{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"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":"9f469643e2c6","filters":{"venue":"International Journal of Apllied Mathematics"}},"results":[{"id":"W3040431016","doi":"10.12732/ijam.v33i3.6","title":"ON QUARTER-SWEEP FINITE DIFFERENCE SCHEME FOR ONE-DIMENSIONAL POROUS MEDIUM EQUATIONS","year":2020,"lang":"en","type":"article","venue":"International Journal of Apllied Mathematics","topic":"Differential Equations and Numerical Methods","field":"Mathematics","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Universiti Malaysia Sabah","keywords":"Quarter (Canadian coin); Porous medium; Scheme (mathematics); Finite difference method; Finite difference scheme; Finite difference; Mathematics; Porosity; Mathematical analysis; Applied mathematics; Materials science; History; Composite material; Archaeology","authors":[{"name":"Jackel C. V. Lung","is_ca":false},{"name":"Jumat Sulaiman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1286570337959416,"gpt":0.3735884531537642,"spread":0.2449314193578226,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002891498,0.0002895313,0.000501218,0.0002691277,0.0003351951,0.0004365399,0.0005798457,0.0005293619,0.001402425],"category_scores_gemma":[0.0005656562,0.0001430405,0.0005161087,0.0003710367,0.0005274354,0.0005086033,0.0005523391,0.0006563697,0.0002912231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002999608,"about_ca_system_score_gemma":0.0005179864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003106668,"about_ca_topic_score_gemma":0.001693302,"domain_scores_codex":[0.9998556,0.00004209249,0.0000081453,0.00001585792,0.00006489588,0.00001347296],"domain_scores_gemma":[0.9998069,0.00007427212,0.00002492335,0.00002814045,0.00005160089,0.00001418322],"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":[0.000222694,0.0001456463,0.002724425,0.0004651844,0.00005757761,0.00038365,0.0003867151,0.7189211,0.07221882,0.08678433,0.001536271,0.1161536],"study_design_scores_gemma":[0.000008097754,0.00002528791,0.0001612928,0.000007875575,0.000003060466,0.00003750894,0.00000943476,0.9937142,0.002146632,0.001885205,0.001994037,0.00000738506],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.05368957,0.0006046138,0.9393034,0.0001563862,0.0001173966,0.00007219437,0.0001064575,0.0001896533,0.005760216],"genre_scores_gemma":[0.5829455,0.001512865,0.4042535,0.0001473046,0.00008183395,0.0002798277,0.0003720949,0.0001069736,0.01029996],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003106668,"threshold_uncertainty_score":0.006177127,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2963434887","doi":"10.12732/ijam.v30i6.4","title":"A NOVEL SUBCLASS OF UNIVALENT FUNCTIONS INVOLVING OPERATORS OF FRACTIONAL CALCULUS","year":2017,"lang":"en","type":"article","venue":"International Journal of Apllied Mathematics","topic":"Analytic and geometric function theory","field":"Mathematics","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Subclass; Fractional calculus; Calculus (dental); Mathematics; Univalent function; Pure mathematics; Algebra over a field; Mathematical analysis; Analytic function; Medicine","authors":[{"name":"P. N. Kamble","is_ca":false},{"name":"Mallikarjun G. Shrigan","is_ca":false},{"name":"H. M. Srivastava","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06376029319222146,"gpt":0.3412467072150089,"spread":0.2774864140227874,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008731268,0.0006471327,0.000781791,0.0016832,0.001733558,0.002984117,0.001027681,0.000904208,0.001926007],"category_scores_gemma":[0.004002057,0.0002588822,0.0006924971,0.0008830538,0.002244069,0.002991778,0.001684078,0.001495323,0.000251011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001129318,"about_ca_system_score_gemma":0.0006027765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009950892,"about_ca_topic_score_gemma":0.0003801956,"domain_scores_codex":[0.9992281,0.0001109999,0.00003984096,0.0001637402,0.0003516746,0.0001057592],"domain_scores_gemma":[0.9979625,0.000877573,0.0003124004,0.0001895194,0.0003841049,0.0002738863],"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":[0.00004145852,0.00002766248,0.001420951,0.00006552035,0.00001399984,0.0003176997,0.0002716212,0.003284088,0.00466361,0.9787703,0.0008254456,0.01029774],"study_design_scores_gemma":[0.00003886374,0.0001043917,0.00457219,0.00007060223,0.00005080828,0.003148651,0.0007814366,0.143432,0.008055858,0.8091176,0.03054353,0.00008408541],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4279406,0.003278671,0.5079583,0.001258942,0.0002890536,0.0001086531,0.000210599,0.0002572183,0.05869802],"genre_scores_gemma":[0.9578071,0.001071053,0.03425383,0.0002405425,0.0003911433,0.000063131,0.0001302768,0.00006793539,0.005974887],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002984117,"threshold_uncertainty_score":0.008193791,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415605817","doi":"10.12732/ijam.v38i8s.630","title":"OMNICHANNEL