{"meta":{"query_hash":"c3762d522d14","filters":{"venue":"Malaysian Journal of Fundamental and Applied Sciences"},"cohort_total":7,"direct_labels_cover":0,"predictions_cover":7,"exported":7,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/c3762d522d14","api":"https://metacan.xera.ac/api/v1/cohort?venue=Malaysian+Journal+of+Fundamental+and+Applied+Sciences"},"results":[{"id":"W2593544023","doi":"10.11113/mjfas.v12n3.423","title":"The application of MWCNT to enhance the rheological behavior of drilling fluids at high temperature","year":2017,"lang":"en","type":"article","venue":"Malaysian Journal of Fundamental and Applied Sciences","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Engineering Link (Canada)","funders":"Universiti Teknologi Malaysia; Ministry of Higher Education, Malaysia","keywords":"Drilling fluid; Rheology; Drilling; Viscosity; Petroleum engineering; Materials science; Volume (thermodynamics); Composite material; Geology; Metallurgy; Thermodynamics","score_opus":0.007505280731078331,"score_gpt":0.23802484010686792,"score_spread":0.23051955937578958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2593544023","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975621,0.0002930452,0.0012680264,0.00021116395,0.00017906172,0.00009669129,0.0000028222664,0.000006400797,0.0003806974],"genre_scores_gemma":[0.99886245,0.00009249949,0.00091751874,0.000009607723,0.000073297386,0.0000073877295,1.9347914e-7,0.0000045286843,0.000032536256],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993045,0.0000063236284,0.00025859533,0.00008545525,0.00021000311,0.00013512437],"domain_scores_gemma":[0.9995923,0.00005294871,0.00013817233,0.00013960215,0.000022270364,0.000054672648],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046252698,0.00008482207,0.00015088654,0.000030176196,0.00045395244,0.000082825216,0.00042462043,0.000030737672,0.000005038239],"category_scores_gemma":[0.000009699874,0.000043964552,0.00004151266,0.00007610649,0.0003506811,0.00006240092,0.00006360198,0.00011227717,0.000001053709],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022841898,0.000018226157,0.004799655,0.000025792959,0.000020009304,0.0000012126344,0.00033786643,0.08000102,0.89398843,0.0030347938,0.000039691502,0.017710445],"study_design_scores_gemma":[0.0003026074,0.00037415914,0.056259558,0.00015838139,0.0000566588,0.00007547256,0.0012189822,0.015643202,0.92381716,0.00051952904,0.001306259,0.00026805964],"about_ca_topic_score_codex":0.0000029313867,"about_ca_topic_score_gemma":0.000002576347,"teacher_disagreement_score":0.06435782,"about_ca_system_score_codex":0.000015803056,"about_ca_system_score_gemma":0.0000071668487,"threshold_uncertainty_score":0.34914812},"labels":[],"label_agreement":null},{"id":"W2996438574","doi":"10.11113/mjfas.v15n6.1497","title":"Multifocal electroretinogram analysis of the effectiveness of anti-VEGH treatment for clinically significant macular edema treatment","year":2019,"lang":"en","type":"article","venue":"Malaysian Journal of Fundamental and Applied Sciences","topic":"Retinal Development and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Ophthalmology; Macular edema; Ring (chemistry); Retinal; Chemistry","score_opus":0.012164963314857427,"score_gpt":0.277145028421074,"score_spread":0.2649800651062166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996438574","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99884033,0.00012654669,0.00018780239,0.00004044855,0.00005752159,0.00037061799,0.000013271485,8.4309823e-7,0.00036260858],"genre_scores_gemma":[0.9990218,0.000121769765,0.0007724783,0.00001476878,0.000016763956,0.000010200074,0.00000897977,0.0000041576495,0.0000290257],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998984,0.00007547582,0.00039523994,0.00020569752,0.0001813593,0.00015823908],"domain_scores_gemma":[0.9993588,0.000083093764,0.00035577573,0.000103442595,0.000046398076,0.00005250424],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006290036,0.00013073083,0.00038743007,0.000084648076,0.000072569455,0.0000190469,0.00017790773,0.0000482324,0.000009292408],"category_scores_gemma":[0.000012824876,0