,0.001001794,0.0008795349],"category_scores_gemma":[0.0008952522,0.0002758879,0.0006331481,0.0002801968,0.000811134,0.001129137,0.0007220402,0.000569038,0.0001161554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007286234,"about_ca_system_score_gemma":0.0008151555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01283844,"about_ca_topic_score_gemma":0.006234289,"domain_scores_codex":[0.9998631,0.00002854208,0.000006337923,0.00003591117,0.00002915066,0.00003686388],"domain_scores_gemma":[0.9996961,0.0001067543,0.00006949951,0.00003522514,0.00005971916,0.00003273243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000009623605,0.00002124488,0.001070897,0.00001200868,0.000007212141,0.00004757195,0.00002384938,0.9879359,0.001925087,0.007162109,0.0000837171,0.001700899],"study_design_scores_gemma":[0.000001556168,0.000006954304,0.0002256032,9.556949e-7,0.000002192091,0.000006579238,0.000005891452,0.9984919,0.00009483508,0.001055319,0.0001056631,0.000002483391],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3135923,0.0002519746,0.6783713,0.0002450726,0.0001166197,0.0001055162,0.0002439331,0.0004037893,0.006669526],"genre_scores_gemma":[0.983802,0.0001694752,0.01363085,0.00001645917,0.0000244525,0.00004633379,0.00007259429,0.00002801932,0.00220999],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01283844,"threshold_uncertainty_score":0.02552748,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4213273049","doi":"10.5206/mase/14537","title":"How does the latency period impact the modeling of COVID-19 transmission dynamics?","year":2022,"lang":"en","type":"article","venue":"Mathematics in Applied Sciences and Engineering","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"National Institute of General Medical Sciences; National Institutes of Health","keywords":"Latency (audio); Coronavirus disease 2019 (COVID-19); Basic reproduction number; Latency stage; Computer science; Transmission (telecommunications); Period (music); Applied mathematics; Differential equation; Mathematics; Physics; Mathematical analysis; Telecommunications; Psychology; Demography; Medicine","authors":[{"name":"Ben Patterson","is_ca":false},{"name":"Jin Wang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1195943361790816,"gpt":0.3556145493577126,"spread":0.236020213178631,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001423765,0.0004707535,0.0004354722,0.0006553268,0.0004633784,0.001478405,0.001319584,0.001009691,0.00223064],"category_scores_gemma":[0.01002599,0.0003414957,0.0004205303,0.0005706623,0.000715723,0.003201622,0.000983484,0.001012483,0.0002037892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001761357,"about_ca_system_score_gemma":0.001393263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03219342,"about_ca_topic_score_gemma":0.02017477,"domain_scores_codex":[0.9996111,0.0001784067,0.00001710056,0.00005444579,0.00004221219,0.00009677442],"domain_scores_gemma":[0.9977592,0.001115348,0.0007486605,0.0001044906,0.0001578772,0.000114498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001202629,0.0001061681,0.05395936,0.0001339357,0.0001123015,0.0004137395,0.000684044,0.7466286,0.003662355,0.1795568,0.00200755,0.01261494],"study_design_scores_gemma":[0.00002581608,0.0001094325,0.009367044,0.00006048954,0.0000374364,0.0001488438,0.0005259461,0.9288232,0.0005051031,0.05757913,0.002767415,0.00005015879],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8205793,0.0018994,0.1521144,0.007920415,0.0002458414,0.000105326,0.0009273606,0.00009977551,0.01610808],"genre_scores_gemma":[0.9922193,0.0007410087,0.004503189,0.0001904493,0.00004913022,0.00004861835,0.0001010545,0.00001861947,0.002128703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03219342,"threshold_uncertainty_score":0.06401205,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2977911991","doi":"10.5206/mase/8120","title":"Existence and metastability of non-constant steady states in a Keller-Segel model with density-suppressed motility","year":2019,"lang":"en","type":"article","venue":"Mathematics in Applied Sciences and Engineering","topic":"Mathematical Biology Tumor Growth","field":"Mathematics","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Metastability; Constant (computer programming); Plane (geometry); Bifurcation; Motility; Phase plane; Statistical physics; Phase (matter); Stationary phase; Physics; Mathematics; Mathematical analysis; Chemistry; Computer science; Nonlinear system; Biology; Quantum mechanics; Geometry","authors":[{"name":"Peng Xia","is_ca":false},{"name":"Yazhou Han","is_ca":false},{"name":"Jicheng Tao","is_ca":false},{"name":"Manjun Ma","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02418890331382966,"gpt":0.2507108016994769,"spread":0.2265218983856472,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002892701,0.0002811795,0.0003734348,0.0005493066,0.0005933874,0.0009206017,0.0004841513,0.0005922565,0.0009250574],"category_scores_gemma":[0.001140513,0.0002230035,0.0004919155,0.0003114939,0.001071745,0.001016895,0.0008007254,0.0004898058,0.0001001073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000576448,"about_ca_system_score_gemma":0.0005196279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001807939,"about_ca_topic_score_gemma":0.001169661,"domain_scores_codex":[0.9999036,0.00001925017,0.000005575263,0.00001968251,0.00002176736,0.00003006546],"domain_scores_gemma":[0.9996144,0.0001517021,0.0001071991,0.00003236864,0.00004273338,0.00005155701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002783634,0.0001818489,0.01444458,0.0002028528,0.0001239995,0.001571003,0.001011702,0.3088302,0.0889023,0.5741585,0.0009997084,0.009294969],"study_design_scores_gemma":[0.00004378146,0.00008322416,0.002187081,0.00001326155,0.0000342554,0.0002488667,0.0002180597,0.8861635,0.008862377,0.1016217,0.0004885309,0.00003536173],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9252318,0.0003101543,0.06919575,0.000332371,0.00001761165,0.00001905918,0.00005122241,0.00008117856,0.004760814],"genre_scores_gemma":[0.9967229,0.00006575657,0.002446439,0.00001195323,0.000004626347,0.00001594026,0.00001643971,0.000004795382,0.0007111116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001807939,"threshold_uncertainty_score":0.004182458,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4226310421","doi":"10.5206/mase/14233","title":"An extended SEIARD model for COVID-19 vaccination in Mexico: analysis and forecast","year":2021,"lang":"en","type":"article","venue":"Mathematics in Applied Sciences and Engineering","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Vaccination; Coronavirus disease 2019 (COVID-19); Stability (learning theory); Basic reproduction number; 2019-20 coronavirus outbreak; Set (abstract data type); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Transmission (telecommunications); Epidemic model; Disease control; Applied mathematics; Mathematics; Stability theory; Computer science; Disease; Virology; Medicine; Physics; Infectious disease (medical specialty); Internal medicine; Environmental health; Telecommunications","authors":[{"name":"Ángel Pérez","is_ca":false},{"name":"David A. Oluyori","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2035967844377197,"gpt":0.4127558886283582,"spread":0.2091591041906385,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005241472,0.0004668394,0.0009682412,0.0005943014,0.0004562387,0.001081079,0.001091505,0.001657862,0.002777579],"category_scores_gemma":[0.001566328,0.0003106244,0.0006697869,0.0003986786,0.0005670146,0.001101263,0.0005881282,0.0008758937,0.0002016784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001234138,"about_ca_system_score_gemma":0.0009240118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03453968,"about_ca_topic_score_gemma":0.01734977,"domain_scores_codex":[0.999837,0.00003898962,0.000006334217,0.00004975391,0.00002074934,0.00004707902],"domain_scores_gemma":[0.999518,0.000202797,0.0001506827,0.00001510593,0.00007036377,0.0000429627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001083033,0.00004707251,0.007655677,0.00004763911,0.00005791211,0.0004261199,0.0001308737,0.9315641,0.001962375,0.05283428,0.001039979,0.004125689],"study_design_scores_gemma":[0.000007775247,0.00001337206,0.0005158898,0.000003311833,0.00001151919,0.00001675613,0.00001827316,0.9967153,0.00007073284,0.002324525,0.0002970308,0.000005584497],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7368346,0.001219415,0.2447017,0.002440977,0.0001294522,0.0000801377,0.0008234317,0.0002120662,0.01355822],"genre_scores_gemma":[0.9829392,0.0004639718,0.005947198,0.00008020074,0.00004608638,0.00005958484,0.0002116741,0.00001513016,0.01023692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03453968,"threshold_uncertainty_score":0.06867731,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3091754459","doi":"10.5206/mase/10773","title":"Non-local multiscale approaches for tumour-oncolytic viruses interactions","year":2020,"lang":"en","type":"article","venue":"Mathematics in Applied Sciences and Engineering","topic":"Virus-based gene therapy research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Oncolytic virus; Cancer cell; Virus; Cancer; Cell; Dynamics (music); Biology; Biological system; Virology; Cancer research; Physics; Genetics","authors":[{"name":"Abdulhamed Alsisi","is_ca":false},{"name":"Raluca Eftimie","is_ca":false},{"name":"Dumitru Trucu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0689810979828556,"gpt":0.3051287538865212,"spread":0.2361476559036656,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003226167,0.000903597,0.0008383021,0.0007283658,0.000488173,0.001010236,0.001356997,0.002009223,0.002027794],"category_scores_gemma":[0.001004406,0.0005178037,0.00138042,0.0002980988,0.001259031,0.001278424,0.001498187,0.001001237,0.00033053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001082577,"about_ca_system_score_gemma":0.0006922206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004975223,"about_ca_topic_score_gemma":0.002472829,"domain_scores_codex":[0.9997891,0.0000598117,0.000009408171,0.00004890552,0.00005281577,0.0000400418],"domain_scores_gemma":[0.9996173,0.0001511112,0.00009860218,0.00003409291,0.00004083964,0.00005795866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003559938,0.00006781111,0.0006502176,0.0001073398,0.00005097358,0.0002175534,0.000101442,0.8861867,0.01902305,0.0894051,0.0004482894,0.003705853],"study_design_scores_gemma":[0.000007186108,0.00001646869,0.0001342583,0.000004328827,0.000007264972,0.00002603223,0.00001089749,0.9927216,0.0003590107,0.006277754,0.000427048,0.000008083226],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1212708,0.002137684,0.8579722,0.001217547,0.0002421408,0.0000923364,0.0001943315,0.0002403027,0.01663268],"genre_scores_gemma":[0.9306224,0.00141452,0.05357674,0.000265167,0.0001402075,0.000290041,0.0001268021,0.000145257,0.01341894],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004975223,"threshold_uncertainty_score":0.009892523,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3171754278","doi":"10.5206/mase/13822","title":"Global properties of a virus dynamics model with self-proliferation of CTLs","year":2021,"lang":"en","type":"article","venue":"Mathematics in Applied Sciences and Engineering","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Army Medical University; National Natural Science Foundation of China","keywords":"Basic reproduction number; Virus; Cytotoxic T cell; Per capita; Biology; Immune