{"meta":{"query_hash":"2ba3cac2ba83","filters":{"venue":"Jurnal Kejuruteraan"},"cohort_total":10,"direct_labels_cover":1,"predictions_cover":10,"exported":10,"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/2ba3cac2ba83","api":"https://metacan.xera.ac/api/v1/cohort?venue=Jurnal+Kejuruteraan"},"results":[{"id":"W3165890820","doi":"10.17576/jkukm-2021-33(1)-13","title":"Shrinkage Parameters of Modified Compacted Clayey Soil for Sustainable Earthworks","year":2021,"lang":"en","type":"article","venue":"Jurnal Kejuruteraan","topic":"Grouting, Rheology, and Soil Mechanics","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure; Université du Québec à Montréal","funders":"","keywords":"Husk; Shrinkage; Lime; Atterberg limits; Expansive clay; Environmental science; Geotechnical engineering; Clay soil; Earthworks; Soil test; Soil water; Soil science; Materials science; Engineering; Composite material; Botany; Metallurgy","score_opus":0.013755858427530323,"score_gpt":0.22182669654304338,"score_spread":0.20807083811551305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3165890820","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9981755,0.0001894697,0.0008427841,0.000005993765,0.0000027985468,0.000005700444,0.00014204206,0.000010250384,0.00062536367],"genre_scores_gemma":[0.9986908,0.00009008007,0.0005145233,0.000003668811,7.8870653e-7,0.000005396435,0.00016616254,0.0000033157432,0.00052531296],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999186,0.0000070805863,0.0000073198053,0.000010693315,0.000047299105,0.000008992625],"domain_scores_gemma":[0.99987924,0.000018458755,0.000035841193,0.0000066022294,0.00004346983,0.000016358075],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001311493,0.00018052908,0.00014567396,0.00032537288,0.00008258193,0.00016969563,0.00009289818,0.00011068229,0.00048292178],"category_scores_gemma":[0.00014186135,0.00006709973,0.00014555176,0.00026489873,0.00008289176,0.00015588794,0.00010821764,0.00011665986,0.00008827657],"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":[0.00011753237,0.00003453966,0.007145348,0.000075479766,0.000009766657,0.000094222654,0.000054214233,0.0022860598,0.9828463,0.000048218582,0.000052375482,0.0072360523],"study_design_scores_gemma":[0.000012616903,0.00089122617,0.11463901,0.00001800891,0.0000388306,0.0002103724,0.00022580985,0.006984428,0.8750071,0.00013477051,0.0018154659,0.000022339897],"about_ca_topic_score_codex":0.0008649905,"about_ca_topic_score_gemma":0.0027680553,"teacher_disagreement_score":0.0008649905,"about_ca_system_score_codex":0.000119691904,"about_ca_system_score_gemma":0.00009882104,"threshold_uncertainty_score":0.001719892},"labels":[],"label_agreement":null},{"id":"W4312386488","doi":"10.17576/jkukm-2021-34(2)-01","title":"Successful Approaches to Integrated Water Resources Management: A Mini Review","year":2022,"lang":"en","type":"review","venue":"Jurnal Kejuruteraan","topic":"Water resources management and optimization","field":"Engineering","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":"Jabatan Perkhidmatan Awam Malaysia; Universiti Sains Malaysia","keywords":"Integrated water resources management; Water Framework Directive; Corporate governance; Legislature; Directive; Environmental resource management; Sustainable development; Environmental planning; Business; Best practice; Water resources; Process management; Political science; Computer science; Environmental science","score_opus":0.0825257781751213,"score_gpt":0.24478491915054834,"score_spread":0.16225914097542704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312386488","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00005078933,0.99831045,0.00016162597,0.0005031226,0.00018127388,0.000017649276,0.000016510281,0.0000039230094,0.00075460586],"genre_scores_gemma":[0.0004515641,0.99880004,0.00026761767,0.00022274561,0.00007644506,0.000017309198,0.000018699968,0.0000014970884,0.00014412265],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986601,0.00035137206,0.00025305222,0.00015063201,0.00051041256,0.00007439962],