{"meta":{"query_hash":"40fc14aa644f","filters":{"topic":"Multimedia Learning Systems"},"cohort_total":146,"direct_labels_cover":0,"predictions_cover":146,"exported":146,"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/40fc14aa644f","api":"https://metacan.xera.ac/api/v1/cohort?topic=Multimedia+Learning+Systems"},"results":[{"id":"W1594019013","doi":"10.12962/j23373539.v3i2.7263","title":"Faktor-Faktor Kerentanan yang Berpengaruh terhadap Bencana Banjir di Kecamatan Manggala Kota Makassar","year":2014,"lang":"id","type":"article","venue":"Jurnal Teknik ITS","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Physics; Forestry; Geography","score_opus":0.018369894751191752,"score_gpt":0.2477103442058159,"score_spread":0.22934044945462415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1594019013","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":[0.8308371,0.009195793,0.030581834,0.010833646,0.03892941,0.004384375,0.00020904966,0.0023107193,0.07271809],"genre_scores_gemma":[0.96448004,0.00012244302,0.0024641252,0.00055124465,0.0039778748,0.000049741608,0.000039689752,0.00020988807,0.028104927],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.989756,0.00160413,0.0018244254,0.0020569805,0.002498679,0.002259774],"domain_scores_gemma":[0.9935372,0.0007718257,0.0013425132,0.0024272546,0.00048614468,0.001435066],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002499606,0.0012512122,0.0014357651,0.0006109072,0.0009880682,0.0015840924,0.0042717527,0.00065574434,0.00055365474],"category_scores_gemma":[0.00073470164,0.0012180413,0.00063075207,0.0011093325,0.00024933694,0.0013921737,0.0012573703,0.00196957,0.0044868723],"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":[0.00040733416,0.0030045782,0.19187316,0.004198678,0.0026524668,0.0024517134,0.03376959,0.0011631859,0.06909109,0.035122465,0.2522065,0.40405926],"study_design_scores_gemma":[0.0036213545,0.0012824064,0.16211426,0.002256297,0.00030583143,0.00072897814,0.00059149653,0.18618494,0.006412934,0.00013070577,0.6330387,0.003332101],"about_ca_topic_score_codex":0.0004391644,"about_ca_topic_score_gemma":0.0002994312,"teacher_disagreement_score":0.40072715,"about_ca_system_score_codex":0.00075975846,"about_ca_system_score_gemma":0.0005149422,"threshold_uncertainty_score":0.99945235},"labels":[],"label_agreement":null},{"id":"W2248995366","doi":"10.55601/jsm.v16i2.245","title":"Pengembangan Sistem Informasi Produksi pada Nikko Bakery","year":2015,"lang":"id","type":"article","venue":"Jurnal SIFO Mikroskil","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Tellabs (Canada)","funders":"","keywords":"Physics; Operating system; Computer science","score_opus":0.03732323649833953,"score_gpt":0.25979194389538535,"score_spread":0.22246870739704583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2248995366","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":[0.6333538,0.016347356,0.04424859,0.019359792,0.07780943,0.007586625,0.000058305654,0.0038692448,0.19736683],"genre_scores_gemma":[0.8784426,0.00006325896,0.0065752505,0.0008379221,0.0034995226,0.000083943625,0.00003134764,0.00014318689,0.110323],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9924273,0.00074271945,0.0015787844,0.001198239,0.0024618327,0.001591113],"domain_scores_gemma":[0.994168,0.00035928754,0.0011301346,0.0018586846,0.00094536203,0.0015385392],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0031442463,0.00084325665,0.0010114731,0.00035092467,0.00050823006,0.0011770617,0.0026654075,0.00050231605,0.000048699378],"category_scores_gemma":[0.0013061685,0.00078629947,0.00041867013,0.001200896,0.00025699273,0.0019668855,0.0010604026,0.0015445581,0.0035271845],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007638138,0.0031459888,0.20813765,0.0031976947,0.0014864516,0.0035661145,0.1203481,0.0030996583,0.007884248,0.019688424,0.38492852,0.24375333],"study_design_scores_gemma":[0.0031816114,0.0011341998,0.02025792,0.00076110306,0.00009395385,0.0010219468,0.0009520477,0.022687793,0.0015203201,0.00009328123,0.9466869,0.0016089146],"about_ca_topic_score_codex":0.00022407105,"about_ca_topic_score_gemma":0.00012193317,"teacher_disagreement_score":0.5617584,"about_ca_system_score_codex":0.0007296597,"about_ca_system_score_gemma":0.0017624024,"threshold_uncertainty_score":0.9998598},"labels":[],"label_agreement":null},{"id":"W2520395520","doi":"10.14710/jkt.v18i1.506","title":"Genangan Banjir Pasang Pada Kawasan Pemukiman di Kecamatan Sayung, Kabupaten Demak – Provinsi Jawa Tengah","year":2015,"lang":"id","type":"article","venue":"Jurnal Kelautan Tropis","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Physics; Forestry; Geography","score_opus":0.03327835155292082,"score_gpt":0.2557689437768565,"score_spread":0.2224905922239357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2520395520","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":[0.91133666,0.0066138273,0.027924117,0.008004359,0.016723331,0.0038979568,0.00018836095,0.0022606857,0.023050707],"genre_scores_gemma":[0.9803305,0.00009663755,0.004624319,0.00038595623,0.0028937887,0.00009899464,0.000059307353,0.00028728985,0.011223164],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9876057,0.0020287207,0.0023084288,0.0023454318,0.0030517802,0.0026599239],"domain_scores_gemma":[0.9914998,0.00048305202,0.0017251428,0.0029048908,0.0008933413,0.0024938162],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.002103426,0.0015025917,0.0017991782,0.0007528286,0.0009211712,0.0019399987,0.00398749,0.00081149925,0.00018197735],"category_scores_gemma":[0.000981877,0.0013612506,0.00072611443,0.0016471932,0.0004851863,0.0018092131,0.001326631,0.0025149642,0.0029224798],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00072195247,0.0025337501,0.6051474,0.0020683538,0.0022638042,0.008121086,0.09000775,0.0011983643,0.018480046,0.0054749977,0.109383434,0.15459901],"study_design_scores_gemma":[0.012005175,0.0037713074,0.46609607,0.0027858643,0.00068697333,0.0031889188,0.004822354,0.22624938,0.0039436924,0.00042628747,0.26985794,0.0061660493],"about_ca_topic_score_codex":0.0013909147,"about_ca_topic_score_gemma":0.00052507705,"teacher_disagreement_score":0.22505102,"about_ca_system_score_codex":0.001508431,"about_ca_system_score_gemma":0.0018766851,"threshold_uncertainty_score":0.99978626},"labels":[],"label_agreement":null},{"id":"W2559982988","doi":"","title":"Pengaruh implementasi sistem informasi akuntansi terhadap penggunaan dan kepuasan pengguna di institut pertanian bogor","year":2014,"lang":"id","type":"dissertation","venue":"IPB Business School Repository (Bogor Agricultural University)","topic":"Multimedia Learning Systems","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":"","keywords":"Computer science; Physics; Business administration; Business","score_opus":0.008779576731742343,"score_gpt":0.19877484997038855,"score_spread":0.1899952732386462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2559982988","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":[0.84639156,0.00071829854,0.0027794011,0.00078626204,0.02114665,0.005632897,0.000040307903,0.0019433462,0.1205613],"genre_scores_gemma":[0.8514955,0.00016245831,0.0011083495,0.00014243694,0.002287279,0.000051576433,0.0025215547,0.00016766782,0.14206316],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98805034,0.0014787819,0.0023680388,0.0031543083,0.0026956485,0.0022528819],"domain_scores_gemma":[0.9887389,0.0005302574,0.003190437,0.0023033004,0.003437661,0.0017994639],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0006465127,0.0026073395,0.0023699326,0.0012923025,0.0041404613,0.002953603,0.0057234764,0.0015957175,0.00009595873],"category_scores_gemma":[0.0006037444,0.002304903,0.0010840092,0.0039297673,0.0003955007,0.005870309,0.0012106695,0.0028349054,0.00028609633],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0044336263,0.0062193824,0.41937318,0.030182317,0.010791093,0.023816,0.08848545,0.013194511,0.27358758,0.040341582,0.044895787,0.04467947],"study_design_scores_gemma":[0.004041078,0.00050117064,0.6185427,0.0029730531,0.0010793011,0.0010524737,0.022516336,0.0028172522,0.0034396169,0.0000022730937,0.33844376,0.0045910166],"about_ca_topic_score_codex":0.0015802977,"about_ca_topic_score_gemma":0.0018619447,"teacher_disagreement_score":0.29354796,"about_ca_system_score_codex":0.0030970317,"about_ca_system_score_gemma":0.0018320294,"threshold_uncertainty_score":0.9997004},"labels":[],"label_agreement":null},{"id":"W2600891359","doi":"10.23887/jptk-undiksha.v9i1.2877","title":"TANAH LONGSOR : MEMPERKECIL RESIKO BENCANA MENGGUNAKAN SISTEM INFORMASI GEOGRAFIS ( Studi Kasus : Kecamatan Kokap, Kulon Progo, DIY )","year":2012,"lang":"id","type":"article","venue":"Jurnal Pendidikan Teknologi dan Kejuruan","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Physics; Humanities","score_opus":0.026782910981630992,"score_gpt":0.26483699675575734,"score_spread":0.23805408577412634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2600891359","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":[0.9379661,0.013345292,0.001069401,0.0027350923,0.012916672,0.0042920117,0.00010529399,0.0020944304,0.025475705],"genre_scores_gemma":[0.9788095,0.00072173896,0.004560859,0.00041624406,0.002522226,0.0003896347,0.00013523998,0.00026160764,0.012182963],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9817508,0.0024723732,0.0037435999,0.0025312442,0.003927065,0.0055749165],"domain_scores_gemma":[0.9878368,0.0012431542,0.0030897195,0.0042395894,0.00082214345,0.0027686434],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.006496835,0.002365671,0.0027312296,0.0016259219,0.0021229335,0.0019556251,0.006706411,0.0012319102,0.00034163214],"category_scores_gemma":[0.0020749753,0.002137235,0.0011784808,0.002964971,0.001072031,0.0049007344,0.0031122344,0.0038383163,0.0022199121],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005234906,0.0031527579,0.723925,0.0018493851,0.0030430485,0.0015613316,0.03360457,0.00011771554,0.00274295,0.010474246,0.021740653,0.19726484],"study_design_scores_gemma":[0.003753377,0.0032449225,0.61007065,0.001201414,0.0007292068,0.0015252568,0.0065090805,0.0034719915,0.0031864273,0.000040993,0.36233503,0.00393168],"about_ca_topic_score_codex":0.0009887137,"about_ca_topic_score_gemma":0.001399622,"teacher_disagreement_score":0.34059435,"about_ca_system_score_codex":0.0020172761,"about_ca_system_score_gemma":0.0011874012,"threshold_uncertainty_score":0.99917614},"labels":[],"label_agreement":null},{"id":"W2611450219","doi":"10.29103/tj.v4i1.26","title":"PILIHAN TEKNOLOGI SALURAN SIMPANG BESI TUA- PANGLIMA KAOM PADA SISTEM DRAINASE WILAYAH IV KOTA LHOKSEUMAWE","year":2016,"lang":"id","type":"article","venue":"Teras Jurnal Jurnal Teknik Sipil","topic":"Multimedia Learning Systems","field":"Computer Science","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":"WiLAN (Canada)","funders":"","keywords":"Forestry; Physics; Geography","score_opus":0.021922677895489517,"score_gpt":0.25310470181500955,"score_spread":0.23118202391952003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2611450219","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":[0.95708805,0.0049659153,0.010361639,0.012320369,0.00825225,0.0017357623,0.00014894962,0.001559259,0.0035677978],"genre_scores_gemma":[0.9770594,0.00056941283,0.0015102535,0.0010238845,0.003979106,0.0001020683,0.0000190312,0.00033692413,0.015399882],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98328716,0.0028695662,0.0034451296,0.003053777,0.0034139454,0.003930456],"domain_scores_gemma":[0.9871773,0.0034291924,0.0026148777,0.0034140267,0.0011072983,0.002257301],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.003549414,0.0022323476,0.002443746,0.0012215496,0.0014901311,0.0021183547,0.005960057,0.0010637583,0.00033930424],"category_scores_gemma":[0.0021645464,0.001676968,0.0013540318,0.0020344702,0.0011330597,0.002697433,0.0018245687,0.0025936074,0.0043023303],"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":[0.0020045443,0.0031952534,0.14043717,0.0015170098,0.002551702,0.012857381,0.017829288,0.00023170646,0.3033955,0.0025401541,0.03222811,0.48121217],"study_design_scores_gemma":[0.03859195,0.012057036,0.36678028,0.04044721,0.001752754,0.015395738,0.00291197,0.017117117,0.06603381,0.0010957865,0.42013508,0.017681235],"about_ca_topic_score_codex":0.00021755131,"about_ca_topic_score_gemma":0.00018168818,"teacher_disagreement_score":0.46353093,"about_ca_system_score_codex":0.0015976656,"about_ca_system_score_gemma":0.0017071606,"threshold_uncertainty_score":0.9998098},"labels":[],"label_agreement":null},{"id":"W2615234330","doi":"10.29103/tj.v3i1.44","title":"PENGARUH TATAGUNA LAHAN TERHADAP BESARAN BANJIR DAN SEDIMEN DAS KRUENG KEUREUTO ACEH UTARA","year":2016,"lang":"id","type":"article","venue":"Teras Jurnal Jurnal Teknik Sipil","topic":"Multimedia Learning Systems","field":"Computer Science","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":"Encana (Canada)","funders":"","keywords":"Forestry; Geography","score_opus":0.02197092487131443,"score_gpt":0.27795203797955903,"score_spread":0.2559811131082446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2615234330","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":[0.93053555,0.0049362294,0.021448381,0.015188453,0.014975644,0.0021687688,0.00014409842,0.0014956939,0.009107167],"genre_scores_gemma":[0.96453315,0.0004449185,0.003176431,0.0015882927,0.005450592,0.00007619207,0.000024095842,0.00033758342,0.024368739],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9852684,0.00231921,0.0029127973,0.0027220084,0.003524025,0.0032535428],"domain_scores_gemma":[0.99008775,0.0019746388,0.0019706904,0.0030135256,0.00077055505,0.002182865],"candidate_categories":["metaepi_narrow","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0037825014,0.0019259056,0.0020165236,0.0010158769,0.0012934176,0.0020272955,0.0058760447,0.00083425146,0.0006591202],"category_scores_gemma":[0.0009676275,0.0014792671,0.0009704007,0.0013090066,0.0007723842,0.003349165,0.0016606246,0.0029554341,0.0040629883],"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":[0.0011281951,0.0024994907,0.08946275,0.0010795498,0.0025049895,0.006608907,0.03235985,0.0004622811,0.41492343,0.0030454108,0.064410985,0.38151413],"study_design_scores_gemma":[0.014524102,0.003700358,0.074219845,0.00859509,0.0006397021,0.006322571,0.0010273177,0.018552376,0.03682664,0.00038125255,0.8287674,0.006443308],"about_ca_topic_score_codex":0.00025005994,"about_ca_topic_score_gemma":0.00006528876,"teacher_disagreement_score":0.76435643,"about_ca_system_score_codex":0.001109414,"about_ca_system_score_gemma":0.0012282227,"threshold_uncertainty_score":0.99950266},"labels":[],"label_agreement":null},{"id":"W2623470272","doi":"10.29103/tj.v3i2.36","title":"STUDI ANALISA KAPASITAS DEBIT TERHADAP KEBUTUHAN AIR BERSIH PROYEKSI TAHUN 2009 - 2014 PADA IPA BANTUAN OXFAM (PDAM TIRTA MON PASE) KABUPATEN ACEH UTARA","year":2017,"lang":"id","type":"article","venue":"Teras Jurnal Jurnal Teknik Sipil","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Physics; Forestry; Humanities; Geography","score_opus":0.0266196187995245,"score_gpt":0.2802894692668899,"score_spread":0.2536698504673654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2623470272","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":[0.9600994,0.005568239,0.002699263,0.010378965,0.011242774,0.0028375825,0.0002531817,0.0008046786,0.0061159017],"genre_scores_gemma":[0.9741835,0.00062921195,0.002902912,0.001069579,0.0050994707,0.00012987829,0.000066485394,0.0003368403,0.015582122],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98339313,0.0019193507,0.0033426262,0.0033214896,0.0042498508,0.0037735673],"domain_scores_gemma":[0.9852742,0.00071206124,0.0047936793,0.0056435373,0.0011595269,0.0024169912],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.004034278,0.0024594772,0.0028606334,0.0010247517,0.0044141836,0.0049944967,0.01001372,0.0010544846,0.0006116828],"category_scores_gemma":[0.00084046356,0.0022617336,0.0013408177,0.0007874163,0.0011406376,0.0043337964,0.0028836736,0.0041391137,0.003008711],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017052628,0.0055319476,0.5150579,0.0015011695,0.0055792565,0.0110751325,0.028596709,0.0016718673,0.021811213,0.00076780183,0.27754962,0.1291521],"study_design_scores_gemma":[0.011785696,0.005637664,0.59110045,0.0057893577,0.0016148532,0.003296729,0.0013731387,0.06714269,0.009357361,0.00025934872,0.29554194,0.007100772],"about_ca_topic_score_codex":0.0026676047,"about_ca_topic_score_gemma":0.00048383273,"teacher_disagreement_score":0.12205133,"about_ca_system_score_codex":0.0011389301,"about_ca_system_score_gemma":0.0014260829,"threshold_uncertainty_score":0.9988142},"labels":[],"label_agreement":null},{"id":"W2736816756","doi":"10.31328/jointecs.v2i1.411","title":"Sistem Pengambil Keputusan untuk Menentukan Kelayakan Penerima Kredit Mobil di PT. Adira Finance Cabang Kota Pasuruan","year":2017,"lang":"en","type":"article","venue":"JOINTECS (Journal of Information Technology and Computer Science)","topic":"Multimedia Learning Systems","field":"Computer Science","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":"Adidas (Canada)","funders":"","keywords":"Documentation; Business; Finance; Process (computing); Software; Accounting; Computer science; Operating system","score_opus":0.008382888126834678,"score_gpt":0.23031683592393126,"score_spread":0.22193394779709658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2736816756","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3191691,0.0001801654,0.6710603,0.0043144263,0.003549127,0.00028520147,0.0000025424376,0.00021462211,0.001224456],"genre_scores_gemma":[0.9438188,0.00006302924,0.055644732,0.00019660333,0.00018356123,0.000008842739,8.6292516e-7,0.0000071952622,0.000076394215],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9970284,0.0000633433,0.0011215584,0.00036185636,0.0008683062,0.00055655435],"domain_scores_gemma":[0.9953254,0.00007477116,0.002252651,0.0013029278,0.0008465167,0.00019777329],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0023690946,0.00028498782,0.00051747303,0.0015621867,0.0014351242,0.0014403146,0.0043729865,0.00022934422,0.000005142123],"category_scores_gemma":[0.00033563832,0.00023709767,0.00012457781,0.0008272071,0.0011079821,0.0068892473,0.0013070452,0.0007150467,0.000039332877],"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":[0.000036698322,0.00013086123,0.013675419,0.00011643336,0.000081022445,0.000098284334,0.005805922,0.0010506198,0.0016507249,0.09269793,0.0025040556,0.882152],"study_design_scores_gemma":[0.0034481976,0.0022105817,0.083508335,0.00092190766,0.000037475846,0.004240617,0.00075554464,0.81549394,0.015094377,0.0036041648,0.06949231,0.00119256],"about_ca_topic_score_codex":0.00002606973,"about_ca_topic_score_gemma":0.000006616316,"teacher_disagreement_score":0.88095945,"about_ca_system_score_codex":0.00017513937,"about_ca_system_score_gemma":0.0004353492,"threshold_uncertainty_score":0.9998649},"labels":[],"label_agreement":null},{"id":"W2769662385","doi":"10.24910/jsustain/1.2/6367","title":"Rainwater Harvesting-Based Marginal Land Irrigation Technology: A Case Study in Ngawen Sub-district of Gunungkidul Regency, Indonesia","year":2013,"lang":"en","type":"article","venue":"International Journal of Sustainable Future for Human Security","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":4,"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":"Universitas Islam Indonesia; University of Waterloo","keywords":"Rainwater harvesting; Irrigation; Environmental science; Agriculture; Drainage; Rainfed agriculture; Productivity; Agricultural engineering; Drip irrigation; Hydrology (agriculture); Water resource management; Geography; Engineering; Agronomy","score_opus":0.008752611295484675,"score_gpt":0.2713003737507368,"score_spread":0.26254776245525213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2769662385","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":[0.9857181,0.0001023095,0.011002155,0.0015811428,0.0005363882,0.00097647164,0.000005257214,0.000035309295,0.000042908272],"genre_scores_gemma":[0.99714386,8.347857e-7,0.0022359819,0.00002609821,0.00042353087,0.00007043388,0.0000075668445,0.000015169766,0.00007651709],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976312,0.00019269362,0.0009065864,0.0002824286,0.0006525478,0.0003345765],"domain_scores_gemma":[0.9958607,0.00015033348,0.0010288293,0.00029258613,0.0025745598,0.00009299511],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013729916,0.00019912024,0.0003703644,0.0012599799,0.00012431316,0.00022040127,0.0012268781,0.00014918527,0.000016705966],"category_scores_gemma":[0.00024640275,0.00017344854,0.00012661923,0.00051384384,0.00007362925,0.0009633382,0.00016927479,0.00046261644,0.0000020395914],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024621063,0.0021453302,0.9225868,0.0004687814,0.00038614715,0.014740547,0.017234769,0.0015769963,0.0013016906,0.032556314,0.0016360757,0.0051203184],"study_design_scores_gemma":[0.051083364,0.010012173,0.54549474,0.0015419481,0.0002787815,0.019909652,0.11931552,0.08824672,0.011343096,0.13941331,0.010416556,0.0029441386],"about_ca_topic_score_codex":0.0013748785,"about_ca_topic_score_gemma":0.00030838905,"teacher_disagreement_score":0.3770921,"about_ca_system_score_codex":0.00036858427,"about_ca_system_score_gemma":0.00029152524,"threshold_uncertainty_score":0.70730263},"labels":[],"label_agreement":null},{"id":"W2775735043","doi":"10.21776/ub.pengairan.2017.008.02.10","title":"SIMULASI INDEKS PENGGUNAAN AIR (IPA) GUNA PENGHEMATAN AIR IRIGASI DI D.I. SONOSARI DAN D.I. PAKIS KABUPATEN MALANG","year":2017,"lang":"id","type":"article","venue":"Jurnal Teknik Pengairan","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Forestry; Environmental science; Geography","score_opus":0.03541392895344104,"score_gpt":0.30044894008838496,"score_spread":0.26503501113494393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2775735043","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":[0.929852,0.0019780295,0.0069638984,0.010174092,0.013633763,0.0035126708,0.00016354077,0.0016602756,0.032061692],"genre_scores_gemma":[0.9793919,0.00014189527,0.0022166912,0.00043863637,0.0032261913,0.0001047309,0.000058457736,0.00035581418,0.0140657],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9859908,0.0018940234,0.002591226,0.0031609382,0.003171676,0.0031913316],"domain_scores_gemma":[0.98544264,0.0011292027,0.0034613563,0.007316664,0.0007382938,0.0019118468],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.004489051,0.0020151017,0.0024699664,0.0007801836,0.005375935,0.0036008665,0.011156979,0.0012419876,0.00023875516],"category_scores_gemma":[0.0020911372,0.0019848268,0.0012427617,0.00064512517,0.0011150463,0.0041025793,0.0034797185,0.0046147,0.0036096522],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00097254314,0.0039893375,0.6782962,0.003799545,0.00289285,0.0095410375,0.072669886,0.00515034,0.01891712,0.005919633,0.023746142,0.17410538],"study_design_scores_gemma":[0.006499758,0.0011692562,0.77120423,0.002678511,0.00036439506,0.0008442796,0.0016807677,0.105917364,0.005600037,0.0001793076,0.10002741,0.0038346893],"about_ca_topic_score_codex":0.0016088388,"about_ca_topic_score_gemma":0.0006478411,"teacher_disagreement_score":0.17027068,"about_ca_system_score_codex":0.0007921084,"about_ca_system_score_gemma":0.0010639926,"threshold_uncertainty_score":0.9992592},"labels":[],"label_agreement":null},{"id":"W2794846653","doi":"10.36456/waktu.v15i1.437","title":"PEMANFAATAN LAHAN SEMPADAN SUNGAI BERBASIS SIG (SISTEM INFORMASI GEOGRAFIS)","year":2017,"lang":"id","type":"article","venue":"Waktu","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Forestry; Physics; Geography","score_opus":0.025946432839787547,"score_gpt":0.2763280527707619,"score_spread":0.25038161993097435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2794846653","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44517082,0.004364554,0.013737329,0.022004142,0.03676555,0.0050492245,0.00008816227,0.0028361678,0.46998405],"genre_scores_gemma":[0.88500994,0.00007076943,0.0034580694,0.0003376184,0.0012162402,0.000056980793,0.00002749122,0.00008500239,0.10973788],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99443024,0.00037813527,0.0010873282,0.001210534,0.0014141501,0.0014796092],"domain_scores_gemma":[0.99211586,0.00028782,0.0014396368,0.0050751963,0.00034454235,0.00073694036],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017980144,0.00074191904,0.00091220904,0.0002660944,0.0022882519,0.0037959528,0.005697813,0.00046777283,0.00012305935],"category_scores_gemma":[0.0007833637,0.0007380332,0.00045163004,0.00029123187,0.00046519702,0.002322762,0.0019916259,0.00093072007,0.0040350994],"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":[0.0001152756,0.00086146424,0.39099336,0.0023457336,0.00111557,0.0011273483,0.06302654,0.00023272407,0.0020039557,0.017259559,0.068914205,0.45200425],"study_design_scores_gemma":[0.00155064,0.0003312136,0.14342411,0.0007494051,0.00009672238,0.00011373049,0.0003586923,0.040646207,0.0014731922,0.000063762134,0.8098773,0.001315036],"about_ca_topic_score_codex":0.00091407454,"about_ca_topic_score_gemma":0.00073874113,"teacher_disagreement_score":0.7409631,"about_ca_system_score_codex":0.00025030455,"about_ca_system_score_gemma":0.00038011806,"threshold_uncertainty_score":0.99968183},"labels":[],"label_agreement":null},{"id":"W28369467","doi":"10.1093/hmg/ddx085","title":"LKP : Rancang Bangun Aplikasi Wajib Lapor Perusahaan Pada Dinas Tenaga Kerja Pemkot Surabaya","year":2013,"lang":"en","type":"dissertation","venue":"Human Molecular Genetics","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":0,"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":"Canadian Institutes of Health Research","keywords":"Humanities; Computer