CONVERSATIONAL SEARCH: MAINTAINING CONTEXT AND CONSISTENCY ACROSS VOICE AND WEB INTERFACES","year":2025,"lang":"","type":"article","venue":"International Journal of Apllied Mathematics","topic":"Speech and dialogue systems","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Arbutus Biopharma (Canada)","funders":"","keywords":"Omnichannel; Cloud computing; Transaction log; Context (archaeology); Latency (audio); Churning; Session (web analytics); Consistency (knowledge bases); Context switch","authors":[{"name":"Rohan M Salvi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0338922236322616,"gpt":0.3124353668380898,"spread":0.2785431432058282,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00196412,0.0007480059,0.0007510319,0.0008361808,0.00126514,0.002551651,0.002109902,0.0008563542,0.002989534],"category_scores_gemma":[0.006242365,0.0004269484,0.0005404637,0.000654241,0.000858061,0.00465414,0.005021195,0.0009673187,0.001378284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005152271,"about_ca_system_score_gemma":0.00172487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004611145,"about_ca_topic_score_gemma":0.004838528,"domain_scores_codex":[0.9981937,0.0004580694,0.0001319674,0.000387802,0.0005572161,0.0002712114],"domain_scores_gemma":[0.9969569,0.001000726,0.0002178599,0.001041397,0.0004773974,0.0003057337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005456559,0.0009712745,0.01495426,0.001070686,0.000262788,0.001511229,0.008674598,0.01935814,0.21827,0.04800148,0.01742879,0.6640402],"study_design_scores_gemma":[0.0005286561,0.001822285,0.009818162,0.0002214762,0.0004673481,0.002349347,0.006439301,0.617294,0.1517489,0.09335274,0.1154123,0.0005455634],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2350703,0.001303655,0.7208857,0.0006686742,0.0001231979,0.0007328991,0.0008068929,0.02216273,0.01824598],"genre_scores_gemma":[0.7739333,0.0002846328,0.2152895,0.0003983169,0.00008866961,0.0003347481,0.0009174018,0.001040731,0.007712784],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004611145,"threshold_uncertainty_score":0.01038742,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2742237752","doi":"10.12732/ijam.v30i5.1","title":"{\\em A POSTERIORI} ERROR ESTIMATION FOR A DUAL MIXED FINITE ELEMENT METHOD FOR QUASI--NEWTONIAN FLOWS WHOSE VISCOSITY OBEYS A POWER LAW OR CARREAU LAW","year":2017,"lang":"en","type":"article","venue":"International Journal of Apllied Mathematics","topic":"Advanced Numerical Methods in Computational Mathematics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Moncton","funders":"","keywords":"Mathematics; Cauchy stress tensor; Non-Newtonian fluid; Power-law fluid; Conservation law; Power law; Finite element method; Newtonian fluid; Variational inequality; Generalized Newtonian fluid; Strain rate tensor; Law; Applied mathematics; Mathematical analysis; Viscosity; Classical mechanics; Physics; Shear rate; Mechanics; Thermodynamics; Statistics","authors":[{"name":"M. Farhloul","is_ca":true},{"name":"Abdelmalek Zine","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05087685834769358,"gpt":0.393601280261251,"spread":0.3427244219135574,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002387496,0.0006381244,0.0006630234,0.0008156889,0.0003694227,0.001150307,0.001261013,0.001421853,0.001329164],"category_scores_gemma":[0.005278138,0.0003962322,0.0005798216,0.000233159,0.001046793,0.001016307,0.001645597,0.001235316,0.0003916137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005762497,"about_ca_system_score_gemma":0.001003273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00206362,"about_ca_topic_score_gemma":0.001425074,"domain_scores_codex":[0.9992822,0.0002846733,0.00004338231,0.00008315113,0.0002715519,0.00003510889],"domain_scores_gemma":[0.9982844,0.0008421092,0.0001979863,0.0001627149,0.000428598,0.00008403655],"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":[0.0006631367,0.0001564792,0.003236318,0.0005127376,0.0001554003,0.0001252822,0.0002303276,0.6932244,0.03745138,0.1167544,0.001618993,0.1458711],"study_design_scores_gemma":[0.000004135205,0.00001628914,0.0000956129,0.000009216324,0.000003824312,0.00001657687,0.00000454722,0.9945148,0.00195561,0.00291198,0.000462075,0.000005391837],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.007928155,0.00005697889,0.9913499,0.00007099101,0.00001775806,0.00001144956,0.00001319142,0.00006330513,0.0004882388],"genre_scores_gemma":[0.2098287,0.00009820262,0.7871029,0.0000676351,0.00003446286,0.000144462,0.0001102247,0.0001271102,0.002486155],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002387496,"threshold_uncertainty_score":0.01262641,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2252444624","doi":"10.12732/ijam.v28i6.3","title":"ON