system; Virology; Dynamics (music); Immunity; Immunology; Medicine; Population; Physics; Genetics","authors":[{"name":"Cuicui Jiang","is_ca":false},{"name":"Huan Kong","is_ca":false},{"name":"Guohong Zhang","is_ca":false},{"name":"Kaifa Wang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02263049388023468,"gpt":0.2434887958899654,"spread":0.2208583020097307,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002953936,0.0006658112,0.0007907934,0.0005208873,0.0004971225,0.001017043,0.000802926,0.001114496,0.002123859],"category_scores_gemma":[0.0008759158,0.0003098067,0.0008609638,0.0002811835,0.0008748419,0.001151884,0.0008384187,0.0006412406,0.0002435724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000663291,"about_ca_system_score_gemma":0.0006521275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005642331,"about_ca_topic_score_gemma":0.001842754,"domain_scores_codex":[0.9998984,0.00002755261,0.000004292979,0.00002546325,0.00001660342,0.00002766916],"domain_scores_gemma":[0.9996014,0.000132593,0.0000936269,0.00001848919,0.00007601664,0.00007780671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006785269,0.00004138206,0.002469349,0.00004872099,0.00005794359,0.0003858508,0.0001323766,0.9453661,0.007037286,0.04188642,0.0006322882,0.001874307],"study_design_scores_gemma":[0.00001376252,0.00002757965,0.0002598806,0.000002802093,0.00001404112,0.00003323412,0.00001737028,0.9931116,0.0001881247,0.006084268,0.0002400051,0.000007343007],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7294787,0.0009447719,0.2499923,0.001098561,0.0001126117,0.00005522069,0.0003535238,0.0002853944,0.01767888],"genre_scores_gemma":[0.9905704,0.0002489552,0.003339945,0.00005857757,0.00002507053,0.00006164685,0.0001215564,0.00003279111,0.005541048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005642331,"threshold_uncertainty_score":0.01121897,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3216180798","doi":"10.5206/mase/14150","title":"A diffusive SEIR model for community transmission of Covid-19 epidemics: application to Brazil","year":2021,"lang":"en","type":"article","venue":"Mathematics in Applied Sciences and Engineering","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Outbreak; Transmission (telecommunications); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Geography; Epidemic model; Diffusion; Virology; Biology; Computer science; Environmental health; Physics; Medicine; Telecommunications; Population; Infectious disease (medical specialty)","authors":[{"name":"W. E. Fitzgibbon","is_ca":false},{"name":"Jeffrey J. Morgan","is_ca":false},{"name":"Glenn F. Webb","is_ca":false},{"name":"Yixiang Wu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2073267830326545,"gpt":0.4145986506950776,"spread":0.207271867662423,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001232899,0.0007239108,0.0008987542,0.001047952,0.0006518259,0.001459668,0.00130323,0.001120617,0.001582744],"category_scores_gemma":[0.003559758,0.0002848868,0.001229128,0.0008146313,0.0008647973,0.001165261,0.001518865,0.0008784537,0.0002606743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001986975,"about_ca_system_score_gemma":0.001507348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02209169,"about_ca_topic_score_gemma":0.01158666,"domain_scores_codex":[0.9996237,0.0001799832,0.00002463162,0.00005364752,0.00006074163,0.00005722077],"domain_scores_gemma":[0.9990523,0.0004862386,0.0002028948,0.00004670315,0.000140665,0.00007109328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006580516,0.00009421328,0.004620093,0.0001979602,0.0001086856,0.001903536,0.0007469588,0.4885843,0.00501693,0.4843918,0.002115196,0.01215451],"study_design_scores_gemma":[0.00001540331,0.00003529167,0.0003805574,0.00002443394,0.00002450486,0.0001903936,0.0001096557,0.9701311,0.000160287,0.02752099,0.001389411,0.00001795507],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.240684,0.004360305,0.7161537,0.003796695,0.000253617,0.0001709649,0.0006356519,0.0003025206,0.03364252],"genre_scores_gemma":[0.9470276,0.002751101,0.03880835,0.000153682,0.00007685927,0.0001389662,0.0001881773,0.00005665426,0.01079861],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02209169,"threshold_uncertainty_score":0.04392618,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3115756929","doi":"10.5206/mase/10876","title":"Determining the effectiveness of practicing non-pharmaceutical interventions in improving virus control in a pandemic using agent-based modelling","year":2020,"lang":"en","type":"article","venue":"Mathematics in Applied Sciences and Engineering","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Social distance; Pandemic; Psychological intervention; Duration (music); Population; Outbreak; Distancing; Mortality rate; Coronavirus disease 2019 (COVID-19); Disease; Medicine; Infectious disease (medical specialty); Computer science; Environmental health; Demography; Virology; Nursing; Sociology","authors":[{"name":"Christian Alvin H. Buhat","is_ca":false},{"name":"Steven Kyle Villanueva","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3634141227128508,"gpt":0.4352002265405335,"spread":0.07178610382768269,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003033471,0.0008450864,0.0008060551,0.0006715821,0.0004124626,0.001009181,0.001047142,0.001399475,0.001747273],"category_scores_gemma":[0.01310095,0.000392966,0.0006687157,0.000436573,0.0006020967,0.001107595,0.000708099,0.0007490295,0.0001014436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001327367,"about_ca_system_score_gemma":0.001884656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009669139,"about_ca_topic_score_gemma":0.00745265,"domain_scores_codex":[0.9989165,0.000727772,0.00004574694,0.00007792503,0.00009335847,0.0001387043],"domain_scores_gemma":[0.9863664,0.01179026,0.0009841465,0.0002575676,0.0003526507,0.000248995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001323186,0.0001492629,0.001994362,0.00006013073,0.00004056762,0.00002062204,0.00001578699,0.9922993,0.0007404421,0.001644554,0.00006323276,0.002839401],"study_design_scores_gemma":[0.00006886091,0.0004062709,0.001005387,0.00001492237,0.0000423616,0.000009244417,0.00003334456,0.9959713,0.0006980122,0.001594896,0.0001447853,0.0000105981],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9272366,0.0004927195,0.06254493,0.0008931762,0.00004200239,0.0002578608,0.0001974939,0.00009326747,0.008242003],"genre_scores_gemma":[0.9873368,0.0002102894,0.01178799,0.0000646252,0.000006974551,0.00008222298,0.00003374682,0.000005399774,0.000471956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009669139,"threshold_uncertainty_score":0.01922572,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4378087062","doi":"10.5206/mase/15591","title":"A Conceptual model of mixed-integer linear programming water distribution system","year":2023,"lang":"en","type":"article","venue":"Mathematics in Applied Sciences and Engineering","topic":"Water Systems and Optimization","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Mathematical optimization; Reliability (semiconductor); Linear programming; Integer programming; Function (biology); Computer science; Integer (computer science); Population; Conceptual model; Water supply; Distribution (mathematics); Mathematics; Engineering; Environmental engineering","authors":[{"name":"Habiba Babangida Awwalu","is_ca":false},{"name":"Nasiru Abdullahi","is_ca":false},{"name":"Muktar Hussaini","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02028244014523352,"gpt":0.2001827697468135,"spread":0.1799003296015799,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006203697,0.0009383319,0.0007526639,0.0005405289,0.0007073783,0.002796593,0.002534101,0.002053755,0.009169359],"category_scores_gemma":[0.000942642,0.0004545509,0.0007724687,0.001147108,0.0009832742,0.001754657,0.001088984,0.001677615,0.001039164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001571465,"about_ca_system_score_gemma":0.001683429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006522274,"about_ca_topic_score_gemma":0.00491296,"domain_scores_codex":[0.9993539,0.0002476818,0.00002785302,0.0001421257,0.000153137,0.00007525941],"domain_scores_gemma":[0.9996558,0.0001449252,0.00005801271,0.00001620612,0.00009759344,0.00002738652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003301972,0.00005569998,0.0002538514,0.0001818109,0.00002099706,0.0002629938,0.000132998,0.7848638,0.001097337,0.2031733,0.001734517,0.008189644],"study_design_scores_gemma":[0.00002309996,0.00004638957,0.00007395005,0.00002013203,0.00001182793,0.00005687244,0.00005129542,0.9690018,0.0001787361,0.0250431,0.005481055,0.00001173774],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01095369,0.0008267533,0.9321151,0.001633161,0.0001733215,0.0001819301,0.0006612042,0.0002656063,0.05318913],"genre_scores_gemma":[0.7436888,0.002342476,0.2060291,0.0004544721,0.0001980467,0.001474415,0.0007840843,0.0001001204,0.04492849],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009169359,"threshold_uncertainty_score":0.03067458,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4353057616","doi":"10.5206/mase/15355","title":"Chaotic dynamics of the fractional order Schnakenberg model and its control","year":2023,"lang":"en","type":"article","venue":"Mathematics in Applied Sciences and Engineering","topic":"Fractional Differential Equations Solutions","field":"Mathematics","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Phase portrait; Mathematics; Chaotic; Lyapunov exponent; Bifurcation; Discretization; Fractional calculus; Attractor; Applied mathematics; Invariant (physics); Center manifold; Synchronization of chaos; Mathematical analysis; Control theory (sociology); Nonlinear system; Hopf bifurcation; Physics; Computer science; Control (management)","authors":[{"name":"Md. Jasim Uddin","is_ca":false},{"name":"Sarker Md. Sohel Rana","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04241708687625658,"gpt":0.2766245998891077,"spread":0.2342075130128511,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002057195,0.0004230558,0.0006336697,0.0004087127,0.00078902,0.001039045,0.0006345822,0.000767341,0.001109192],"category_scores_gemma":[0.0005645676,0.000156106,0.0006168249,0.0003529147,0.000993053,0.0006017751,0.0006131466,0.0003935647,0.00008050194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001266089,"about_ca_system_score_gemma":0.0009498286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01484324,"about_ca_topic_score_gemma":0.005053665,"domain_scores_codex":[0.9998709,0.00002773338,0.000007343277,0.00002931241,0.00003480284,0.00002982779],"domain_scores_gemma":[0.9998177,0.00004044655,0.00007062787,0.00001638877,0.00002942624,0.00002535912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001376799,0.00004685334,0.001772583,0.00007563804,0.00005419326,0.0005024582,0.0002581504,0.8343292,0.01596185,0.1404408,0.0007086858,0.005711869],"study_design_scores_gemma":[0.000009170252,0.00002415137,0.0003065121,0.000003744261,0.000009774651,0.00003391012,0.00002374843,0.9889538,0.000780514,0.009494769,0.0003480209,0.00001179205],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7170117,0.0008482778,0.2535296,0.001041668,0.0001539895,0.00006317283,0.000234321,0.0002064164,0.02691079],"genre_scores_gemma":[0.9935651,0.0001252924,0.003545391,0.00001866624,0.00001017578,0.00002630426,0.00002709859,0.000005884463,0.002676075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01484324,"threshold_uncertainty_score":0.02951366,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4321369103","doi":"10.5206/mase/15505","title":"A