science; Physics; Art","score_opus":0.012408015869784326,"score_gpt":0.2575057678345601,"score_spread":0.24509775196477576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W28369467","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":[0.9572753,0.00878675,0.015098488,0.00014756249,0.004032049,0.0021175235,0.00001869702,0.0006360281,0.011887641],"genre_scores_gemma":[0.93599343,0.000143703,0.023227237,0.00025185428,0.0007557686,0.00036956466,0.0014377134,0.0003858439,0.037434906],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99474305,0.0004337972,0.000986741,0.0014858753,0.0013779441,0.0009725658],"domain_scores_gemma":[0.99587184,0.00009082754,0.000753751,0.0023535283,0.0005225751,0.00040747502],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00043841972,0.00089133147,0.00085982797,0.00044297884,0.0004099431,0.00073872326,0.0026295483,0.00070800516,0.00021378066],"category_scores_gemma":[0.0001178315,0.0009148821,0.00044604985,0.00044889035,0.000082856706,0.000154642,0.00028859236,0.0009115926,0.00071350276],"study_design_candidate":"bench_or_experimental","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":[0.00005502101,0.00088467787,0.0039266227,0.0033870672,0.0015504275,0.0024219335,0.02882987,0.0014812214,0.755043,0.020032533,0.036793288,0.1455943],"study_design_scores_gemma":[0.010335179,0.0026261394,0.4392929,0.0047362004,0.0014332368,0.00047285995,0.0040997094,0.07908657,0.19985694,0.0050930073,0.2340613,0.01890596],"about_ca_topic_score_codex":0.00039436173,"about_ca_topic_score_gemma":0.00023666846,"teacher_disagreement_score":0.5551861,"about_ca_system_score_codex":0.00016414894,"about_ca_system_score_gemma":0.000309437,"threshold_uncertainty_score":0.99933016},"labels":[],"label_agreement":null},{"id":"W2896919064","doi":"10.32679/jth.v9i1.432","title":"Potensi Pasang Surut Lahan Rawa untuk Pengembangan Irigasi di Kabupaten Merauke Menggunakan Pemodelan Hidrodinamika 1D2D","year":2018,"lang":"en","type":"article","venue":"Jurnal Teknik Hidraulik","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Estuary; Hydrology (agriculture); STREAMS; Irrigation; Environmental science; Dry season; Ecology; Geology; Oceanography; Biology","score_opus":0.017725165656584815,"score_gpt":0.25236016661195826,"score_spread":0.23463500095537343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2896919064","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":[0.7965751,0.001374402,0.1222711,0.014331573,0.010987896,0.001985761,0.000049710357,0.0036226625,0.04880178],"genre_scores_gemma":[0.98348427,0.0000403764,0.0090017365,0.00042833743,0.0022446546,0.000043901524,0.000028105615,0.00012615418,0.004602464],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99366134,0.00073028635,0.0010663038,0.001495596,0.0015318705,0.0015146037],"domain_scores_gemma":[0.99556047,0.00030726308,0.0006570499,0.0020411876,0.0006467245,0.00078731356],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012770748,0.0007692689,0.0009356686,0.00056382496,0.0008582353,0.00078659185,0.002939124,0.00038591685,0.00011443924],"category_scores_gemma":[0.0002916188,0.0006934145,0.00031989923,0.0010798846,0.00036953582,0.0014983178,0.00079793495,0.0010512631,0.0020171616],"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":[0.0006561468,0.0020867079,0.087579854,0.000632103,0.0018914293,0.005685307,0.058955055,0.0015426923,0.11096469,0.060575794,0.14584357,0.52358663],"study_design_scores_gemma":[0.0065831547,0.0036015117,0.120677166,0.0008843574,0.00023441353,0.003297471,0.0009450932,0.43632805,0.017160643,0.0031585263,0.40214175,0.0049878624],"about_ca_topic_score_codex":0.00046181015,"about_ca_topic_score_gemma":0.00019566635,"teacher_disagreement_score":0.5185988,"about_ca_system_score_codex":0.00034753757,"about_ca_system_score_gemma":0.00034952728,"threshold_uncertainty_score":0.9995517},"labels":[],"label_agreement":null},{"id":"W2908410696","doi":"10.29122/jstmc.v14i1.2680","title":"MENGULAS PENYEBAB BANJIR DI WILAYAH DKI JAKARTA DARI SUDUT PANDANG GEOLOGI, GEOMORFOLOGI DAN MORFOMETRI SUNGAI","year":2013,"lang":"id","type":"article","venue":"Jurnal Sains & Teknologi Modifikasi Cuaca","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Geography; Flood myth; Cartography; Forestry; Archaeology","score_opus":0.024315990279693292,"score_gpt":0.2512308823036845,"score_spread":0.22691489202399123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2908410696","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":[0.9555402,0.0064918585,0.0128074065,0.0062863627,0.0074745896,0.0036649008,0.00007840238,0.001992199,0.0056640855],"genre_scores_gemma":[0.9821876,0.00076960353,0.0049990835,0.0010059951,0.0019304797,0.0004407278,0.00014354564,0.00024172784,0.008281193],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9810992,0.0038310026,0.003319923,0.0040715574,0.002628083,0.005050271],"domain_scores_gemma":[0.9868393,0.002833319,0.0025251259,0.0046883025,0.0013598867,0.0017540787],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.004428482,0.0024653154,0.0029979744,0.0020242757,0.0023332373,0.0025933338,0.008301673,0.0024728111,0.0007273805],"category_scores_gemma":[0.0047579813,0.0021752105,0.0012166927,0.0036414105,0.0018705488,0.0027394649,0.0039316495,0.0060799965,0.0060671484],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003866804,0.004108099,0.6811,0.0008302675,0.0029548584,0.0035227663,0.014498762,0.012424979,0.025183551,0.006323678,0.05117737,0.19748898],"study_design_scores_gemma":[0.005460371,0.0035187698,0.51699597,0.0006509411,0.00041339314,0.0015862453,0.0018905682,0.39632204,0.003484958,0.00057583704,0.064448096,0.0046528243],"about_ca_topic_score_codex":0.004659594,"about_ca_topic_score_gemma":0.00042537623,"teacher_disagreement_score":0.38389707,"about_ca_system_score_codex":0.0014939843,"about_ca_system_score_gemma":0.001089019,"threshold_uncertainty_score":0.99896556},"labels":[],"label_agreement":null},{"id":"W2937452384","doi":"10.36002/jutik.v4i1.397","title":"SISTEM INFORMASI PERAMALAN PERSEDIAAN BARANG MENGGUNAKAN METODE WEIGHTED MOVING AVERAGE","year":2018,"lang":"en","type":"article","venue":"Jurnal Teknologi Informasi dan Komputer","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Eagle Ridge Hospital","funders":"","keywords":"Statistics; Computer science; Operations research; Mathematics; Business administration; Operations management; Business; Engineering","score_opus":0.01304672185047251,"score_gpt":0.23713896188494452,"score_spread":0.224092240034472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2937452384","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4073165,0.00021144615,0.49556464,0.0024400908,0.008449981,0.0014663645,0.0000049088685,0.0036130126,0.08093307],"genre_scores_gemma":[0.91260666,0.000025647358,0.07983571,0.0017786557,0.0023629975,0.00005243193,0.000028570359,0.000060623934,0.0032486864],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9952271,0.0002394775,0.0013143485,0.0007358002,0.0010640268,0.00141925],"domain_scores_gemma":[0.9966884,0.00026818688,0.0006624962,0.0013917758,0.0004739408,0.0005151641],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0012775391,0.0006745795,0.00069081405,0.00065497117,0.00072593894,0.0010666928,0.002809857,0.00044599926,0.00003196877],"category_scores_gemma":[0.00018140512,0.0005546896,0.00034927996,0.0008641159,0.00030832321,0.0035275877,0.0011714593,0.0010681951,0.0004488963],"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":[0.00018452496,0.00040613243,0.058854364,0.0005120031,0.0010757775,0.0009884405,0.09996758,0.001755639,0.0031791271,0.11787029,0.01001621,0.7051899],"study_design_scores_gemma":[0.001805505,0.0008379667,0.020174593,0.00018435791,0.000025412573,0.001015707,0.00039758437,0.5116202,0.0026480185,0.000072077906,0.46007815,0.0011403805],"about_ca_topic_score_codex":0.000014458334,"about_ca_topic_score_gemma":0.0000144659525,"teacher_disagreement_score":0.7040495,"about_ca_system_score_codex":0.00031188637,"about_ca_system_score_gemma":0.00028194507,"threshold_uncertainty_score":0.9999703},"labels":[],"label_agreement":null},{"id":"W2946749382","doi":"10.26760/rekaracana.v5i1.31","title":"Evaluasi Kapasitas Spillway Bendungan Darma sebagai Salah Satu Dasar dari Aspek Keamanan Bendungan (Hal. 31-38)","year":2019,"lang":"id","type":"article","venue":"RekaRacana Jurnal Teknil Sipil","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Spillway; Hydrology (agriculture); Flood myth; Environmental science; Physics; Geography; Geology; Geotechnical engineering; Archaeology","score_opus":0.01665305457641364,"score_gpt":0.2568729424833597,"score_spread":0.24021988790694604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946749382","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":[0.88594997,0.0098154545,0.002091014,0.005207265,0.019775677,0.0041598044,0.00021726576,0.0013434183,0.07144014],"genre_scores_gemma":[0.94266915,0.00042240575,0.0037282468,0.0011610587,0.003641972,0.000064959124,0.00018246935,0.00044756723,0.047682177],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9810009,0.002461499,0.0032778352,0.004114071,0.0052184276,0.003927272],"domain_scores_gemma":[0.987256,0.001223302,0.0027174868,0.005138471,0.0011934348,0.0024712866],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0055938475,0.0023356136,0.0028403031,0.0013354978,0.001353438,0.0021626004,0.006620056,0.0013173149,0.001109313],"category_scores_gemma":[0.0010389906,0.002358362,0.001287375,0.002890177,0.0005742905,0.0025337848,0.0019692886,0.0047421376,0.012531693],"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":[0.0011390675,0.0046615624,0.13663206,0.0036803188,0.00704046,0.0060663586,0.037076887,0.00595789,0.14330547,0.022537708,0.25330266,0.37859955],"study_design_scores_gemma":[0.009684503,0.0032032314,0.16131034,0.0029765218,0.001011182,0.0020383622,0.0015635958,0.105155855,0.010585845,0.00034878813,0.69538987,0.0067319013],"about_ca_topic_score_codex":0.002176853,"about_ca_topic_score_gemma":0.0004111325,"teacher_disagreement_score":0.4420872,"about_ca_system_score_codex":0.00194536,"about_ca_system_score_gemma":0.003283863,"threshold_uncertainty_score":0.9999792},"labels":[],"label_agreement":null},{"id":"W2950696033","doi":"10.59697/jtik.v2i2.659","title":"SISTEM APLIKASI PEMBAYARAN SERVICE DAN PENJUALAN SPARE PART SEPEDA MOTOR HONDA PADA CV. ANEKA TEKNIK BINJAI","year":2018,"lang":"id","type":"article","venue":"JTIK (Jurnal Teknik Informatika Kaputama)","topic":"Multimedia Learning Systems","field":"Computer Science","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":"Kootenay Association for Science & Technology","funders":"","keywords":"Physics; Humanities; Computer science; Art","score_opus":0.025366517171957786,"score_gpt":0.25786861393785515,"score_spread":0.23250209676589736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2950696033","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":[0.845238,0.002308714,0.012402185,0.009056272,0.034541864,0.007882722,0.0008094547,0.0044406815,0.08332011],"genre_scores_gemma":[0.9352782,0.00026361394,0.009771433,0.007769558,0.010854974,0.00035352292,0.0004139399,0.00049586606,0.03479892],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9838047,0.0012091246,0.0046924697,0.002085245,0.004458015,0.0037504612],"domain_scores_gemma":[0.9859973,0.00092948816,0.0038470349,0.0043928903,0.0024718295,0.00236142],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0035168356,0.0024052986,0.0025173414,0.0012905725,0.0023355612,0.004109343,0.0068429327,0.0013172199,0.0006614355],"category_scores_gemma":[0.000765059,0.0023093976,0.0009619738,0.0034603365,0.0008142694,0.0062626917,0.0024573475,0.0030621223,0.016667346],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024957792,0.0035792221,0.051385358,0.017953917,0.004724562,0.0019196704,0.272399,0.0021801204,0.022181356,0.0059386543,0.38445055,0.23079182],"study_design_scores_gemma":[0.0045141866,0.0023837544,0.01792008,0.0028151444,0.00026463333,0.0018478445,0.004664518,0.1470774,0.0038479196,0.000049597857,0.81103855,0.0035763604],"about_ca_topic_score_codex":0.0009302315,"about_ca_topic_score_gemma":0.00058388716,"teacher_disagreement_score":0.42658803,"about_ca_system_score_codex":0.0011560277,"about_ca_system_score_gemma":0.0020652933,"threshold_uncertainty_score":0.99997926},"labels":[],"label_agreement":null},{"id":"W2952507882","doi":"10.29122/alami.v3i1.3403","title":"PENGECEKAN DAN PERBAIKAN SECARA LANGSUNG FLOOD EARLY WARNING SYSTEM (FEWS) DI ALIRAN SUNGAI CIBONGAS, KABUPATEN BOGOR","year":2019,"lang":"id","type":"article","venue":"Jurnal Alami Jurnal Teknologi Reduksi Risiko Bencana","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"Universitas Sam Ratulangi; Universitas Riau; London School of Economics and Political Science","keywords":"Physics; Humanities; Operating system; Computer science","score_opus":0.01391820709841098,"score_gpt":0.23364253920936862,"score_spread":0.21972433211095763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2952507882","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":[0.9651382,0.0053708497,0.0012952243,0.0017266409,0.011838897,0.0023737524,0.00011147218,0.0015376793,0.010607305],"genre_scores_gemma":[0.98423624,0.0003470428,0.0012656857,0.00019697698,0.0030264081,0.00010014675,0.000084940686,0.00038968795,0.01035286],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9801158,0.003539313,0.0038756793,0.0039320504,0.004076989,0.0044602165],"domain_scores_gemma":[0.98820114,0.0011416461,0.0036530748,0.0038517755,0.0011568952,0.0019954697],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.004694462,0.0024868003,0.0033903155,0.0016658442,0.0016929395,0.0027915626,0.007410675,0.0018138745,0.00024005903],"category_scores_gemma":[0.00074833183,0.0022828302,0.0015285163,0.0026472257,0.00056141516,0.0025856618,0.0020046239,0.00661579,0.003670736],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041941798,0.00082263065,0.90503883,0.0020312397,0.0025288004,0.0059728893,0.020215185,0.0021773041,0.027129078,0.0049750647,0.004548556,0.024140978],"study_design_scores_gemma":[0.0068680854,0.004005844,0.80927414,0.006492317,0.00090319687,0.0068496913,0.009550169,0.12983043,0.0036302675,0.000048657428,0.017301902,0.0052453196],"about_ca_topic_score_codex":0.004076141,"about_ca_topic_score_gemma":0.0004329611,"teacher_disagreement_score":0.12765314,"about_ca_system_score_codex":0.0023586557,"about_ca_system_score_gemma":0.0015918443,"threshold_uncertainty_score":0.9996067},"labels":[],"label_agreement":null},{"id":"W2954664705","doi":"10.20961/mateksi.v7i2.36510","title":"PERENCANAAN STRUKTUR BENDUNGAN BANDUNGHARJO DESA BANDUNGHARJO - KECAMATAN TOROH KABUPATEN GROBOGAN","year":2019,"lang":"id","type":"article","venue":"Matriks Teknik Sipil","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Physics; Forestry; Geography","score_opus":0.01152594785203859,"score_gpt":0.2239336404198091,"score_spread":0.2124076925677705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2954664705","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":[0.93208444,0.003972975,0.0024837255,0.0026091994,0.01926051,0.004277543,0.00030210317,0.0021894956,0.032820012],"genre_scores_gemma":[0.9292394,0.0001233007,0.00276219,0.00030326293,0.0016578279,0.000080696795,0.0001532596,0.00029399025,0.06538608],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.988239,0.0012140216,0.0020720323,0.0031294727,0.0024750938,0.0028703907],"domain_scores_gemma":[0.99165463,0.000747169,0.0012971954,0.0043364386,0.0005745633,0.0013900037],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002018823,0.0017199549,0.0020429257,0.0007761467,0.0007665258,0.0021235151,0.005271583,0.0011350621,0.0039787083],"category_scores_gemma":[0.0003547024,0.0017191914,0.00076088635,0.0017158363,0.00030764824,0.0018700924,0.0016612434,0.0021801987,0.018065777],"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":[0.00082903786,0.0030928603,0.4240863,0.007116161,0.003350745,0.0023045156,0.05919257,0.0018995415,0.13952316,0.027638802,0.19581904,0.13514726],"study_design_scores_gemma":[0.012226973,0.0030976816,0.23368776,0.002893278,0.0007296331,0.0009055183,0.0029795805,0.12358584,0.01637364,0.00038527264,0.5945388,0.008596025],"about_ca_topic_score_codex":0.0026257178,"about_ca_topic_score_gemma":0.00039614734,"teacher_disagreement_score":0.39871976,"about_ca_system_score_codex":0.00093790743,"about_ca_system_score_gemma":0.001120667,"threshold_uncertainty_score":0.9995547},"labels":[],"label_agreement":null},{"id":"W2958501180","doi":"10.25077/jmu.8.2.84-92.2019","title":"PERAMALAN BEBAN LISTRIK JANGKA MENENGAH DI WILAYAH TELUK KUANTAN DENGAN METODE FUZZY TIME SERIES CHENG","year":2019,"lang":"id","type":"article","venue":"Jurnal Matematika UNAND","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Mathematics","score_opus":0.009094762381076746,"score_gpt":0.22681684152869014,"score_spread":0.21772207914761338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2958501180","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":[0.97692716,0.0020034902,0.00070951134,0.0014142304,0.004166805,0.0018297324,0.000062872794,0.0005226544,0.012363538],"genre_scores_gemma":[0.94965583,0.0001353389,0.002298224,0.0001833706,0.00087462645,0.000057387348,0.000042623367,0.00017308509,0.046579525],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9917302,0.0014321989,0.001891304,0.0014911075,0.0018674089,0.0015877895],"domain_scores_gemma":[0.99461645,0.0007087071,0.0014044921,0.002065936,0.00043276043,0.0007716323],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027106097,0.0011257743,0.0018379079,0.00048133914,0.000719541,0.0022795699,0.0024984383,0.0005911747,0.0005433989],"category_scores_gemma":[0.0004130597,0.0009972589,0.00046053284,0.0009650769,0.000200368,0.0020255987,0.00081162463,0.0015416442,0.00894726],"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":[0.0012074249,0.0027070798,0.3354432,0.027763715,0.005014902,0.0027856529,0.117295586,0.0051553156,0.433571,0.029628612,0.029210946,0.010216561],"study_design_scores_gemma":[0.018482076,0.0069220355,0.30432802,0.028420035,0.0018096365,0.008850383,0.007690807,0.37224564,0.10373303,0.0013293506,0.13150793,0.014681043],"about_ca_topic_score_codex":0.00022623547,"about_ca_topic_score_gemma":0.000033434175,"teacher_disagreement_score":0.3670903,"about_ca_system_score_codex":0.00040910637,"about_ca_system_score_gemma":0.00047397072,"threshold_uncertainty_score":0.9992478},"labels":[],"label_agreement":null},{"id":"W2972759951","doi":"10.29103/tj.v9i2.233","title":"STUDI PEMETAAN DAERAH GENANGAN BANJIR DAS SEI KAMBING DENGAN SISTEM INFORMASI GEOGRAFIS","year":2019,"lang":"en","type":"article","venue":"Teras Jurnal Jurnal Teknik Sipil","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Flood myth; Hydrology (agriculture); Return period; Watershed; Drainage basin; 100-year flood; Environmental science; Flooding (psychology); Flood mitigation; Flood stage; Geography; Geology; Cartography; Archaeology","score_opus":0.011337229439999999,"score_gpt":0.2529059577745279,"score_spread":0.24156872833452792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972759951","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":[0.9775463,0.00085680396,0.007463222,0.0007079117,0.003790206,0.0008431962,0.0000050442213,0.0008002888,0.007987056],"genre_scores_gemma":[0.98445505,0.00005083462,0.006625653,0.0008832597,0.00094704283,0.000033091615,0.000013463211,0.00009320176,0.006898403],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99363583,0.00051662547,0.001483432,0.0010218325,0.0019185806,0.0014236972],"domain_scores_gemma":[0.9958579,0.0004858234,0.00093148946,0.0016037985,0.000420221,0.00070077105],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022419211,0.0007468676,0.0009794745,0.00064192346,0.000631711,0.0012781057,0.003054231,0.00026567068,0.000070340786],"category_scores_gemma":[0.00020793495,0.0006547552,0.00050383445,0.0010513492,0.00010943142,0.0022579667,0.0009263599,0.0015912452,0.0015713988],"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":[0.00021015407,0.00093719095,0.6155676,0.0009260153,0.0017975118,0.0011518472,0.029816568,0.0031428088,0.07015967,0.010509135,0.0058685243,0.25991297],"study_design_scores_gemma":[0.007859968,0.0016857319,0.3492399,0.0015003618,0.00025068314,0.0033596104,0.0012826198,0.075498804,0.012706351,0.0002138356,0.54254806,0.003854064],"about_ca_topic_score_codex":0.000083539424,"about_ca_topic_score_gemma":0.000031978656,"teacher_disagreement_score":0.53667957,"about_ca_system_score_codex":0.0003758876,"about_ca_system_score_gemma":0.00039250663,"threshold_uncertainty_score":0.99975866},"labels":[],"label_agreement":null},{"id":"W2979959833","doi":"10.37058/aks.v1i1.832","title":"Regulasi Pintu Air Untuk Optimasi Pengelolaan Pintu Air Irigasi Pada Daerah Irigasi Cimulu","year":2019,"lang":"id","type":"article","venue":"Akselerasi Jurnal Ilmiah Teknik Sipil","topic":"Multimedia Learning Systems","field":"Computer Science","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":"Encana (Canada)","funders":"","keywords":"Environmental science","score_opus":0.012361203460955969,"score_gpt":0.23974603176704368,"score_spread":0.2273848283060877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979959833","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":[0.8923246,0.005377217,0.00996788,0.013076009,0.029992044,0.0066318824,0.00012214566,0.003457764,0.039050426],"genre_scores_gemma":[0.9140448,0.00044685308,0.011229802,0.0027904306,0.0039003415,0.00019270314,0.00011176861,0.0006927915,0.0665905],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9778537,0.0027944806,0.004209114,0.005225613,0.004995145,0.0049219388],"domain_scores_gemma":[0.9838704,0.0019360132,0.0030246268,0.0065494035,0.0020332693,0.002586271],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0041262466,0.0031777394,0.0038042986,0.0015194549,0.0015875243,0.0018703935,0.008634745,0.0018533191,0.0012418894],"category_scores_gemma":[0.0009823038,0.003263188,0.0017268315,0.0035319068,0.001001709,0.0040836176,0.0025326326,0.005854162,0.023270385],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029331231,0.010752342,0.1136046,0.007538789,0.007830117,0.00517735,0.05723447,0.046059523,0.17023683,0.024736332,0.30067417,0.25322238],"study_design_scores_gemma":[0.013030628,0.0049408115,0.078025505,0.005072469,0.0006167308,0.0026835937,0.001724482,0.1356958,0.02151713,0.00044514303,0.72811407,0.008133667],"about_ca_topic_score_codex":0.0012832461,"about_ca_topic_score_gemma":0.0002300377,"teacher_disagreement_score":0.4274399,"about_ca_system_score_codex":0.0018567763,"about_ca_system_score_gemma":0.0029248393,"threshold_uncertainty_score":0.9997123},"labels":[],"label_agreement":null},{"id":"W2980231104","doi":"10.37058/aks.v1i1.833","title":"Tinjauan Dan Alternatif Pengendali Banjir (Floodway) Di Daerah Sukaasih Kecamatan Purbaratu Kota Tasikmalaya","year":2019,"lang":"id","type":"article","venue":"Akselerasi Jurnal Ilmiah Teknik Sipil","topic":"Multimedia Learning Systems","field":"Computer Science","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":"WiLAN (Canada)","funders":"","keywords":"Physics; Forestry; Geography","score_opus":0.014747357427274198,"score_gpt":0.24655174871146748,"score_spread":0.23180439128419328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980231104","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":[0.9422947,0.0040152087,0.0014415974,0.00216478,0.01900425,0.0029249245,0.0001601464,0.0011057468,0.026888626],"genre_scores_gemma":[0.95215595,0.0004062143,0.0021126403,0.000798549,0.0035971946,0.00010635089,0.00014037566,0.00043851382,0.04024423],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9831896,0.0020809032,0.0031541332,0.0039112465,0.0039932765,0.0036708445],"domain_scores_gemma":[0.9884439,0.0011315257,0.0023224428,0.0050772647,0.001087439,0.0019374446],"candidate_categories":["metaepi_narrow","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0030569134,0.0022591606,0.0025425798,0.0010535961,0.0010773599,0.0034270117,0.007848745,0.0010946149,0.0013562281],"category_scores_gemma":[0.0005664879,0.002316108,0.0010603106,0.0023325777,0.00048119004,0.0029818125,0.0021038847,0.0041080643,0.01793083],"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":[0.00064977177,0.004318481,0.56483734,0.0027112733,0.0036271815,0.003304537,0.031778853,0.0022774297,0.161298,0.013500288,0.073071755,0.1386251],"study_design_scores_gemma":[0.012559302,0.0033629364,0.26122054,0.0031476885,0.0005798326,0.002726536,0.0018279336,0.12194272,0.025310187,0.0001316294,0.5593573,0.007833373],"about_ca_topic_score_codex":0.001096277,"about_ca_topic_score_gemma":0.00017204217,"teacher_disagreement_score":0.48628554,"about_ca_system_score_codex":0.0009663052,"about_ca_system_score_gemma":0.0015253559,"threshold_uncertainty_score":0.99955666},"labels":[],"label_agreement":null},{"id":"W2981448335","doi":"","title":"SISTEM APLIKASI PENJUALAN DAN PEMBELIAN PADA PANGLONG SINAR GEMILANG JAYA","year":2018,"lang":"id","type":"article","venue":"","topic":"Multimedia Learning Systems","field":"Computer Science","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":"Kootenay Association for Science & Technology","funders":"","keywords":"Business; Information system; Marketing; Engineering","score_opus":0.024223274721213644,"score_gpt":0.26296384809778356,"score_spread":0.23874057337656993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981448335","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34916604,0.0022398597,0.095757894,0.009481406,0.026103921,0.003415124,0.000027315515,0.003826481,0.509982],"genre_scores_gemma":[0.8622312,0.000019732042,0.012426959,0.0007551508,0.0026759172,0.00003252719,0.000017768263,0.00009814483,0.12174261],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9937871,0.0007737183,0.0010119894,0.0016818664,0.0012621965,0.0014831005],"domain_scores_gemma":[0.9953969,0.00045125704,0.0005401769,0.0023927211,0.0005133433,0.0007055721],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014484046,0.000724672,0.0007818972,0.00041401992,0.00073251466,0.0010890265,0.0026395074,0.0004151032,0.00060966524],"category_scores_gemma":[0.00029995598,0.00066612876,0.0002829704,0.0014207838,0.000454121,0.0007269023,0.0010263654,0.00062893,0.009776373],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020990525,0.0018256016,0.24241413,0.0022735856,0.001206674,0.001925555,0.10743548,0.00008083753,0.03780702,0.04636209,0.29028437,0.26817474],"study_design_scores_gemma":[0.0022676669,0.0018078343,0.03877907,0.0014095532,0.00013046023,0.0004729775,0.0037366864,0.18183592,0.008397663,0.00006314718,0.75838387,0.002715127],"about_ca_topic_score_codex":0.0012009767,"about_ca_topic_score_gemma":0.0006288966,"teacher_disagreement_score":0.51306516,"about_ca_system_score_codex":0.00029097844,"about_ca_system_score_gemma":0.00035599264,"threshold_uncertainty_score":0.99994797},"labels":[],"label_agreement":null},{"id":"W2986602855","doi":"10.33021/jmem.v4i2.827","title":"Identifikasi Genangan Banjir yang Terjadi di Kecamatan Cikampek, Kabupaten Karawang","year":2019,"lang":"en","type":"article","venue":"Journal of Mechanical Engineering and Mechatronics","topic":"Multimedia Learning Systems","field":"Computer Science","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":"WiLAN (Canada); Encana (Canada)","funders":"","keywords":"Hydrology (agriculture); Drainage; Geography; Human settlement; Flood myth; Allotment; Water resource management; Environmental science; Geology; Archaeology; Ecology","score_opus":0.005432845306782115,"score_gpt":0.19706017155041386,"score_spread":0.19162732624363174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2986602855","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4357023,0.0015588471,0.5583006,0.00040630522,0.0036072216,0.00020806324,0.0000025424852,0.00015723167,0.0000568549],"genre_scores_gemma":[0.96916395,0.00010432901,0.03021202,0.00003467571,0.0002756453,0.0000028554023,0.0000011648441,0.00003654509,0.00016882198],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.997918,0.00007495895,0.0006526272,0.0003087402,0.0005778977,0.00046773802],"domain_scores_gemma":[0.9985318,0.00019331182,0.00035583996,0.0004714148,0.00013064529,0.00031695308],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013582492,0.00023993095,0.00049281656,0.00024054662,0.000055789213,0.00021395023,0.00085429533,0.0001720284,0.0000183763],"category_scores_gemma":[0.00018589874,0.00020476205,0.00018784626,0.00023745961,0.000009186443,0.00056556694,0.0002468617,0.0006711041,0.000048650512],"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":[0.00012238849,0.0003199609,0.0012876692,0.0010840062,0.00087352813,0.0004437715,0.0035927047,0.08581835,0.5507602,0.2790778,0.000789974,0.075829655],"study_design_scores_gemma":[0.0015678543,0.00064936944,0.0006055576,0.00053728174,0.000048168833,0.00075040304,0.00011747319,0.970836,0.008995974,0.0005724018,0.0147941485,0.0005253894],"about_ca_topic_score_codex":0.000009656784,"about_ca_topic_score_gemma":0.0000010535293,"teacher_disagreement_score":0.88501763,"about_ca_system_score_codex":0.00012765345,"about_ca_system_score_gemma":0.00010307647,"threshold_uncertainty_score":0.83499545},"labels":[],"label_agreement":null},{"id":"W2990960378","doi":"10.33751/komputasi.v15i2.1381","title":"PERANCANGAN SISTEM INFORMASI ADMINISTRASI DI BADAN PERENCANAAN PEMBANGUNAN DAN PENELITIAN PENGEMBANGAN DAERAH KOTA DEPOK","year":2019,"lang":"id","type":"article","venue":"Komputasi Jurnal Ilmiah Ilmu Komputer dan Matematika","topic":"Multimedia Learning Systems","field":"Computer Science","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":"Encana (Canada)","funders":"","keywords":"Humanities; Computer science; Art","score_opus":0.014738299024046515,"score_gpt":0.24327847365311933,"score_spread":0.2285401746290728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990960378","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":[0.9422697,0.0021296132,0.011537635,0.002936256,0.016298035,0.0053664665,0.00011368433,0.0017656067,0.01758305],"genre_scores_gemma":[0.9629884,0.00013404005,0.018195089,0.0010888048,0.002944739,0.00016060148,0.00041438785,0.00057585497,0.013498125],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.97844654,0.0025413448,0.0054329126,0.0043394184,0.0046077804,0.0046319827],"domain_scores_gemma":[0.9852882,0.0010829017,0.0036571603,0.0054886816,0.0013577319,0.003125295],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0034007356,0.0034702497,0.004098333,0.0015133753,0.0015887272,0.0065726554,0.008294608,0.0014824569,0.00034709272],"category_scores_gemma":[0.00026477393,0.0034490493,0.0017416602,0.002341428,0.00061698776,0.0042006425,0.003038589,0.003836221,0.0033029807],"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":[0.0010644027,0.0064396453,0.21921225,0.053816196,0.008656625,0.010298654,0.21324545,0.018269684,0.018785993,0.054116853,0.038851388,0.35724285],"study_design_scores_gemma":[0.011904058,0.005995614,0.21797572,0.014514126,0.0009381951,0.011128266,0.006638024,0.40736878,0.0041359556,0.000120520264,0.30768186,0.011598888],"about_ca_topic_score_codex":0.0005179,"about_ca_topic_score_gemma":0.0005331069,"teacher_disagreement_score":0.3890991,"about_ca_system_score_codex":0.0013521401,"about_ca_system_score_gemma":0.0024861852,"threshold_uncertainty_score":0.99981385},"labels":[],"label_agreement":null},{"id":"W2991185732","doi":"10.32511/juteks.v4i2.613","title":"STUDI PERENCANAAN PENINGKATAN JARINGAN IRIGASI PADA DAERAH IRIGASI KODI DI KABUPATEN SUMBA BARAT DAYA","year":2019,"lang":"id","type":"article","venue":"JUTEKS Jurnal Teknik Sipil","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Forestry; Environmental science; Physics; Hydrology (agriculture); Mathematics; Geography; Engineering; Geotechnical engineering","score_opus":0.020406476774464194,"score_gpt":0.2537742602882775,"score_spread":0.2333677835138133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991185732","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":[0.94522953,0.0030814272,0.002594986,0.0027229686,0.017165229,0.0024608446,0.00008993001,0.0010038561,0.025651217],"genre_scores_gemma":[0.93853074,0.00019411105,0.0018724967,0.00041499216,0.0024552923,0.00007897191,0.00007916314,0.00029115452,0.05608308],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98574823,0.0015603391,0.0025640815,0.0034136085,0.003520896,0.0031928576],"domain_scores_gemma":[0.99034667,0.00096691237,0.0018724165,0.0041961437,0.0008972737,0.0017205996],"candidate_categories":["metaepi_narrow","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0030307923,0.001899015,0.0024027466,0.0008030751,0.0012519752,0.002748703,0.0063094185,0.00090756046,0.0005618303],"category_scores_gemma":[0.0005306594,0.0018298966,0.00089094497,0.0018638484,0.0004805529,0.0023227015,0.002544933,0.0037069574,0.008438089],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037191992,0.0016302158,0.8199757,0.0014987729,0.0018707275,0.0022549587,0.028097663,0.0014300318,0.03623437,0.0033699947,0.030691661,0.07257402],"study_design_scores_gemma":[0.009284771,0.0034131422,0.4839944,0.0033467505,0.00058469875,0.0014647283,0.0023695447,0.111842036,0.0052509503,0.00014953726,0.37201557,0.0062838723],"about_ca_topic_score_codex":0.0037668673,"about_ca_topic_score_gemma":0.00086020486,"teacher_disagreement_score":0.3413239,"about_ca_system_score_codex":0.0012230737,"about_ca_system_score_gemma":0.0017456192,"threshold_uncertainty_score":0.9993754},"labels":[],"label_agreement":null},{"id":"W2998905655","doi":"","title":"MEMINIMALISIR BANJIR DENGAN SISTEM PEMANENAN AIR HUJAN","year":2019,"lang":"id","type":"article","venue":"Seminar Nasional Teknik (SEMNASTEK) UISU","topic":"Multimedia Learning Systems","field":"Computer Science","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":"Encana (Canada)","funders":"","keywords":"Environmental science","score_opus":0.011308700167649026,"score_gpt":0.23960874757048345,"score_spread":0.2283000474028344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2998905655","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":[0.94866663,0.0061139427,0.0007768889,0.003544939,0.015694533,0.0037510644,0.00013339714,0.0013917141,0.019926867],"genre_scores_gemma":[0.84033287,0.00010382058,0.0045539215,0.0007214337,0.0018322482,0.00009333993,0.0001349233,0.0002868626,0.15194055],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9859972,0.0016611408,0.0023281118,0.003517242,0.003852995,0.0026432828],"domain_scores_gemma":[0.98983085,0.0025507852,0.0015613107,0.003779135,0.0008641625,0.0014137544],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0034221099,0.0018011178,0.0021460012,0.0008731038,0.00086880155,0.00073841837,0.0050283317,0.0011820896,0.00054217136],"category_scores_gemma":[0.00080297195,0.001764969,0.0010895511,0.001961028,0.00046859143,0.0013719528,0.0023437226,0.0022777861,0.023624025],"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":[0.0015912915,0.005395544,0.06778723,0.010194299,0.0025444906,0.0046204003,0.047205374,0.0024372712,0.54642975,0.027754383,0.21958482,0.06445515],"study_design_scores_gemma":[0.0066259247,0.0037562076,0.043727174,0.009681054,0.00036644336,0.002701519,0.004889821,0.054460667,0.07549901,0.0002881573,0.79163826,0.006365761],"about_ca_topic_score_codex":0.00016547766,"about_ca_topic_score_gemma":0.00006116613,"teacher_disagreement_score":0.57205343,"about_ca_system_score_codex":0.00082162005,"about_ca_system_score_gemma":0.0012087757,"threshold_uncertainty_score":0.9994734},"labels":[],"label_agreement":null},{"id":"W3009533718","doi":"","title":"PENERIMAAN ATLET SILAT TENTANG ADEGAN PENCAK SILAT INDONESIA PADA FILM THE RAID REDEMPTION (STUDI RESEPSI PADA IKATAN PENCAK SILAT INDONESIA MALANG)","year":2014,"lang":"id","type":"dissertation","venue":"","topic":"Multimedia Learning Systems","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":"","keywords":"Humanities; Art","score_opus":0.020822861870145825,"score_gpt":0.27022575440699026,"score_spread":0.24940289253684444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3009533718","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":[0.9264667,0.003728765,0.009553193,0.0059167556,0.01976617,0.01024704,0.00012640056,0.0020903184,0.02210464],"genre_scores_gemma":[0.95012116,0.00037510807,0.0018588871,0.0008576722,0.0030053123,0.000759197,0.0029852563,0.00049118366,0.039546218],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9784273,0.004092979,0.0039828587,0.004947104,0.005252495,0.0032973],"domain_scores_gemma":[0.9848839,0.002696904,0.0040301858,0.0057944264,0.0014206787,0.001173913],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0050783316,0.0032169542,0.0031938455,0.0012776456,0.003551082,0.0030692462,0.008130541,0.0025111102,0.0010983942],"category_scores_gemma":[0.00086594064,0.002535722,0.0013126906,0.0029392971,0.0007986612,0.0022462048,0.0015915092,0.0043400847,0.0033994226],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029474557,0.0023845127,0.52363175,0.0068620536,0.0034288026,0.001974654,0.09651979,0.0054070423,0.09049881,0.010611998,0.2118886,0.043844517],"study_design_scores_gemma":[0.008055269,0.0021160305,0.7097796,0.0047942754,0.001324217,0.0010620476,0.020208586,0.18375058,0.008153653,0.00020846346,0.05108429,0.00946299],"about_ca_topic_score_codex":0.005045053,"about_ca_topic_score_gemma":0.0037565597,"teacher_disagreement_score":0.18614784,"about_ca_system_score_codex":0.0010555352,"about_ca_system_score_gemma":0.001289075,"threshold_uncertainty_score":0.99981475},"labels":[],"label_agreement":null},{"id":"W3013987698","doi":"","title":"PERANCANGAN SISTEM APLIKASI BIAYA SERVICE PADA PT. ALFA SCORPII BRAHRANG UNTUK MEMPERMUDAH SISTEM PELAPORAN","year":2017,"lang":"id","type":"article","venue":"","topic":"Multimedia Learning Systems","field":"Computer Science","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":"Kootenay Association for Science & Technology","funders":"","keywords":"Data presentation; Computer science; Service (business); Database; Data processing; Operating system; Business","score_opus":0.03785381767814433,"score_gpt":0.2736046663352284,"score_spread":0.23575084865708407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013987698","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":[0.6865525,0.0043119835,0.020487882,0.045985524,0.03417405,0.006181714,0.00010173448,0.0032720657,0.19893254],"genre_scores_gemma":[0.890217,0.0000738365,0.0070243366,0.001743693,0.0017505573,0.000093626775,0.000035874058,0.00021639977,0.0988447],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98944,0.0011527204,0.001876534,0.0029831547,0.0023626555,0.0021849268],"domain_scores_gemma":[0.9871535,0.00069200556,0.0020284974,0.007766277,0.0010758619,0.0012838849],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0026041307,0.0014733452,0.0019118234,0.00039886095,0.0036628002,0.0057199784,0.008756669,0.00082316215,0.000558025],"category_scores_gemma":[0.0005565031,0.0014124117,0.0007236369,0.0008359841,0.00048506458,0.0024694505,0.0023337922,0.0014120984,0.0056503443],"study_design_candidate":"not_applicable","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":[0.0007663627,0.0039653946,0.25550357,0.018951861,0.004385649,0.0051940493,0.1189905,0.0016606974,0.08194305,0.04352446,0.04804657,0.41706786],"study_design_scores_gemma":[0.009754218,0.0009031829,0.14157948,0.005195243,0.0005223083,0.0008993989,0.004230944,0.38545758,0.010164595,0.000113182214,0.43451327,0.006666618],"about_ca_topic_score_codex":0.011069079,"about_ca_topic_score_gemma":0.008898316,"teacher_disagreement_score":0.41040123,"about_ca_system_score_codex":0.00048956694,"about_ca_system_score_gemma":0.0009701313,"threshold_uncertainty_score":0.9998016},"labels":[],"label_agreement":null},{"id":"W3023179275","doi":"","title":"SISTEM APLIKASI PERSEDIAAN BARANG JADI MENGGUNAKAN METODE FIFO PADA PT.PRIMA INDAH UNTUK MENGHINDARI REDUNDANSI LAPORAN PERSEDIAAN","year":2017,"lang":"id","type":"article","venue":"","topic":"Multimedia Learning Systems","field":"Computer Science","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":"Kootenay Association for Science & Technology","funders":"","keywords":"Finished good; Business; Database; Order (exchange); Operations management; Agricultural science; Business administration; Computer science; Engineering; Production (economics); Economics; Finance; Environmental science; Microeconomics","score_opus":0.031699469235250216,"score_gpt":0.2788897645191607,"score_spread":0.24719029528391048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3023179275","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28819382,0.005397571,0.04082037,0.041610584,0.053176437,0.009372159,0.000337507,0.004611389,0.55648017],"genre_scores_gemma":[0.9105842,0.00014617087,0.0138758365,0.000727677,0.0031104384,0.00014578107,0.000073195944,0.0002932364,0.071043424],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9856831,0.0017072296,0.0023286561,0.0038252822,0.0033322554,0.0031235057],"domain_scores_gemma":[0.9856495,0.0008966318,0.0024146817,0.008116012,0.0009015496,0.002021599],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.004880536,0.0020104547,0.002515942,0.00075186323,0.0051311892,0.007133139,0.008901767,0.0012852432,0.0011940621],"category_scores_gemma":[0.0016572021,0.0019504928,0.001124554,0.0007178658,0.0015784625,0.0031954898,0.002412163,0.0026186265,0.0035071434],"study_design_candidate":"not_applicable","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":[0.0008133485,0.0033879953,0.07082319,0.004403894,0.0058985716,0.0045695067,0.33256024,0.0009775184,0.02748539,0.05987557,0.12081836,0.36838642],"study_design_scores_gemma":[0.009602867,0.0014129892,0.037616313,0.001548692,0.0007057877,0.00041006337,0.011370205,0.1707401,0.00739922,0.00019334308,0.7528877,0.0061126864],"about_ca_topic_score_codex":0.0068608928,"about_ca_topic_score_gemma":0.0018422124,"teacher_disagreement_score":0.63206935,"about_ca_system_score_codex":0.0010505365,"about_ca_system_score_gemma":0.0019607272,"threshold_uncertainty_score":0.9997525},"labels":[],"label_agreement":null},{"id":"W3036151878","doi":"10.36378/jtos.v3i1.436","title":"IMPLEMENTASI METODE MOORA (MULTI OBJECTIVE OPTIMIZATION ON THE BASIC OF RATIO ANALYSIS) UNTUK REKOMENDASI PEMILIHAN TYPE SEPEDA MOTOR TERBAIK (Studi Kasus : CV. Satu Hati Perkasa)","year":2020,"lang":"en","type":"article","venue":"JURNAL TEKNOLOGI DAN OPEN SOURCE","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Computer science; Process (computing); Operating system","score_opus":0.06371344210926701,"score_gpt":0.3127580142152291,"score_spread":0.2490445721059621,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036151878","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25277573,0.00027128917,0.7319408,0.008578069,0.00059018005,0.003183214,0.00006577501,0.00040980818,0.0021851459],"genre_scores_gemma":[0.9727687,0.000026124748,0.025332237,0.00085893035,0.00015480984,0.00007764036,0.00003506211,0.000040810002,0.000705687],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99576545,0.0012157287,0.0008254756,0.00094054354,0.00074274006,0.00051008596],"domain_scores_gemma":[0.99679404,0.0006434011,0.0009034996,0.0010681993,0.0003762906,0.00021454481],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013372526,0.0004007247,0.0007843873,0.0002747151,0.00045416047,0.0005226137,0.0031844229,0.00014775222,0.00010863061],"category_scores_gemma":[0.0010835695,0.00029048347,0.00023947461,0.002336231,0.00014366338,0.0005597987,0.0014036031,0.0006102105,0.000059594568],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014799641,0.0012787607,0.12932521,0.00020760993,0.008001463,0.00017529457,0.102759965,0.655457,0.03877137,0.008133174,0.010599034,0.043811142],"study_design_scores_gemma":[0.0016302061,0.0013059023,0.01619312,0.00006384365,0.0002948297,0.00001670082,0.0066906754,0.96402323,0.0051296516,0.000013641284,0.0040947148,0.0005434919],"about_ca_topic_score_codex":0.00028885307,"about_ca_topic_score_gemma":0.000058626203,"teacher_disagreement_score":0.719993,"about_ca_system_score_codex":0.00023347275,"about_ca_system_score_gemma":0.00026324484,"threshold_uncertainty_score":0.99995476},"labels":[],"label_agreement":null},{"id":"W3049126557","doi":"10.25105/psia.v1i2.6605","title":"ANALISIS BENDUNGAN KERING (DRY DAM) CIAWI SEBAGAI UPAYA PENGENDALIAN BANJIR DKI JAKARTA","year":2019,"lang":"id","type":"article","venue":"Prosiding Seminar Intelektual Muda","topic":"Multimedia Learning Systems","field":"Computer 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":"WiLAN (Canada)","funders":"","keywords":"Forestry; Geography","score_opus":0.019638787726703685,"score_gpt":0.25881339556000776,"score_spread":0.23917460783330408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3049126557","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":[0.9688958,0.002602664,0.0037224928,0.0010863035,0.012642256,0.002605507,0.00007087488,0.001148691,0.007225404],"genre_scores_gemma":[0.9742162,0.0001276371,0.0042366493,0.0002913355,0.0014600821,0.0001236473,0.000071246875,0.00027866857,0.019194484],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9895652,0.0010065095,0.0019238212,0.003025791,0.0019396974,0.0025389686],"domain_scores_gemma":[0.993084,0.0012674716,0.0011846945,0.002947727,0.00059391855,0.0009222042],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.002893272,0.0014667513,0.0017041004,0.0008959153,0.0007862517,0.0018181367,0.0040320614,0.0008258825,0.00069968123],"category_scores_gemma":[0.0013144468,0.0015782976,0.000670216,0.0022612326,0.00029265272,0.0018196296,0.0022118355,0.0023043363,0.0063689817],"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":[0.00031672284,0.0012186412,0.31290835,0.004235911,0.0014576629,0.00071428536,0.13811003,0.0010034924,0.4359709,0.0035807234,0.03549362,0.064989686],"study_design_scores_gemma":[0.004272297,0.0039120913,0.030410903,0.013314207,0.00058363203,0.00071099686,0.02261401,0.31193656,0.43591234,0.00013091415,0.16756415,0.008637884],"about_ca_topic_score_codex":0.0009674245,"about_ca_topic_score_gemma":0.000083850464,"teacher_disagreement_score":0.31093305,"about_ca_system_score_codex":0.00090000953,"about_ca_system_score_gemma":0.00059214665,"threshold_uncertainty_score":0.9999974},"labels":[],"label_agreement":null},{"id":"W3088864553","doi":"10.30736/je.v5i2.513","title":"Pemanfaatan Quantum GIS Cloud Untuk Pemetaan Polygon Area Kandang Peternakan di Wilayah Kabupaten Probolinggo","year":2020,"lang":"en","type":"article","venue":"JE-UNISLA","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Livestock; Animal husbandry; Agricultural science; Geography; Geographic information system; Business; Cartography; Forestry; Agriculture; Environmental science","score_opus":0.035214619435370124,"score_gpt":0.24288756847479945,"score_spread":0.20767294903942932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3088864553","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":[0.7935876,0.00070009317,0.1787219,0.012559323,0.0039778976,0.0014160157,0.000055063338,0.0023688597,0.006613192],"genre_scores_gemma":[0.9929637,0.000019683015,0.004530101,0.0004655782,0.0012795042,0.000048569185,0.000031251777,0.00007883815,0.000582801],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9958259,0.00037610665,0.0007462878,0.0011917735,0.0009658194,0.00089410756],"domain_scores_gemma":[0.99727553,0.00022752743,0.0004633166,0.0013336809,0.0001363112,0.0005636214],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00061001995,0.00051008526,0.00070899207,0.00020579167,0.00032902983,0.00057076634,0.0024775518,0.00019756999,0.000056062956],"category_scores_gemma":[0.00034093767,0.00046958996,0.00026220724,0.000833407,0.000121284844,0.0006515809,0.0007619235,0.00066606695,0.0005619071],"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":[0.0005702851,0.0015839392,0.35795936,0.0026848577,0.0017669876,0.004235273,0.21418804,0.017165521,0.12663141,0.11106871,0.08584218,0.07630345],"study_design_scores_gemma":[0.002042214,0.0007297775,0.018849012,0.00035030404,0.000090805224,0.00012692194,0.0004502942,0.8987886,0.00480314,0.0004883797,0.071664646,0.0016159525],"about_ca_topic_score_codex":0.0005978133,"about_ca_topic_score_gemma":0.00004589687,"teacher_disagreement_score":0.881623,"about_ca_system_score_codex":0.00010514127,"about_ca_system_score_gemma":0.00018571298,"threshold_uncertainty_score":0.9997756},"labels":[],"label_agreement":null},{"id":"W3089461954","doi":"10.29303/jbegati.v1i1.158","title":"SISTEM INFORMASI PENGELOLAAN ARSIP SURAT DI KANTOR BPKAD PROVINSI NUSA TENGGARA BARAT BERBASIS WEB DENGAN PHP MYSQL","year":2020,"lang":"id","type":"article","venue":"Jurnal Begawe Teknologi Informasi (JBegaTI)","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Physics; Humanities; Art","score_opus":0.0297268588581661,"score_gpt":0.23744018734456754,"score_spread":0.20771332848640145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3089461954","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":[0.8831133,0.0034219646,0.0038726472,0.016601803,0.009843801,0.0064305607,0.00012430287,0.004362423,0.07222917],"genre_scores_gemma":[0.9846414,0.00057521125,0.002430748,0.0035970106,0.0021564595,0.0002429644,0.00015699046,0.0002387535,0.0059605045],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9843945,0.0011492171,0.0048924913,0.002197014,0.003572588,0.0037942093],"domain_scores_gemma":[0.9881072,0.0013754136,0.0035523043,0.0027840168,0.0015145686,0.0026665106],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0023272156,0.0025499566,0.0028419164,0.0009419546,0.0018811272,0.003575459,0.0069856816,0.0018050038,0.000043048494],"category_scores_gemma":[0.003849185,0.002313688,0.0012882523,0.0034198202,0.0010184912,0.00840974,0.0028958693,0.0055418955,0.002082236],"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":[0.0015661096,0.0013727655,0.565493,0.0061865575,0.00304947,0.0030110406,0.12002795,0.0021509272,0.009534071,0.017607676,0.023354929,0.24664551],"study_design_scores_gemma":[0.007216888,0.0044262577,0.060622968,0.0013149034,0.0004598566,0.001481702,0.0071570505,0.23142101,0.0113563435,0.00000806454,0.6697412,0.004793729],"about_ca_topic_score_codex":0.00007313717,"about_ca_topic_score_gemma":0.00024383668,"teacher_disagreement_score":0.6463863,"about_ca_system_score_codex":0.0013027816,"about_ca_system_score_gemma":0.0035204482,"threshold_uncertainty_score":0.99949086},"labels":[],"label_agreement":null},{"id":"W3094299053","doi":"10.32672/jse.v5i4.2318","title":"Identifikasi Penentuan Skala Prioritas Penanganan Genangan Atau Banjir Di Kecamatan Karawang Barat","year":2020,"lang":"en","type":"article","venue":"Jurnal Serambi Engineering","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Flood myth; Hydrology (agriculture); Geography; River flood; Flooding (psychology); Environmental science; Geology","score_opus":0.01183689540768946,"score_gpt":0.20322567823779597,"score_spread":0.19138878283010652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3094299053","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":[0.689448,0.0011330995,0.2999724,0.003101468,0.0032591235,0.0006837365,0.000012916874,0.0018250913,0.00056417834],"genre_scores_gemma":[0.9900862,0.000016465649,0.008461619,0.00023702513,0.00089796394,0.000022398885,0.000013877585,0.000078454395,0.00018602367],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99698025,0.00009261937,0.0006139905,0.00075350946,0.00077338493,0.00078622764],"domain_scores_gemma":[0.99822336,0.00011832981,0.00018539526,0.0007280678,0.00009735748,0.00064749975],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00041974953,0.00041888526,0.0004632913,0.00018238221,0.00021233642,0.0007869403,0.0016675707,0.00014092882,0.00002556064],"category_scores_gemma":[0.00022194532,0.00042231227,0.00019982387,0.0007765779,0.00002219864,0.0011029304,0.0004775521,0.00068489544,0.00035166493],"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":[0.00007030444,0.00030473966,0.05408415,0.0019786153,0.0009096931,0.003760635,0.041482713,0.18437189,0.63142556,0.014673494,0.013581255,0.053356968],"study_design_scores_gemma":[0.0008815941,0.00014718248,0.06353718,0.0002341856,0.000031095373,0.00021356688,0.000107395506,0.87818366,0.011311924,0.000011079697,0.044344537,0.000996609],"about_ca_topic_score_codex":0.00011776589,"about_ca_topic_score_gemma":0.000013041776,"teacher_disagreement_score":0.6938118,"about_ca_system_score_codex":0.0001939967,"about_ca_system_score_gemma":0.00009047502,"threshold_uncertainty_score":0.99982285},"labels":[],"label_agreement":null},{"id":"W3107372481","doi":"","title":"FUZZY LOGIC MAMDANI PENERIMAAN SEMBAKO UNTUK KELUARGA MISKIN","year":2020,"lang":"id","type":"article","venue":"","topic":"Multimedia Learning Systems","field":"Computer Science","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":"Kootenay Association for Science & Technology","funders":"","keywords":"Government (linguistics); Poverty; Economics; Agriculture; Economic growth; Business; Public economics; Development economics; Geography","score_opus":0.04539324620796208,"score_gpt":0.2594598196717026,"score_spread":0.21406657346374053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3107372481","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019592328,0.0028535076,0.23354119,0.09132677,0.0087063685,0.002413188,0.000026345724,0.0033249224,0.63821536],"genre_scores_gemma":[0.92017126,0.000082972736,0.034861267,0.010714852,0.0023477217,0.000036275622,0.000019575118,0.0001176944,0.031648356],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9943634,0.0007317311,0.00091901375,0.0017159263,0.0011207114,0.0011491606],"domain_scores_gemma":[0.99678594,0.00029192923,0.00042284428,0.0012915429,0.00022495251,0.000982774],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00070190075,0.00066691614,0.0008364881,0.0001354023,0.0002947159,0.0008651784,0.0028774606,0.00035713645,0.0025529163],"category_scores_gemma":[0.00046301246,0.0006161289,0.0003051569,0.0011913221,0.0001777308,0.0005528524,0.001102549,0.00081923127,0.023977809],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027050034,0.0014720082,0.022385053,0.0028142084,0.00096947385,0.003422569,0.08256332,0.004633104,0.08640601,0.20483346,0.46027115,0.12995915],"study_design_scores_gemma":[0.0031014993,0.0016605253,0.0071154307,0.0002468742,0.00011156989,0.00022545255,0.0013938968,0.44943202,0.007667503,0.00076514046,0.5253929,0.0028872213],"about_ca_topic_score_codex":0.00049337064,"about_ca_topic_score_gemma":0.00003574529,"teacher_disagreement_score":0.900579,"about_ca_system_score_codex":0.00014776326,"about_ca_system_score_gemma":0.00039633524,"threshold_uncertainty_score":0.999629},"labels":[],"label_agreement":null},{"id":"W3107750748","doi":"10.32531/jelekn.v6i2.230","title":"APLIKASI