"domain_scores_gemma":[0.9943275,0.0036527559,0.00054939365,0.00012828868,0.0012000953,0.00014193967],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033917634,0.0009631389,0.0018405031,0.007228321,0.0006366377,0.002511732,0.0015705993,0.0016553719,0.0047597964],"category_scores_gemma":[0.006660777,0.00066435523,0.001467852,0.009254918,0.0011299433,0.0035412752,0.0013463508,0.0024018714,0.0011228235],"study_design_candidate":"not_applicable","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":[0.000050028677,0.00010188694,0.0002784288,0.14946644,0.000355113,0.00016567671,0.00031447562,0.0006175481,0.00051406474,0.019670624,0.042449575,0.78601605],"study_design_scores_gemma":[0.000011644346,0.00008875891,0.0009567856,0.08195795,0.00050876645,0.00037295805,0.0002261404,0.00014294032,0.0002099278,0.0041948343,0.9113021,0.000027135591],"about_ca_topic_score_codex":0.004186508,"about_ca_topic_score_gemma":0.010510131,"teacher_disagreement_score":0.007228321,"about_ca_system_score_codex":0.0022956566,"about_ca_system_score_gemma":0.007972811,"threshold_uncertainty_score":0.017937541},"labels":[],"label_agreement":null},{"id":"W4313131988","doi":"10.17576/jkukm-2022-34(4)-05","title":"A Review on Factors to be Incorporated in Water Quality Study","year":2022,"lang":"en","type":"review","venue":"Jurnal Kejuruteraan","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":3,"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":"Universiti Teknologi Petronas","keywords":"Water quality; Biochemical oxygen demand; Pollutant; Environmental science; Sewage; Chemical oxygen demand; Wastewater; Suspended solids; Water resource management; Sewage treatment; Water pollution; Pollution; Agriculture; Water resources; Environmental engineering; United States regulation of point source water pollution; Raw water; Environmental protection; Nonpoint source pollution; Ecology","score_opus":0.26956256457025074,"score_gpt":0.435249420454183,"score_spread":0.16568685588393228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313131988","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00012595195,0.9986071,0.00013625849,0.0002801207,0.0001455762,0.000008076718,0.000040469065,0.0000046141395,0.00065179536],"genre_scores_gemma":[0.00077114796,0.99852717,0.00023653814,0.00013271954,0.000078573146,0.000007744049,0.000040100516,0.0000012319254,0.00020482895],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99913496,0.00017878179,0.0002197563,0.0001367806,0.00029003408,0.000039684735],"domain_scores_gemma":[0.9975078,0.0014284448,0.0003344026,0.000044584973,0.000629788,0.000055025852],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013504049,0.0008565072,0.0014034864,0.0051903087,0.00038387248,0.0013691201,0.00094596687,0.0010613606,0.00377956],"category_scores_gemma":[0.0030206724,0.00036881742,0.0011773177,0.007091884,0.00048775712,0.0018110591,0.00067327556,0.0009450921,0.00085055514],"study_design_candidate":"not_applicable","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":[0.000065115004,0.00008930792,0.0005938049,0.15351334,0.0002511886,0.0002295152,0.00018596211,0.0004842371,0.0012184411,0.0033944985,0.030525792,0.80944884],"study_design_scores_gemma":[0.000011219041,0.0001373517,0.0022916843,0.040919896,0.0006398535,0.00080905575,0.00022803215,0.00013086807,0.000806829,0.0014560317,0.9525307,0.00003852846],"about_ca_topic_score_codex":0.003923828,"about_ca_topic_score_gemma":0.0060917474,"teacher_disagreement_score":0.0051903087,"about_ca_system_score_codex":0.00094943866,"about_ca_system_score_gemma":0.0031838513,"threshold_uncertainty_score":0.012643874},"labels":[],"label_agreement":null},{"id":"W4313652096","doi":"10.17576/jkukm-2022-34(2)-01","title":"Successful Approaches to Integrated Water Resources Management: A Mini Review","year":2022,"lang":"en","type":"review","venue":"Jurnal Kejuruteraan","topic":"Water resources management and optimization","field":"Engineering","cited_by":3,"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":"Jabatan Perkhidmatan Awam Malaysia; Universiti