novel IVGTT model including interstitial insulin","year":2023,"lang":"en","type":"article","venue":"Mathematics in Applied Sciences and Engineering","topic":"Metabolism, Diabetes, and Cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Insulin; Insulin sensitivity; Diabetes mellitus; Bolus (digestion); Stimulus (psychology); Medicine; Type 2 diabetes; Interstitial fluid; Endocrinology; Internal medicine; Insulin resistance; Psychology; Cognitive psychology","authors":[{"name":"Jun Jin","is_ca":false},{"name":"Jiaxu Li","is_ca":false},{"name":"Rui Xu","is_ca":false},{"name":"Lei Yu","is_ca":false},{"name":"Zhen Jin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03701886530157153,"gpt":0.2683762097091384,"spread":0.2313573444075669,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003184604,0.0009270947,0.001069312,0.0005085134,0.0004884583,0.001361176,0.001863914,0.001988595,0.003910906],"category_scores_gemma":[0.001130235,0.0004128404,0.001252941,0.0004188919,0.0007754136,0.001002238,0.001365145,0.001084099,0.0006295273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007632748,"about_ca_system_score_gemma":0.001121633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007944173,"about_ca_topic_score_gemma":0.003087104,"domain_scores_codex":[0.9997769,0.00005592969,0.000009823219,0.00006818145,0.0000461875,0.0000430424],"domain_scores_gemma":[0.9997172,0.00008021331,0.00005183214,0.00001599002,0.00007987719,0.00005495023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001110885,0.00004025607,0.001378291,0.00008181501,0.00004139387,0.0003564564,0.00007764062,0.9240193,0.004178188,0.06133801,0.002438415,0.005939082],"study_design_scores_gemma":[0.00001951764,0.00002283441,0.0001286699,0.000008754939,0.00001625211,0.00005503347,0.0000100294,0.9910194,0.0001951679,0.007191497,0.001322071,0.00001079304],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05560503,0.001339864,0.9075964,0.001965894,0.0003455504,0.00008350092,0.001112336,0.0004709349,0.03148048],"genre_scores_gemma":[0.9023295,0.001290059,0.0530027,0.000799712,0.0002044073,0.0005338953,0.0008750302,0.0002317688,0.04073299],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007944173,"threshold_uncertainty_score":0.01579583,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3022706280","doi":"10.5206/mase/9451","title":"Global asymptotic stability of a delayed plant disease model","year":2020,"lang":"en","type":"article","venue":"Mathematics in Applied Sciences and Engineering","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Stability theory; Sigma; Omega; Physics; Stability (learning theory); Combinatorics; Mathematical physics; BETA (programming language); Mathematics; Quantum mechanics; Computer science; Nonlinear system","authors":[{"name":"Yuming Chen","is_ca":true},{"name":"Chongwu Zheng","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04256219357563439,"gpt":0.2650478176346841,"spread":0.2224856240590497,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003683443,0.0006721126,0.0007359715,0.0004870602,0.000412487,0.00132069,0.0008993294,0.0009998721,0.002874873],"category_scores_gemma":[0.001068776,0.0002464969,0.000545476,0.0002631196,0.0009645462,0.0006529494,0.00115972,0.0007189945,0.000303622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001012344,"about_ca_system_score_gemma":0.0008040863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007632372,"about_ca_topic_score_gemma":0.002967264,"domain_scores_codex":[0.9998072,0.00003951129,0.000007420017,0.00006964491,0.00003809506,0.00003819357],"domain_scores_gemma":[0.9996418,0.0001166377,0.0001060836,0.00001760398,0.00008162051,0.00003623992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001038458,0.00004532182,0.002076766,0.0001832017,0.0001005894,0.0006165907,0.0002295317,0.8907328,0.01292494,0.08651072,0.00113904,0.005336698],"study_design_scores_gemma":[0.00002909527,0.00004653612,0.0003223587,0.000009395537,0.0000205266,0.00005091124,0.00003503256,0.9880206,0.0004714465,0.01002761,0.0009551432,0.00001138767],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4264443,0.001795466,0.5301046,0.001820409,0.000196808,0.00008777818,0.0004895248,0.0004220479,0.03863907],"genre_scores_gemma":[0.9819624,0.0003954891,0.004586105,0.00007804441,0.00003795881,0.00007279641,0.0001073739,0.00001900163,0.01274099],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007632372,"threshold_uncertainty_score":0.01517588,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3081884846","doi":"10.5206/mase/10745","title":"Dynamical analysis of a fractional order model incorporating fear in the disease transmission rate of COVID-19","year":2020,"lang":"en","type":"article","venue":"Mathematics in Applied Sciences and Engineering","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Uniqueness; Equilibrium point; Stability theory; Bounded function; Epidemic model; Mathematics; Applied mathematics; Hopf bifurcation; Stability (learning theory); Coronavirus disease 2019 (COVID-19); Transmission (telecommunications); Order (exchange); Control theory (sociology); Disease; Bifurcation; Mathematical analysis; Computer science; Control (management); Infectious disease (medical specialty); Economics; Medicine; Physics; Nonlinear system; Population","authors":[{"name":"Chandan Maji","is_ca":false},{"name":"Debasis Mukherjee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04268631430837686,"gpt":0.3050930296620704,"spread":0.2624067153536935,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003894635,0.0005360296,0.0009422334,0.0005915324,0.0009255171,0.001300035,0.001017705,0.00158186,0.001968683],"category_scores_gemma":[0.001147334,0.0003250033,0.001255474,0.0003127622,0.001108954,0.0009880338,0.000996922,0.0008908411,0.0001165838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001230504,"about_ca_system_score_gemma":0.0008317647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01896886,"about_ca_topic_score_gemma":0.006993301,"domain_scores_codex":[0.9998336,0.00004339308,0.000008702785,0.00003711784,0.00002516074,0.00005205904],"domain_scores_gemma":[0.9995543,0.000156203,0.0001467442,0.00001668825,0.00005896408,0.00006699697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001093491,0.00006560151,0.00400711,0.00007713546,0.0001112856,0.0007978881,0.0002741039,0.9380652,0.009214082,0.04434212,0.0004724948,0.00246363],"study_design_scores_gemma":[0.000009555583,0.00003336776,0.0005048803,0.000005054033,0.00002861317,0.00006332473,0.00004856378,0.9955088,0.000178506,0.003338474,0.0002672236,0.00001369324],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7934662,0.001133137,0.1842879,0.001896997,0.0001644054,0.00005488992,0.0002600199,0.0001560793,0.0185804],"genre_scores_gemma":[0.9923119,0.000258171,0.002440402,0.00006483951,0.00002653977,0.0000298273,0.00004220266,0.00001149969,0.004814632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01896886,"threshold_uncertainty_score":0.03771687,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3021014777","doi":"10.5206/mase/10508","title":"Modeling the impact of host resistance on structured tick population dynamics","year":2020,"lang":"en","type":"article","venue":"Mathematics in Applied Sciences and Engineering","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false},"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Uniqueness; Delay differential equation; Basic reproduction number; Population; Dynamics (music); Statistical physics; Tick; Applied mathematics; Mathematics; Host (biology); Econometrics; Differential equation; Mathematical economics; Control theory (sociology); Biology; Physics; Computer science; Ecology; Mathematical analysis; Demography; Artificial intelligence; Control (management)","authors":[{"name":"Mahnaz Alavinejad","is_ca":true},{"name":"Jemisa Sadiku","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01586038538085658,"gpt":0.2170042236370148,"spread":0.2011438382561583,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002548693,0.0003056804,0.0003346054,0.0003738254,0.0001966409,0.0006180271,0.0005807854,0.001021494,0.00172831],"category_scores_gemma":[0.001530427,0.0002387704,0.0003735658,0.0002191382,0.0004314532,0.000714481,0.0004669106,0.000362295,0.0001362116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006716371,"about_ca_system_score_gemma":0.000565505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008292602,"about_ca_topic_score_gemma":0.005232117,"domain_scores_codex":[0.9999099,0.0000288898,0.000004325944,0.00001752701,0.00001212043,0.00002726038],"domain_scores_gemma":[0.9994861,0.0003236192,0.0001060657,0.00002096447,0.00002854,0.00003469258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001817795,0.00002779579,0.002082554,0.00001782721,0.00001492813,0.00006595455,0.00003247944,0.9889337,0.003107218,0.004612833,0.00005319492,0.00103338],"study_design_scores_gemma":[0.000004795839,0.00001323395,0.0003263798,0.000001785162,0.000005116345,0.00001040686,0.000007829086,0.9984,0.0002041142,0.0009463109,0.00007719584,0.000002777298],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9165272,0.0001804455,0.07655512,0.000240432,0.00002076267,0.00003695787,0.0002061336,0.00007372358,0.006159219],"genre_scores_gemma":[0.9932776,0.00009924176,0.004853903,0.00002422663,0.000005615136,0.00002470172,0.00003441932,0.00001144066,0.001668798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008292602,"threshold_uncertainty_score":0.01648867,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404672200","doi":"10.5206/mase/18033","title":"Incorporating mean-field velocity difference in a continuum macroscopic traffic flow model for adverse road conditions","year":2024,"lang":"en","type":"article","venue":"Mathematics in Applied Sciences and Engineering","topic":"Traffic control and management","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Mechanics; Thermal velocity; Flow velocity; Statistical physics; Environmental science; Flow (mathematics); Physics","authors":[{"name":"Gabriel Obed Fosu","is_ca":false},{"name":"Dickson Anokye","is_ca":false},{"name":"Albert Adu-Sackey","is_ca":false},{"name":"Bright Emmanuel Owusu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01478576017401445,"gpt":0.2297403544770822,"spread":0.2149545943030677,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000369762,0.0005662374,0.0006720707,0.0007458797,0.0005574697,0.001281131,0.001399958,0.001644406,0.001195714],"category_scores_gemma":[0.0009331506,0.0003369268,0.0007639403,0.0005596733,0.001274032,0.001382489,0.001015734,0.001035854,0.0001689276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001474601,"about_ca_system_score_gemma":0.001284187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01564829,"about_ca_topic_score_gemma":0.008479307,"domain_scores_codex":[0.9998022,0.00005472092,0.000007710292,0.00004858016,0.00003999381,0.00004677075],"domain_scores_gemma":[0.9996881,0.0001132122,0.00006268345,0.00002236327,0.00006795269,0.00004568784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000008332264,0.00002430338,0.0006143287,0.000007948002,0.000005514501,0.00006544257,0.00002159395,0.9836125,0.0005490378,0.01372183,0.000205151,0.00116417],"study_design_scores_gemma":[0.000001684032,0.00000558759,0.00008853929,0.000001249981,0.000001993542,0.000008288376,0.000007180028,0.998234,0.00003346281,0.001484893,0.0001293421,0.000003783039],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2261822,0.0004942825,0.7516487,0.0009986366,0.0003059159,0.00008995918,0.0003361874,0.0002473164,0.01969681],"genre_scores_gemma":[0.981158,0.0003734493,0.01200129,0.0001124248,0.00007997345,0.00006731042,0.0001120648,0.00003135711,0.006064066],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01564829,"threshold_uncertainty_score":0.03111446,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3022968246","doi":"10.5206/mase/9372","title":"Applying