PELAPORAN DATA OPERASIONAL SUMUR-SUMUR MINYAK DAN GAS DI PETROGAS ISLAND LIMITED SALAWATI BERBASIS WEB","year":2020,"lang":"id","type":"article","venue":"Electro Luceat","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"","keywords":"Operating system; Computer science","score_opus":0.04389661781339811,"score_gpt":0.263501288212921,"score_spread":0.21960467039952292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3107750748","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":[0.8704306,0.009974998,0.029276412,0.061774068,0.0064028515,0.004125128,0.0008999311,0.0023275304,0.014788519],"genre_scores_gemma":[0.9765711,0.0004546277,0.0062869783,0.0019985554,0.0033143777,0.000057672845,0.0017298487,0.0002573331,0.0093295025],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.98968244,0.0013044289,0.0013882339,0.0033248086,0.0021253289,0.002174779],"domain_scores_gemma":[0.99310637,0.00081832486,0.0006409012,0.0037701519,0.00037886918,0.001285392],"candidate_categories":["metaepi_narrow","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011661361,0.0011882932,0.0013777289,0.00034945272,0.0007520066,0.0012810195,0.0067511266,0.0005065656,0.00052762474],"category_scores_gemma":[0.0011690458,0.0011791575,0.0003524771,0.002293121,0.00028526736,0.0015142135,0.002506452,0.0018646198,0.0026272393],"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":[0.0009167527,0.0017763685,0.12983185,0.0010998385,0.0020543807,0.002792668,0.017034847,0.0008036655,0.12158465,0.0029119197,0.6731522,0.046040833],"study_design_scores_gemma":[0.00341661,0.0014202122,0.0056688096,0.00033828567,0.00028087106,0.00042844118,0.00022013973,0.59252024,0.005206334,0.0000143355255,0.38873258,0.001753115],"about_ca_topic_score_codex":0.00031331362,"about_ca_topic_score_gemma":0.00041338726,"teacher_disagreement_score":0.5917166,"about_ca_system_score_codex":0.0003232651,"about_ca_system_score_gemma":0.0012913136,"threshold_uncertainty_score":0.99975574},"labels":[],"label_agreement":null},{"id":"W31115938","doi":"10.1111/mmi.14308","title":"Desain instruksional / M. Atwi Suparman","year":2001,"lang":"en","type":"article","venue":"Molecular Microbiology","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":0,"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":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; Canada Excellence Research Chairs, Government of Canada","keywords":"Computer science","score_opus":0.007034857262269086,"score_gpt":0.22256058160337133,"score_spread":0.21552572434110226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W31115938","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":[0.7035959,0.0003095366,0.29075056,0.0011703005,0.0007760815,0.0001793575,0.00000299129,0.00023713369,0.0029781477],"genre_scores_gemma":[0.9631948,0.0000057053417,0.03473902,0.0011854023,0.00006448312,0.000014541356,0.000031350068,0.000015685055,0.0007490161],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99862397,0.00027201345,0.00021564316,0.00043067773,0.00006553291,0.00039215843],"domain_scores_gemma":[0.9992221,0.000055335368,0.00007452363,0.0005115153,0.00005066871,0.000085850275],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024894357,0.00014830244,0.00018125151,0.0001187066,0.00007304058,0.000041441726,0.00084885006,0.00013608913,0.00007752959],"category_scores_gemma":[0.00004972923,0.00014020436,0.000076548335,0.0002397147,0.00007874847,0.00007834637,0.00028442038,0.0001792756,0.00083675847],"study_design_candidate":"bench_or_experimental","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":[0.000004933604,0.000034698885,0.0020411515,0.0000041143794,0.000022029484,0.00029294466,0.0001610113,0.00009696998,0.9797496,0.0073169256,0.002123345,0.008152236],"study_design_scores_gemma":[0.00087379996,0.00013483604,0.0011084942,0.000021650967,0.0000059593026,0.0026683253,0.000010847047,0.0061419937,0.059643023,0.00037279024,0.9285778,0.00044048726],"about_ca_topic_score_codex":0.000035945774,"about_ca_topic_score_gemma":0.0000060812126,"teacher_disagreement_score":0.9264544,"about_ca_system_score_codex":0.0000454763,"about_ca_system_score_gemma":0.000053981305,"threshold_uncertainty_score":0.99994123},"labels":[],"label_agreement":null},{"id":"W31452483","doi":"10.1017/s0031182019001240","title":"Microsoft frontpage XP special F/X / Gregorius Agung","year":2002,"lang":"en","type":"article","venue":"Parasitology","topic":"Multimedia Learning Systems","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":"","keywords":"Computer science; Computer graphics (images); Business","score_opus":0.0185799429894771,"score_gpt":0.2592930865013074,"score_spread":0.2407131435118303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W31452483","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40169266,0.0033011413,0.42490315,0.0066774064,0.032228157,0.00096373376,0.00000778522,0.0016348703,0.12859112],"genre_scores_gemma":[0.97184616,0.000016357726,0.020395696,0.00035949523,0.0031591682,0.000026459618,0.0000027105407,0.00002030794,0.004173636],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982715,0.0002203612,0.00028570445,0.0005158457,0.00020077967,0.00050579617],"domain_scores_gemma":[0.99883145,0.00020966654,0.00013393858,0.00065252004,0.000044277844,0.00012812417],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016722355,0.00017588012,0.00030510416,0.00011984654,0.0001354704,0.00008607987,0.0010196331,0.00016081815,0.0004869759],"category_scores_gemma":[0.00012347088,0.00017484106,0.00007914153,0.00021719241,0.000093570125,0.00020524506,0.00015622494,0.00024977146,0.0060916804],"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":[0.00002285075,0.00041023231,0.4327918,0.00006621351,0.00015324146,0.0016765483,0.014277999,0.00021114825,0.00829756,0.030918181,0.361158,0.1500162],"study_design_scores_gemma":[0.0026515208,0.0003587897,0.16703963,0.000041596784,0.000029911449,0.001967891,0.00007891633,0.15173893,0.0034235504,0.0012143927,0.67008454,0.001370324],"about_ca_topic_score_codex":0.00007913715,"about_ca_topic_score_gemma":0.00004938575,"teacher_disagreement_score":0.57015353,"about_ca_system_score_codex":0.000050703384,"about_ca_system_score_gemma":0.000016908598,"threshold_uncertainty_score":0.9946822},"labels":[],"label_agreement":null},{"id":"W3157003965","doi":"10.52722/pcej.v2i1.118","title":"Tinjauan Perencanaan Spillway Bendungan Karalloe di Kabupaten Gowa","year":2020,"lang":"id","type":"article","venue":"Paulus Civil Engineering Journal","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Spillway; Physics; Hydrology (agriculture); Forestry; Geography; Geotechnical engineering; Engineering","score_opus":0.02066466945647753,"score_gpt":0.2111974061924942,"score_spread":0.19053273673601667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3157003965","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07673869,0.008048849,0.86969215,0.01563616,0.020797217,0.00095710607,0.0000400683,0.0017147867,0.0063749636],"genre_scores_gemma":[0.98861855,0.00017978389,0.0052498817,0.00024901298,0.0044268197,0.000011452251,0.000007435638,0.0001580013,0.0010990299],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99452,0.00030364387,0.0012807737,0.00092608476,0.001379871,0.0015896049],"domain_scores_gemma":[0.9961457,0.00022810797,0.00061620906,0.0007429278,0.0002830179,0.0019840263],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011264652,0.00082941295,0.0009328642,0.0003477423,0.00050330366,0.0013918675,0.0025165805,0.00033297256,0.0005707443],"category_scores_gemma":[0.00089894794,0.0008326973,0.00045007528,0.0010085845,0.0000684622,0.00084707537,0.0005640022,0.00289356,0.001113762],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014709157,0.0006373097,0.045792446,0.0036379967,0.0024626194,0.009831764,0.101845786,0.64683366,0.05798104,0.0031122589,0.05304544,0.07467261],"study_design_scores_gemma":[0.0011695126,0.0005049322,0.01567077,0.0006225613,0.00012816611,0.0012319668,0.00015508365,0.92254317,0.0004339254,0.000008143589,0.05641114,0.001120636],"about_ca_topic_score_codex":0.00006223558,"about_ca_topic_score_gemma":0.000038291088,"teacher_disagreement_score":0.9118799,"about_ca_system_score_codex":0.00035601488,"about_ca_system_score_gemma":0.0004929776,"threshold_uncertainty_score":0.999664},"labels":[],"label_agreement":null},{"id":"W31589671","doi":"10.2134/jeq2018.12.0433","title":"REDESAIN TUTORIAL DASAR-DASAR PERMAINAN GITAR DALAM BENTUK BUKU BERGAMBAR DAN MEDIA PENDUKUNG PROMOSI","year":2014,"lang":"en","type":"article","venue":"SKRIPSI Jurusan Seni dan Desain - Fakultas Sastra UM","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Agriculture and Agri-Food Canada","keywords":"Art; Humanities; Artificial intelligence; Computer science","score_opus":0.012162938969307577,"score_gpt":0.23154767558457637,"score_spread":0.2193847366152688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W31589671","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9838072,0.00022823985,0.00083999604,0.00092705933,0.005105845,0.0016595041,0.000076651246,0.0015115759,0.005843916],"genre_scores_gemma":[0.37044385,0.000016742171,0.6230423,0.00022311606,0.0043685944,0.00017061792,0.00039695684,0.00024549247,0.0010923756],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98808247,0.0021172946,0.0019075345,0.0027645517,0.0025416669,0.0025864823],"domain_scores_gemma":[0.9925463,0.0011497416,0.0009985078,0.0034676038,0.00048817747,0.0013496276],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0037717088,0.0014583693,0.0014876074,0.0006481188,0.0010245374,0.0013146036,0.004454186,0.0007677945,0.00010228367],"category_scores_gemma":[0.0018075604,0.0014582763,0.0005631103,0.0014447722,0.0006213859,0.0016892147,0.0010722252,0.0016668697,0.0004897204],"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":[0.00011115842,0.00059628265,0.013246581,0.0002817741,0.00026218407,0.0003503733,0.015411857,0.00039038665,0.011838768,0.03150461,0.0098224385,0.9161836],"study_design_scores_gemma":[0.002735883,0.00059023214,0.008903812,0.0003492847,0.00009882454,0.00025561723,0.0008236538,0.0277883,0.002643726,0.0005427342,0.9534944,0.0017735054],"about_ca_topic_score_codex":0.00040255414,"about_ca_topic_score_gemma":0.00026684723,"teacher_disagreement_score":0.943672,"about_ca_system_score_codex":0.0006416867,"about_ca_system_score_gemma":0.00057442416,"threshold_uncertainty_score":0.9998166},"labels":[],"label_agreement":null},{"id":"W3173259049","doi":"10.30996/exp.v18i1.5210","title":"OPTIMASI PENGELOLAAN AIR BENDUNG CAWAK UNTUK DAERAH IRIGASI CAWAK DENGAN PROGRAM SOLVER (Studi kasus : Kemanteren Nglumber_Kecamatan Kepohbaru_Kabupaten Bojonegoro)","year":2021,"lang":"en","type":"article","venue":"EXTRAPOLASI","topic":"Multimedia Learning Systems","field":"Computer Science","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":"WiLAN (Canada)","funders":"","keywords":"Irrigation; Sowing; Environmental science; Hydrology (agriculture); Drip irrigation; Cropping; Forestry; Geography; Agronomy; Engineering; Agriculture; Biology","score_opus":0.015574288718076857,"score_gpt":0.26864587888816366,"score_spread":0.2530715901700868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3173259049","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":[0.8343972,0.011342105,0.056738563,0.006281064,0.015176282,0.006217239,0.00011999717,0.009429769,0.0602978],"genre_scores_gemma":[0.9355017,0.0000768648,0.058449198,0.00026992286,0.0007618175,0.0002984335,0.00010692181,0.00015696518,0.004378197],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9924216,0.00081146084,0.001289202,0.002153164,0.0014667553,0.0018578079],"domain_scores_gemma":[0.99494416,0.00039150106,0.0005279474,0.0027672274,0.000582205,0.0007869618],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010402742,0.00093137554,0.0011093132,0.00037331338,0.000751679,0.00094781024,0.0027394933,0.00044335012,0.00018552165],"category_scores_gemma":[0.000294326,0.0009484461,0.00047320442,0.0015527402,0.00024456982,0.0013950339,0.0012070803,0.0013235331,0.00060095394],"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":[0.00019481288,0.0064842342,0.24982779,0.0017542562,0.0032712515,0.01458499,0.0616005,0.0024048344,0.06410131,0.025552986,0.059658505,0.5105645],"study_design_scores_gemma":[0.012842697,0.0018699893,0.34114686,0.001958234,0.00052235805,0.005450709,0.0041212076,0.19042356,0.046542007,0.0011389517,0.38548464,0.008498804],"about_ca_topic_score_codex":0.0005499878,"about_ca_topic_score_gemma":0.0008762009,"teacher_disagreement_score":0.5020657,"about_ca_system_score_codex":0.00038005257,"about_ca_system_score_gemma":0.0007374495,"threshold_uncertainty_score":0.9992966},"labels":[],"label_agreement":null},{"id":"W3181790719","doi":"10.53514/jc.v1i1.46","title":"PENERAPAN METODE WEIGHT PRODUCT (WP) DALAM SISTEM PENDUKUNG PENGAMBILAN KEPUTUSAN PENENTUAN PERALATAN PANCING","year":2021,"lang":"id","type":"article","venue":"Journal Computer Science and Informatic Systems J-Cosys","topic":"Multimedia Learning Systems","field":"Computer 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":"Encana (Canada)","funders":"","keywords":"Humanities; Mathematics; Art","score_opus":0.01855880841105892,"score_gpt":0.23941504181574166,"score_spread":0.22085623340468274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3181790719","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":[0.6020712,0.018323619,0.28702986,0.0044304207,0.071524575,0.0041140905,0.000025133371,0.0008124912,0.011668587],"genre_scores_gemma":[0.97626436,0.00049751025,0.015661536,0.00047085952,0.003983775,0.000039512834,0.00001524765,0.00007649215,0.0029907012],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9851633,0.0015042166,0.0039237705,0.0017535968,0.0052135377,0.0024416046],"domain_scores_gemma":[0.98891985,0.0005196019,0.002841493,0.0024242485,0.0034670448,0.0018277542],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.014110937,0.0011643516,0.0019923942,0.0013136768,0.0041731675,0.01842801,0.0041818875,0.00027822863,0.00004818999],"category_scores_gemma":[0.00084495655,0.0009912152,0.00043009047,0.0034133885,0.00065568055,0.012663722,0.0021318828,0.0020117583,0.00028050848],"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":[0.00015940938,0.0022712941,0.05114212,0.02160435,0.0025596183,0.00607061,0.39734128,0.022307737,0.04523355,0.02338752,0.06423651,0.363686],"study_design_scores_gemma":[0.0016221844,0.00052879425,0.008089732,0.0037581716,0.000121003126,0.025084166,0.0030681095,0.903032,0.0014836708,0.000020465579,0.051702123,0.0014895559],"about_ca_topic_score_codex":0.00014821837,"about_ca_topic_score_gemma":0.000035883422,"teacher_disagreement_score":0.8807243,"about_ca_system_score_codex":0.0012507886,"about_ca_system_score_gemma":0.0044203135,"threshold_uncertainty_score":0.9992538},"labels":[],"label_agreement":null},{"id":"W3208050096","doi":"10.33005/envirotek.v13i2.121","title":"ANALISIS SPASIAL TITIK DAN JALUR EVAKUASI DALAM MITIGASI PENGURANGAN RISIKO BENCANA BANJIR DI KECAMATAN MANDONGA KOTA KENDARI","year":2021,"lang":"id","type":"article","venue":"JURNAL ENVIROTEK","topic":"Multimedia Learning Systems","field":"Computer 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":"Encana (Canada)","funders":"","keywords":"Physics","score_opus":0.012893653574434628,"score_gpt":0.2375487359694011,"score_spread":0.22465508239496648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3208050096","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":[0.93634474,0.0043069264,0.021176105,0.0074154884,0.009412595,0.0014018564,0.00028626376,0.00047744968,0.019178554],"genre_scores_gemma":[0.98549193,0.00035000758,0.002880919,0.00046598518,0.0028004227,0.00007415899,0.00015848533,0.00018382809,0.0075942823],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9890346,0.002381876,0.0017530115,0.002294576,0.0026251276,0.001910839],"domain_scores_gemma":[0.99388665,0.00069683505,0.0010268817,0.0026472006,0.00037890367,0.0013635224],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0018045303,0.0011489847,0.0014702317,0.00047141654,0.0011512339,0.0018564895,0.0026940873,0.00061821245,0.0011150443],"category_scores_gemma":[0.00086240686,0.0012187951,0.00084459974,0.0014100955,0.0005477603,0.0011992849,0.0011850987,0.0023855488,0.0011440942],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00066342385,0.0046890853,0.507903,0.0030301393,0.0048618205,0.05033106,0.05946891,0.007135229,0.10778577,0.012784628,0.06751057,0.17383637],"study_design_scores_gemma":[0.005505305,0.00073388364,0.73063886,0.0015160493,0.0005059268,0.0028525805,0.0021903797,0.06560529,0.014177612,0.00010561268,0.17326714,0.002901336],"about_ca_topic_score_codex":0.00092539866,"about_ca_topic_score_gemma":0.00055467273,"teacher_disagreement_score":0.2227359,"about_ca_system_score_codex":0.0006062263,"about_ca_system_score_gemma":0.0011463424,"threshold_uncertainty_score":0.999916},"labels":[],"label_agreement":null},{"id":"W3213262999","doi":"","title":"SISTEM INFORMASI REKAPITULASI DATA REALISASI INVESTASI DI DINAS PENANAMAN MODAL, ESDM DAN TRANSMIGRASI PROVINSI GORONTALO","year":2021,"lang":"id","type":"article","venue":"","topic":"Multimedia Learning Systems","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":"","keywords":"Investment (military); Realization (probability); Service (business); Quarter (Canadian coin); Process (computing); Government (linguistics); Business; Computer science; Engineering; Database; Finance; Operating system; Marketing; Geography","score_opus":0.0582890685754727,"score_gpt":0.27935799491282204,"score_spread":0.22106892633734934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3213262999","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23576652,0.013814224,0.25942138,0.038990796,0.02267087,0.012767186,0.00064325315,0.0072419527,0.4086838],"genre_scores_gemma":[0.8126093,0.0006662031,0.02429864,0.0017945257,0.0012410011,0.00015924586,0.004330003,0.00034395838,0.1545571],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9878349,0.0015129105,0.002516893,0.0035156494,0.002431324,0.0021883731],"domain_scores_gemma":[0.9864499,0.0005284788,0.0009689891,0.009721647,0.0009236878,0.0014072778],"candidate_categories":["metaepi_narrow","scholarly_communication","open_science"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0022565562,0.0013959113,0.0016650694,0.0003284468,0.00090005784,0.0029328326,0.0077779456,0.000763198,0.0001100906],"category_scores_gemma":[0.0010024363,0.0013478155,0.00042597757,0.0021131774,0.00058662536,0.005455854,0.0039811125,0.0015337904,0.00042472102],"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":[0.00033642148,0.0050803623,0.09088917,0.009333103,0.0030493923,0.009425911,0.13664863,0.0014124863,0.013599769,0.24206735,0.13349004,0.35466737],"study_design_scores_gemma":[0.0028304027,0.0005322584,0.021673113,0.0009517263,0.0002658738,0.0009903247,0.0048662117,0.2508543,0.0042834138,0.000052286767,0.7102838,0.0024162617],"about_ca_topic_score_codex":0.0027410646,"about_ca_topic_score_gemma":0.013539874,"teacher_disagreement_score":0.5768428,"about_ca_system_score_codex":0.0005783812,"about_ca_system_score_gemma":0.0032433153,"threshold_uncertainty_score":0.9998791},"labels":[],"label_agreement":null},{"id":"W4223951526","doi":"10.33197/jitter.vol8.iss2.2022.771","title":"PERENCANAAN EMBUNG HIANG, KABUPATEN KUNINGAN, JAWA BARAT","year":2022,"lang":"id","type":"article","venue":"Jurnal Ilmiah Teknologi Infomasi Terapan","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Physics; Forestry; Hydrology (agriculture); Geography; Geology; Geotechnical engineering","score_opus":0.023452629235254138,"score_gpt":0.2501594651885868,"score_spread":0.22670683595333263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4223951526","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":[0.9287896,0.005521227,0.0028252876,0.008006569,0.017651128,0.0020601472,0.0001396442,0.0021531982,0.03285319],"genre_scores_gemma":[0.971763,0.00014374782,0.0020418526,0.0011959805,0.0009581116,0.00027597105,0.000073703195,0.00014250737,0.0234051],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.98914254,0.0022786239,0.0019877,0.001950295,0.0022872845,0.002353563],"domain_scores_gemma":[0.99413496,0.0005498189,0.0015746837,0.0025308477,0.00038500887,0.0008247027],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002078967,0.0011873862,0.0013446943,0.0013338781,0.0026527462,0.0013760654,0.0060493946,0.0005407646,0.0019773522],"category_scores_gemma":[0.00046171722,0.0012094333,0.0006734071,0.00232279,0.00045889147,0.0012757537,0.0036768033,0.004461532,0.0012843562],"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":[0.00038724218,0.0016448348,0.55526173,0.0005147604,0.0015923629,0.006550071,0.09207325,0.0047808634,0.016900137,0.0076603848,0.064054936,0.2485794],"study_design_scores_gemma":[0.0036900684,0.0036685963,0.2274637,0.00035807598,0.00018770328,0.0042632218,0.005123251,0.08065245,0.0013000908,0.00015878667,0.6699003,0.0032337483],"about_ca_topic_score_codex":0.0012715413,"about_ca_topic_score_gemma":0.00021600952,"teacher_disagreement_score":0.60584533,"about_ca_system_score_codex":0.0015654229,"about_ca_system_score_gemma":0.0012551785,"threshold_uncertainty_score":0.9996606},"labels":[],"label_agreement":null},{"id":"W4224936470","doi":"10.18280/ijdne.170217","title":"Estimation of Intensity Duration Frequency for Ungauged Basin in Lampung Province, Indonesia","year":2022,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Rain gauge; Intensity (physics); Environmental science; Structural basin; Drainage basin; Climatology; Meteorology; Hydrology (agriculture); Geography; Cartography; Geology; Precipitation","score_opus":0.0100880347457706,"score_gpt":0.25196997590717857,"score_spread":0.24188194116140796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224936470","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2796012,0.00012316945,0.7179316,0.001004541,0.0010982254,0.0002094895,0.0000057174598,0.000008308551,0.000017725986],"genre_scores_gemma":[0.911859,0.000010728158,0.0879292,0.00009488496,0.00006461525,0.000007514543,0.000010814255,0.0000061590226,0.000017133401],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986084,0.00015385983,0.0005526332,0.0001384859,0.0004489339,0.00009768287],"domain_scores_gemma":[0.9984577,0.0002984966,0.00071749854,0.00009373149,0.00039984664,0.0000327484],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013318035,0.000086233114,0.00019924217,0.00042324106,0.000056373396,0.000057988167,0.0005423885,0.00007986718,0.0000014948724],"category_scores_gemma":[0.00031212342,0.00008307918,0.00006002094,0.00018037095,0.000018812136,0.00050318334,0.00008672878,0.0004726072,1.5368863e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001853469,0.00096217316,0.09489909,0.00022348731,0.0005785486,0.00044278085,0.007899867,0.5382958,0.029497232,0.1801127,0.0011186333,0.14411624],"study_design_scores_gemma":[0.00087442255,0.00023359114,0.02250754,0.00006080011,0.000008347094,0.00028919897,0.00006191101,0.970257,0.00043961732,0.0050915,0.000084981904,0.000091104506],"about_ca_topic_score_codex":0.000017962439,"about_ca_topic_score_gemma":0.000021563936,"teacher_disagreement_score":0.63225776,"about_ca_system_score_codex":0.000221179,"about_ca_system_score_gemma":0.00023427837,"threshold_uncertainty_score":0.33878708},"labels":[],"label_agreement":null},{"id":"W4237550065","doi":"10.31227/osf.io/duy5a","title":"ANALISIS PENANGANAN BANJIR DI JATIMULYA KABUPATEN BEKASI JAWA BARAT","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Multimedia Learning Systems","field":"Computer Science","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":"WiLAN (Canada)","funders":"","keywords":"Culvert; Siltation; Flood myth; Hydrology (agriculture); Water resource management; Geography; Flood prevention; Environmental science; Engineering; Sediment; Geology; Geotechnical engineering; Geomorphology; Archaeology","score_opus":0.02640202357021575,"score_gpt":0.27448967098133664,"score_spread":0.24808764741112088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237550065","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20720962,0.00068310415,0.678342,0.004303682,0.014963511,0.0024716689,0.000060013055,0.0037729612,0.08819345],"genre_scores_gemma":[0.9593529,0.000017420844,0.03483968,0.0002925498,0.0011057868,0.00012099271,0.00007292195,0.00007759346,0.0041201273],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99473774,0.00054705143,0.0008749369,0.0019114141,0.0010901128,0.0008387687],"domain_scores_gemma":[0.9945956,0.00029409214,0.0005941063,0.0036450273,0.00044642662,0.00042476863],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008989084,0.0007154284,0.00089431216,0.00046668417,0.00023649473,0.0010336541,0.004931807,0.00068616186,0.000607614],"category_scores_gemma":[0.00025300856,0.00060788577,0.00038219357,0.0005339724,0.00015143483,0.000419722,0.004566732,0.0010024235,0.0019408036],"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":[0.0000579726,0.0008701512,0.3961682,0.0021038551,0.001956138,0.0007236474,0.03763253,0.013230706,0.0015592808,0.013670432,0.42309475,0.10893236],"study_design_scores_gemma":[0.0007309221,0.0002125989,0.13032052,0.00060558337,0.00007588789,0.00006114469,0.00014251027,0.8436024,0.0015824081,0.00072624325,0.019809844,0.002129925],"about_ca_topic_score_codex":0.0039123143,"about_ca_topic_score_gemma":0.00024075288,"teacher_disagreement_score":0.83037174,"about_ca_system_score_codex":0.00027445736,"about_ca_system_score_gemma":0.00040039507,"threshold_uncertainty_score":0.99963725},"labels":[],"label_agreement":null},{"id":"W4239582258","doi":"10.31219/osf.io/5bzgf","title":"APLIKASI SISTEM INFORMASI GEOGRAFIS (SIG) UNTUK IDENTIFIKASI PERUBAHAN SEMPADAN SUNGAI MUSI DI KOTA PALEMBANG (1922 - 