.000071348186,0.00033794515,0.0002548264,0.000323239,0.000004585113,0.000032056618,0.00002618158,2.419809e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006956647,0.00022950882,0.39281029,0.000024236253,0.00055552594,3.105981e-7,0.00007606839,0.00076313294,0.6029102,0.0001717992,0.0000020042798,0.0017612245],"study_design_scores_gemma":[0.0024415953,0.0068738232,0.3394389,0.000043814183,0.00060125854,0.000006117112,0.0011265068,0.00040291544,0.6485163,0.00014478166,0.00024116303,0.00016286672],"about_ca_topic_score_codex":0.0000053894505,"about_ca_topic_score_gemma":0.000002027811,"teacher_disagreement_score":0.05337142,"about_ca_system_score_codex":0.000019055411,"about_ca_system_score_gemma":0.0001015642,"threshold_uncertainty_score":0.29094946},"labels":[],"label_agreement":null},{"id":"W3035049015","doi":"10.11113/mjfas.v16n3.1654","title":"Flood monitoring and forecasting using synthetic aperture radar (SAR) and meteorological data: A case study","year":2020,"lang":"en","type":"article","venue":"Malaysian Journal of Fundamental and Applied Sciences","topic":"Flood Risk Assessment and Management","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Synthetic aperture radar; Remote sensing; Digital elevation model; Environmental science; Flood myth; Radar; Shuttle Radar Topography Mission; Meteorology; Precipitation; Satellite; Surface runoff; Interferometric synthetic aperture radar; Geology; Geography; Computer science","score_opus":0.09643242246210368,"score_gpt":0.2876021982849321,"score_spread":0.19116977582282843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035049015","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984908,0.00023268764,0.00019276986,0.0004342996,0.00004948537,0.00020410423,0.0000031403576,0.000006803251,0.000385878],"genre_scores_gemma":[0.98524183,0.000038239898,0.014539954,0.00010038311,0.00007000765,0.000001017768,2.2723063e-7,0.00000507531,0.000003235339],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9987202,0.000047578258,0.00028799396,0.00037686425,0.00035384094,0.00021349407],"domain_scores_gemma":[0.99945366,0.00007974439,0.00017892494,0.00007946266,0.000003110743,0.00020512303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007256446,0.00014900112,0.00023611035,0.000038314105,0.00047137818,0.000227637,0.0002372239,0.000024672854,0.000036059417],"category_scores_gemma":[0.000019930849,0.00010166694,0.000018683324,0.00018854433,0.00041815185,0.00042997583,0.0007785286,0.00015122163,8.8826494e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015930767,0.00044333152,0.8653038,0.000076999044,0.00015686912,0.0027058935,0.007570839,0.0013750425,0.05589622,0.00015617078,0.000052574902,0.066102915],"study_design_scores_gemma":[0.009920248,0.011218341,0.15152256,0.00027622984,0.0014108637,0.02528281,0.6245668,0.16751237,0.0024762417,0.00092278933,0.002518688,0.00237205],"about_ca_topic_score_codex":0.000042820375,"about_ca_topic_score_gemma":0.0000068010645,"teacher_disagreement_score":0.7137813,"about_ca_system_score_codex":0.000018905686,"about_ca_system_score_gemma":0.0000073808396,"threshold_uncertainty_score":0.41458577},"labels":[],"label_agreement":null},{"id":"W4236655281","doi":"10.11113/mjfas.v7n1.207","title":"A numerical algorithm for nth root","year":2014,"lang":"en","type":"article","venue":"Malaysian Journal of Fundamental and Applied Sciences","topic":"Numerical Methods and Algorithms","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Square root; Root (linguistics); Numerical digit; Convergence (economics); Mathematics; Algorithm; Arithmetic; Computer