the chemical-reaction definition of mass action to infectious disease modelling","year":2020,"lang":"en","type":"article","venue":"Mathematics in Applied Sciences and Engineering","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Term (time); Mass action law; Action (physics); Variety (cybernetics); Statistical physics; Predictability; Mathematics; Applied mathematics; Pure mathematics; Computer science; Physics; Statistics; Thermodynamics","authors":[{"name":"Mo’tassem Al-arydah","is_ca":true},{"name":"Scott Greenhalgh","is_ca":true},{"name":"Justin Manango Wazute Munganga","is_ca":true},{"name":"Robert J. Smith","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07336587689398327,"gpt":0.2754817490752048,"spread":0.2021158721812215,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002328164,0.001020584,0.0008658944,0.00102791,0.0006441775,0.001972877,0.001961256,0.002192501,0.002469485],"category_scores_gemma":[0.006167311,0.0004113735,0.001240985,0.0008441801,0.00255005,0.002583026,0.002540522,0.002192768,0.0005036125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001735507,"about_ca_system_score_gemma":0.001133142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003391517,"about_ca_topic_score_gemma":0.001966488,"domain_scores_codex":[0.9987926,0.0006099708,0.00007667815,0.0001283479,0.000292709,0.0000996507],"domain_scores_gemma":[0.9978981,0.001247499,0.0003356337,0.0002035019,0.000202898,0.0001123414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001226597,0.00002774417,0.0006047884,0.00008569998,0.00002881214,0.0001847569,0.0002235947,0.2591556,0.002584424,0.7323154,0.0007331237,0.004043818],"study_design_scores_gemma":[0.00001265236,0.00003717133,0.0001709126,0.00002540263,0.00001430049,0.0001321649,0.00004179042,0.6490028,0.0006819464,0.3432889,0.006562886,0.00002901186],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0230407,0.00159493,0.9472741,0.002863009,0.000513374,0.0001401948,0.0001306726,0.0001324576,0.02431051],"genre_scores_gemma":[0.796416,0.002851342,0.1844546,0.001018744,0.0005469561,0.0003758156,0.0001425433,0.0001546712,0.01403924],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003391517,"threshold_uncertainty_score":0.01259208,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4210261780","doi":"10.5206/mase/14496","title":"Dynamics of discrete predator- prey system with fear effect and density dependent birth rate of the prey species","year":2022,"lang":"en","type":"article","venue":"Mathematics in Applied Sciences and Engineering","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Predation; Chaotic; Bifurcation; Control theory (sociology); Fixed point; Predator; Mathematics; Stability (learning theory); Dynamics (music); Statistical physics; Applied mathematics; Physics; Ecology; Mathematical analysis; Biology; Computer science; Control (management); Nonlinear system","authors":[{"name":"Debasis Mukherjee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009503741546778306,"gpt":0.2167880538201967,"spread":0.2072843122734184,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003084057,0.0003937354,0.0007613117,0.0003293564,0.000613626,0.0008585115,0.0009187756,0.0009802595,0.001208447],"category_scores_gemma":[0.001039034,0.0002627223,0.0004793859,0.0002145391,0.0008899426,0.0007166803,0.0008718358,0.0007620201,0.00009759853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005923996,"about_ca_system_score_gemma":0.0004991033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005802334,"about_ca_topic_score_gemma":0.003075693,"domain_scores_codex":[0.999843,0.00004486669,0.000009222405,0.00003681508,0.00003969472,0.00002641164],"domain_scores_gemma":[0.9995561,0.0001843352,0.0001114886,0.00002013892,0.00005770824,0.00007020083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002424705,0.0001303793,0.01469907,0.0002617409,0.000264466,0.003143345,0.0005956223,0.8516695,0.02731693,0.09325214,0.001035877,0.007388411],"study_design_scores_gemma":[0.00002061268,0.00005327604,0.001456566,0.000006541972,0.00003037239,0.0002628114,0.00007141792,0.9898638,0.0004727147,0.00743518,0.0003088821,0.00001777268],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.809065,0.00102001,0.1711296,0.001180566,0.0001208332,0.00005781673,0.000193162,0.0001364009,0.01709644],"genre_scores_gemma":[0.9946427,0.000199652,0.002908011,0.00002666851,0.00002108436,0.00001987874,0.00003104798,0.000005377381,0.002145571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005802334,"threshold_uncertainty_score":0.01153713,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3116640292","doi":"10.5206/mase/10842","title":"A Predator-Prey model in the chemostat with Holling Type II response function","year":2020,"lang":"en","type":"article","venue":"Mathematics in Applied Sciences and Engineering","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Chemostat; Functional response; Mathematics; Predation; Stability theory; Type (biology); Predator; Stability (learning theory); Applied mathematics; Ecology; Biology; Physics; Nonlinear system; Computer science","authors":[{"name":"Tedra Bolger","is_ca":false},{"name":"Brydon Eastman","is_ca":false},{"name":"Madeleine Hill","is_ca":false},{"name":"Gail S. K. Wolkowicz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04688351770752656,"gpt":0.264094669864381,"spread":0.2172111521568545,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005276512,0.0009829969,0.001269123,0.0006086091,0.0008378788,0.001310322,0.001616648,0.002446288,0.002528065],"category_scores_gemma":[0.000815013,0.0004362944,0.0009288409,0.0005717684,0.001265951,0.00109495,0.001249744,0.0009808196,0.0003384255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001061016,"about_ca_system_score_gemma":0.001297073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01089349,"about_ca_topic_score_gemma":0.00550859,"domain_scores_codex":[0.9997631,0.00008772678,0.00001279055,0.0000503871,0.00004133673,0.00004465404],"domain_scores_gemma":[0.9995902,0.0001596466,0.00008418242,0.00001647931,0.00005673309,0.00009286793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003038627,0.0001682506,0.004423586,0.0002912018,0.0001804695,0.002103073,0.0003082092,0.8109568,0.01356734,0.163083,0.001629276,0.002984971],"study_design_scores_gemma":[0.00006946159,0.0001071518,0.0007245367,0.00001266527,0.00003337867,0.0001511813,0.00005160564,0.9880585,0.000228024,0.009745022,0.0007893603,0.00002916853],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6833063,0.002384573,0.2599003,0.003063057,0.0004775111,0.0002126026,0.001188284,0.0003688567,0.04909858],"genre_scores_gemma":[0.9638219,0.0007405689,0.01068495,0.0002002935,0.00008779748,0.000206408,0.0001789484,0.00002588763,0.02405316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01089349,"threshold_uncertainty_score":0.02166015,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3112783513","doi":"10.5206/mase/10855","title":"On the focusing generalized Hartree equation","year":2020,"lang":"en","type":"article","venue":"Mathematics in Applied Sciences and Engineering","topic":"Advanced Mathematical Physics Problems","field":"Mathematics","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Hartree; Convolution (computer science); Nonlinear system; Nonlinear Schrödinger equation; Mathematics; Mathematical analysis; Type (biology); Schrödinger equation; Scattering; Dynamics (music); Mathematical physics; Physics; Applied mathematics; Quantum mechanics; Computer science","authors":[{"name":"Anudeep Kumar Arora","is_ca":false},{"name":"Svetlana Roudenko","is_ca":false},{"name":"Kai Yang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1148217913535185,"gpt":0.286265001988954,"spread":0.1714432106354355,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004460793,0.0004195369,0.0005923792,0.0005469277,0.0003122867,0.0005080287,0.0003757057,0.0009118835,0.002387999],"category_scores_gemma":[0.0005488492,0.0001268313,0.0004841616,0.0004726226,0.0008234493,0.001648875,0.0007434375,0.0009878427,0.0003930797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005402188,"about_ca_system_score_gemma":0.000472517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001032064,"about_ca_topic_score_gemma":0.0005973451,"domain_scores_codex":[0.9998363,0.00004182913,0.000009258826,0.00003626219,0.0000533909,0.00002289598],"domain_scores_gemma":[0.9998785,0.00004868261,0.00001304315,0.000009840233,0.00003744206,0.00001249359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002352022,0.0000149677,0.0001991221,0.0004168836,0.00002268959,0.0004079456,0.0002298987,0.01678575,0.007375545,0.9446588,0.003375317,0.02648957],"study_design_scores_gemma":[0.00002752273,0.0001414846,0.001405032,0.0002737359,0.00004237181,0.001781773,0.0001591974,0.1143519,0.003705219,0.8089383,0.06907925,0.00009428015],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1855937,0.1610116,0.4777386,0.008919659,0.001699363,0.0001093017,0.000419149,0.0003374225,0.1641712],"genre_scores_gemma":[0.7358095,0.1146376,0.06535038,0.004599258,0.003625648,0.0001526793,0.0004037072,0.0001850264,0.07523617],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002387999,"threshold_uncertainty_score":0.007988632,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386956822","doi":"10.5206/mase/16636","title":"Application of multi-valued rough neutrosophic set and matrix in multi-criteria decision-making","year":2023,"lang":"en","type":"article","venue":"Mathematics in Applied Sciences and Engineering","topic":"Rough Sets and Fuzzy Logic","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Rough set; Dominance-based rough set approach; Mathematics; Set (abstract data type); Indeterminacy (philosophy); Matrix (chemical analysis); Fuzzy set; Computer science; Artificial intelligence; Data mining; Fuzzy logic","authors":[{"name":"D. Jeni Seles Martina","is_ca":false},{"name":"G. Deepa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04340121765261589,"gpt":0.319218488004564,"spread":0.2758172703519481,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004151413,0.0007434871,0.0009408543,0.002617651,0.0008426764,0.002050852,0.0008163389,0.001011222,0.001370988],"category_scores_gemma":[0.005569769,0.0002871934,0.001481418,0.003216825,0.002231826,0.002287849,0.001492186,0.001671531,0.0002109388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001560253,"about_ca_system_score_gemma":0.001359764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002014522,"about_ca_topic_score_gemma":0.001578172,"domain_scores_codex":[0.9946762,0.003036151,0.0003119063,0.0003619954,0.001488149,0.0001257093],"domain_scores_gemma":[0.9982138,0.001131631,0.000173718,0.000109405,0.0002925793,0.00007886946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006828984,0.00007099178,0.0008880048,0.0006335982,0.0002327993,0.0004962871,0.0009079187,0.1284414,0.003572344,0.7723391,0.001547614,0.09080168],"study_design_scores_gemma":[0.00003325518,0.0002125792,0.0007100166,0.0002533415,0.00007788899,0.0003012352,0.0002643249,0.3602595,0.002235645,0.6224296,0.01312108,0.0001014007],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0061785,0.002418373,0.9843208,0.00057426,0.0001414091,0.00009396484,0.0000350333,0.00004325225,0.006194465],"genre_scores_gemma":[0.3476227,0.003451768,0.6469117,0.0002426533,0.0002288253,0.0002989997,0.00005131723,0.00002187475,0.001170122],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004151413,"threshold_uncertainty_score":0.02195507,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4283032870","doi":"10.5206/mase/14612","title":"A