2012)","year":2017,"lang":"id","type":"preprint","venue":"","topic":"Multimedia Learning Systems","field":"Computer 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":"WiLAN (Canada)","funders":"","keywords":"Forestry; Geoprocessing; Humanities; Geography; Physics; Cartography; Art","score_opus":0.03153553542266261,"score_gpt":0.2783627679417629,"score_spread":0.2468272325191003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239582258","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.115733966,0.0094958395,0.27222702,0.011526674,0.15443662,0.019709125,0.00024765654,0.008562315,0.4080608],"genre_scores_gemma":[0.5163257,0.0008254516,0.010679659,0.00068671646,0.0052257427,0.00082193763,0.00064848165,0.00047263427,0.46431366],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9802928,0.0017263999,0.0043082065,0.005177895,0.0045252955,0.003969427],"domain_scores_gemma":[0.9767238,0.0011399875,0.005201395,0.013129019,0.0016981773,0.002107655],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","open_science","research_integrity","insufficient_payload"],"category_scores_codex":[0.006531969,0.0032179242,0.0037724487,0.0014020664,0.003190199,0.011772477,0.016198313,0.0026072068,0.0009867962],"category_scores_gemma":[0.0013381628,0.0031606387,0.0021409863,0.0008563927,0.0011256859,0.004543636,0.014459763,0.005117137,0.007451801],"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":[0.0003813964,0.0032351383,0.24051277,0.022765396,0.007601113,0.0029167286,0.121202044,0.010541488,0.0027737431,0.027965566,0.19242118,0.36768344],"study_design_scores_gemma":[0.002356479,0.00035875844,0.07684181,0.003878192,0.00042456985,0.0003985283,0.0014799767,0.148116,0.00071999483,0.00016228447,0.7601307,0.0051327087],"about_ca_topic_score_codex":0.0038696376,"about_ca_topic_score_gemma":0.0032595568,"teacher_disagreement_score":0.5677095,"about_ca_system_score_codex":0.0010635983,"about_ca_system_score_gemma":0.001938645,"threshold_uncertainty_score":0.99992645},"labels":[],"label_agreement":null},{"id":"W4240458522","doi":"10.21831/civics.v14i1.14572","title":"Cover Belakang","year":2017,"lang":"en","type":"article","venue":"Jurnal Civics Media Kajian Kewarganegaraan","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Cover (algebra); Geography; Engineering","score_opus":0.021311860151615698,"score_gpt":0.26076207924758527,"score_spread":0.23945021909596956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240458522","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":[0.47370446,0.0016280793,0.22680049,0.02485557,0.039312728,0.0020049133,0.00006285617,0.0027019056,0.22892903],"genre_scores_gemma":[0.9873676,0.000036939837,0.008300001,0.0004587165,0.0014463965,0.00001832536,0.000006509302,0.000051136314,0.0023144204],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967316,0.00016908534,0.00052071706,0.00070740347,0.0010829641,0.000788238],"domain_scores_gemma":[0.99558276,0.00033764765,0.00066605344,0.0026386348,0.00018795017,0.0005869284],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009500641,0.0003560336,0.0004576633,0.0002260766,0.0010657274,0.0013654279,0.0043158056,0.00022645555,0.00015096732],"category_scores_gemma":[0.0013948416,0.00033227366,0.00018381463,0.00017821646,0.00020702418,0.001343311,0.0007071899,0.000694606,0.0029497852],"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":[0.00016789591,0.0011380222,0.27842614,0.0005728731,0.0008694784,0.006019578,0.064449936,0.00058449135,0.016030207,0.12771297,0.23742709,0.2666013],"study_design_scores_gemma":[0.004970424,0.00033308592,0.36635223,0.0005740816,0.000086727894,0.0008790384,0.00019634477,0.06573528,0.006943265,0.004400888,0.5469591,0.0025695562],"about_ca_topic_score_codex":0.0001322608,"about_ca_topic_score_gemma":0.0001025275,"teacher_disagreement_score":0.5136631,"about_ca_system_score_codex":0.00012643491,"about_ca_system_score_gemma":0.00026234178,"threshold_uncertainty_score":0.9999129},"labels":[],"label_agreement":null},{"id":"W4242616856","doi":"10.31219/osf.io/q27xz","title":"CHRISTIANO VOL8 ED 1","year":2019,"lang":"id","type":"preprint","venue":"","topic":"Multimedia Learning Systems","field":"Computer Science","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":"WiLAN (Canada)","funders":"","keywords":"Business administration; Physics; Business","score_opus":0.01910029173239046,"score_gpt":0.2585434871547543,"score_spread":0.2394431954223638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242616856","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0041007036,0.0013579889,0.74883336,0.0021039364,0.0380806,0.0023234126,0.000014222197,0.0011510111,0.20203479],"genre_scores_gemma":[0.58138573,0.00013060732,0.046828832,0.0005503645,0.0020772258,0.00010190386,0.00005533973,0.00011514694,0.36875483],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9937073,0.00065948104,0.001058471,0.0023097,0.0012665241,0.000998512],"domain_scores_gemma":[0.99355906,0.00052562956,0.00081648503,0.004293587,0.0003975952,0.00040764175],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013815537,0.000816584,0.0011331879,0.00029156372,0.0001605359,0.0010560894,0.0047101574,0.0009144664,0.0034443727],"category_scores_gemma":[0.00037470623,0.0007716054,0.00044999376,0.00033101605,0.00012666154,0.0002728895,0.004435887,0.001813892,0.08518911],"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":[0.00006491783,0.00083842943,0.037435174,0.0049319877,0.0011508776,0.0003607417,0.018412232,0.03930199,0.0017888375,0.024855325,0.7774111,0.09344841],"study_design_scores_gemma":[0.0005796838,0.00010012563,0.006524794,0.0006361377,0.000029921877,0.000040148276,0.000057797955,0.68160427,0.00028454667,0.000058150905,0.30899465,0.0010898013],"about_ca_topic_score_codex":0.0018742171,"about_ca_topic_score_gemma":0.000023831797,"teacher_disagreement_score":0.7020045,"about_ca_system_score_codex":0.00027787464,"about_ca_system_score_gemma":0.0010304713,"threshold_uncertainty_score":0.9999809},"labels":[],"label_agreement":null},{"id":"W4249168211","doi":"10.29122/alami.v2i1.2796","title":"MODEL PENATAAN KAWASAN SITU UNTUK REDUKSI RISIKO BENCANA BANJIR DI JAKARTA","year":2018,"lang":"id","type":"article","venue":"Jurnal Alami Jurnal Teknologi Reduksi Risiko Bencana","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Forestry; Physics; Geography","score_opus":0.031039708068356504,"score_gpt":0.27800469986523996,"score_spread":0.24696499179688344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249168211","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":[0.88389194,0.006371214,0.025118705,0.013327746,0.01837968,0.003288826,0.00045337554,0.0019758453,0.04719267],"genre_scores_gemma":[0.96395266,0.0012811907,0.008434948,0.0012678526,0.0065686405,0.00011779488,0.000106203566,0.0004540554,0.017816667],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9749387,0.0026051954,0.005321609,0.0054646954,0.0053950963,0.0062747374],"domain_scores_gemma":[0.98209447,0.0012873409,0.004541157,0.006005665,0.0026351851,0.0034361659],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity"],"category_scores_codex":[0.005120504,0.0034093075,0.0038151676,0.0026299786,0.0034930352,0.002888343,0.012182582,0.002544338,0.00081235415],"category_scores_gemma":[0.0024664265,0.003219465,0.0017897418,0.004551121,0.0031447003,0.003537385,0.003632931,0.007238464,0.004084624],"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":[0.0023608063,0.0062664645,0.123539574,0.0018070331,0.007537279,0.012507425,0.03941641,0.016533377,0.07759458,0.033269044,0.4513841,0.22778392],"study_design_scores_gemma":[0.0072907987,0.0064347056,0.096678145,0.0034184947,0.0012844935,0.0058665834,0.0025917229,0.7873296,0.013849634,0.004315388,0.06250639,0.008434041],"about_ca_topic_score_codex":0.0040128226,"about_ca_topic_score_gemma":0.0041895583,"teacher_disagreement_score":0.77079624,"about_ca_system_score_codex":0.0027310837,"about_ca_system_score_gemma":0.0046546245,"threshold_uncertainty_score":0.99956816},"labels":[],"label_agreement":null},{"id":"W4256356143","doi":"10.23887/jptk.v9i1.2877","title":"TANAH LONGSOR : MEMPERKECIL RESIKO BENCANA MENGGUNAKAN SISTEM INFORMASI GEOGRAFIS ( Studi Kasus : Kecamatan Kokap, Kulon Progo, DIY )","year":2012,"lang":"id","type":"article","venue":"Jurnal Pendidikan Teknologi dan Kejuruan","topic":"Multimedia Learning Systems","field":"Computer 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":"Encana (Canada)","funders":"","keywords":"Physics; Humanities","score_opus":0.026782910981630992,"score_gpt":0.26483699675575734,"score_spread":0.23805408577412634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4256356143","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":[0.9379661,0.013345292,0.001069401,0.0027350923,0.012916672,0.0042920117,0.00010529399,0.0020944304,0.025475705],"genre_scores_gemma":[0.9788095,0.00072173896,0.004560859,0.00041624406,0.002522226,0.0003896347,0.00013523998,0.00026160764,0.012182963],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9817508,0.0024723732,0.0037435999,0.0025312442,0.003927065,0.0055749165],"domain_scores_gemma":[0.9878368,0.0012431542,0.0030897195,0.0042395894,0.00082214345,0.0027686434],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.006496835,0.002365671,0.0027312296,0.0016259219,0.0021229335,0.0019556251,0.006706411,0.0012319102,0.00034163214],"category_scores_gemma":[0.0020749753,0.002137235,0.0011784808,0.002964971,0.001072031,0.0049007344,0.0031122344,0.0038383163,0.0022199121],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005234906,0.0031527579,0.723925,0.0018493851,0.0030430485,0.0015613316,0.03360457,0.00011771554,0.00274295,0.010474246,0.021740653,0.19726484],"study_design_scores_gemma":[0.003753377,0.0032449225,0.61007065,0.001201414,0.0007292068,0.0015252568,0.0065090805,0.0034719915,0.0031864273,0.000040993,0.36233503,0.00393168],"about_ca_topic_score_codex":0.0009887137,"about_ca_topic_score_gemma":0.001399622,"teacher_disagreement_score":0.34059435,"about_ca_system_score_codex":0.0020172761,"about_ca_system_score_gemma":0.0011874012,"threshold_uncertainty_score":0.99917614},"labels":[],"label_agreement":null},{"id":"W4296004309","doi":"10.54902/jri.v4i1.65","title":"STRATEGI BPBD KABUPATEN PACITAN DALAM UPAYA PENANGGULANGAN BENCANA BANJIR DAN TANAH LONGSOR","year":2022,"lang":"en","type":"article","venue":"Jurnal Riset Inossa Media Hasil Riset Pemerintahan Ekonomi dan Sumber Daya Alam","topic":"Multimedia Learning Systems","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":"Encana (Canada)","funders":"","keywords":"Landslide; Flood myth; Natural disaster; Geography; Debris; Hydrology (agriculture); Water resource management; Geology; Environmental science; Geomorphology; Archaeology; Meteorology","score_opus":0.01971353709023758,"score_gpt":0.24266864885449566,"score_spread":0.22295511176425808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296004309","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":[0.98260987,0.0004243803,0.0018793916,0.0014170402,0.0063152825,0.0014641967,0.000532142,0.00092055276,0.004437172],"genre_scores_gemma":[0.99454474,0.00007934696,0.0013548743,0.0002212963,0.0013803439,0.00067761063,0.00096615293,0.00024884977,0.00052676274],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98776764,0.0018462709,0.0023580412,0.0026775834,0.0027911183,0.0025593543],"domain_scores_gemma":[0.99181956,0.00096628163,0.0016476066,0.003427655,0.0003542163,0.0017846694],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0026144835,0.00146761,0.0017041196,0.0009930216,0.0016503329,0.0011020553,0.006107801,0.0003707742,0.00035960873],"category_scores_gemma":[0.0004838377,0.0015286414,0.0007529705,0.0017561187,0.00055423856,0.0018253833,0.0023836757,0.0028185698,0.00022137669],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022186174,0.00080300664,0.9319446,0.00015023877,0.00054594176,0.0019011411,0.015599246,0.0013490267,0.0023854172,0.002291891,0.01758068,0.025226928],"study_design_scores_gemma":[0.0043374347,0.00085471646,0.8891578,0.00015069793,0.0002242242,0.0015146818,0.008872951,0.017620873,0.0013330444,0.000167666,0.07266943,0.0030964862],"about_ca_topic_score_codex":0.002343577,"about_ca_topic_score_gemma":0.0016785724,"teacher_disagreement_score":0.05508875,"about_ca_system_score_codex":0.001385497,"about_ca_system_score_gemma":0.0012476156,"threshold_uncertainty_score":0.9999349},"labels":[],"label_agreement":null},{"id":"W4297238048","doi":"10.29103/tj.v12i2.789","title":"Studi Optimasi Alokasi Air Irigasi Pada Daerah Irigasi Sarangan Kabupaten Madiun Dengan Program Dinamik","year":2022,"lang":"id","type":"article","venue":"Teras Jurnal Jurnal Teknik Sipil","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Mathematics; Forestry; Agricultural engineering; Hydrology (agriculture); Geography; Engineering; Geotechnical engineering","score_opus":0.023256106706647676,"score_gpt":0.277235712292968,"score_spread":0.2539796055863203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297238048","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":[0.9588818,0.0068418607,0.0023450325,0.0049132686,0.01414906,0.00461463,0.00020237564,0.002344235,0.0057077133],"genre_scores_gemma":[0.9687476,0.00022832555,0.009714064,0.0013657269,0.0031188792,0.0008358115,0.00011543936,0.00045428827,0.015419822],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9795332,0.0041995915,0.003459925,0.0033447905,0.005561129,0.0039013838],"domain_scores_gemma":[0.99029946,0.0009734358,0.002671199,0.003126215,0.0008676889,0.0020620127],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.005080828,0.002258794,0.0025671122,0.0013598603,0.004471921,0.0022744103,0.007850197,0.000539418,0.00055646093],"category_scores_gemma":[0.00043777726,0.0022851075,0.001435603,0.0033680259,0.0007169131,0.0020598485,0.0040452066,0.0071987836,0.0010557832],"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":[0.0021738228,0.015513262,0.22161837,0.0018689182,0.005444613,0.02411245,0.055147227,0.01568234,0.030983862,0.0031086265,0.048977125,0.57536936],"study_design_scores_gemma":[0.011356077,0.009815036,0.23729125,0.0015710259,0.0009204008,0.012689558,0.0029853133,0.077463314,0.0032527198,0.0002473552,0.6362673,0.006140639],"about_ca_topic_score_codex":0.0006174157,"about_ca_topic_score_gemma":0.00010818339,"teacher_disagreement_score":0.58729017,"about_ca_system_score_codex":0.002597205,"about_ca_system_score_gemma":0.0018906428,"threshold_uncertainty_score":0.999722},"labels":[],"label_agreement":null},{"id":"W4304609098","doi":"10.57093/jisti.v5i2.129","title":"Sistem Informasi Daftar Urut Kepangkatan (Duk) Pegawai Pada Kantor Dinas Pemberdayaan Perempuan Dan Keluarga Berencana Kabupaten Soppeng","year":2022,"lang":"id","type":"article","venue":"Jurnal Ilmiah Sistem Informasi dan Teknik Informatika (JISTI)","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Physics; Humanities; Operating system; Computer science; Art","score_opus":0.019389291882162075,"score_gpt":0.23752106267542242,"score_spread":0.21813177079326035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4304609098","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.298669,0.0036598917,0.007774455,0.003678715,0.03293305,0.013655672,0.0011808493,0.0061398176,0.63230854],"genre_scores_gemma":[0.9486961,0.00021395014,0.0025789607,0.0020329363,0.0016600995,0.0010274977,0.0024667624,0.00044859486,0.040875107],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.97157466,0.0014458718,0.010260475,0.0021610798,0.008621957,0.0059359805],"domain_scores_gemma":[0.9792779,0.0011969028,0.008640047,0.0055638286,0.0017622764,0.003559016],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","scholarly_communication"],"category_scores_codex":[0.0065380824,0.0038824396,0.0041834186,0.00260709,0.007799013,0.005909609,0.01169318,0.0012581866,0.00051629555],"category_scores_gemma":[0.0009563843,0.0039737034,0.0022721002,0.0045194402,0.0011031613,0.015355442,0.0069670207,0.007540725,0.0010610321],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0027145029,0.0034360008,0.09365012,0.01994997,0.007039749,0.0032004684,0.3534347,0.026879085,0.0010863099,0.09063969,0.056230158,0.34173924],"study_design_scores_gemma":[0.0057666353,0.0023313875,0.017981146,0.0010531276,0.0005031577,0.004072138,0.021168223,0.17801668,0.00056680787,0.000023289203,0.7639295,0.004587952],"about_ca_topic_score_codex":0.0011284732,"about_ca_topic_score_gemma":0.00072325004,"teacher_disagreement_score":0.7076993,"about_ca_system_score_codex":0.0057517113,"about_ca_system_score_gemma":0.0057850312,"threshold_uncertainty_score":0.9998512},"labels":[],"label_agreement":null},{"id":"W4311160745","doi":"10.33364/algoritma/v.19-2.1202","title":"Sistem Informasi Penjadwalan Kendaraan Pada CV. Serin Transport Berbasis Web","year":2022,"lang":"id","type":"article","venue":"Jurnal Algoritma","topic":"Multimedia Learning Systems","field":"Computer Science","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":"WiLAN (Canada)","funders":"","keywords":"Computer science; Operating system; Database","score_opus":0.013835741304702184,"score_gpt":0.2276267724134869,"score_spread":0.2137910311087847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311160745","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":[0.8231411,0.0048534484,0.019304186,0.01620862,0.048368704,0.005006158,0.0006278496,0.002659677,0.07983027],"genre_scores_gemma":[0.89231986,0.000094630836,0.005779891,0.0008413685,0.0014890523,0.00023992892,0.00010907812,0.00013764594,0.098988555],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9921479,0.0007563335,0.0017084932,0.0011601236,0.002742038,0.0014851061],"domain_scores_gemma":[0.9963864,0.00025728895,0.00094238226,0.0013901725,0.00023876861,0.00078499084],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0021100922,0.0007729299,0.0010090462,0.00046631639,0.0015558403,0.00046897697,0.00317589,0.00022753558,0.0007892799],"category_scores_gemma":[0.000057788635,0.0008398361,0.0006711176,0.0015827948,0.0001554714,0.0010383193,0.0008751062,0.0022903546,0.00051320967],"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":[0.00065062183,0.002564383,0.14391351,0.0022736501,0.001893846,0.007894449,0.07877503,0.010228228,0.0063264538,0.0059802365,0.03843086,0.70106876],"study_design_scores_gemma":[0.0017652541,0.000743243,0.036279414,0.00012965717,0.00008582502,0.0012256665,0.0009150075,0.11549593,0.0002348611,0.000012581951,0.84210926,0.0010033059],"about_ca_topic_score_codex":0.0003035606,"about_ca_topic_score_gemma":0.00008042096,"teacher_disagreement_score":0.8036784,"about_ca_system_score_codex":0.0007773088,"about_ca_system_score_gemma":0.0013608611,"threshold_uncertainty_score":0.999744},"labels":[],"label_agreement":null},{"id":"W4311389853","doi":"10.35957/jatisi.v9i4.2311","title":"Pemetaan Posyandu Di Kecamatan Air Batu Berbasis Web","year":2022,"lang":"id","type":"article","venue":"JATISI (Jurnal Teknik Informatika dan Sistem Informasi)","topic":"Multimedia Learning Systems","field":"Computer Science","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":"WiLAN (Canada)","funders":"","keywords":"Physics","score_opus":0.013571369130422319,"score_gpt":0.23043709383923022,"score_spread":0.2168657247088079,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311389853","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20775168,0.0054420345,0.013315775,0.004223242,0.026771966,0.008276331,0.0010586185,0.0040147426,0.7291456],"genre_scores_gemma":[0.97286004,0.00030643842,0.005648385,0.0025836476,0.0009437833,0.0006296334,0.00058844907,0.00022035112,0.01621928],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9829499,0.001176675,0.006000054,0.0011244547,0.005868333,0.0028805903],"domain_scores_gemma":[0.9883054,0.00092094037,0.0048773508,0.0034768034,0.00085032085,0.00156922],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0055591883,0.0018428989,0.0022367274,0.0018208127,0.0041261455,0.0025080936,0.0072757555,0.00057361956,0.0004917392],"category_scores_gemma":[0.00060372555,0.0018779474,0.0013399759,0.0037062396,0.00041746296,0.009786063,0.0054191337,0.004303616,0.0018675479],"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":[0.000988008,0.0016656817,0.07413562,0.007126325,0.0040370836,0.0009881302,0.15892403,0.024643729,0.00074023166,0.12542702,0.0901634,0.51116073],"study_design_scores_gemma":[0.0036950645,0.0012602208,0.017598996,0.00049664424,0.00018133647,0.0022938037,0.009219079,0.16539492,0.00036561067,0.000025093,0.7972901,0.0021791526],"about_ca_topic_score_codex":0.000113334485,"about_ca_topic_score_gemma":0.000034021614,"teacher_disagreement_score":0.76510835,"about_ca_system_score_codex":0.0021364102,"about_ca_system_score_gemma":0.002244242,"threshold_uncertainty_score":0.99943155},"labels":[],"label_agreement":null},{"id":"W4313066958","doi":"10.32672/jnkti.v5i3.4382","title":"Analisis Sentimen Akun Twitter Apex Legends Menggunakan VADER","year":2022,"lang":"id","type":"article","venue":"Jurnal Nasional Komputasi dan Teknologi Informasi (JNKTI)","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":12,"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":"Humanities; Mathematics; Art; Artificial intelligence; Computer science","score_opus":0.027118760230254453,"score_gpt":0.2625926907795068,"score_spread":0.23547393054925236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313066958","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":[0.81958586,0.0073141507,0.04050641,0.031616427,0.04055031,0.0058107357,0.0005469693,0.00399196,0.050077166],"genre_scores_gemma":[0.96693045,0.00010613511,0.0065763565,0.005418049,0.0019929647,0.00025714972,0.0004733356,0.00019981521,0.018045764],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98536783,0.0016863382,0.0030854866,0.0020750458,0.0049178074,0.0028674854],"domain_scores_gemma":[0.99283916,0.0009799044,0.0022326459,0.002131838,0.0006496846,0.0011667919],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0034486463,0.0015838224,0.0016580957,0.0017807034,0.0029318123,0.0012740926,0.0057989997,0.0006989496,0.0012800074],"category_scores_gemma":[0.0003671961,0.0015395393,0.0011898859,0.0031602164,0.0005807248,0.0023213753,0.0068355612,0.004716114,0.0012198817],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013508494,0.0046121334,0.1197363,0.0010936338,0.005019652,0.0069914176,0.044068463,0.095804796,0.0051718787,0.022298725,0.5038033,0.19004881],"study_design_scores_gemma":[0.00395929,0.001979437,0.04795289,0.0002236394,0.00019714139,0.0046781064,0.0036497721,0.14450504,0.0013382935,0.00012834827,0.7887886,0.0025994035],"about_ca_topic_score_codex":0.0000985362,"about_ca_topic_score_gemma":0.000008606867,"teacher_disagreement_score":0.2849853,"about_ca_system_score_codex":0.0014592495,"about_ca_system_score_gemma":0.0016008782,"threshold_uncertainty_score":0.99976265},"labels":[],"label_agreement":null},{"id":"W4313409583","doi":"10.33658/jl.v18i2.325","title":"Penilaian Sistem Irigasi Berdasarkan Konsep Pembangunan Berkelanjutan di Kabupaten Pati, Jawa Tengah","year":2022,"lang":"en","type":"article","venue":"Jurnal Litbang Media Informasi Penelitian Pengembangan dan IPTEK","topic":"Multimedia Learning Systems","field":"Computer Science","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":"Encana (Canada)","funders":"","keywords":"Irrigation; Agricultural science; Sustainability; Analytic hierarchy process; Documentation; Agriculture; Mathematics; Business; Water resource management; Geography; Environmental science; Computer science; Operations research","score_opus":0.0147095480989624,"score_gpt":0.22047772061662746,"score_spread":0.20576817251766505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313409583","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":[0.7888807,0.0029749754,0.0065348996,0.010459945,0.019273141,0.005479981,0.0005305744,0.004961914,0.16090386],"genre_scores_gemma":[0.9887125,0.000041022216,0.0038656096,0.0014099892,0.0011484376,0.00057288137,0.00055242196,0.00020134095,0.0034958073],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98919624,0.0012828994,0.0023326366,0.0015397737,0.0032875484,0.0023608806],"domain_scores_gemma":[0.9929048,0.0010651405,0.0013951252,0.002666899,0.0004273991,0.0015406607],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0031476766,0.0011767799,0.001315989,0.0011868423,0.0022148779,0.0011893273,0.0055339467,0.0003241713,0.000357682],"category_scores_gemma":[0.00068522524,0.0011905337,0.0007556574,0.0018942723,0.00033439166,0.00268869,0.0023366704,0.0028121218,0.000339252],"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":[0.00070812844,0.0018989323,0.13893305,0.0015191048,0.0014085283,0.0067350185,0.22362158,0.0040106373,0.0037780614,0.102894574,0.04315666,0.4713357],"study_design_scores_gemma":[0.004608316,0.0014293701,0.17349672,0.00032589797,0.00015935872,0.0028911685,0.010468779,0.025616352,0.0010563388,0.00039885868,0.77633935,0.0032094843],"about_ca_topic_score_codex":0.0003394108,"about_ca_topic_score_gemma":0.00023963209,"teacher_disagreement_score":0.73318267,"about_ca_system_score_codex":0.001079947,"about_ca_system_score_gemma":0.0009840736,"threshold_uncertainty_score":0.99984753},"labels":[],"label_agreement":null},{"id":"W4313824982","doi":"10.55537/cosie.v1i4.208","title":"Penentuan Penerimaan Bantuan Masyarakat Menggunakan Metode Weight Product (WP)","year":2022,"lang":"id","type":"article","venue":"Journal of Computer Science and Informatics Engineering (CoSIE)","topic":"Multimedia Learning Systems","field":"Computer 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":"Kootenay Association for Science & Technology","funders":"","keywords":"Humanities; Mathematics; Art","score_opus":0.00946397073408874,"score_gpt":0.20747329332126613,"score_spread":0.19800932258717738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313824982","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24718204,0.0023445543,0.72819525,0.0019925747,0.018730711,0.0007907932,0.000011002359,0.00018056313,0.0005725027],"genre_scores_gemma":[0.8580078,0.0002369382,0.13960432,0.00042826435,0.0014706235,0.000013799432,0.0000024451247,0.00004829935,0.00018755072],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99242,0.0001697272,0.0022605595,0.00045436964,0.0035764189,0.0011189335],"domain_scores_gemma":[0.99530065,0.00021599983,0.0017748591,0.00097218226,0.00096480537,0.0007714979],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.006922801,0.0005689388,0.00093749794,0.0017157943,0.0010324826,0.001699877,0.0040231273,0.00007238433,0.00004083565],"category_scores_gemma":[0.0002472432,0.0005249187,0.00023126855,0.0023583283,0.00031298256,0.0046471553,0.0023424537,0.0014732102,0.000027779417],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008520314,0.00070454925,0.0016735904,0.0018040569,0.0005158982,0.00041189455,0.10666638,0.7057512,0.016556513,0.0055129626,0.019920927,0.14039682],"study_design_scores_gemma":[0.00080227136,0.0009788633,0.00208421,0.0002693715,0.000049176615,0.002193592,0.00024513228,0.91417956,0.0020712893,0.000014600181,0.07650275,0.00060920895],"about_ca_topic_score_codex":0.000014979821,"about_ca_topic_score_gemma":4.911688e-7,"teacher_disagreement_score":0.6108257,"about_ca_system_score_codex":0.00066745875,"about_ca_system_score_gemma":0.001094774,"threshold_uncertainty_score":0.9997202},"labels":[],"label_agreement":null},{"id":"W4315628769","doi":"10.33558/bentang.v11i1.5605","title":"Analisis