science; Geometry","score_opus":0.01721227881018055,"score_gpt":0.27211939264703766,"score_spread":0.2549071138368571,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236655281","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019194435,0.000086416265,0.9778125,0.0011562379,0.000329882,0.00008899636,0.0000013700975,0.000014116379,0.0013160015],"genre_scores_gemma":[0.43992677,0.000002664409,0.55964106,0.00023517759,0.00016836978,0.0000037417285,8.482854e-8,0.000002864514,0.0000192657],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987428,0.000048261656,0.00031628244,0.0002585227,0.00034526535,0.00028887874],"domain_scores_gemma":[0.9992251,0.00019890766,0.00023058424,0.00009591508,0.000035018333,0.00021451736],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011647714,0.00012582351,0.00027124732,0.00009925542,0.00028652372,0.00029984117,0.0006509106,0.000028165177,0.0000093192475],"category_scores_gemma":[0.000021481357,0.000084740495,0.000090714195,0.00034803036,0.0002451035,0.00029013943,0.00009418953,0.000111691246,0.0000031192028],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000061614587,0.0000634793,0.00035749885,0.000006388738,0.000009967165,0.0000020739988,0.00012625755,0.00006304254,0.0012458328,0.031830683,0.00008716022,0.9662014],"study_design_scores_gemma":[0.003092273,0.0062699774,0.007521839,0.000110166984,0.000045360925,0.000845182,0.00087168766,0.7377904,0.016597856,0.19421127,0.031653058,0.0009909547],"about_ca_topic_score_codex":0.0000013646031,"about_ca_topic_score_gemma":8.084221e-8,"teacher_disagreement_score":0.9652105,"about_ca_system_score_codex":0.000014425182,"about_ca_system_score_gemma":0.00003573495,"threshold_uncertainty_score":0.3455617},"labels":[],"label_agreement":null},{"id":"W4366283192","doi":"10.11113/mjfas.v19n2.2848","title":"Transition Intensities for Critical Illness: A Study on Canadian Health Data","year":2023,"lang":"en","type":"article","venue":"Malaysian Journal of Fundamental and Applied Sciences","topic":"Insurance, Mortality, Demography, Risk Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gompertz function; Transition (genetics); Critical illness; Mathematics; Health care; Econometrics; Statistics; Statistical physics; Medicine; Critically ill; Intensive care medicine; Physics; Economics; Chemistry","score_opus":0.10602936321221314,"score_gpt":0.3915011784678439,"score_spread":0.28547181525563076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366283192","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97630864,0.00008260406,0.00016577097,0.018815283,0.0006652158,0.00065239466,0.00013221207,0.000026322503,0.0031515732],"genre_scores_gemma":[0.9982817,0.000067235866,0.00030394556,0.0010671453,0.0002274457,0.000012358902,0.000007969988,0.0000060422894,0.000026147498],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9981132,0.00012280639,0.00035366465,0.00028957851,0.0006368542,0.00048385203],"domain_scores_gemma":[0.9992224,0.00014632921,0.00012800141,0.000131242,0.00005871973,0.0003133259],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00419107,0.000113967675,0.00024368659,0.00044321583,0.0018266452,0.00031745754,0.00051664625,0.000028805716,0.000021823298],"category_scores_gemma":[0.000055452663,0.00009499657,0.000052652143,0.0006333829,0.00095359056,0.00033093203,0.000048411006,0.00012010557,0.0000063802518],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058621424,0.0016276926,0.083999954,0.00031772113,0.00041611295,0.00024153902,0.34407756,0.0008161636,0.00019326725,0.4250318,0.042265374,0.1004266],"study_design_scores_gemma":[0.00093271903,0.0018442299,0.09045677,0.00012057906,0.00005819937,0.000012297736,0.88610876,0.00045518324,0.000014863921,0.010303886,0.009340495,0.00035201284],"about_ca_topic_score_codex":0.0064630727,"about_ca_topic_score_gemma":0.026333943,"teacher_disagreement_score":0.5420312,"about_ca_system_score_codex":0.00008375532,"about_ca_system_score_gemma":0.00031368117,"threshold_uncertainty_score":0.99947286},"labels":[],"label_agreement":null},{"id":"W4405454298","doi":"10.11113/mjfas.v20n6.3634","title":"Proteomic and Morphological Analysis of Bone and Articular Cartilage Changes in Osteoarthritic Rabbits Supplemented with Edible Bird’s Nest (EBN)","year":2024,"lang":"en","type":"article","venue":"Malaysian Journal of Fundamental and Applied Sciences","topic":"Identification and Quantification in Food","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Ontario Veterinary College, University of Guelph; Universiti Malaysia Kelantan; Universiti Putra Malaysia","keywords":"Articular cartilage; Nest (protein structural