mathematical model of quorum quenching in biofilm colonies and its potential role as an adjuvant for antibiotic treatment","year":2022,"lang":"en","type":"article","venue":"Mathematics in Applied Sciences and Engineering","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false},"ca_institutions":"University of Guelph; University of Waterloo","funders":"Division of Mathematical Sciences; Natural Sciences and Engineering Research Council of Canada; Fields Institute for Research in Mathematical Sciences","keywords":"Quorum sensing; Quorum Quenching; Biofilm; Autoinducer; Chemistry; Antibiotics; Adjuvant; Quenching (fluorescence); Biomass (ecology); Microbiology; Bacteria; Biophysics; Biological system; Biochemistry; Biology; Physics; Ecology; Fluorescence","authors":[{"name":"Maryam Ghasemi","is_ca":true},{"name":"Viktoria Freingruber","is_ca":false},{"name":"Christina Kuttler","is_ca":false},{"name":"Hermann J. Eberl","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01366120905276096,"gpt":0.2372418992114607,"spread":0.2235806901586997,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003685706,0.0007442799,0.0006451532,0.0005393825,0.0005192148,0.001038574,0.001363568,0.002046485,0.002031166],"category_scores_gemma":[0.001132146,0.0004036782,0.0009030488,0.0004525291,0.001192747,0.001098097,0.0009420997,0.0009577172,0.000427213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001277076,"about_ca_system_score_gemma":0.001066596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006409889,"about_ca_topic_score_gemma":0.002458863,"domain_scores_codex":[0.9997751,0.00004763543,0.00001349087,0.00004974988,0.00007984184,0.00003417231],"domain_scores_gemma":[0.9995965,0.0001713365,0.0000944399,0.00002745701,0.00007223095,0.00003803524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003037368,0.00006693687,0.0006632457,0.0001217557,0.00001897104,0.0002952537,0.0001300868,0.8747576,0.0208888,0.0999949,0.0004686651,0.002563444],"study_design_scores_gemma":[0.00001226692,0.00002985703,0.0001927203,0.000006157997,0.000005964234,0.00003556928,0.00001287158,0.9911266,0.0006155003,0.007278471,0.000673881,0.0000101601],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2287428,0.001810387,0.7268275,0.003066476,0.00025004,0.0001464228,0.0006238648,0.0002804646,0.03825204],"genre_scores_gemma":[0.9200199,0.001200184,0.05221892,0.0004023646,0.00009535149,0.000457734,0.0002869453,0.0000807065,0.02523795],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006409889,"threshold_uncertainty_score":0.01274514,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3213443151","doi":"10.5206/mase/13886","title":"Modeling SARS-CoV-2 spread with dynamic isolation","year":2021,"lang":"en","type":"article","venue":"Mathematics in Applied Sciences and Engineering","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Psychological intervention; Pandemic; Isolation (microbiology); Public health interventions; Population; Epidemic model; Demography; Public health; Epidemiology; Coronavirus disease 2019 (COVID-19); Medicine; Transmission (telecommunications); Environmental health; Baseline (sea); Disease; Geography; Infectious disease (medical specialty); Computer science; Biology; Internal medicine; Telecommunications","authors":[{"name":"Md. Azmir Ibne Islam","is_ca":false},{"name":"Sharmin Sultana Shanta","is_ca":false},{"name":"Ashrafur Rahman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1498120974464316,"gpt":0.3634087653126566,"spread":0.213596667866225,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005614071,0.0008291047,0.0007246773,0.0005828997,0.0005300966,0.001103537,0.001221162,0.001736464,0.003433869],"category_scores_gemma":[0.00221603,0.0005020631,0.001180732,0.0003660649,0.0007052214,0.0009498902,0.001196597,0.001000609,0.0002554135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001562787,"about_ca_system_score_gemma":0.001646953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0412494,"about_ca_topic_score_gemma":0.01734834,"domain_scores_codex":[0.9997059,0.00009786732,0.00001219621,0.00006201497,0.00003350492,0.00008854562],"domain_scores_gemma":[0.9988574,0.000659821,0.0002376492,0.00002753432,0.0001210218,0.00009661361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002790607,0.00002662653,0.00193899,0.00001385504,0.00001727139,0.00007392414,0.00002694363,0.9950354,0.0001933827,0.001820707,0.0002167288,0.0006083329],"study_design_scores_gemma":[0.00001052926,0.00002170341,0.0002962936,0.00000314101,0.000008381907,0.00001124391,0.00002250632,0.9986896,0.00003203112,0.0007370067,0.0001633452,0.00000425643],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8814264,0.0007012497,0.09331292,0.002516719,0.0001632268,0.0001647671,0.001545696,0.0002506365,0.01991849],"genre_scores_gemma":[0.987715,0.0002148834,0.005970916,0.0001141516,0.00003103777,0.00008684507,0.0003315284,0.00002501119,0.005510715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0412494,"threshold_uncertainty_score":0.08201861,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285019995","doi":"10.5206/mase/14663","title":"Global Analysis of a generalized viral infection temporal model with cell-to-cell transmission and absorption effect under therapy","year":2022,"lang":"en","type":"article","venue":"Mathematics in Applied Sciences and Engineering","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Uniqueness; Basic reproduction number; Absorption (acoustics); Transmission (telecommunications); Stability (learning theory); Lyapunov function; Dynamics (music); Applied mathematics; Physics; Statistical physics; Stability theory; Mathematics; Biological system; Mechanics; Mathematical analysis; Computer science; Biology; Quantum mechanics; Optics","authors":[{"name":"Alexis Nangue","is_ca":false},{"name":"Paulin Tiomo Lemofouet","is_ca":false},{"name":"Simon Ndouvatama","is_ca":false},{"name":"Emmanuel Kengne","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01651184617076969,"gpt":0.263446596489493,"spread":0.2469347503187233,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000596154,0.001165896,0.0009740471,0.0007246959,0.0005659655,0.001269354,0.001196869,0.001602846,0.002164101],"category_scores_gemma":[0.001344278,0.0003545935,0.001135344,0.0004442392,0.001187586,0.001008125,0.001327838,0.0008219926,0.0001867608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001232296,"about_ca_system_score_gemma":0.0009389387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00908287,"about_ca_topic_score_gemma":0.003726675,"domain_scores_codex":[0.9997568,0.0000823732,0.000009033524,0.00005759808,0.00003543814,0.00005880932],"domain_scores_gemma":[0.9994306,0.0002224766,0.0001576243,0.00001620471,0.00009921371,0.00007382801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005978854,0.00003350905,0.001317241,0.00007365171,0.00005460026,0.0004450395,0.000150888,0.9425438,0.00473703,0.0478524,0.0005271973,0.002204731],"study_design_scores_gemma":[0.00000548951,0.00002398955,0.0001440848,0.000002821786,0.00001243128,0.00003000407,0.00001791647,0.9960942,0.0001073417,0.003379524,0.0001768068,0.000005458912],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3287777,0.001602809,0.6485937,0.00170354,0.0001461713,0.0001154677,0.0003256307,0.0002379095,0.01849705],"genre_scores_gemma":[0.9787928,0.0005021573,0.007604979,0.0001087805,0.00004422852,0.0001174233,0.000108006,0.00004017075,0.01268135],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00908287,"threshold_uncertainty_score":0.01806003,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312182670","doi":"10.5206/mase/15447","title":"Fisher information approach to understand the Gompertz model","year":2022,"lang":"en","type":"article","venue":"Mathematics in Applied Sciences and Engineering","topic":"Advanced Thermodynamics and Statistical Mechanics","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Gompertz function; Probability density function; Statistical physics; Mathematics; Fisher information; Econometrics; Function (biology); Logistic function; Sustainability; Statistics; Physics; Biology; Ecology","authors":[{"name":"Avan Al-Saffar","is_ca":false},{"name":"Eun‐jin Kim","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01434864330945403,"gpt":0.209747877197141,"spread":0.1953992338876869,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000539061,0.000662813,0.000732033,0.001286789,0.0005272171,0.0009542366,0.001137697,0.001383863,0.003287664],"category_scores_gemma":[0.001699678,0.0002064624,0.0007515946,0.0007349058,0.001153078,0.002316776,0.0008922236,0.001439401,0.000580452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001292483,"about_ca_system_score_gemma":0.0008125946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005455051,"about_ca_topic_score_gemma":0.00237112,"domain_scores_codex":[0.9997728,0.00005909047,0.000009237513,0.00003591957,0.00008512988,0.00003775937],"domain_scores_gemma":[0.9996679,0.0001518206,0.00005647293,0.00003878604,0.00005548156,0.00002944098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000009918785,0.00001318069,0.0002752727,0.00003490234,0.00001477957,0.00009538225,0.00007556043,0.07715728,0.001325543,0.9161441,0.001169336,0.00368478],"study_design_scores_gemma":[0.000004345321,0.00001317315,0.0002130774,0.00001506336,0.000007954499,0.00005619658,0.0000226405,0.4474611,0.0002822924,0.549878,0.002029363,0.0000168069],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06675895,0.003796357,0.8376489,0.004849608,0.0003420347,0.00009122877,0.0007042337,0.0003705836,0.08543806],"genre_scores_gemma":[0.9099362,0.002621006,0.06050206,0.0007303844,0.0002983696,0.0001904735,0.0002403742,0.0001089177,0.02537227],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005455051,"threshold_uncertainty_score":0.01099837,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3022358134","doi":"10.5206/mase/8196","title":"A prey-predator system with herd behaviour of prey in a rapidly fluctuating environment","year":2019,"lang":"en","type":"article","venue":"Mathematics in Applied Sciences and Engineering","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Predation; Functional response; Predator; Mathematics; Population; Applied mathematics; Statistical physics; Herd; Density dependence; Ecology; Differential equation; Perturbation (astronomy); Herd behavior; Statistics; Control theory (sociology); Mathematical analysis; Biology; Physics; Economics; Herding; Geography; Demography","authors":[{"name":"G. P. Samanta","is_ca":false},{"name":"Ashok Mondal","is_ca":false},{"name":"Debgopal