Debit Banjir Rencana Daerah Tangkapan Air Waduk Tugu Menggunakan HEC-HMS","year":2023,"lang":"en","type":"article","venue":"Bentang Jurnal Teoritis dan Terapan Bidang Rekayasa Sipil","topic":"Multimedia Learning Systems","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":"WiLAN (Canada)","funders":"","keywords":"Hydrology (agriculture); Flood myth; Impervious surface; Drainage basin; Spillway; Environmental science; HEC-HMS; Geography; Geology; Cartography; Archaeology; Geotechnical engineering","score_opus":0.015607457179118735,"score_gpt":0.2516234874450121,"score_spread":0.23601603026589338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315628769","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":[0.96461403,0.0013897272,0.009653107,0.005525932,0.006190036,0.0012857646,0.00021026534,0.004393328,0.006737803],"genre_scores_gemma":[0.99073756,0.0001735823,0.0041548694,0.0008855479,0.0013603691,0.0001186623,0.00017669113,0.00014835916,0.0022443586],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9928911,0.0006736111,0.0012711893,0.0016545405,0.0018090125,0.001700545],"domain_scores_gemma":[0.99581975,0.00047926084,0.00055496086,0.0020146808,0.0002809184,0.0008504394],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001420366,0.0007903289,0.0009193741,0.0012287861,0.00075462094,0.00083078793,0.0029758024,0.00032615507,0.00011186532],"category_scores_gemma":[0.00032889642,0.000809921,0.00050825503,0.0034264238,0.00021146706,0.0015802197,0.0007607923,0.0009373729,0.0007636506],"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":[0.00010933828,0.00059991505,0.26219302,0.00055911805,0.00093970733,0.0050128642,0.015921041,0.00042234443,0.0584591,0.012908455,0.19385366,0.44902146],"study_design_scores_gemma":[0.0078311,0.0015004079,0.6573673,0.0026512682,0.00023514057,0.0024523989,0.004728668,0.058856495,0.016544804,0.0015368924,0.2403133,0.0059822085],"about_ca_topic_score_codex":0.0011773582,"about_ca_topic_score_gemma":0.0004626906,"teacher_disagreement_score":0.44303924,"about_ca_system_score_codex":0.00054084056,"about_ca_system_score_gemma":0.00022838854,"threshold_uncertainty_score":0.9994352},"labels":[],"label_agreement":null},{"id":"W4316924079","doi":"10.56708/progres.v14i2.339","title":"PENERAPAN APLIKASI E-COMMERCE BERBASIS BUSINESS TO CONSUMERS PADA TOKO CANADA MENGGUNAKAN FRAMEWORK CODEIGNITER","year":2022,"lang":"en","type":"article","venue":"Jurnal Informatika Progres","topic":"Multimedia Learning Systems","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":"","keywords":"Scope (computer science); Business; Process (computing); Unified Modeling Language; Sales management; Computer science; Marketing; Database; Software","score_opus":0.012760814915026708,"score_gpt":0.24014149177629682,"score_spread":0.22738067686127011,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4316924079","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":[0.8431799,0.0010734559,0.08988244,0.03723446,0.010259282,0.00385522,0.00035943338,0.0013925652,0.01276329],"genre_scores_gemma":[0.92298687,0.0000049692344,0.06908187,0.0066359383,0.00014807838,0.00042443056,0.0000351085,0.000035476805,0.000647276],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965037,0.00023079786,0.0007706994,0.000348867,0.001414476,0.0007314596],"domain_scores_gemma":[0.9977589,0.00033873593,0.00039488202,0.00081814214,0.00027262964,0.00041668687],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00070443656,0.00032523193,0.00039099384,0.0002827083,0.0008379479,0.00042438938,0.0019713012,0.000070159615,0.00018909034],"category_scores_gemma":[0.00020268268,0.00031032783,0.00008009367,0.0014438779,0.00005363587,0.0009595797,0.0010052609,0.0007555219,0.00007250488],"study_design_candidate":"not_applicable","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":[0.0001605881,0.00029886415,0.062000047,0.0004340424,0.00049126556,0.000310193,0.03998616,0.0240505,0.00011340291,0.020409647,0.28627273,0.56547254],"study_design_scores_gemma":[0.00055443635,0.00018244192,0.017061943,0.0001101182,0.000016643236,0.00027972247,0.0020019019,0.02915944,0.00022137522,0.00009430867,0.94954365,0.00077403936],"about_ca_topic_score_codex":0.06755954,"about_ca_topic_score_gemma":0.017108353,"teacher_disagreement_score":0.6632709,"about_ca_system_score_codex":0.00048398884,"about_ca_system_score_gemma":0.0010175081,"threshold_uncertainty_score":0.99993485},"labels":[],"label_agreement":null},{"id":"W4317933894","doi":"10.21776/ub.jtresda.2023.003.02.03","title":"Studi Perencanaan Embung sebagai Upaya Pengendalian Banjir Sungai Kemuning Kabupaten Sampang Madura Provinsi Jawa Timur","year":2023,"lang":"id","type":"article","venue":"Jurnal Teknologi dan Rekayasa Sumber Daya Air","topic":"Multimedia Learning Systems","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":"Encana (Canada)","funders":"","keywords":"Physics; Forestry; Hydrology (agriculture); Geography; Geology","score_opus":0.0416761563064259,"score_gpt":0.28606018793101634,"score_spread":0.24438403162459044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317933894","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":[0.9660819,0.0016325664,0.0008784373,0.005399732,0.008943913,0.0024169527,0.00020357329,0.0038731624,0.010569765],"genre_scores_gemma":[0.9730057,0.0004976741,0.0016719376,0.0003897317,0.0017163787,0.00022342394,0.000315642,0.00036059387,0.021818915],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98364514,0.002888885,0.0027863097,0.0035917764,0.002845054,0.004242816],"domain_scores_gemma":[0.99046904,0.0014069274,0.0018782064,0.0038797467,0.000957235,0.0014088396],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.003948269,0.0020532703,0.002383146,0.0016980217,0.0020499732,0.0015023904,0.006091362,0.001309927,0.00024675313],"category_scores_gemma":[0.0015863053,0.001973886,0.0009829595,0.0050279535,0.00082192547,0.0019506556,0.004074202,0.0043331427,0.0044055474],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013417244,0.000632471,0.865774,0.0010152502,0.0015274673,0.0066347253,0.025947416,0.0015011048,0.005197072,0.0007945502,0.053598925,0.037242875],"study_design_scores_gemma":[0.0031969512,0.0011369031,0.842668,0.0018439846,0.00035371652,0.0012597778,0.009242854,0.07090796,0.0015051235,0.00006745833,0.0642076,0.0036096561],"about_ca_topic_score_codex":0.0020813448,"about_ca_topic_score_gemma":0.0013142368,"teacher_disagreement_score":0.06940686,"about_ca_system_score_codex":0.0011440589,"about_ca_system_score_gemma":0.0017283648,"threshold_uncertainty_score":0.9999866},"labels":[],"label_agreement":null},{"id":"W4319027876","doi":"10.32938/jitu.v2i1.2418","title":"Sistem Pendukung Keputusan Pemberian Jumlah Pinjaman Kepada Calon Nasabah Bumdes Menggunakan Metode Topsis (Studi Kasus Bumdes Gergas Mandiri Kecamatan Wampu)","year":2022,"lang":"en","type":"article","venue":"Journal of Information and Technology","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"TOPSIS; Loan; Business; Ideal (ethics); Deliberation; Operations research; Operations management; Finance; Engineering; Political science","score_opus":0.005615947265931511,"score_gpt":0.21209949161526742,"score_spread":0.2064835443493359,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319027876","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":[0.8948246,0.0024460296,0.0609026,0.026768655,0.00440708,0.0009454924,0.00002517666,0.0009100988,0.00877024],"genre_scores_gemma":[0.9876069,0.00009862276,0.011698208,0.00021581403,0.000104441664,0.000022967357,0.000008128653,0.0000125758015,0.00023235855],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973847,0.00017795753,0.0011671882,0.00019814337,0.0006830157,0.00038899676],"domain_scores_gemma":[0.9976223,0.000117585274,0.0013342048,0.00045818315,0.00031800327,0.00014972642],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012717549,0.0002409184,0.00050065346,0.0012779349,0.0006077264,0.0003042932,0.0011182668,0.00016562159,0.000069152295],"category_scores_gemma":[0.00023098412,0.00021585939,0.00011168978,0.0009334364,0.00011222302,0.0018019585,0.0006314517,0.0007687489,0.00001999735],"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":[0.00032434365,0.0005826157,0.04105433,0.0007858132,0.0012934526,0.0006094466,0.037855808,0.002761694,0.006497989,0.2582224,0.036571026,0.61344105],"study_design_scores_gemma":[0.0049711876,0.0021362656,0.009436931,0.00021365249,0.000114337054,0.00931757,0.017430983,0.055006932,0.0035544648,0.0020782368,0.894643,0.001096428],"about_ca_topic_score_codex":0.000050080864,"about_ca_topic_score_gemma":0.000017758724,"teacher_disagreement_score":0.858072,"about_ca_system_score_codex":0.0002967098,"about_ca_system_score_gemma":0.00015351725,"threshold_uncertainty_score":0.880249},"labels":[],"label_agreement":null},{"id":"W4320737981","doi":"10.55377/jmtss.v3i2.5695","title":"PERBANDINGAN ANALISIS DEBIT BANJIR MENGGUNAKAN HIDROGRAF SATUAN SINTETIS (HSS) SNYDER DAN NAKAYASU PADA SUNGAI KRUENG TRIPA","year":2022,"lang":"id","type":"article","venue":"Jurnal Media Teknik Sipil Samudra","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Physics; Forestry; Geography","score_opus":0.023243626088806865,"score_gpt":0.2468033153792833,"score_spread":0.22355968929047643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320737981","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":[0.9072579,0.018015794,0.0045606364,0.014702795,0.044628732,0.0040965956,0.00057546067,0.0021071502,0.004054933],"genre_scores_gemma":[0.9869226,0.00040387793,0.0027795662,0.0014854146,0.003911902,0.0004269819,0.00024371367,0.0003812382,0.0034446733],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9794244,0.0048382245,0.0031460456,0.0032960752,0.0058579897,0.0034372227],"domain_scores_gemma":[0.9880556,0.0035104263,0.0021819826,0.003186258,0.0006619475,0.0024037706],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0052177133,0.0019446675,0.0025489011,0.0017719234,0.0033275217,0.0018943741,0.006201596,0.00063183694,0.0019210117],"category_scores_gemma":[0.0026758767,0.0020370102,0.0014495916,0.004703405,0.0006915338,0.0016496106,0.0029455412,0.0056106322,0.00066013605],"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":[0.0014788753,0.0063915383,0.1623931,0.0020162612,0.0047495184,0.011206336,0.23805924,0.004159058,0.0429922,0.006207985,0.2158216,0.3045243],"study_design_scores_gemma":[0.010493246,0.0035577028,0.046494275,0.0015691658,0.0011470867,0.003657783,0.020604568,0.09227816,0.003560537,0.0001997158,0.80986565,0.0065721306],"about_ca_topic_score_codex":0.0026704334,"about_ca_topic_score_gemma":0.00091314985,"teacher_disagreement_score":0.594044,"about_ca_system_score_codex":0.0024739963,"about_ca_system_score_gemma":0.0016861516,"threshold_uncertainty_score":0.9993297},"labels":[],"label_agreement":null},{"id":"W4360776626","doi":"10.5267/j.ijdns.2023.3.009","title":"Python script fuzzy time series Markov chain model for forecasting the number of diseases cocoa plant in Bendungan district","year":2023,"lang":"en","type":"article","venue":"International Journal of Data and Network Science","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Direktorat Riset dan Pengabdian Masyarakat; Universitas Padjadjaran","keywords":"Python (programming language); Markov chain; Scripting language; Fuzzy logic; Computer science; Data mining; Artificial intelligence; Programming language; Algorithm; Machine learning","score_opus":0.04904082187280018,"score_gpt":0.3087045159333005,"score_spread":0.2596636940605003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4360776626","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":[0.57548,0.00047054258,0.4110216,0.006284823,0.0045657167,0.00064335973,0.0011031259,0.00007509676,0.00035576685],"genre_scores_gemma":[0.98001444,0.000064010135,0.01932208,0.000053527005,0.00035802185,0.000004311838,0.000036068486,0.000005680463,0.00014188031],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998436,0.000054138425,0.00039409832,0.00022121728,0.0006736302,0.00022096044],"domain_scores_gemma":[0.99855334,0.00050250854,0.00038546455,0.0002721916,0.00021200486,0.00007448217],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023326327,0.00007872143,0.0001534986,0.00013510848,0.0001251942,0.00020541892,0.002761539,0.000018601264,0.0000014255695],"category_scores_gemma":[0.00052827597,0.000053785127,0.00003092852,0.0005416875,0.00019376763,0.0014415113,0.0007949663,0.00010906536,0.000001480003],"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":[0.0007185082,0.00028624161,0.35315248,0.0001399561,0.0002574852,0.000325923,0.008756396,0.2496463,0.0032233216,0.03167211,0.072443984,0.27937728],"study_design_scores_gemma":[0.00023062128,0.000023211687,0.009152953,0.0001640775,0.00000459812,0.00012574953,0.000051527197,0.98845035,0.000024185458,0.0012085175,0.0005043735,0.000059826027],"about_ca_topic_score_codex":0.000012394378,"about_ca_topic_score_gemma":0.00001078414,"teacher_disagreement_score":0.73880404,"about_ca_system_score_codex":0.0000313111,"about_ca_system_score_gemma":0.0001918847,"threshold_uncertainty_score":0.51316726},"labels":[],"label_agreement":null},{"id":"W4366725406","doi":"10.32487/nuce.v2i1.435","title":"Study of Flood Control in the Gang Mufakat of Balikpapan City (Qualitative Study)","year":2023,"lang":"en","type":"article","venue":"Nusantara Civil Engineering Journal","topic":"Multimedia Learning Systems","field":"Computer Science","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":"Schlumberger (Canada)","funders":"","keywords":"Flood myth; Watershed; Flood control; Flooding (psychology); Environmental planning; Floodplain; Water resource management; Hydrology (agriculture); Geography; Land use; Environmental resource management; Environmental science; Civil engineering; Engineering; Cartography","score_opus":0.02928631188922323,"score_gpt":0.2994880984077816,"score_spread":0.2702017865185584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366725406","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":[0.96074194,0.000053383636,0.037945725,0.000079214835,0.00052270206,0.0005127134,0.000002480589,0.00006738071,0.00007446601],"genre_scores_gemma":[0.9994193,0.0000030222257,0.000420079,0.000010301442,0.0000955022,0.000024639698,3.42558e-7,0.000014924003,0.000011889371],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9969992,0.0008152739,0.00074355403,0.00022804488,0.0008767053,0.0003372308],"domain_scores_gemma":[0.9980612,0.0009790707,0.00031038225,0.00045110958,0.0001260892,0.00007216212],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045878226,0.00018156828,0.00045674216,0.0004896156,0.00006888756,0.000069925496,0.0011747641,0.000042599462,0.000011092427],"category_scores_gemma":[0.0003681567,0.000135643,0.000086923035,0.0011789475,0.000021420017,0.00024544247,0.00009651147,0.00057207566,0.000006686357],"study_design_candidate":"qualitative","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":[0.00002701899,0.0011379708,0.03843759,0.0000646471,0.00028126207,0.00038585582,0.7757363,0.1817373,0.0012959981,0.000112097805,0.00037102634,0.00041295218],"study_design_scores_gemma":[0.0068462193,0.0019779135,0.35842514,0.0002987293,0.00006218547,0.00019704505,0.17217162,0.45939797,0.0001209405,0.00004993419,0.00006323021,0.00038905197],"about_ca_topic_score_codex":0.00018258278,"about_ca_topic_score_gemma":0.00018377596,"teacher_disagreement_score":0.6035647,"about_ca_system_score_codex":0.000053531203,"about_ca_system_score_gemma":0.000056826902,"threshold_uncertainty_score":0.5531361},"labels":[],"label_agreement":null},{"id":"W4378078512","doi":"10.33369/ijts.15.1.65-76","title":"EVALUASI KINERJA SALURAN IRIGASI DAN BANGUNAN DISTRIBUSI PADA DAERAH IRIGASI AIR NAKAI BATU ROTO BENGKULU UTARA","year":2023,"lang":"en","type":"article","venue":"Inersia Jurnal Teknik Sipil","topic":"Multimedia Learning Systems","field":"Computer Science","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":"Encana (Canada)","funders":"","keywords":"Channel (broadcasting); Hydrology (agriculture); Irrigation; Environmental science; Environmental engineering; Engineering; Geotechnical engineering; Electrical engineering","score_opus":0.018866800609981325,"score_gpt":0.26703162555147236,"score_spread":0.24816482494149103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378078512","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":[0.9519689,0.00072659634,0.015616555,0.012927404,0.0070256777,0.001929078,0.00009745694,0.0038659703,0.005842336],"genre_scores_gemma":[0.9894373,0.00003885369,0.0039291885,0.0007141494,0.0015674749,0.00015076772,0.00017154604,0.00013872959,0.0038520356],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99265,0.0007208382,0.001196168,0.0015394354,0.0022205373,0.0016730491],"domain_scores_gemma":[0.99531764,0.00067219103,0.00060259725,0.0020853137,0.00045666785,0.0008656144],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020342576,0.0008317457,0.00091115135,0.00072754594,0.00060641614,0.00057141733,0.0035270846,0.00037690287,0.00006679425],"category_scores_gemma":[0.0008358132,0.0007645154,0.0004875346,0.002994345,0.00025276662,0.0012347588,0.00093815505,0.0012700987,0.0016218639],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046217602,0.0015190664,0.061121065,0.0010639199,0.0014658235,0.0065632476,0.021440633,0.07682373,0.120816365,0.017083233,0.39106143,0.3005793],"study_design_scores_gemma":[0.0042655272,0.0007419605,0.06392051,0.00070449384,0.00011516933,0.0006831294,0.0006669262,0.33457512,0.005136108,0.00052986474,0.58634233,0.0023188256],"about_ca_topic_score_codex":0.00036287768,"about_ca_topic_score_gemma":0.00005997818,"teacher_disagreement_score":0.2982605,"about_ca_system_score_codex":0.00047653096,"about_ca_system_score_gemma":0.00052523776,"threshold_uncertainty_score":0.9994806},"labels":[],"label_agreement":null},{"id":"W4380088563","doi":"10.14796/jwmm.c501","title":"Numerical Simulation of Flood Propagation in the Kelara River Flood Early Warning System","year":2023,"lang":"en","type":"article","venue":"Journal of Water Management Modeling","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universitas Hasanuddin","keywords":"Flood myth; 100-year flood; Warning system; Flood warning; Hydrology (agriculture); Flood forecasting; Environmental science; Flood stage; Return period; HEC-HMS; Floodplain; Geography; Geology; Computer science; Cartography; Archaeology; Geotechnical engineering; Telecommunications","score_opus":0.025736107820905192,"score_gpt":0.2507810880378154,"score_spread":0.22504498021691022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380088563","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43038645,0.000010497793,0.56879103,0.00025451902,0.00026146258,0.00017160454,7.9245254e-8,0.00003268466,0.000091673275],"genre_scores_gemma":[0.99379605,0.0000022157408,0.0059959325,0.000015052659,0.0001199959,0.0000065479107,0.000001344125,0.000010565762,0.000052303818],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99770474,0.00031825193,0.0007575332,0.00017439776,0.0008061188,0.00023897096],"domain_scores_gemma":[0.9991532,0.00007040552,0.00031841022,0.00026993421,0.0001555221,0.000032551157],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00260155,0.000110696,0.0002228943,0.0004909169,0.00007604364,0.000119050506,0.0006985891,0.00004167184,0.0000010505915],"category_scores_gemma":[0.000027227034,0.00006731821,0.000091292895,0.00046612901,0.0000096445165,0.0006100256,0.00013249385,0.00022410348,0.000034860444],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010085676,0.000024164625,0.0007267559,0.00013796892,0.000037544327,0.000063882835,0.011601131,0.9847507,0.00019299152,0.00022403433,0.000010992408,0.002219736],"study_design_scores_gemma":[0.0005003788,0.00006557586,0.0011017002,0.00029147445,0.000022406213,0.00001105549,0.0005811345,0.9970315,0.00014105116,0.00013120056,0.000043659147,0.00007885331],"about_ca_topic_score_codex":0.000028737732,"about_ca_topic_score_gemma":3.5848262e-7,"teacher_disagreement_score":0.56340957,"about_ca_system_score_codex":0.0000739243,"about_ca_system_score_gemma":0.000011040782,"threshold_uncertainty_score":0.27451566},"labels":[],"label_agreement":null},{"id":"W4381051789","doi":"10.37090/jpap.v3i1.942","title":"EFEKTIVITAS PENGGUNAAN SISTEM INFORMASI KEPEGAWAIAN DALAM MANAJEMEN PNS DI KANTOR WILAYAH KEMENTERIAN HUKUM DAN HAK ASASI MANUSIA LAMPUNG","year":2023,"lang":"en","type":"article","venue":"Jurnal Progress Administrasi Publik","topic":"Multimedia Learning Systems","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":"WiLAN (Canada)","funders":"","keywords":"Civil servant; Staffing; Civil servants; Business; Service (business); Confidentiality; Information system; Knowledge management; Public relations; Public administration; Computer security; Political science; Computer science; Law","score_opus":0.021754157239091673,"score_gpt":0.27976741992642384,"score_spread":0.25801326268733216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381051789","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":[0.8676684,0.00068206,0.008248184,0.027177554,0.014984413,0.0058352905,0.000037714068,0.008710661,0.06665575],"genre_scores_gemma":[0.9871928,0.000018854887,0.002250738,0.0001625804,0.0007006195,0.000363214,0.00019457958,0.00011275915,0.009003855],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9928644,0.00042702147,0.0014869563,0.0013181954,0.001972038,0.0019314328],"domain_scores_gemma":[0.9957966,0.00022240789,0.00097345246,0.0016789229,0.00030150037,0.0010271238],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002051205,0.0008093034,0.0008139928,0.00065588683,0.0007744239,0.0035978267,0.0035401073,0.00033254683,0.00001872945],"category_scores_gemma":[0.00020933051,0.00076455664,0.0003814969,0.0015996305,0.0003156162,0.0030352825,0.001340831,0.0009184158,0.0001500289],"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":[0.00011265068,0.0009828835,0.6911169,0.0012598792,0.00085671316,0.0029078987,0.007896314,0.00010460775,0.00053306215,0.117553376,0.0051340186,0.17154166],"study_design_scores_gemma":[0.0018745015,0.0008894611,0.41305512,0.00041660297,0.000057510744,0.00045387557,0.00077194977,0.022013279,0.0006604162,0.00006556344,0.5584897,0.0012520795],"about_ca_topic_score_codex":0.0000068795416,"about_ca_topic_score_gemma":0.00008159824,"teacher_disagreement_score":0.55335563,"about_ca_system_score_codex":0.0003044965,"about_ca_system_score_gemma":0.00068783184,"threshold_uncertainty_score":0.99948055},"labels":[],"label_agreement":null},{"id":"W4381621829","doi":"10.31315/psb.v4i1.8905","title":"Tingkat Kerawanan Banjir di Sebagian Sub-DAS Kedungbener, Kecamatan Alian, Kabupaten Kebumen, Jawa Tengah","year":2023,"lang":"id","type":"article","venue":"Prosiding Seminar Nasional Teknik Lingkungan Kebumian SATU BUMI","topic":"Multimedia Learning Systems","field":"Computer Science","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":"Encana (Canada)","funders":"","keywords":"Physics; Forestry; Geography","score_opus":0.02904956005064617,"score_gpt":0.2889719810876626,"score_spread":0.2599224210370164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381621829","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":[0.9562087,0.0069301506,0.0013391477,0.007166389,0.01578723,0.004728161,0.000421835,0.0070420215,0.0003763624],"genre_scores_gemma":[0.95141226,0.0007222373,0.004057133,0.00042469756,0.0039051753,0.00034881418,0.0006451293,0.0007990193,0.03768555],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9806344,0.0020095054,0.0034034865,0.004958498,0.004182956,0.004811162],"domain_scores_gemma":[0.98779404,0.002460636,0.002313322,0.0038886333,0.0012914732,0.002251876],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0066638915,0.0027770286,0.0026390753,0.0023674439,0.0034010413,0.0028456587,0.005847416,0.0018295988,0.000013001145],"category_scores_gemma":[0.0028393264,0.002914304,0.001290031,0.0067765582,0.00088673836,0.0018841816,0.0033194753,0.004148782,0.005604859],"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":[0.00015538924,0.0005231811,0.0025937357,0.001394304,0.00048461245,0.0013206294,0.00985045,0.0005475444,0.93912685,0.0014424139,0.026316766,0.016244141],"study_design_scores_gemma":[0.0023917805,0.0008220185,0.007964849,0.0068876427,0.00027962247,0.0006119615,0.0013859632,0.0687742,0.85005856,0.00024620764,0.056748345,0.0038288422],"about_ca_topic_score_codex":0.00058967026,"about_ca_topic_score_gemma":0.00008229851,"teacher_disagreement_score":0.08906827,"about_ca_system_score_codex":0.0016043116,"about_ca_system_score_gemma":0.0020208454,"threshold_uncertainty_score":0.99953145},"labels":[],"label_agreement":null},{"id":"W4382072768","doi":"10.59934/jaiea.v2i2.154","title":"DEVELOPMENT OF HYBRID ENCRYPTION METHOD USING AFFINE CIPHER, VIGENERE CIPHER, AND ELGAMAL ALGORITHM TO SECURE TEXT MESSAGES IN DATA COMMUNICATION SYSTEM","year":2023,"lang":"en","type":"article","venue":"Journal of Artificial Intelligence and Engineering Applications (JAIEA)","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"ElGamal encryption; Computer science; Ciphertext; Plaintext; Transposition cipher; Cipher; Encryption; Theoretical computer science; Stream cipher; Algorithm; Running key cipher; Computer security; Public-key