A STABILIZED FINITE ELEMENT METHOD WITH MESH ADAPTIVE PROCEDURE FOR CONVECTION--DIFFUSION PROBLEMS","year":2015,"lang":"en","type":"article","venue":"International Journal of Apllied Mathematics","topic":"Advanced Numerical Methods in Computational Mathematics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Laurentian University; Université de Moncton","funders":"","keywords":"Finite element method; Convection–diffusion equation; Method of mean weighted residuals; Polygon mesh; Applied mathematics; Galerkin method; Estimator; Mixed finite element method; Diffusion; A priori and a posteriori; Adaptive mesh refinement; Mathematics; Partial differential equation; Upwind scheme; Scheme (mathematics); Numerical analysis; Computer science; Mathematical analysis; Geometry; Physics; Computational science; Discretization; Thermodynamics","authors":[{"name":"M. Farhloul","is_ca":true},{"name":"A. Serghini Mounim","is_ca":true},{"name":"Abdelmalek Zine","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04698517461316295,"gpt":0.3351711184240208,"spread":0.2881859438108579,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008253464,0.0006176414,0.0006139015,0.0005913419,0.000444107,0.0005030764,0.0007963819,0.0009558189,0.002751212],"category_scores_gemma":[0.002016329,0.0002478921,0.0007133632,0.0005625543,0.0008308403,0.0005006364,0.001274995,0.0008149674,0.0007803697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003213094,"about_ca_system_score_gemma":0.000684204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00225828,"about_ca_topic_score_gemma":0.001345016,"domain_scores_codex":[0.9995537,0.0002155596,0.00001874341,0.00004380365,0.0001511504,0.00001690692],"domain_scores_gemma":[0.9994248,0.0002867587,0.00004222224,0.00004658122,0.0001724645,0.000027188],"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":[0.000226832,0.00009006008,0.001019642,0.0003482012,0.00007742983,0.0002572965,0.0002105992,0.7622933,0.03831175,0.1021277,0.00238868,0.09264851],"study_design_scores_gemma":[0.000008060977,0.00003515884,0.00006578422,0.00001203527,0.000004937959,0.00001681107,0.00000466944,0.9914971,0.001282215,0.004610065,0.002456389,0.000006742442],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.007612966,0.0002663755,0.9895783,0.00009814839,0.00008268668,0.0000572262,0.00003978858,0.0001286147,0.002135911],"genre_scores_gemma":[0.3090598,0.0007873137,0.67978,0.0002764443,0.0001659522,0.0006995525,0.0002982115,0.0002524166,0.008680329],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002751212,"threshold_uncertainty_score":0.009203672,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416337368","doi":"10.12732/ijam.v38i10s.1006","title":"FAMILY VULNERABILITY, MENTAL HEALTH AND EXECUTIVE FUNCTIONS IN ADOLESCENTS IN BASIC EDUCATION","year":2025,"lang":"","type":"article","venue":"International Journal of Apllied Mathematics","topic":"Social Skills and Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Feeling; Executive functions; Vulnerability (computing); Perception; Cognition; Mental health; Test (biology)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02116686034022487,"gpt":0.3760322287255415,"spread":0.3548653683853167,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003574562,0.0002333936,0.0002211617,0.000777119,0.0006576785,0.0005937514,0.0001768225,0.0001869985,0.0008342321],"category_scores_gemma":[0.001541365,0.0001248335,0.0002534529,0.0004366005,0.0003014961,0.0002453066,0.0004322465,0.0002942028,0.00005540026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007212798,"about_ca_system_score_gemma":0.0005156526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02620731,"about_ca_topic_score_gemma":0.05385337,"domain_scores_codex":[0.9997661,0.00006412362,0.00002151216,0.00003266829,0.00003907694,0.00007662358],"domain_scores_gemma":[0.9993697,0.0001273239,0.0003007959,0.00002341092,0.00005352781,0.0001253498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002396139,0.00005572976,0.996474,0.0000107371,0.00001059904,0.0001375132,0.00101159,0.00001284706,0.00006010575,0.00001582132,0.00002440735,0.002162755],"study_design_scores_gemma":[7.056088e-7,0.00003345968,0.9978668,0.000008242282,0.000007770492,0.0001057095,0.001832385,0.00001824657,0.00002519573,0.00001125122,0.00008885728,0.000001434889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995524,0.0001877037,0.00001043187,0.00001216497,0.000001127197,0.000002995411,0.00002694921,4.214338e-7,0.000205776],"genre_scores_gemma":[0.999765,0.000110004,0.0000178695,0.000004059123,0.000001116843,0.000003191799,0.0000294955,2.721134e-7,0.00006907478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02620731,"threshold_uncertainty_score":0.05210948,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}