Sains Malaysia","keywords":"Integrated water resources management; Water Framework Directive; Corporate governance; Legislature; Directive; Environmental resource management; Sustainable development; Environmental planning; Business; Best practice; Water resources; Resource (disambiguation); Process management; Political science; Computer science; Environmental science","score_opus":0.0825257781751213,"score_gpt":0.24478491915054834,"score_spread":0.16225914097542704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313652096","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00005078933,0.99831045,0.00016162597,0.0005031226,0.00018127388,0.000017649276,0.000016510281,0.0000039230094,0.00075460586],"genre_scores_gemma":[0.0004515641,0.99880004,0.00026761767,0.00022274561,0.00007644506,0.000017309198,0.000018699968,0.0000014970884,0.00014412265],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986601,0.00035137206,0.00025305222,0.00015063201,0.00051041256,0.00007439962],"domain_scores_gemma":[0.9943275,0.0036527559,0.00054939365,0.00012828868,0.0012000953,0.00014193967],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033917634,0.0009631389,0.0018405031,0.007228321,0.0006366377,0.002511732,0.0015705993,0.0016553719,0.0047597964],"category_scores_gemma":[0.006660777,0.00066435523,0.001467852,0.009254918,0.0011299433,0.0035412752,0.0013463508,0.0024018714,0.0011228235],"study_design_candidate":"not_applicable","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":[0.000050028677,0.00010188694,0.0002784288,0.14946644,0.000355113,0.00016567671,0.00031447562,0.0006175481,0.00051406474,0.019670624,0.042449575,0.78601605],"study_design_scores_gemma":[0.000011644346,0.00008875891,0.0009567856,0.08195795,0.00050876645,0.00037295805,0.0002261404,0.00014294032,0.0002099278,0.0041948343,0.9113021,0.000027135591],"about_ca_topic_score_codex":0.004186508,"about_ca_topic_score_gemma":0.010510131,"teacher_disagreement_score":0.007228321,"about_ca_system_score_codex":0.0022956566,"about_ca_system_score_gemma":0.007972811,"threshold_uncertainty_score":0.017937541},"labels":[],"label_agreement":null},{"id":"W4318820172","doi":"10.17576/jkukm-2021-33(2)-08","title":"Forced Convective Heat Transfer Analysis for Two-dimensional Slot Jet of Water-CuO Nanofluid","year":2021,"lang":"en","type":"article","venue":"Jurnal Kejuruteraan","topic":"Heat Transfer Mechanisms","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Nanofluid; Materials science; Nusselt number; Heat transfer; Reynolds number; Heat transfer coefficient; Mechanics; Thermodynamics; Jet (fluid); Heat transfer enhancement; Convective heat transfer; Volume fraction; Composite material; Physics; Turbulence","score_opus":0.01225917751951209,"score_gpt":0.2273047020363838,"score_spread":0.21504552451687173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318820172","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9517967,0.00041614848,0.045839157,0.00005488471,0.00003336999,0.000022725302,0.000056198107,0.00009229915,0.0016885508],"genre_scores_gemma":[0.9956547,0.00009388259,0.0035470172,0.0000034412194,0.0000034313457,0.000013860115,0.00002699297,0.000013314025,0.0006433587],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99991095,0.000010376223,0.000003816442,0.000016961261,0.000044478424,0.000013381286],"domain_scores_gemma":[0.9998337,0.00009739685,0.000021797952,0.000009515249,0.000031173513,0.0000062749727],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018664227,0.00021565765,0.00022520925,0.00023304917,0.00022265996,0.00033623545,0.00024322428,0.00025676299,0.00044462463],"category_scores_gemma":[0.00048520396,0.00015021164,0.00035567844,0.00014424749,0.000409154,0.0004516334,0.00022376706,0.00020562984,0.000072536284],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031163302,0.00008057873,0.0030986983,0.0002639978,0.000022433489,0.00028530476,0.000361727,0.19409223,0.7843414,0.003130176,0.00028523075,0.01372663],"study_design_scores_gemma":[0.000015596033,0.000097896955,0.0023766148,0.000004944236,0.000007389829,0.00004875734,0.00003157277,0.8696017,0.12709154,0.00028283964,0.00042120318,0.000019888517],"about_ca_topic_score_codex":0.0018661898,"about_ca_topic_score_gemma":0.00082681404,"teacher_disagreement_score":0.0018661898,"about_ca_system_score_codex":0.00039358158,"about_ca_system_score_gemma":0.00024793655,"threshold_uncertainty_score":0.0037106276},"labels":[],"label_agreement":null},{"id":"W4388143645","doi":"10.17576/jkukm-2023-35(3)-22","title":"Using