cryptography","score_opus":0.07294679453116017,"score_gpt":0.3362158987157876,"score_spread":0.26326910418462746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382072768","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":[0.07093429,0.00040123606,0.9280808,0.00018755758,0.000104781735,0.00022972324,0.0000058895253,0.000049830687,0.0000058811024],"genre_scores_gemma":[0.3137928,0.00008087039,0.6859962,0.000004080652,0.00007679441,0.000021676256,0.000007969123,0.000012107282,0.0000075597977],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99839836,0.00007457704,0.0008190702,0.0002579606,0.00026319464,0.00018686149],"domain_scores_gemma":[0.99871594,0.00018867226,0.00030114187,0.0005261793,0.00016146284,0.00010657835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018405498,0.00013485142,0.00027764164,0.0004338779,0.00010976214,0.00009818077,0.0007547519,0.000052729345,0.0000018022653],"category_scores_gemma":[0.00008104561,0.00013592221,0.000024825844,0.000888413,0.000022425262,0.00034588188,0.00033955072,0.00020715845,0.0000066498906],"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":[0.0000076777715,0.000058576,0.000064422595,0.00018696843,0.00004843826,0.000006664632,0.0041762386,0.22840083,0.05280686,0.0034373598,0.000047339465,0.7107586],"study_design_scores_gemma":[0.00003865974,0.000019582418,0.0002940531,0.0002781542,0.000011844421,0.00006531146,0.0011408135,0.98246264,0.013375931,0.000074505915,0.0021025236,0.00013595208],"about_ca_topic_score_codex":0.00004600083,"about_ca_topic_score_gemma":0.00002050983,"teacher_disagreement_score":0.7540618,"about_ca_system_score_codex":0.000086688575,"about_ca_system_score_gemma":0.00008648238,"threshold_uncertainty_score":0.5542747},"labels":[],"label_agreement":null},{"id":"W4382129462","doi":"10.30998/jurnalpkm.v4i4.6403","title":"Pengayaan Kemampuan Olah Basis Data MySQL Pada UKM LCC Politeknik LP3I Jakarta","year":2021,"lang":"id","type":"article","venue":"Jurnal PkM (Pengabdian kepada Masyarakat)","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Physics; Humanities; Political science; Art","score_opus":0.05364153008821665,"score_gpt":0.2879882761886714,"score_spread":0.23434674610045475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382129462","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":[0.47459614,0.06421731,0.08068582,0.09350037,0.103037715,0.012503824,0.0069709714,0.0063569234,0.15813094],"genre_scores_gemma":[0.9220301,0.0008656309,0.015585632,0.0035067454,0.0070949206,0.0000741138,0.0012070583,0.0005368603,0.049098954],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9778073,0.00465932,0.003534825,0.0055882586,0.0042030653,0.0042072344],"domain_scores_gemma":[0.9786094,0.0026068483,0.0020174284,0.012296784,0.0013103256,0.0031592587],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.005591609,0.0022763691,0.0027979692,0.001006974,0.002161932,0.005067454,0.012121107,0.0011983544,0.00264561],"category_scores_gemma":[0.004059633,0.0024788126,0.0010153226,0.003743891,0.0006641298,0.0043768077,0.007153095,0.0050526652,0.008983615],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00060599856,0.005320799,0.10146986,0.00446572,0.0046058716,0.036900517,0.039225336,0.0008729499,0.025524393,0.012149312,0.5535637,0.21529551],"study_design_scores_gemma":[0.0055287913,0.0007059091,0.053266965,0.0023288224,0.0006474826,0.004199753,0.0030352778,0.12202362,0.0058618025,0.0003433922,0.7968456,0.005212598],"about_ca_topic_score_codex":0.0031915882,"about_ca_topic_score_gemma":0.00287424,"teacher_disagreement_score":0.44743395,"about_ca_system_score_codex":0.001167551,"about_ca_system_score_gemma":0.0051413993,"threshold_uncertainty_score":0.9991371},"labels":[],"label_agreement":null},{"id":"W4382992196","doi":"10.53810/jt.v23i2.454","title":"OPTIMASI POLA OPERASIONAL WADUK PENJALIN KECAMATAN PAGUYANGAN KABUPATEN BREBES TERHADAP KEBUTUHAN IRIGASI","year":2023,"lang":"id","type":"article","venue":"Teodolita Media Komunkasi Ilmiah di Bidang teknik","topic":"Multimedia Learning Systems","field":"Computer Science","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":"WiLAN (Canada)","funders":"","keywords":"Physics; Forestry; Environmental science; Environmental engineering; Hydrology (agriculture); Geography; Engineering; Geotechnical engineering","score_opus":0.04538153908589625,"score_gpt":0.2819099804475297,"score_spread":0.23652844136163342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382992196","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":[0.9105907,0.0058461893,0.0037985712,0.022175776,0.030526428,0.005084827,0.0008362109,0.009498439,0.01164286],"genre_scores_gemma":[0.9527605,0.0007264256,0.0125197405,0.0007782458,0.005251294,0.0004286167,0.0012605524,0.00070299796,0.025571618],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.98201585,0.0025999346,0.0029199354,0.0038122863,0.004220756,0.004431225],"domain_scores_gemma":[0.9872982,0.0035740652,0.0012300055,0.0048465542,0.0008141066,0.0022370839],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0051364657,0.002273773,0.002537608,0.0020416554,0.001389035,0.0020961352,0.00781464,0.0014106403,0.00068607106],"category_scores_gemma":[0.0033768748,0.0021961578,0.0010702913,0.004566582,0.001158778,0.0021283478,0.0039525526,0.0028235146,0.01667926],"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":[0.00078875513,0.003522071,0.12239636,0.004543241,0.0028334826,0.010028502,0.17831849,0.0018078599,0.14719023,0.02800607,0.3802438,0.12032114],"study_design_scores_gemma":[0.010298658,0.0016054432,0.569056,0.006124711,0.00068695116,0.0014283035,0.012371007,0.17710441,0.015660431,0.001004751,0.19525924,0.009400089],"about_ca_topic_score_codex":0.002772598,"about_ca_topic_score_gemma":0.00033845898,"teacher_disagreement_score":0.44665965,"about_ca_system_score_codex":0.0010079944,"about_ca_system_score_gemma":0.0016075813,"threshold_uncertainty_score":0.999911},"labels":[],"label_agreement":null},{"id":"W4384347856","doi":"10.59697/jsik.v6i2.163","title":"PEMILIHAN TEMPAT PENYULUHAN BERDASARKAN TINGKAT KERAWANAN DENGAN MENGGUNAKAN METODE SMART","year":2022,"lang":"en","type":"article","venue":"Jurnal Sistem Informasi Kaputama (JSIK)","topic":"Multimedia Learning Systems","field":"Computer Science","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":"Kootenay Association for Science & Technology","funders":"","keywords":"Agency (philosophy); Government (linguistics); Substance abuse; Recovery rate; Business; Psychology; Psychiatry; Sociology; Social science","score_opus":0.0108955768432146,"score_gpt":0.22134882554197305,"score_spread":0.21045324869875845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384347856","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":[0.8009282,0.0010003927,0.020399047,0.0046526785,0.011597754,0.0033489352,0.000058450478,0.0034138714,0.15460068],"genre_scores_gemma":[0.984822,0.000009507458,0.004786045,0.0010255158,0.00058591494,0.00027211176,0.000064335174,0.00009175901,0.008342847],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.992345,0.0007907198,0.0017517635,0.0010053294,0.0025560933,0.0015511246],"domain_scores_gemma":[0.995629,0.00043872508,0.0011276348,0.0017202123,0.00028517086,0.0007992163],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0033564828,0.00075802655,0.0009117068,0.00071899925,0.0022700347,0.00091431924,0.00376771,0.00020328125,0.00023950664],"category_scores_gemma":[0.00025818747,0.0007486636,0.0005428754,0.0015916752,0.00012585086,0.0017974485,0.0022071293,0.0017432213,0.00027898792],"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":[0.00056590204,0.0018628262,0.25535247,0.0016332271,0.002012538,0.0025009504,0.13075614,0.026243605,0.011799871,0.052027013,0.04115941,0.47408608],"study_design_scores_gemma":[0.0024394707,0.00081513386,0.028455617,0.00014273908,0.00007100348,0.001993186,0.0028820646,0.10011188,0.0018168835,0.00011490207,0.8594774,0.0016797163],"about_ca_topic_score_codex":0.00023883744,"about_ca_topic_score_gemma":0.000103209684,"teacher_disagreement_score":0.818318,"about_ca_system_score_codex":0.00094375346,"about_ca_system_score_gemma":0.0005899453,"threshold_uncertainty_score":0.99949646},"labels":[],"label_agreement":null},{"id":"W4384347870","doi":"10.59697/jsik.v6i2.159","title":"PEMILIHAN DUTA GENERASI BERENCANA DENGAN MENGGUNAKAN METODE SMART (STUDI KASUS DINAS PENGENDALIAN PENDUDUK DAN KELUARGA BERENCANA KOTA BINJAI)","year":2022,"lang":"id","type":"article","venue":"Jurnal Sistem Informasi Kaputama (JSIK)","topic":"Multimedia Learning Systems","field":"Computer Science","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":"Kootenay Association for Science & Technology","funders":"","keywords":"Humanities; Mathematics; Physics; Art","score_opus":0.02509393602666182,"score_gpt":0.246677743741487,"score_spread":0.22158380771482517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384347870","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":[0.8105942,0.006680612,0.0030374099,0.00798899,0.033200487,0.0069663795,0.00058928714,0.0022272845,0.12871535],"genre_scores_gemma":[0.96006566,0.0001978033,0.002107222,0.0010456544,0.002337135,0.0006050963,0.00039197062,0.0003393705,0.03291009],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.97875494,0.0029296174,0.0047281547,0.002956302,0.0062490744,0.0043819076],"domain_scores_gemma":[0.98782945,0.00091744226,0.0035555959,0.00394405,0.0010205982,0.0027328667],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0061988523,0.002554871,0.0029012104,0.0017537732,0.0058911247,0.0024483516,0.00830319,0.00075863174,0.0013186788],"category_scores_gemma":[0.00066583103,0.002721381,0.0015650684,0.004067442,0.00057466695,0.0026411812,0.005740856,0.0052506207,0.00068982213],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017057526,0.005508512,0.3122339,0.005318681,0.0112498775,0.009565615,0.19755791,0.016820498,0.011961143,0.03447912,0.1038354,0.2897636],"study_design_scores_gemma":[0.0048359777,0.0023844042,0.05205019,0.00035603385,0.00072207156,0.0032253473,0.008649451,0.060025048,0.0014123574,0.0000458228,0.8622595,0.004033786],"about_ca_topic_score_codex":0.0027270215,"about_ca_topic_score_gemma":0.002131151,"teacher_disagreement_score":0.7584241,"about_ca_system_score_codex":0.0039249826,"about_ca_system_score_gemma":0.003548078,"threshold_uncertainty_score":0.9998988},"labels":[],"label_agreement":null},{"id":"W4384573866","doi":"10.59697/jsik.v6i2.190","title":"Implementasi Analisa Persediaan Barang Menggunakan Metode Apriori Pada Percetakan Indah Jaya Berbasis WEB","year":2022,"lang":"id","type":"article","venue":"Jurnal Sistem Informasi Kaputama (JSIK)","topic":"Multimedia Learning Systems","field":"Computer Science","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":"Kootenay Association for Science & Technology","funders":"","keywords":"Business; Humanities; Art","score_opus":0.020155842450818973,"score_gpt":0.2556694876365561,"score_spread":0.23551364518573714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384573866","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":[0.8386695,0.0036720226,0.002987651,0.0105630355,0.025364593,0.006491937,0.00087174826,0.0019684562,0.10941108],"genre_scores_gemma":[0.97553766,0.00013241697,0.0027759091,0.0023898485,0.0022679013,0.0004873174,0.00033736683,0.0002186146,0.015852941],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9829712,0.0020676444,0.0040350775,0.002002581,0.0055921003,0.0033314321],"domain_scores_gemma":[0.9915261,0.00079704344,0.0026802265,0.0026880628,0.0005856129,0.001722921],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0059612812,0.0017881679,0.0021393169,0.0014893947,0.0045934278,0.0023848577,0.005537894,0.0005012828,0.002663179],"category_scores_gemma":[0.00030891388,0.0018874938,0.0016200808,0.0032435565,0.00040661285,0.003183324,0.0039962702,0.0036998822,0.00077705114],"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":[0.0011235689,0.0025576265,0.21467467,0.0032400636,0.0055672945,0.0032210823,0.22897445,0.013507294,0.0065834727,0.012340354,0.084932506,0.42327762],"study_design_scores_gemma":[0.0043715755,0.0012620171,0.018652555,0.00022391313,0.00039787652,0.0013323973,0.014588863,0.07392403,0.00028409617,0.0000128996435,0.882741,0.0022088112],"about_ca_topic_score_codex":0.00070379063,"about_ca_topic_score_gemma":0.00020912515,"teacher_disagreement_score":0.79780847,"about_ca_system_score_codex":0.0035310425,"about_ca_system_score_gemma":0.0025504325,"threshold_uncertainty_score":0.99984264},"labels":[],"label_agreement":null},{"id":"W4384573891","doi":"10.59697/jsik.v6i2.177","title":"Sistem Pendukung Keputusan Penerima Zakat Menggunakan Metode Simple Multi Attribute Rating Technique (SMART) (STUDI KASUS: Kantor Baznas Kota Binjai)","year":2022,"lang":"id","type":"article","venue":"Jurnal Sistem Informasi Kaputama (JSIK)","topic":"Multimedia Learning Systems","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":"Kootenay Association for Science & Technology","funders":"","keywords":"Humanities; Mathematics; Informatics engineering; Physics; Art; Engineering; Electrical engineering","score_opus":0.03198402522687665,"score_gpt":0.2711666163089512,"score_spread":0.23918259108207457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384573891","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3655499,0.021533366,0.402398,0.011133202,0.06361203,0.044778094,0.0015451346,0.013690055,0.075760245],"genre_scores_gemma":[0.9503184,0.000110644236,0.016113978,0.0010383469,0.0018940155,0.0019735373,0.0004977713,0.0004321905,0.027621105],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.978957,0.0030903532,0.0057470365,0.0027932464,0.0052890736,0.0041232994],"domain_scores_gemma":[0.98711324,0.0015175262,0.0050075855,0.0034238955,0.0011845279,0.0017532178],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.009439673,0.002480169,0.0031412723,0.0014163271,0.0061878944,0.0033698266,0.006456469,0.0008269311,0.00040217297],"category_scores_gemma":[0.00096809486,0.0025900125,0.001739265,0.0038041435,0.0004798356,0.0041577825,0.0069437115,0.004828865,0.0003759783],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027350115,0.0109690875,0.27292886,0.018107504,0.011368327,0.013698281,0.14490879,0.0917526,0.18873534,0.024216706,0.05360558,0.1669739],"study_design_scores_gemma":[0.005651752,0.0020252448,0.009800006,0.00090719486,0.00039478627,0.0035979163,0.0044762674,0.2055144,0.0066187466,0.000010875112,0.7572924,0.0037104203],"about_ca_topic_score_codex":0.0003574607,"about_ca_topic_score_gemma":0.00015854056,"teacher_disagreement_score":0.70368683,"about_ca_system_score_codex":0.004398709,"about_ca_system_score_gemma":0.002369417,"threshold_uncertainty_score":0.9994232},"labels":[],"label_agreement":null},{"id":"W4384920478","doi":"10.59897/jsi.v4i1.124","title":"Aplikasi Database Untuk Mengelola Persediaan Barang di Toko Baju D’Clothing Menggunakan Pendekatan Entity Relationship Chart","year":2023,"lang":"en","type":"article","venue":"Jurnal Sains Indonesia","topic":"Multimedia Learning Systems","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":"Encana (Canada)","funders":"","keywords":"Clothing; Computer science; Database; Table (database); sync; Chart; Key (lock); Computer security; Telecommunications; Statistics; Mathematics; Frame (networking)","score_opus":0.03607890101829982,"score_gpt":0.28065544895456374,"score_spread":0.24457654793626393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384920478","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":[0.9464691,0.00019823648,0.043210104,0.0022778779,0.0027313516,0.0006959712,0.000041060342,0.001484638,0.002891618],"genre_scores_gemma":[0.99524343,0.000030337123,0.002857389,0.00016579966,0.0007465401,0.00006582932,0.000111087866,0.000057792997,0.0007217938],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.995499,0.00065581675,0.0007286138,0.0009390168,0.0012751718,0.00090235914],"domain_scores_gemma":[0.9969403,0.0007406346,0.00036657078,0.0013627008,0.00014276915,0.00044700928],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027805462,0.00039973488,0.00045248913,0.000683993,0.00091392675,0.00054100546,0.0016831284,0.00021180237,0.00005187979],"category_scores_gemma":[0.0005300958,0.00039976762,0.0001964739,0.0017548869,0.00009351631,0.0016663518,0.00061579363,0.0010535133,0.0012679896],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051433643,0.00024206607,0.8890359,0.00028369736,0.00019170255,0.0012538437,0.023314789,0.0010841526,0.007564437,0.052656993,0.008795867,0.0155251585],"study_design_scores_gemma":[0.0018334534,0.00011255604,0.85600203,0.0002924216,0.000051326977,0.0002204977,0.0011635716,0.1191192,0.0005518745,0.00024726667,0.019351197,0.0010546346],"about_ca_topic_score_codex":0.0002444191,"about_ca_topic_score_gemma":0.000103469814,"teacher_disagreement_score":0.11803504,"about_ca_system_score_codex":0.0003120411,"about_ca_system_score_gemma":0.0002492009,"threshold_uncertainty_score":0.99984545},"labels":[],"label_agreement":null},{"id":"W4385150419","doi":"10.58860/jti.v2i1.9","title":"Perancangan Sistem Informasi Absensi Berbasis Android Menggunakan Geolocator","year":2023,"lang":"en","type":"article","venue":"Jurnal Teknik Indonesia","topic":"Multimedia Learning Systems","field":"Computer Science","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":"Adidas (Canada)","funders":"","keywords":"Attendance; Android (operating system); Waterfall model; Computer science; Information system; Android application; Multimedia; Operating system; Engineering; Software; Electrical engineering","score_opus":0.013757939218864635,"score_gpt":0.23876306393272353,"score_spread":0.2250051247138589,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385150419","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":[0.9894735,0.00017415085,0.0019050139,0.0020343994,0.0014744914,0.00039906937,0.000002319451,0.0013516248,0.0031854087],"genre_scores_gemma":[0.9923818,0.00003359871,0.0031634015,0.00042968962,0.00045003346,0.00005161283,0.000012883076,0.00004292731,0.0034340315],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9970073,0.00018691659,0.0006393241,0.00052382826,0.00087332004,0.0007692829],"domain_scores_gemma":[0.99803424,0.00024690552,0.0002930067,0.00088453473,0.00018813835,0.00035320115],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009811508,0.00032315066,0.0004373662,0.00046530543,0.00036999868,0.00033402664,0.0011590973,0.00018354236,0.000006083],"category_scores_gemma":[0.00011389112,0.0002935958,0.00018980722,0.001476641,0.000078244615,0.00072494615,0.00032877256,0.00048492488,0.0010058081],"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":[0.00009616331,0.00026552862,0.372511,0.0006091035,0.00045086205,0.0019253729,0.02559887,0.002466596,0.015925935,0.027156763,0.030985134,0.52200866],"study_design_scores_gemma":[0.0021465053,0.0002461099,0.46958596,0.00020430007,0.000028843195,0.0007926269,0.00045916476,0.1071964,0.0049070586,0.00008270075,0.413267,0.0010833329],"about_ca_topic_score_codex":0.000038037128,"about_ca_topic_score_gemma":0.000018173614,"teacher_disagreement_score":0.52092534,"about_ca_system_score_codex":0.00012729726,"about_ca_system_score_gemma":0.00022027372,"threshold_uncertainty_score":0.9999516},"labels":[],"label_agreement":null},{"id":"W4386541810","doi":"10.29313/bcsurp.v3i2.8220","title":"Efektivitas Kolam Retensi dalam Penanganan Bencana Banjir di Kecamatan Jatinangor, Kabupaten Sumedang","year":2023,"lang":"en","type":"article","venue":"Bandung Conference Series Urban & Regional Planning","topic":"Multimedia Learning Systems","field":"Computer Science","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":"Encana (Canada)","funders":"Universitas Islam Bandung","keywords":"Forestry; Geography; Environmental science","score_opus":0.0528706527725944,"score_gpt":0.2652945668778171,"score_spread":0.2124239141052227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386541810","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":[0.9347954,0.0016020343,0.024235731,0.011825946,0.0045078835,0.0019017281,0.0000732842,0.005874192,0.015183813],"genre_scores_gemma":[0.988787,0.00003840578,0.0026448423,0.00014192033,0.00039499553,0.000092515475,0.00027061978,0.00006955529,0.0075601535],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99541825,0.00035429152,0.0006957014,0.0012112488,0.001115498,0.0012050126],"domain_scores_gemma":[0.9970528,0.0005538363,0.00045057133,0.001182414,0.00036960814,0.00039079587],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00094095233,0.0005805713,0.00068273593,0.00047683303,0.00067619636,0.00068630674,0.0018556481,0.00026310046,0.000044835215],"category_scores_gemma":[0.00037406522,0.0005546886,0.00018595887,0.0013042759,0.00027779065,0.0016839491,0.00061454484,0.0006601789,0.00027577407],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024076976,0.00015280652,0.51279986,0.00063529256,0.0005659959,0.0040646247,0.059217684,0.0019881388,0.019905262,0.18269327,0.19441259,0.02332368],"study_design_scores_gemma":[0.0017940488,0.000654994,0.727769,0.0023356937,0.00008339588,0.0008194322,0.0044965036,0.12821516,0.002855632,0.0019406776,0.12623632,0.0027991286],"about_ca_topic_score_codex":0.0003662677,"about_ca_topic_score_gemma":0.000064406595,"teacher_disagreement_score":0.21496913,"about_ca_system_score_codex":0.00014045235,"about_ca_system_score_gemma":0.0004443418,"threshold_uncertainty_score":0.9996905},"labels":[],"label_agreement":null},{"id":"W4387216784","doi":"10.59697/jik.v4i2.336","title":"SISTEM PAKAR MENGIDENTIFIKASI KEMAMPUAN OTAK PADA ANAK TERHADAP CARA BELAJAR MENGGUNAKAN METODE CERTAINTY FACTOR BERBASIS WEB","year":2020,"lang":"id","type":"article","venue":"Jurnal Informatika Kaputama (JIK)","topic":"Multimedia Learning Systems","field":"Computer Science","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":"Kootenay Association for Science & Technology","funders":"","keywords":"Humanities; Psychology; Physics; Art","score_opus":0.03211804332278609,"score_gpt":0.250134390231413,"score_spread":0.2180163469086269,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387216784","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":[0.83368033,0.0046058698,0.03767594,0.034459002,0.021179184,0.00860982,0.00096536335,0.0044796364,0.05434482],"genre_scores_gemma":[0.9796205,0.00020306134,0.007750853,0.0037788607,0.002147227,0.00013664305,0.0001565486,0.00022030823,0.005986004],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.98549443,0.0013123937,0.0046872417,0.0017782581,0.0039582,0.0027694434],"domain_scores_gemma":[0.98974633,0.001008793,0.00315828,0.0023623183,0.00095669285,0.0027675582],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0019317521,0.0019920296,0.0025768266,0.0007944604,0.0013593227,0.0038909588,0.0048077987,0.00097282976,0.00064620073],"category_scores_gemma":[0.0009200559,0.0019023786,0.0013888583,0.0025060887,0.0003743528,0.005436803,0.0019375939,0.0030204065,0.0033246845],"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":[0.00089761347,0.0014271779,0.033893313,0.009944493,0.008089012,0.0023540442,0.3932734,0.022217438,0.0117210485,0.00660419,0.16940042,0.34017783],"study_design_scores_gemma":[0.003014957,0.0008156696,0.0056298957,0.0007863034,0.0002633346,0.00030511973,0.0037637802,0.41996717,0.0024369115,0.0000170301,0.56073934,0.0022605136],"about_ca_topic_score_codex":0.00049934856,"about_ca_topic_score_gemma":0.0001598468,"teacher_disagreement_score":0.39774975,"about_ca_system_score_codex":0.0010733779,"about_ca_system_score_gemma":0.0015177121,"threshold_uncertainty_score":0.99994075},"labels":[],"label_agreement":null},{"id":"W4387216829","doi":"10.59697/jik.v2i1.431","title":"SISTEM INFORMASI BERBASIS WEB PADA BADAN NARKOTIKA NASIONAL (BNN) KOTA BINJAI","year":2018,"lang":"id","type":"article","venue":"Jurnal Informatika Kaputama (JIK)","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Humanities; Physics; Art","score_opus":0.017151193873509142,"score_gpt":0.24950958938869502,"score_spread":0.2323583955151859,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387216829","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":[0.5454485,0.0015824377,0.018884458,0.009168304,0.038973663,0.0045572533,0.00025929554,0.0027615253,0.3783646],"genre_scores_gemma":[0.9188031,0.00019860071,0.016553838,0.0055209394,0.0052155033,0.00013569857,0.00015542304,0.00020964445,0.053207263],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98680604,0.0006283657,0.0044362647,0.0011472929,0.0041499147,0.0028321086],"domain_scores_gemma":[0.9899009,0.0008930714,0.0029999916,0.0025946358,0.0018369328,0.0017744969],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0033817154,0.0016498724,0.00171861,0.0013168281,0.0019694527,0.0033036396,0.0048919423,0.0010640739,0.00068719184],"category_scores_gemma":[0.00082395074,0.001523025,0.0009580611,0.0026598596,0.0009797077,0.0082483655,0.0023922308,0.0024927787,0.01169355],"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":[0.0009364268,0.0012745678,0.0205049,0.0035539838,0.0022190239,0.0005243237,0.09254113,0.0013155264,0.0025723428,0.024347015,0.3015147,0.54869604],"study_design_scores_gemma":[0.0024560988,0.0011200294,0.0071580973,0.001179337,0.00008139159,0.0011658755,0.00092627073,0.2475976,0.0012459564,0.000031135725,0.73547935,0.0015588427],"about_ca_topic_score_codex":0.0001695176,"about_ca_topic_score_gemma":0.00012514538,"teacher_disagreement_score":0.5471372,"about_ca_system_score_codex":0.00095418905,"about_ca_system_score_gemma":0.0027442807,"threshold_uncertainty_score":0.9998085},"labels":[],"label_agreement":null},{"id":"W4387226928","doi":"10.59697/jik.v1i2.445","title":"Sistem Informasi Bank Data Proyek Dinas Pekerjaan Umum Kota Binjai","year":2017,"lang":"id","type":"article","venue":"Jurnal Informatika Kaputama (JIK)","topic":"Multimedia Learning Systems","field":"Computer Science","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":"Kootenay Association for Science & Technology","funders":"","keywords":"Computer science; Operating system; Database; Humanities","score_opus":0.07637972177013973,"score_gpt":0.3201928363450477,"score_spread":0.24381311457490795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387226928","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14328843,0.0024638749,0.05541212,0.024598286,0.05100499,0.010049845,0.000855925,0.0030635968,0.7092629],"genre_scores_gemma":[0.9022207,0.0004277869,0.012995791,0.0020893859,0.0039661014,0.00015754791,0.0006499838,0.0002454751,0.07724723],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9887654,0.00040271744,0.0037206686,0.0013608505,0.0031987727,0.0025515845],"domain_scores_gemma":[0.98006475,0.00051782985,0.005421506,0.011684497,0.0009070316,0.0014044141],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","scholarly_communication","open_science"],"category_scores_codex":[0.0047730114,0.0014409318,0.0016726245,0.0007328562,0.0038865677,0.01265443,0.019715805,0.00083178893,0.0001884924],"category_scores_gemma":[0.00244968,0.0013054383,0.00051016925,0.0006589865,0.0008272883,0.02340133,0.011076455,0.0027411825,0.006262736],"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":[0.00046095997,0.0009211597,0.050118104,0.006016461,0.0018077402,0.0008878542,0.07105198,0.0010638842,0.00030913926,0.01924018,0.19442916,0.6536934],"study_design_scores_gemma":[0.0021417963,0.00039881532,0.029163849,0.0011491122,0.00009788949,0.0006805169,0.00055665046,0.3443162,0.00016105513,0.000028565519,0.6199998,0.0013057033],"about_ca_topic_score_codex":0.00036219152,"about_ca_topic_score_gemma":0.000118037045,"teacher_disagreement_score":0.7589323,"about_ca_system_score_codex":0.00052177487,"about_ca_system_score_gemma":0.0018232781,"threshold_uncertainty_score":0.99983406},"labels":[],"label_agreement":null},{"id":"W4387377970","doi":"10.59934/jaiea.v3i1.315","title":"Forecasting