motif); Cartilage; Anatomy; Biology; Osteoarthritis; Pathology; Medicine","score_opus":0.013584632938723739,"score_gpt":0.2515274266559873,"score_spread":0.23794279371726357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405454298","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99821365,0.0007790642,0.0001332813,0.0006667772,0.000026513353,0.0001267892,0.000010976524,0.0000027462827,0.000040188123],"genre_scores_gemma":[0.9992855,0.00017320855,0.0004387126,0.000039606835,0.000020612639,0.000010166977,0.0000063240254,0.0000037875766,0.000022048767],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99929965,0.000024599098,0.0002344298,0.00019848731,0.0001350208,0.00010779654],"domain_scores_gemma":[0.99975234,0.0000110084575,0.00010071011,0.00005417938,0.000023538518,0.000058249403],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000414976,0.00007622922,0.00017060454,0.0002389019,0.00006497048,0.00009083444,0.000049737206,0.000030661966,0.000022272821],"category_scores_gemma":[0.000007755581,0.000053207452,0.00002536583,0.00037958688,0.00041542825,0.000011377581,0.00003324288,0.000049831327,4.0351208e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050657447,0.000034062057,0.019939229,0.000039731578,0.000042415417,0.0000085662,0.00019249144,0.00004527831,0.97881335,0.00042625473,0.000014474347,0.00039351056],"study_design_scores_gemma":[0.00095668185,0.0013713973,0.062463384,0.00012441353,0.00025708062,0.00031987872,0.0036429176,0.0006753831,0.92950076,0.00008424351,0.00039692305,0.00020691445],"about_ca_topic_score_codex":0.0000029522948,"about_ca_topic_score_gemma":0.0000512835,"teacher_disagreement_score":0.049312547,"about_ca_system_score_codex":0.000004023044,"about_ca_system_score_gemma":0.000026618409,"threshold_uncertainty_score":0.21697369},"labels":[],"label_agreement":null},{"id":"W4405454375","doi":"10.11113/mjfas.v20n6.3480","title":"Antibacterial Properties of Garcinia mangostana Linn. Ethanolic and Methanolic Extracts Against Selected Gram-Positive and Gram-Negative Bacteria: A Meta-Analysis","year":2024,"lang":"en","type":"article","venue":"Malaysian Journal of Fundamental and Applied Sciences","topic":"Natural Compound Pharmacology Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Garcinia mangostana; Gram; Gram-negative bacteria; Gram-positive bacteria; Bacteria; Traditional medicine; Chemistry; Antibacterial activity; Biology; Microbiology; Antibiotics; Escherichia coli; Medicine; Biochemistry","score_opus":0.054121824069717966,"score_gpt":0.26778154814202726,"score_spread":0.2136597240723093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405454375","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9911707,0.0068559744,7.4490885e-7,0.0013984279,0.00010750028,0.0002447188,0.000059052898,0.000014190636,0.00014869875],"genre_scores_gemma":[0.9989023,0.0005445794,0.0002704779,0.00012914809,0.00010694941,0.000008102473,0.000003873893,0.0000015736053,0.000032998316],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984371,0.00016527958,0.0004499965,0.00036444387,0.00030609718,0.00027704844],"domain_scores_gemma":[0.9990933,0.00034887236,0.00029073848,0.000026784539,0.00010206135,0.00013825783],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061587675,0.0002461736,0.0008120418,0.00014152857,0.00034682953,0.00027817124,0.0001894139,0.00007325839,0.0000680024],"category_scores_gemma":[0.00002519697,0.00009142904,0.00020260214,0.0011690182,0.0010645164,0.00030598047,0.00014457191,0.00024124797,7.568998e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023070432,0.000054107997,0.0015549246,0.000031205996,0.006517379,0.000014049998,0.0010883233,0.0000029293083,0.9872068,0.00011380347,0.00001652879,0.0031692556],"study_design_scores_gemma":[0.0016628015,0.0034748935,0.34551457,0.00015744315,0.036081903,0.000425414,0.009648338,0.00033224342,0.59912074,0.0017446523,0.00073491904,0.0011021305],"about_ca_topic_score_codex":0.00003643265,"about_ca_topic_score_gemma":0.00007283743,"teacher_disagreement_score":0.38808608,"about_ca_system_score_codex":0.000016677588,"about_ca_system_score_gemma":0.000023358998,"threshold_uncertainty_score":0.3922255},"labels":[],"label_agreement":null}]}