Cement as Filler to Enhance Asphalt Mixes Performance in Hot Climate Regions","year":2023,"lang":"en","type":"article","venue":"Jurnal Kejuruteraan","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","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":"École de Technologie Supérieure","funders":"","keywords":"Rut; Asphalt; Cement; Environmental science; Portland cement; Geotechnical engineering; Filler (materials); Asphalt concrete; Materials science; Civil engineering; Engineering; Composite material","score_opus":0.0424370216707247,"score_gpt":0.3272144844286636,"score_spread":0.28477746275793886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388143645","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99913436,0.00014262665,0.0003541208,0.0000030835279,0.0000021644225,0.0000053853796,0.000014411996,0.000012687384,0.00033120764],"genre_scores_gemma":[0.99860954,0.00013894444,0.00073559355,0.000002953611,0.0000012444556,0.0000031247148,0.000021160396,0.000005072251,0.00048240297],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99988186,0.000025731571,0.0000080816535,0.00002083929,0.00004069705,0.000022807368],"domain_scores_gemma":[0.9998691,0.000028154978,0.00004250679,0.00000850689,0.000023238772,0.000028465514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018916524,0.00024952402,0.00020556456,0.0004129156,0.00015578391,0.00022532695,0.0001939232,0.00022156422,0.0008252104],"category_scores_gemma":[0.0001774691,0.00010633271,0.00020911923,0.00020440105,0.00013787112,0.0002544699,0.00017321466,0.0001707788,0.00016432235],"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":[0.00043979447,0.000201942,0.0019349323,0.00008622989,0.0000124517965,0.00008141962,0.00005344647,0.0028552779,0.9891354,0.000060397826,0.000015454052,0.005123214],"study_design_scores_gemma":[0.000007866914,0.0021693145,0.009548453,0.0000041231297,0.00003709037,0.00006761442,0.0000539742,0.0018769045,0.98572636,0.000018229266,0.00048100858,0.000009046164],"about_ca_topic_score_codex":0.0007550846,"about_ca_topic_score_gemma":0.002612655,"teacher_disagreement_score":0.0008252104,"about_ca_system_score_codex":0.00013710419,"about_ca_system_score_gemma":0.000102246406,"threshold_uncertainty_score":0.0027605295},"labels":[],"label_agreement":null},{"id":"W4388427623","doi":"10.17576/jkukm-2023-35(4)-10","title":"Comparative Analysis of Variants of Geomagnetic Diurnal Variation Ratio Method for Earthquake Precursor Detection","year":2023,"lang":"en","type":"article","venue":"Jurnal Kejuruteraan","topic":"Earthquake Detection and Analysis","field":"Earth and Planetary Sciences","cited_by":2,"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":"British Antarctic Survey; Goddard Space Flight Center; Università degli Studi dell'Aquila; Sveriges Geologiska Undersökning; Helmholtz-Zentrum Potsdam - Deutsches GeoForschungsZentrum GFZ; U.S. Geological Survey; Ministry of Higher Education, Malaysia; Florida Institute of Technology; Alberta Agricultural Research Institute","keywords":"Earth's magnetic field; QUIET; Diurnal temperature variation; Magnitude (astronomy); Ionosphere; Geology; Seismology; Environmental science; Geodesy; Geophysics; Atmospheric sciences; Physics; Magnetic