Sahoo","is_ca":false},{"name":"P. Dolai","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01347437275998772,"gpt":0.2270233957637437,"spread":0.2135490230037559,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005300875,0.0005621886,0.001620767,0.000734902,0.001216849,0.001399806,0.001926415,0.002372888,0.001837521],"category_scores_gemma":[0.001195219,0.0004098199,0.000869251,0.00084578,0.001353559,0.001274992,0.001411466,0.001202572,0.0002078799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007722291,"about_ca_system_score_gemma":0.0008648237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005785025,"about_ca_topic_score_gemma":0.003789497,"domain_scores_codex":[0.9996067,0.0001156037,0.00002487814,0.0001053996,0.00008825745,0.00005911705],"domain_scores_gemma":[0.9994962,0.0001990237,0.0001030051,0.00002493829,0.00008932363,0.00008737118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001912305,0.0001532763,0.009455942,0.0005279042,0.0003894772,0.007573535,0.0007198598,0.6630013,0.01754848,0.2880045,0.003379768,0.009054714],"study_design_scores_gemma":[0.00003536928,0.00007510132,0.001059899,0.00001253692,0.00004950487,0.0005107747,0.00007091624,0.969081,0.0002351318,0.02787767,0.0009536778,0.00003827725],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4265642,0.003045431,0.5412949,0.003137639,0.0006148306,0.0001608057,0.0007971431,0.0004132394,0.02397178],"genre_scores_gemma":[0.9708982,0.0009185438,0.01783103,0.0001964083,0.0002236549,0.0001287458,0.0001733658,0.00002640543,0.009603618],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005785025,"threshold_uncertainty_score":0.01150268,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3113198965","doi":"10.5206/mase/10847","title":"Controlling rabies epidemics in Nepal with limited resources: optimal control theory approach","year":2020,"lang":"en","type":"article","venue":"Mathematics in Applied Sciences and Engineering","topic":"Rabies epidemiology and control","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Division of Mathematical Sciences; San Diego State University; National Science Foundation","keywords":"Culling; Rabies; Jackal; Vaccination; Outbreak; Limited resources; Veterinary medicine; Geography; Environmental health; Socioeconomics; Medicine; Virology; Biology; Risk analysis (engineering); Ecology; Economics; Herd","authors":[{"name":"Buddhi Pantha","is_ca":false},{"name":"Hem Raj Joshi","is_ca":false},{"name":"Naveen K. Vaidya","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01763783460699866,"gpt":0.204137720668845,"spread":0.1864998860618463,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005809488,0.0006771591,0.001006492,0.0005100709,0.0003870415,0.00146072,0.0008953229,0.00110768,0.001859704],"category_scores_gemma":[0.001633618,0.0004074012,0.0006507927,0.0002966091,0.000821297,0.0009085312,0.0009507961,0.000859531,0.0001139019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001088651,"about_ca_system_score_gemma":0.001619018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01274141,"about_ca_topic_score_gemma":0.006314729,"domain_scores_codex":[0.9997295,0.0001185245,0.00000941734,0.00005171463,0.00003864709,0.00005223757],"domain_scores_gemma":[0.9995316,0.0002853211,0.00007807778,0.00001400937,0.00007175638,0.00001928113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001731647,0.00002976025,0.0006379143,0.00006220696,0.00003812177,0.0001169504,0.0000387934,0.9760897,0.0006332897,0.0191486,0.0002616202,0.002925609],"study_design_scores_gemma":[0.000008250699,0.00002337064,0.0001592939,0.00000977071,0.00001238715,0.00001004378,0.00002725431,0.9916665,0.0000794649,0.007754738,0.0002437612,0.000005163106],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1426313,0.00171836,0.8303306,0.002048219,0.0001166316,0.0001098451,0.0002049167,0.0001081182,0.02273206],"genre_scores_gemma":[0.9770194,0.001078213,0.01728276,0.0001584785,0.00004671134,0.0001514126,0.00005412331,0.00001312417,0.004195837],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01274141,"threshold_uncertainty_score":0.02533448,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3116740881","doi":"10.5206/mase/10874","title":"High order mimetic difference simulation of unsaturated flow using Richards equation","year":2020,"lang":"en","type":"article","venue":"Mathematics in Applied Sciences and Engineering","topic":"Numerical methods for differential equations","field":"Mathematics","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Vadose zone; Richards equation; Discretization; Nonlinear system; Infiltration (HVAC); Aquifer; Flow (mathematics); Applied mathematics; Mathematics; Water flow; Porous medium; Water table; Partial differential equation; Geotechnical engineering; Mathematical analysis; Geology; Groundwater; Porosity; Water content; Geometry; Thermodynamics; Physics","authors":[{"name":"Angel Boada Velazco","is_ca":false},{"name":"Johnny Corbino","is_ca":false},{"name":"José E. Castillo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1287623120606938,"gpt":0.3312917756190806,"spread":0.2025294635583868,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002766768,0.0003750742,0.0005461731,0.0003816339,0.00050697,0.0006316391,0.0008699267,0.00115072,0.002162339],"category_scores_gemma":[0.0008776402,0.0002124084,0.0005881874,0.0004418776,0.0005254133,0.000395924,0.0007781375,0.0005375399,0.0001894016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005247689,"about_ca_system_score_gemma":0.0009040405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0102821,"about_ca_topic_score_gemma":0.004316372,"domain_scores_codex":[0.9998564,0.00003418689,0.00001000937,0.00002155566,0.00004933676,0.00002853272],"domain_scores_gemma":[0.9996623,0.0001765157,0.00004755026,0.00001877722,0.00006532184,0.0000295865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003705724,0.00003759804,0.001173725,0.0000450795,0.000009244752,0.0001296417,0.00007245001,0.9858353,0.004072106,0.005449041,0.0002739029,0.002864848],"study_design_scores_gemma":[0.000005190663,0.000007987824,0.00007956102,0.000002661629,0.000001314024,0.000009882789,0.000007896811,0.9988521,0.0003962796,0.0003656151,0.0002681952,0.00000320417],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.4840032,0.0007686584,0.470982,0.0009306428,0.0002452877,0.000183514,0.0008295417,0.001120596,0.04093675],"genre_scores_gemma":[0.9438767,0.0002835814,0.04917691,0.00009402065,0.00002465976,0.0001451632,0.0003049882,0.00005742814,0.006036632],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0102821,"threshold_uncertainty_score":0.02044451,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4311547928","doi":"10.5206/mase/14985","title":"A study on the mild solution of special random impulsive fractional differential equations","year":2022,"lang":"en","type":"article","venue":"Mathematics in Applied Sciences and Engineering","topic":"Nonlinear Differential Equations Analysis","field":"Mathematics","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Mathematics; Fixed-point theorem; Applied mathematics; Differential equation; Exponential function; Stability (learning theory); Fractional calculus; Mathematical analysis; Exponential stability; Point (geometry); Computer science; Physics; Nonlinear system","authors":[{"name":"Sayooj Aby Jose","is_ca":false},{"name":"C. S. Varun Bose","is_ca":false},{"name":"Bijesh P. Biju","is_ca":false},{"name":"Abin Thomas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05963805926860085,"gpt":0.2981156298966189,"spread":0.2384775706280181,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009950271,0.0005920641,0.0008810028,0.0006358912,0.0007318273,0.000965777,0.000653006,0.001009578,0.001478731],"category_scores_gemma":[0.001771757,0.0001788347,0.001042673,0.0003716637,0.00134243,0.00142726,0.001091126,0.0008921951,0.00008408981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005788187,"about_ca_system_score_gemma":0.0007305319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001528837,"about_ca_topic_score_gemma":0.0006963209,"domain_scores_codex":[0.9996251,0.0001067923,0.00002386863,0.00007318324,0.0001015239,0.00006957349],"domain_scores_gemma":[0.9995286,0.0001373249,0.0001098903,0.00002744342,0.0001197364,0.00007697094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009886848,0.000063278,0.001880363,0.0003736995,0.0001217051,0.001321716,0.0004981785,0.07685257,0.02708475,0.879858,0.001143373,0.0107036],"study_design_scores_gemma":[0.00005179832,0.0002242994,0.001382837,0.00006078983,0.00007700826,0.0007526517,0.0003203762,0.7128639,0.005638171,0.2731226,0.005438818,0.00006674483],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2804755,0.004360952,0.6912926,0.002204718,0.0004698003,0.00008112298,0.00007456079,0.00009893764,0.02094187],"genre_scores_gemma":[0.9712261,0.001796879,0.01929924,0.0001930493,0.0003160755,0.00004796925,0.00003614075,0.0000145895,0.007069984],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001528837,"threshold_uncertainty_score":0.005262256,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405426760","doi":"10.5206/mase/20987","title":"Dual phase lag two temperature fractional thermoelasticity in the context of Green Naghdi type II","year":2024,"lang":"en","type":"article","venue":"Mathematics in Applied Sciences and Engineering","topic":"Fractional Differential Equations Solutions","field":"Mathematics","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Lag; Context (archaeology); Phase lag; Type (biology); Fractional calculus; Dual (grammatical number); Mathematics; Phase (matter); Mathematical analysis; Physics; Materials science; Computer science; Philosophy; Geology; Quantum mechanics","authors":[{"name":"Sagar Ningonda Sankeshwari","is_ca":false},{"name":"V. S. Kulkarni","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04949769748989243,"gpt":0.3287542601960404,"spread":0.279256562706148,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000456441,0.000545148,0.0005271509,0.001018077,0.0005731223,0.001291188,0.0005066062,0.0007803753,0.001499596],"category_scores_gemma":[0.001025319,0.0002422495,0.0005770799,0.0004678016,0.002444004,0.001354171,0.0009418422,0.00106049,0.0001600524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009117658,"about_ca_system_score_gemma":0.0007822892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001109039,"about_ca_topic_score_gemma":0.000603754,"domain_scores_codex":[0.9998185,0.0000482412,0.000006648317,0.00002823971,0.00005361097,0.00004476183],"domain_scores_gemma":[0.9997649,0.00006493308,0.00006241599,0.00003220692,0.00003306279,0.0000425995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003020611,0.00002120273,0.0003053446,0.00004727661,0.000007920147,0.0002369997,0.0001166425,0.02591259,0.006031874,0.9638509,0.0002659498,0.003172986],"study_design_scores_gemma":[0.00002458746,0.0000769146,0.0005409719,0.00002681578,0.00001163998,0.0004220338,0.00009217877,0.4354257,0.002926357,0.5556164,0.00479639,0.00003996591],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3289501,0.003282859,0.613914,0.001388998,0.0006776908,0.00008445439,0.0001275154,0.0001427602,0.05143159],"genre_scores_gemma":[0.9445611,0.001092029,0.03826681,0.0001600134,0.0001550122,0.00005348457,0.00004069396,0.00005373022,0.01561713],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001499596,"threshold_uncertainty_score":0.0066154,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4362589678","doi":"10.5206/mase/15231","title":"Diffusion-driven instability and pattern formation in a prey-predator model with fear and Allee effect","year":2023,"lang":"en","type":"article","venue":"Mathematics in Applied Sciences and Engineering","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Allee effect; Hopf bifurcation; Predation; Instability; Competition (biology); Statistical physics; Competition model; Bifurcation; Diffusion; Mathematics; Predator; Ecology; Biological system; Applied mathematics; Physics; Biology; Nonlinear system; Mechanics; Economics; Population; Microeconomics","authors":[{"name":"Debjit Pal","is_ca":false},{"name":"Dipak Kesh","is_ca":false},{"name":"Debasis Mukherjee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01942490766667306,"gpt":0.2549190114845096,"spread":0.2354941038178366,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003516328,0.0005388075,0.0007561363,0.0004306421,0.0005050484,0.0009331888,0.0009216131,0.001367252,0.00104881],"category_scores_gemma":[0.001023427,0.0003006373,0.0008092634,0.0002096147,0.0008610471,0.000965009,0.0008664726,0.0005781166,0.0001364953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006656119,"about_ca_system_score_gemma":0.0005667439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005847981,"about_ca_topic_score_gemma":0.002757994,"domain_scores_codex":[0.9998442,0.00005236228,0.000009655668,0.00003185014,0.00002718893,0.00003478366],"domain_scores_gemma":[0.9996142,0.0001445329,0.0001198359,0.00001674935,0.00004036026,0.00006419396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002402507,0.0001487913,0.008199808,0.0001613193,0.0002067461,0.001761538,0.0004822107,0.8495128,0.01958337,0.1133557,0.0009567842,0.005390688],"study_design_scores_gemma":[0.00003141765,0.00006043944,0.0009092707,0.000006236475,0.00002864044,0.0001536999,0.00004721532,0.9871106,0.0002899407,0.01110241,0.0002426728,0.00001736814],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8209944,0.001031666,0.1592484,0.001536319,0.0001036723,0.00005098918,0.000140045,0.0001198889,0.01677468],"genre_scores_gemma":[0.9936241,0.0001797408,0.002453408,0.00003817068,0.00001803955,0.00002158149,0.00001829454,0.000007047142,0.003639711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005847981,"threshold_uncertainty_score":0.01162791,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388501062","doi":"10.5206/mase/16743","title":"Assessing the impact of host predation with Holling II response on the transmission of Chagas disease","year":2023,"lang":"en","type":"article","venue":"Mathematics in Applied Sciences and Engineering","topic":"Trypanosoma species research and implications","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"National Natural Science Foundation of China; National Science Foundation","keywords":"Functional response; Chagas disease; Population; Biology; Predation; Transmission (telecommunications); Trypanosoma cruzi; Basic reproduction number; Vector (molecular biology); Extinction (optical mineralogy); Allee effect; Disease; Bistability; Zoology; Ecology; Immunology; Parasite hosting; Physics; Computer science; Medicine; Genetics; Predator; Environmental health","authors":[{"name":"Jiahao Jiang","is_ca":false},{"name":"Daozhou Gao","is_ca":false},{"name":"Jiao Jiang","is_ca":false},{"name":"Xiaotian Wu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05260012729860754,"gpt":0.35051247082876,"spread":0.2979123435301525,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006759391,0.0004369184,0.000372605,0.0002289874,0.0001632452,0.0004982639,0.0004106441,0.0006157465,0.0007999658],"category_scores_gemma":[0.003308162,0.0001474176,0.000406884,0.0001214792,0.0002270576,0.0005577897,0.0004009368,0.0003823118,0.00008175334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000472308,"about_ca_system_score_gemma":0.0003741095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004053473,"about_ca_topic_score_gemma":0.002233479,"domain_scores_codex":[0.999716,0.0001157104,0.00001264918,0.00004568537,0.00004130361,0.00006865195],"domain_scores_gemma":[0.9983693,0.001027069,0.0002443595,0.00007164163,0.0001130881,0.00017464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002089923,0.0009604191,0.4269167,0.000424664,0.0006230211,0.001305049,0.0002360915,0.4503226,0.08938291,0.004071049,0.000723169,0.02294439],"study_design_scores_gemma":[0.00004413484,0.00194261,0.1521134,0.00001674945,0.0002425653,0.0002370037,0.000255107,0.8352487,0.007940357,0.00158404,0.0003243898,0.00005108373],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979634,0.00009179187,0.001398165,0.0000414514,0.000006204592,0.000005746536,0.00003711649,0.000008918778,0.0004471388],"genre_scores_gemma":[0.999524,0.00003546194,0.0002873556,0.00001256467,0.000001882469,0.000004358273,0.00003381892,0.000001338931,0.00009928177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004053473,"threshold_uncertainty_score":0.00805974,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401075668","doi":"10.5206/mase/18029","title":"Asymptotic spreading of predator-prey populations in a shifting environment","year":2024,"lang":"en","type":"article","venue":"Mathematics in Applied Sciences and Engineering","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"National Science Foundation","keywords":"Predator; Predation; Monotone polygon; Function (biology); Population; Mathematics; Applied mathematics; Biological system; Ecology; Biology; Geometry","authors":[{"name":"King‐Yeung Lam","is_ca":false},{"name":"Ray Lee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04694138110656428,"gpt":0.2913592361904237,"spread":0.2444178550838594,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001029821,0.0004522296,0.0004892419,0.001090016,0.0004596561,0.0007977894,0.0009697825,0.0009541929,0.001905395],"category_scores_gemma":[0.007041423,0.0003312028,0.0007534027,0.0003319143,0.001189853,0.001305644,0.001075659,0.0007414659,0.0003324667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007827761,"about_ca_system_score_gemma":0.0003410066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001577567,"about_ca_topic_score_gemma":0.0006851162,"domain_scores_codex":[0.9997717,0.0000821413,0.00001107894,0.00004660298,0.00004928456,0.00003914635],"domain_scores_gemma":[0.9979184,0.001096227,0.0004152116,0.0001417765,0.0002669613,0.0001614642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002551985,0.0001199303,0.01252964,0.0002537935,0.0001701533,0.001651511,0.0008415947,0.5679021,0.04839008,0.3467436,0.001329482,0.019813],"study_design_scores_gemma":[0.00001677361,0.00004505205,0.001752165,0.00001673741,0.00002317332,0.0002999707,0.00009543515,0.9472229,0.001295843,0.04886402,0.0003459864,0.00002197721],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8050478,0.0008155107,0.1800776,0.0006279869,0.00004840442,0.00003683443,0.00004713991,0.0001658524,0.01313304],"genre_scores_gemma":[0.9890322,0.0002820832,0.00777318,0.00005553551,0.00002608536,0.00003445212,0.00003352839,0.00002316814,0.002739853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001905395,"threshold_uncertainty_score":0.006374121,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4393234555","doi":"10.5206/mase/16981","title":"Time-delayed models for the effects of toxicants on populations in contaminated aquatic ecosystems","year":2024,"lang":"en","type":"article","venue":"Mathematics in Applied Sciences and Engineering","topic":"Statistical and Computational Modeling","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Ecosystem; Aquatic ecosystem; Contamination; Environmental science; Ecology; Biology; Environmental chemistry; Chemistry","authors":[{"name":"Yuxing Liu","is_ca":false},{"name":"Qihua Huang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0309709588003096,"gpt":0.2641929314837211,"spread":0.2332219726834115,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004183707,0.001030048,0.0007865896,0.0007992397,0.000517976,0.0009973253,0.002203141,0.00192736,0.003904237],"category_scores_gemma":[0.001509377,0.0003276608,0.001127674,0.0006100278,0.0008647635,0.001373782,0.001151719,0.00112552,0.0004241685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001254279,"about_ca_system_score_gemma":0.0007428203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006879831,"about_ca_topic_score_gemma":0.005512755,"domain_scores_codex":[0.9997653,0.00006760176,0.00001442068,0.00005622885,0.00004766855,0.00004874646],"domain_scores_gemma":[0.9993809,0.0002582588,0.0001752685,0.00003067436,0.00008421844,0.00007057097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005886009,0.00005924564,0.00171714,0.0001035509,0.00006023978,0.000444974,0.0002059362,0.903055,0.008359896,0.08244516,0.0006212885,0.002868611],"study_design_scores_gemma":[0.00002250146,0.00003986142,0.0003039961,0.000006988273,0.00002627641,0.00005276089,0.00003562342,0.9855276,0.0003690471,0.01271235,0.0008888931,0.00001413258],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3608708,0.002225863,0.6053684,0.002485934,0.0003989738,0.0001750442,0.001085882,0.0003061802,0.02708286],"genre_scores_gemma":[0.9576113,0.001493249,0.01155317,0.0002468714,0.00009385646,0.0003140733,0.0002267523,0.000042257,0.02841849],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006879831,"threshold_uncertainty_score":0.01367956,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4284967658","doi":"10.5206/mase/14626","title":"Macroscopic Analysis Of The Viscous-Diffusive Traffic Flow Model","year":2022,"lang":"en","type":"article","venue":"Mathematics in Applied Sciences and Engineering","topic":"Traffic control and management","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Statistical physics; Microscopic traffic flow model; Convection–diffusion equation; Perturbation (astronomy); Traffic flow (computer networking); Acceleration; Mechanics; Physics; Convection; Flow (mathematics); Classical mechanics; Mathematics; Computer science; Traffic generation model","authors":[{"name":"Gabriel Obed Fosu","is_ca":false},{"name":"Albert Adu-Sackey","is_ca":false},{"name":"Joseph Ackora-Prah","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00858721596675926,"gpt":0.1967547241308762,"spread":0.188167508164117,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002062088,0.0003428617,0.0003774646,0.0004624473,0.0003528208,0.0008630711,0.0006215152,0.0004380999,0.001824231],"category_scores_gemma":[0.0005436147,0.0001828466,0.0004597222,0.0002690992,0.0005976941,0.0008296544,0.0007372063,0.0004648146,0.0002104787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009920869,"about_ca_system_score_gemma":0.0007865334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007860625,"about_ca_topic_score_gemma":0.002833117,"domain_scores_codex":[0.9998602,0.00002590986,0.000005766129,0.00002824754,0.0000501135,0.00002982872],"domain_scores_gemma":[0.9998384,0.00003449356,0.00003810432,0.00001750718,0.00004768694,0.00002375517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002245437,0.00003808991,0.0009744346,0.00004282853,0.00001738022,0.0001616821,0.0000789519,0.7888915,0.006499211,0.1971601,0.001062908,0.005050424],"study_design_scores_gemma":[0.000001557145,0.000005821121,0.0002839998,0.000002084565,0.000003704843,0.00001642163,0.000007697851,0.9927228,0.0001745742,0.006277621,0.0004988051,0.000004973331],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1877891,0.001258912,0.7523113,0.0008687174,0.0001648678,0.00009539471,0.000517663,0.000370815,0.0566233],"genre_scores_gemma":[0.9817472,0.0004708338,0.008623227,0.0000570749,0.00006722418,0.00005401501,0.0001534899,0.00003130672,0.008795599],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007860625,"threshold_uncertainty_score":0.01562977,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4205591206","doi":"10.5206/mase/13511","title":"On