field; Astrophysics","score_opus":0.024503886447260013,"score_gpt":0.2852478291294877,"score_spread":0.26074394268222767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388427623","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7389008,0.0033618135,0.24977905,0.0002175616,0.0002389841,0.00016759173,0.000908058,0.0018328789,0.0045932797],"genre_scores_gemma":[0.82121235,0.0010571211,0.17457542,0.000044704477,0.00009503035,0.00011769201,0.0015211216,0.00022229175,0.0011541503],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99799216,0.0007394338,0.00014221981,0.00046790089,0.00054010673,0.00011827589],"domain_scores_gemma":[0.99481696,0.003000897,0.0003925761,0.00033991417,0.0013071328,0.00014262192],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038526284,0.0006413629,0.00052253454,0.0024273957,0.00025214945,0.0010606904,0.0005781388,0.00045847197,0.00087584276],"category_scores_gemma":[0.008962567,0.00017701769,0.0005287721,0.001227281,0.00018117695,0.0007748607,0.00044797594,0.00046580835,0.00047330424],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021925021,0.0002882538,0.18770666,0.00045652044,0.00080024236,0.00039006505,0.00061207655,0.021234442,0.0472991,0.0019601958,0.003065882,0.7339941],"study_design_scores_gemma":[0.00013294042,0.001111215,0.31697926,0.000087059496,0.0006448916,0.0018910912,0.0009239394,0.63022923,0.038597353,0.0016365252,0.0075024716,0.00026403635],"about_ca_topic_score_codex":0.0030919015,"about_ca_topic_score_gemma":0.0041733645,"teacher_disagreement_score":0.0038526284,"about_ca_system_score_codex":0.00023253712,"about_ca_system_score_gemma":0.00042719938,"threshold_uncertainty_score":0.020374954},"labels":[],"label_agreement":null},{"id":"W4394999896","doi":"10.17576/jkukm-2024-36(2)-30","title":"Model of Flipped Classroom Environment for Mastery Learning Approach Using the “ZOOMRBT App”","year":2024,"lang":"en","type":"article","venue":"Jurnal Kejuruteraan","topic":"Education and Learning Interventions","field":"Computer Science","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":"Kementerian Pendidikan Malaysia; Universiti Tun Hussein Onn Malaysia","keywords":"Flipped learning; Computer science; Mathematics education; Psychology","score_opus":0.07585842534883455,"score_gpt":0.3032647941134555,"score_spread":0.22740636876462098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394999896","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26821625,0.0008202432,0.55331564,0.004620299,0.00060915784,0.013733699,0.00083649124,0.0076023196,0.15024579],"genre_scores_gemma":[0.4392304,0.0009782646,0.49872974,0.0006479428,0.000041278257,0.009615955,0.0004146761,0.00022138751,0.050120354],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986211,0.00058224687,0.00005383068,0.00021635334,0.0003211498,0.0002052863],"domain_scores_gemma":[0.9993819,0.00014384839,0.000048294507,0.00007967735,0.0001336056,0.00021272231],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012645972,0.00082204636,0.0003118151,0.00092659454,0.0016653513,0.001986058,0.002694719,0.001493603,0.013912051],"category_scores_gemma":[0.0012991242,0.0004378208,0.00085360516,0.0004223611,0.0013931274,0.0019975605,0.002738723,0.0010223235,0.0052531995],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016670878,0.013585874,0.013874478,0.0030384269,0.0000733662,0.0047251047,0.030762527,0.015048203,0.051921666,0.06568487,0.028361756,0.7712566],"study_design_scores_gemma":[0.0020930667,0.022893108,0.044033878,0.004083754,0.00038399777,0.010764852,0.026519591,0.12556624,0.061699778,0.055519115,0.6457148,0.00072782463],"about_ca_topic_score_codex":0.0027832745,"about_ca_topic_score_gemma":0.005302509,"teacher_disagreement_score":0.013912051,"about_ca_system_score_codex":0.001005595,"about_ca_system_score_gemma":0.0041680983,"threshold_uncertainty_score":0.04654044},"labels":[],"label_agreement":null},{"id":"W4401133482","doi":"10.17576/jkukm-2024-36(4)-01","title":"Unraveling the Phenomenon of Construction Labor Productivity: A Cutting-Edge Bibliometric Analysis","year":2024,"lang":"en","type":"article","venue":"Jurnal Kejuruteraan","topic":"Construction Project Management and Performance","field":"Decision Sciences","cited_by":2,"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":"Productivity; Computer science; Scopus; Thematic analysis; Identification (biology); Metadata; Data science; Knowledge management; Qualitative