approximating initial data in some linear evolutionary equations involving fraction Laplacian","year":2022,"lang":"en","type":"article","venue":"Mathematics in Applied Sciences and Engineering","topic":"Mathematical Biology Tumor Growth","field":"Mathematics","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Mathematics; Sequence (biology); Geodetic datum; Space (punctuation); Laplace operator; Dirichlet distribution; Boundary (topology); Dirichlet boundary condition; Applied mathematics; Linear equation; Pure mathematics; Boundary value problem; Mathematical analysis; Computer science","authors":[{"name":"Ramesh Karki","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08706601835587414,"gpt":0.3213325037033855,"spread":0.2342664853475113,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003603567,0.0009630059,0.001084927,0.001406433,0.0008582044,0.001638008,0.001612097,0.003082651,0.001130656],"category_scores_gemma":[0.01719132,0.0006093987,0.001025439,0.0007036927,0.003444033,0.002239629,0.002430325,0.00247592,0.0001344301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001785532,"about_ca_system_score_gemma":0.001085847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009267847,"about_ca_topic_score_gemma":0.004558149,"domain_scores_codex":[0.9994955,0.0002083385,0.0000263667,0.00009050102,0.0001110486,0.00006824051],"domain_scores_gemma":[0.99565,0.003121014,0.0004692161,0.0001599368,0.0003571508,0.0002427374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001572092,0.00008007408,0.003697883,0.0002460115,0.00005237422,0.0004815248,0.0005740155,0.7678285,0.00511068,0.2112136,0.0005992912,0.009958792],"study_design_scores_gemma":[0.00000712385,0.00002547322,0.0001710347,0.00002013139,0.000004742874,0.00002759318,0.00004552593,0.9839991,0.0006454854,0.01476181,0.0002798043,0.00001228648],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1888893,0.0008056044,0.8025763,0.00190215,0.0001239436,0.00007975396,0.0001235056,0.0001369585,0.0053624],"genre_scores_gemma":[0.8400719,0.0009143855,0.1471357,0.0003411352,0.0001178738,0.0001950221,0.0003372602,0.0001314358,0.01075521],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009267847,"threshold_uncertainty_score":0.01905769,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3129139980","doi":"10.5206/mase/13393","title":"Traveling waves in cooperative predation: relaxation of sublinearity","year":2021,"lang":"en","type":"article","venue":"Mathematics in Applied Sciences and Engineering","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Traveling wave; Lyapunov function; Relaxation (psychology); Predation; Function (biology); Mathematics; Construct (python library); Trajectory; Diffusion; Mathematical analysis; Mathematical economics; Applied mathematics; Mathematical optimization; Control theory (sociology); Computer science; Physics; Ecology; Artificial intelligence; Quantum mechanics","authors":[{"name":"Srijana Ghimire","is_ca":false},{"name":"Xiangsheng Wang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03576639304277332,"gpt":0.2836958728309347,"spread":0.2479294797881614,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008411826,0.0003708945,0.0005019359,0.0004803645,0.0006092692,0.00102606,0.0007421209,0.0007402594,0.00157113],"category_scores_gemma":[0.002458129,0.0002384319,0.0008287794,0.000242291,0.001461974,0.002158909,0.001301689,0.001155879,0.0001438184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006333877,"about_ca_system_score_gemma":0.0006634911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001252819,"about_ca_topic_score_gemma":0.0005461955,"domain_scores_codex":[0.9997376,0.00008546364,0.0000178322,0.00004272553,0.00005559062,0.00006086894],"domain_scores_gemma":[0.9991298,0.0003959904,0.0001979658,0.00006357453,0.0001176795,0.00009498196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007837599,0.00005282369,0.00331074,0.0001615645,0.00003642157,0.0009644132,0.001089124,0.06837677,0.02665398,0.8896645,0.0006776434,0.008933739],"study_design_scores_gemma":[0.00003501341,0.0001612003,0.001360548,0.00003395681,0.00002605964,0.0004899381,0.0005883106,0.5596259,0.003637241,0.432205,0.001805019,0.00003176657],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5783558,0.0006405244,0.4029674,0.001862262,0.00009328737,0.00004692878,0.00005644578,0.0001057851,0.01587151],"genre_scores_gemma":[0.9830325,0.0002732026,0.01260218,0.0001715428,0.00003744138,0.00004660059,0.00002534091,0.00002035406,0.003790663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00157113,"threshold_uncertainty_score":0.005255938,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412931123","doi":"10.5206/mase/22843","title":"Mathematical models for therapeutic approaches involving electric conductors or shielding","year":2025,"lang":"en","type":"article","venue":"Mathematics in Applied Sciences and Engineering","topic":"Neuroscience and Neural Engineering","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Electromagnetic shielding; Electrical conductor; Computer science; Electrical engineering; Engineering","authors":[{"name":"Tatyana Barron","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1677140120384416,"gpt":0.2918625990564946,"spread":0.124148587018053,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008109076,0.001030363,0.0007059564,0.0005710187,0.0004496194,0.0009306011,0.001322968,0.00179906,0.004001831],"category_scores_gemma":[0.002081446,0.0003867699,0.001091753,0.0003144994,0.00132781,0.001638063,0.00101824,0.001969799,0.0009905481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001267405,"about_ca_system_score_gemma":0.000572926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006389426,"about_ca_topic_score_gemma":0.000544075,"domain_scores_codex":[0.9997111,0.00009534306,0.00001498573,0.00004495504,0.00009741268,0.0000362377],"domain_scores_gemma":[0.9993727,0.0003060913,0.0001491775,0.00004772905,0.00007468311,0.00004973801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000346049,0.000048376,0.0001586205,0.0001805046,0.00002618949,0.0002387099,0.000181165,0.3604982,0.01006519,0.6185947,0.002047975,0.007925769],"study_design_scores_gemma":[0.00002785075,0.0001076164,0.000110179,0.00005886369,0.00003126108,0.0003006132,0.00004601778,0.7050023,0.001669617,0.28034,0.01227576,0.00002988528],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.008141943,0.001734868,0.9718603,0.001867071,0.0001668143,0.00005989489,0.00008826721,0.00009469481,0.01598615],"genre_scores_gemma":[0.7043647,0.00747417,0.2247839,0.002303569,0.0006172897,0.001242667,0.0002811288,0.0003016575,0.05863092],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004001831,"threshold_uncertainty_score":0.01338744,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3112355156","doi":"10.5206/mase/10774","title":"Examining HIV progression mechanisms via mathematical approaches","year":2020,"lang":"en","type":"article","venue":"Mathematics in Applied Sciences and Engineering","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false},"ca_institutions":"York University","funders":"York University; Natural Sciences and Engineering Research Council of Canada; Texas Tech University","keywords":"Basic reproduction number; Immune system; Biology; Syncytium; Human immunodeficiency virus (HIV); Mechanism (biology); Viral replication; Bifurcation; Immunology; Virus; Virology; Applied mathematics; Mathematics; Medicine; Physics; Population","authors":[{"name":"Wenjing Zhang","is_ca":false},{"name":"Ramnath Bhagavath","is_ca":true},{"name":"Neal Madras","is_ca":true},{"name":"Jane M. Heffernan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1002983784806025,"gpt":0.2739002071386129,"spread":0.1736018286580104,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001337278,0.0008251109,0.0005883065,0.001861634,0.000572033,0.001120412,0.000818153,0.001209455,0.003087719],"category_scores_gemma":[0.003925116,0.0003694866,0.001436647,0.0006146781,0.0008662637,0.001418001,0.001433106,0.001129134,0.0002403106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001357968,"about_ca_system_score_gemma":0.0008732728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003567509,"about_ca_topic_score_gemma":0.002259856,"domain_scores_codex":[0.999697,0.0001555686,0.00001151832,0.00003846221,0.00005880766,0.00003868403],"domain_scores_gemma":[0.9982797,0.001254302,0.0002653289,0.0000540799,0.0001120723,0.00003444862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001642666,0.0000580374,0.001175727,0.0001268471,0.0000603957,0.0001550221,0.0001246798,0.8029821,0.003125187,0.1835224,0.0004089032,0.008244253],"study_design_scores_gemma":[0.000003700556,0.00001223979,0.0001947538,0.00001646447,0.00001263776,0.00002919453,0.00002898096,0.9619734,0.0002538482,0.03676571,0.0007016932,0.00000734242],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.117632,0.003163052,0.8467973,0.002152313,0.0001206394,0.0001708464,0.000183546,0.0001455341,0.02963466],"genre_scores_gemma":[0.8653687,0.004182668,0.1179672,0.0003658907,0.0001990284,0.0003657967,0.0001157297,0.00006220699,0.01137288],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003567509,"threshold_uncertainty_score":0.01032948,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3212052037","doi":"10.5206/mase/14112","title":"Prevailing winds and spruce budworm outbreaks: a reaction-diffusion-advection model","year":2021,"lang":"en","type":"article","venue":"Mathematics in Applied Sciences and Engineering","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland; University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Advection; Population; Diffusion; Boundary value problem; Environmental science; Statistical physics; Mathematics; Physics; Mathematical analysis","authors":[{"name":"Abby Anderson","is_ca":true},{"name":"O. A. Vasilyeva","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02381881744838222,"gpt":0.2659977157233939,"spread":0.2421788982750117,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007752834,0.0008900347,0.0008332569,0.0007338529,0.0004845363,0.001484805,0.002006383,0.002408126,0.002206744],"category_scores_gemma":[0.002623045,0.0005441243,0.001015752,0.000476022,0.001261129,0.00155022,0.001252407,0.001098668,0.000402462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008941508,"about_ca_system_score_gemma":0.0006385844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0103847,"about_ca_topic_score_gemma":0.004087189,"domain_scores_codex":[0.9997222,0.0001021455,0.00001759435,0.00005719902,0.00003435191,0.00006654607],"domain_scores_gemma":[0.9987479,0.0005991173,0.0003630356,0.00005222581,0.00009297596,0.0001447043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001623937,0.00008703291,0.004055126,0.00008005112,0.0000742015,0.0007542828,0.0001602201,0.9363362,0.005806019,0.04991612,0.0005143173,0.002054167],"study_design_scores_gemma":[0.00005125574,0.00003816075,0.0004334437,0.000007485779,0.00002598929,0.00007175941,0.00003461445,0.9933201,0.0002305172,0.005484645,0.0002842108,0.00001790386],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6810309,0.001524499,0.2946605,0.002839239,0.000199519,0.000197256,0.0005011212,0.0002853181,0.01876154],"genre_scores_gemma":[0.9858389,0.0005967841,0.005711093,0.0001046546,0.00004345991,0.0000837412,0.00008150396,0.00002466513,0.007515102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0103847,"threshold_uncertainty_score":0.02064854,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}