research; World Wide Web; Political science; Social science; Sociology","score_opus":0.0664493990397535,"score_gpt":0.36798559763746647,"score_spread":0.30153619859771297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401133482","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66655236,0.09613978,0.051973984,0.01325212,0.0006915461,0.002931928,0.026186207,0.0006612639,0.14161088],"genre_scores_gemma":[0.8940814,0.046130173,0.04320967,0.0004785026,0.00038267943,0.001351536,0.010530442,0.00010705916,0.0037285644],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9846407,0.003367888,0.003187003,0.00075335306,0.007550347,0.0005006043],"domain_scores_gemma":[0.9414178,0.036687557,0.0065288567,0.002242509,0.012434265,0.0006889572],"candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.017570166,0.0005348667,0.0015528788,0.19535898,0.0019436548,0.00993314,0.0010606535,0.0007660547,0.002475159],"category_scores_gemma":[0.0544449,0.00030252084,0.0012267242,0.19312897,0.0018945778,0.0074221487,0.004675154,0.0006470907,0.00047115795],"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":[0.0001627284,0.00015889514,0.21057981,0.036265314,0.0010865971,0.001323945,0.035970766,0.0017823759,0.0049177553,0.060063373,0.01744866,0.63023984],"study_design_scores_gemma":[0.00003717137,0.00031397116,0.5324919,0.0227952,0.002353282,0.0025938603,0.10026781,0.007152553,0.006236769,0.04087897,0.28456682,0.00031167667],"about_ca_topic_score_codex":0.0063813264,"about_ca_topic_score_gemma":0.010436204,"teacher_disagreement_score":0.804641,"about_ca_system_score_codex":0.0040890696,"about_ca_system_score_gemma":0.009937474,"threshold_uncertainty_score":0.09292102},"labels":[],"label_agreement":null},{"id":"W4410834711","doi":"10.17576/jkukm-2025-37(3)-13","title":"The Relationship between Walkability and The Built Environment: The Bibliometric Analysis","year":2025,"lang":"en","type":"article","venue":"Jurnal Kejuruteraan","topic":"Urban Transport and Accessibility","field":"Social 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":"National Cancer Institute; Universiti Malaya","keywords":"Walkability; Computer science; Built environment; Civil engineering; Engineering","score_opus":0.03772266208353588,"score_gpt":0.3314921285332184,"score_spread":0.29376946644968255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410834711","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7697841,0.081302546,0.01114868,0.004526082,0.00040982125,0.0005616608,0.044054184,0.00029825,0.087914795],"genre_scores_gemma":[0.9322226,0.040407017,0.008756401,0.000117967975,0.0003268736,0.0003674336,0.015068385,0.000043717475,0.002689621],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99395496,0.0010147034,0.0011789567,0.00044660064,0.003173491,0.00023125022],"domain_scores_gemma":[0.9769379,0.01484095,0.0037077474,0.00077920506,0.003423257,0.00031094602],"candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.0037894768,0.00031895933,0.0008989555,0.09484885,0.0010012406,0.004512341,0.00054355955,0.00047003245,0.0033434504],"category_scores_gemma":[0.023934487,0.00015821324,0.0008410973,0.15229546,0.000822417,0.0034570703,0.0015910842,0.0003561156,0.0005955237],"study_design_candidate":"not_applicable","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":[0.000103623235,0.00011280167,0.59836805,0.014212526,0.0009530879,0.000838971,0.006250733,0.0017241816,0.0010900224,0.012194707,0.012043921,0.35210744],"study_design_scores_gemma":[0.000013343236,0.00008785481,0.88250005,0.0040980806,0.0009812907,0.0012815224,0.013135605,0.0030398318,0.0013365,0.006512917,0.08691255,0.00010029679],"about_ca_topic_score_codex":0.005894144,"about_ca_topic_score_gemma":0.007257708,"teacher_disagreement_score":0.9051511,"about_ca_system_score_codex":0.001736425,"about_ca_system_score_gemma":0.0032183973,"threshold_uncertainty_score":0.02004087},"labels":[{"model":"gemma","categories":["bibliometrics"],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["bibliometrics"],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"}]}