System For Increasing Crime At The Binjai City Police Station With The Application Of The Website-Based Exponential Smoothing Method","year":2023,"lang":"en","type":"article","venue":"Journal of Artificial Intelligence and Engineering Applications (JAIEA)","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Smoothing; Population; Mathematics; Statistics; Sociology; Demography","score_opus":0.047053216522072144,"score_gpt":0.2960562352162176,"score_spread":0.24900301869414546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387377970","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12617655,0.00004017394,0.872185,0.000888995,0.000121690464,0.0005252109,0.00000495907,0.000049559214,0.0000078784715],"genre_scores_gemma":[0.95787513,0.0000021628925,0.04173181,0.000019563826,0.00020862714,0.00013709646,0.000002320981,0.000014888651,0.000008383933],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99867105,0.00011795238,0.0005091031,0.0001790124,0.00033342425,0.0001894372],"domain_scores_gemma":[0.9971226,0.0015575485,0.0005965793,0.0003861743,0.0002886647,0.00004845812],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022891166,0.00012038065,0.0001711247,0.00015181686,0.00048343244,0.00013517264,0.00062490883,0.000048826674,5.265857e-7],"category_scores_gemma":[0.00013557232,0.00006797071,0.000089570436,0.00090507464,0.000063247455,0.00016500642,0.000086837485,0.0001961767,0.0000026220948],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059660444,0.000028602015,0.0003361125,0.00020568701,0.0000613538,3.9661526e-7,0.004044214,0.849112,0.068225555,0.009485094,0.000050030256,0.06839131],"study_design_scores_gemma":[0.000045535115,0.000036532336,0.0005878393,0.00009670701,0.000037889597,0.000038415892,0.0008309494,0.96153224,0.03573842,0.00008560921,0.0008896048,0.0000802905],"about_ca_topic_score_codex":0.00025874123,"about_ca_topic_score_gemma":0.000037487247,"teacher_disagreement_score":0.8316986,"about_ca_system_score_codex":0.00009139134,"about_ca_system_score_gemma":0.00007453047,"threshold_uncertainty_score":0.37182203},"labels":[],"label_agreement":null},{"id":"W4387401606","doi":"10.59934/jaiea.v3i1.341","title":"Selection of the Best Village Crop Potential Using the Multi-Attribute Border Approximation Area Comparison (MABAC) Method","year":2023,"lang":"en","type":"article","venue":"Journal of Artificial Intelligence and Engineering Applications (JAIEA)","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Subsidy; Agriculture; Decision support system; Government (linguistics); Service (business); Process (computing); Work (physics); Selection (genetic algorithm); Computer science; Business; Environmental economics; Operations research; Engineering; Geography; Data mining; Economics; Marketing; Artificial intelligence","score_opus":0.06914068920787354,"score_gpt":0.34657002105916646,"score_spread":0.2774293318512929,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387401606","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08344721,0.000079931335,0.9154438,0.00041258748,0.0003251335,0.00024529075,0.0000021520104,0.00004110697,0.0000028299748],"genre_scores_gemma":[0.90367454,0.000022656544,0.09607809,0.000007877581,0.00017023631,0.000017236163,0.0000010963345,0.000011401259,0.000016888205],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986188,0.00008609409,0.00063627603,0.00016281675,0.00031478374,0.00018127036],"domain_scores_gemma":[0.9987391,0.00019164658,0.00045590303,0.0002692041,0.0002923894,0.000051761905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010105263,0.00011868586,0.00020399984,0.00020585464,0.00025927663,0.00013614184,0.0005358072,0.000070831695,0.0000030669605],"category_scores_gemma":[0.00013357765,0.00008214461,0.00009346919,0.0012644496,0.00004862283,0.00021385755,0.00009860092,0.0002943178,0.0000075672874],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000032094626,0.000059791837,0.00046286776,0.000033876244,0.000037764767,5.559984e-7,0.0011169312,0.8803039,0.09007544,0.001702146,0.000027333203,0.026176145],"study_design_scores_gemma":[0.000028390663,0.000026825115,0.0006577812,0.000048268877,0.000027986847,0.000049499697,0.0004885757,0.9620096,0.035919394,0.00010856519,0.00055251695,0.00008257598],"about_ca_topic_score_codex":0.000045711316,"about_ca_topic_score_gemma":0.0000059680783,"teacher_disagreement_score":0.8202273,"about_ca_system_score_codex":0.000049704664,"about_ca_system_score_gemma":0.000056664587,"threshold_uncertainty_score":0.334976},"labels":[],"label_agreement":null},{"id":"W4387402072","doi":"10.59934/jaiea.v3i1.355","title":"Linear Regression Algorithm Predicts Bullying Rate Of Sma Negeri 6 Binjai Students","year":2023,"lang":"en","type":"article","venue":"Journal of Artificial Intelligence and Engineering Applications (JAIEA)","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"SMA*; Mathematics; Linear regression; Regression analysis; Affect (linguistics); Psychology; Statistics; Algorithm","score_opus":0.03630076115736843,"score_gpt":0.3104168447556963,"score_spread":0.2741160835983279,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387402072","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09632277,0.00017032232,0.9025302,0.0002532499,0.00043227847,0.00018082056,0.0000029158598,0.00009894169,0.000008503824],"genre_scores_gemma":[0.90212727,0.00040930475,0.09667038,0.000020300908,0.000593258,0.000042926793,0.0000038533526,0.000029457931,0.000103241946],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984412,0.000041662086,0.000726048,0.0002059598,0.0003633042,0.00022178493],"domain_scores_gemma":[0.99868476,0.0002505018,0.00037442116,0.00030937552,0.00024014439,0.00014077095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010540247,0.00013935498,0.00026416214,0.0004399747,0.00010333176,0.00010062881,0.0007054475,0.000079018406,0.000004119918],"category_scores_gemma":[0.00015108891,0.00012303737,0.0000777029,0.0009906428,0.0000402425,0.0002640446,0.00012218721,0.00026043516,0.000039137936],"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":[0.00002231488,0.00024021116,0.0013152697,0.00023966451,0.00015724347,0.000048287267,0.0043412624,0.20400709,0.13169588,0.0054122377,0.00044761674,0.6520729],"study_design_scores_gemma":[0.00006207276,0.00012880255,0.0013114731,0.00030430168,0.000017800989,0.000043744672,0.00027449982,0.95134485,0.041984454,0.00053909374,0.0038180253,0.00017089538],"about_ca_topic_score_codex":0.000016334967,"about_ca_topic_score_gemma":5.8344887e-7,"teacher_disagreement_score":0.8058598,"about_ca_system_score_codex":0.000032265154,"about_ca_system_score_gemma":0.000052802487,"threshold_uncertainty_score":0.5017319},"labels":[],"label_agreement":null},{"id":"W4387848296","doi":"10.23960/snip.v3i2.497","title":"ANALISIS KINERJA PENGELOLAAN AIR HUJAN DENGAN SISTEM PEMANENAN AIR HUJAN DAN INFILTRATION TRENCH DI PERUMAHAN DOSEN UNSRI KELURAHAN BUKIT LAMA","year":2023,"lang":"id","type":"article","venue":"Seminar Nasional Insinyur Profesional (SNIP)","topic":"Multimedia Learning Systems","field":"Computer Science","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":"Encana (Canada)","funders":"","keywords":"Forestry; Environmental science; Hydrology (agriculture); Surface runoff; Infiltration (HVAC); Physics; Geography; Meteorology; Engineering; Geotechnical engineering; Biology","score_opus":0.032717663177881134,"score_gpt":0.28665369768951704,"score_spread":0.25393603451163593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387848296","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":[0.97598124,0.0010842757,0.00041746587,0.008579045,0.0069641653,0.0026029828,0.00025477415,0.0015797568,0.0025363048],"genre_scores_gemma":[0.96242213,0.0002326239,0.0017131733,0.00077399245,0.0033924326,0.00024112011,0.0022765107,0.00032119636,0.028626837],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9815013,0.0034090376,0.0030747966,0.0037090918,0.0054504736,0.00285533],"domain_scores_gemma":[0.98944324,0.0027923058,0.0018541631,0.0027977778,0.0015140378,0.0015984637],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0042802496,0.0021111818,0.0020705452,0.0021989492,0.003018376,0.00073910126,0.0038535045,0.001477971,0.00016038762],"category_scores_gemma":[0.0015148818,0.002021047,0.0011190121,0.0055225655,0.00078950776,0.0022524518,0.0022083467,0.0027950222,0.0027954606],"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":[0.0022926435,0.0074066063,0.18295506,0.006573269,0.002742346,0.007924332,0.08848923,0.009243973,0.3881817,0.04078411,0.21052676,0.052879974],"study_design_scores_gemma":[0.004755857,0.0024504573,0.74056345,0.0068556084,0.00041906073,0.0012815426,0.011284155,0.12115234,0.022002317,0.00037435858,0.08374816,0.005112655],"about_ca_topic_score_codex":0.00074224133,"about_ca_topic_score_gemma":0.0007233472,"teacher_disagreement_score":0.5576084,"about_ca_system_score_codex":0.0010973439,"about_ca_system_score_gemma":0.0022092252,"threshold_uncertainty_score":0.9998183},"labels":[],"label_agreement":null},{"id":"W4389142774","doi":"10.47927/jikb.v14i2a.684","title":"Pengembangan Website Sistem Pendukung Keputusan menggunakan Metode Analytical Hierarchy Process untuk Menentukan Pembelian Mobil","year":2023,"lang":"id","type":"article","venue":"Jurnal Ilmu Komputer dan Bisnis","topic":"Multimedia Learning Systems","field":"Computer Science","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":"WiLAN (Canada)","funders":"","keywords":"Computer science; Humanities; Art","score_opus":0.03250172030426515,"score_gpt":0.30066768832099766,"score_spread":0.26816596801673254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389142774","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":[0.9203314,0.001480455,0.026715705,0.018938804,0.013725523,0.0035733439,0.00014068792,0.004058547,0.011035524],"genre_scores_gemma":[0.9705997,0.00031715605,0.0037425093,0.00094203046,0.004499793,0.00020312387,0.0001997014,0.00042258124,0.019073416],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.98430526,0.0020269386,0.0026953572,0.0036068994,0.0038759687,0.0034895637],"domain_scores_gemma":[0.9916308,0.00091211806,0.0013801865,0.0029794846,0.00088688795,0.0022105202],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0034528656,0.0018598333,0.0022180337,0.00246465,0.0015060841,0.0038054911,0.00535733,0.0008668667,0.00015326873],"category_scores_gemma":[0.00025693406,0.0018260555,0.0011468387,0.0064925584,0.00059586565,0.0024278709,0.0021255233,0.0026871448,0.0031925512],"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":[0.0008604634,0.005136831,0.1305773,0.00823788,0.008871247,0.01892965,0.14243168,0.03986294,0.013943053,0.010982034,0.25283498,0.36733195],"study_design_scores_gemma":[0.0024555656,0.001165987,0.028467212,0.0012472023,0.00036437713,0.0006165144,0.0009059559,0.74457234,0.0011373657,0.0000622311,0.21661995,0.0023852983],"about_ca_topic_score_codex":0.00021445556,"about_ca_topic_score_gemma":0.00006917469,"teacher_disagreement_score":0.7047094,"about_ca_system_score_codex":0.00084918214,"about_ca_system_score_gemma":0.0011385932,"threshold_uncertainty_score":0.9997938},"labels":[],"label_agreement":null},{"id":"W4389885910","doi":"10.26740/jggp.v21n2.p157-170","title":"FLOOD DISASTER PREPAREDNESS STUDY IN BANJAR CITY, WEST JAVA","year":2023,"lang":"en","type":"article","venue":"JURNAL GEOGRAFI Geografi dan Pengajarannya","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Flood myth; Emergency management; Preparedness; Vulnerability (computing); Agency (philosophy); Documentation; Government (linguistics); Geography; Data collection; Respondent; Environmental planning; Hazard; Pie chart; Business; Environmental resource management; Political science; Computer security; Computer science; Environmental science; Sociology; Statistics","score_opus":0.025634383006559874,"score_gpt":0.2871938276020195,"score_spread":0.26155944459545966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389885910","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":[0.9893843,0.00018651503,0.0010960973,0.0007612733,0.0023733685,0.0019450928,0.000020769017,0.0014572741,0.002775328],"genre_scores_gemma":[0.99661225,0.000024239454,0.0008015056,0.00014248987,0.00044840405,0.0003571823,0.000047199355,0.000096323,0.0014703904],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9915519,0.0011917454,0.001518758,0.0018958469,0.0019513046,0.0018904861],"domain_scores_gemma":[0.99573123,0.00054407434,0.00047207705,0.0023590364,0.00026875472,0.0006248371],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0035762216,0.0008170668,0.0010475625,0.0016746442,0.00055839,0.0010857601,0.0039257165,0.00029594908,0.00010705922],"category_scores_gemma":[0.00039626248,0.0007793121,0.0004018068,0.004878507,0.00016633245,0.0013531883,0.001835448,0.0013214959,0.0016427443],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006197671,0.0012293688,0.94977975,0.00008302129,0.00016158172,0.0011081442,0.026327485,0.001451798,0.0001547023,0.00016620512,0.0015851472,0.017890792],"study_design_scores_gemma":[0.003949868,0.0006811008,0.9517941,0.00023556003,0.00005321951,0.00015768217,0.004776928,0.024409546,0.000042196265,0.0001372316,0.012533475,0.0012290964],"about_ca_topic_score_codex":0.001667722,"about_ca_topic_score_gemma":0.0020027691,"teacher_disagreement_score":0.022957748,"about_ca_system_score_codex":0.00025830418,"about_ca_system_score_gemma":0.0002465878,"threshold_uncertainty_score":0.9999512},"labels":[],"label_agreement":null},{"id":"W4390285711","doi":"10.32767/jusim.v7i2.1721","title":"RANCANG BANGUN SISTEM INFORMASI PEMASARAN PRODUK UNGGULAN BAGI KELOMPOK USAHA KERAJINAN KABUPATEN PRINGSEWU LAMPUNG","year":2022,"lang":"id","type":"article","venue":"JUSIM (Jurnal Sistem Informasi Musirawas)","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Humanities; Art","score_opus":0.016817817580501257,"score_gpt":0.2267254843266643,"score_spread":0.20990766674616307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390285711","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":[0.59548527,0.0077996976,0.0059390552,0.0074124094,0.043315213,0.016243264,0.0001375438,0.00499249,0.31867507],"genre_scores_gemma":[0.8913055,0.00010542947,0.0030637197,0.0028389918,0.00270462,0.00083850743,0.00036389643,0.00039584286,0.09838348],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9809767,0.001460184,0.005417732,0.0023464274,0.0057564587,0.0040425123],"domain_scores_gemma":[0.98857194,0.00084829045,0.0041672015,0.0036193824,0.0011349223,0.0016582396],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0066695916,0.0023097778,0.002692991,0.0012715574,0.004689103,0.0029536174,0.0067661786,0.0007303228,0.00051651115],"category_scores_gemma":[0.000695499,0.0023690339,0.0015827827,0.0040240674,0.00048537433,0.004677701,0.005350817,0.004479105,0.00057128014],"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":[0.0019258629,0.0027969386,0.38087758,0.012472584,0.0033920333,0.0036541165,0.20877673,0.048568785,0.0048724255,0.043483645,0.015914042,0.27326527],"study_design_scores_gemma":[0.0050988654,0.0010893659,0.07121671,0.0010973267,0.00021986011,0.0017621617,0.0027489197,0.08175513,0.00041324206,0.000012082466,0.83180135,0.0027850054],"about_ca_topic_score_codex":0.00017843727,"about_ca_topic_score_gemma":0.00018023407,"teacher_disagreement_score":0.8158873,"about_ca_system_score_codex":0.0028945107,"about_ca_system_score_gemma":0.0026115284,"threshold_uncertainty_score":0.9989641},"labels":[],"label_agreement":null},{"id":"W4390615466","doi":"10.33558/bentang.v12i1.7904","title":"Akurasi Data Curah Hujan Satelit Terhadap Data Pengukuran di Daerah Tangkapan Air (DTA) Waduk Sutami","year":2024,"lang":"en","type":"article","venue":"Bentang Jurnal Teoritis dan Terapan Bidang Rekayasa Sipil","topic":"Multimedia Learning Systems","field":"Computer Science","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":"WiLAN (Canada)","funders":"","keywords":"Environmental science; Meteorology; Precipitation; Hydrology (agriculture); Flood myth; Geography; Geology","score_opus":0.05706790692350466,"score_gpt":0.3114233651436592,"score_spread":0.25435545822015454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390615466","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":[0.5614331,0.071511135,0.21218796,0.034421477,0.062177878,0.008461415,0.008434231,0.019529331,0.021843491],"genre_scores_gemma":[0.97771335,0.00044623856,0.012484314,0.00056949,0.003226126,0.000053678366,0.0027874922,0.00024915193,0.0024701562],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99056554,0.0007514977,0.0015607895,0.003453769,0.002022832,0.0016456003],"domain_scores_gemma":[0.98958904,0.00074990804,0.00042670374,0.008240518,0.00019559388,0.0007982573],"candidate_categories":["metaepi_narrow","scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.0022310824,0.0010038182,0.0010053131,0.0007333288,0.0006639338,0.003057368,0.012399178,0.0003515574,0.00009850493],"category_scores_gemma":[0.0004544905,0.0009723897,0.00028272255,0.0016309911,0.00031519076,0.005266334,0.0049651884,0.0015949348,0.00047004907],"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":[0.00005628075,0.00048283275,0.04522529,0.00097012334,0.0007506843,0.004960025,0.0047023366,0.00003418592,0.0206663,0.008188758,0.09230591,0.8216573],"study_design_scores_gemma":[0.0025583692,0.0004618648,0.06326577,0.0033769372,0.00024889343,0.004170799,0.0010488564,0.14354736,0.0016510872,0.0003337482,0.77622485,0.0031114398],"about_ca_topic_score_codex":0.00065010117,"about_ca_topic_score_gemma":0.00042649548,"teacher_disagreement_score":0.8185458,"about_ca_system_score_codex":0.00045229495,"about_ca_system_score_gemma":0.00043154482,"threshold_uncertainty_score":0.99927264},"labels":[],"label_agreement":null},{"id":"W4390780437","doi":"10.36448/jts.v14i2.3477","title":"ANALISA LUAS GENANGAN MENGGUNAKAN APLIKASI HEC-RAS 6.1 SECARA 3D DENGAN LUAS GENANGAN BANJIR YANG PERNAH TERJADI PADA DAS WAY PISANG (STUDI KASUS: DAS WAY PISANG)","year":2023,"lang":"id","type":"article","venue":"Jurnal Teknik Sipil/Jurnal Teknis Sipil","topic":"Multimedia Learning Systems","field":"Computer Science","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":"WiLAN (Canada)","funders":"","keywords":"Physics; Forestry; Geography","score_opus":0.030533068674421585,"score_gpt":0.29695881887958625,"score_spread":0.2664257502051647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390780437","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":[0.9338034,0.013803198,0.0037847366,0.0073205605,0.022167472,0.0051402156,0.0007388514,0.00462207,0.008619528],"genre_scores_gemma":[0.93174374,0.0027315554,0.005027481,0.0026728632,0.014980484,0.00047830254,0.00044963404,0.0014725908,0.040443353],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9634742,0.0058041518,0.0067514605,0.0065669166,0.009065846,0.008337402],"domain_scores_gemma":[0.97808474,0.0035477236,0.0048697246,0.006557444,0.002010057,0.0049302783],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.010747245,0.005036001,0.005346261,0.0038706125,0.005601318,0.005622825,0.011031296,0.0022778306,0.00082461303],"category_scores_gemma":[0.0027610534,0.0048311776,0.0031957277,0.008849017,0.0017372507,0.004143652,0.00463871,0.008288469,0.010038027],"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":[0.001598377,0.0049061286,0.11922333,0.0043278383,0.010298893,0.022837857,0.089742705,0.00483067,0.35070062,0.0023577695,0.22629641,0.16287939],"study_design_scores_gemma":[0.014919668,0.0046050837,0.15302674,0.006402983,0.0022467072,0.006648065,0.009354633,0.06882092,0.03617035,0.00039851377,0.68472683,0.012679474],"about_ca_topic_score_codex":0.003280262,"about_ca_topic_score_gemma":0.0013440929,"teacher_disagreement_score":0.45843044,"about_ca_system_score_codex":0.003497518,"about_ca_system_score_gemma":0.0027879693,"threshold_uncertainty_score":0.9990174},"labels":[],"label_agreement":null},{"id":"W4390992845","doi":"10.26418/uniplan.v4i2.72192","title":"Faktor-Faktor Kerentanan dan Upaya Mitigasi Bencana Banjir di Sub-Daerah Aliran Sungai, Kasus: Kecamatan Tangse, Kabupaten Pidie","year":2023,"lang":"id","type":"article","venue":"UNIPLAN Journal of Urban and Regional Planning","topic":"Multimedia Learning Systems","field":"Computer Science","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":"Encana (Canada)","funders":"","keywords":"Physics; Forestry; Geography","score_opus":0.03887677417218949,"score_gpt":0.25838296490726326,"score_spread":0.21950619073507377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390992845","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":[0.9769112,0.0117555335,0.0007946567,0.0035700607,0.0050546736,0.00044441965,0.00009693076,0.00023424393,0.0011382848],"genre_scores_gemma":[0.99270535,0.00054863817,0.0006469293,0.00024636762,0.002812761,0.0000045930465,0.00015468213,0.00011279418,0.0027678958],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9932838,0.00076860527,0.0018071255,0.00093252637,0.0018446834,0.0013632776],"domain_scores_gemma":[0.99467015,0.00097529095,0.0018845933,0.0006842331,0.00048736957,0.0012983357],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0020249237,0.0008415795,0.0012885513,0.0013033745,0.0008527456,0.00078586355,0.0018197842,0.00042459567,0.000030514868],"category_scores_gemma":[0.00025090046,0.0007370743,0.0004675424,0.0012583989,0.00047117792,0.0009995567,0.00037445693,0.0016206796,0.000085048996],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048058009,0.00023985232,0.67916846,0.0006293126,0.0013166772,0.009748446,0.030977732,0.00204486,0.0062514637,0.002050331,0.26402318,0.0030690995],"study_design_scores_gemma":[0.008447812,0.0029154296,0.6584088,0.013000448,0.00061418576,0.0089725675,0.014270378,0.067977734,0.0010443047,0.00032598324,0.22060604,0.0034163138],"about_ca_topic_score_codex":0.00014930661,"about_ca_topic_score_gemma":0.000035279318,"teacher_disagreement_score":0.06593287,"about_ca_system_score_codex":0.0002795252,"about_ca_system_score_gemma":0.0006274293,"threshold_uncertainty_score":0.999508},"labels":[],"label_agreement":null},{"id":"W4391229028","doi":"10.20961/region.v19i1.65726","title":"Mitigasi bencana banjir melalui normalisasi Daerah Aliran Sungai Beringin dan pemanfaatan flood early warning system di Kelurahan Mangkang Wetan","year":2024,"lang":"id","type":"article","venue":"Region Jurnal Pembangunan Wilayah dan Perencanaan Partisipatif","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Flood myth; Hydrology (agriculture); Geology; Physics; Environmental science; Geography; Geotechnical engineering; Archaeology","score_opus":0.0197539656404157,"score_gpt":0.24831097622966972,"score_spread":0.228557010589254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391229028","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":[0.95459884,0.012184996,0.010688417,0.0021653692,0.010493677,0.0023601444,0.00018867514,0.0026297877,0.0046900725],"genre_scores_gemma":[0.9888818,0.0003212169,0.000695322,0.00015908503,0.0036129972,0.00029642467,0.0002982339,0.00060240115,0.0051324815],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9801381,0.003044702,0.0039910045,0.004520763,0.0040118312,0.0042935614],"domain_scores_gemma":[0.989278,0.00091707445,0.0017980618,0.004135976,0.0007925124,0.0030783725],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0030107298,0.002808662,0.0028301715,0.0020481315,0.0022094082,0.0057910485,0.0049628187,0.0011767541,0.000084827814],"category_scores_gemma":[0.00043648417,0.0028616562,0.0016173975,0.0038784957,0.00082329806,0.0038527693,0.0012391823,0.003857008,0.0008302558],"study_design_candidate":"simulation_or_modeling","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":[0.00046290678,0.0014129678,0.43658963,0.02028706,0.006580267,0.044985916,0.22514944,0.0060221455,0.012181747,0.0576818,0.036533512,0.1521126],"study_design_scores_gemma":[0.0040734187,0.0028659974,0.19148444,0.031823047,0.002183811,0.009585372,0.013932328,0.6554839,0.0041761845,0.000057385252,0.07584886,0.008485251],"about_ca_topic_score_codex":0.007969683,"about_ca_topic_score_gemma":0.004004801,"teacher_disagreement_score":0.64946175,"about_ca_system_score_codex":0.0024158105,"about_ca_system_score_gemma":0.0017436335,"threshold_uncertainty_score":0.9999477},"labels":[],"label_agreement":null},{"id":"W4391295624","doi":"10.35760/dk.2023.v22i2.8627","title":"PEMANFAATAN DATA TROPICAL RAINFALL MEASURING MISSION PADA STASIUN HUJAN DI WILAYAH SUNGAI BENANAIN","year":2023,"lang":"id","type":"article","venue":"Jurnal Ilmiah Desain & Konstruksi","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Environmental science; Forestry; Hydrology (agriculture); Meteorology; Geography; Geology","score_opus":0.09636906750468922,"score_gpt":0.3062510990431075,"score_spread":0.20988203153841828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391295624","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":[0.9232043,0.0019140821,0.046602495,0.009397055,0.010224677,0.0024843959,0.00058152067,0.0024026115,0.0031888408],"genre_scores_gemma":[0.98536164,0.00030852229,0.006745116,0.00035650312,0.0024807765,0.00003124625,0.00030487956,0.00024397975,0.0041673556],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.98550415,0.0027388313,0.0022878423,0.0030961002,0.0035345207,0.002838561],"domain_scores_gemma":[0.98940665,0.0017888095,0.0011656178,0.0054400503,0.0004191124,0.0017797466],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.004834601,0.0012862125,0.001528984,0.0010423136,0.0014678024,0.0018734823,0.008150465,0.00077606575,0.00012641375],"category_scores_gemma":[0.0025753302,0.0012407964,0.00049767166,0.0030632655,0.0005788316,0.002095635,0.00397903,0.0027298399,0.0018725792],"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":[0.00063303154,0.001247436,0.4467374,0.0022066496,0.0016253111,0.009489353,0.013008945,0.008061203,0.018809823,0.0033874884,0.10988324,0.3849101],"study_design_scores_gemma":[0.003949959,0.0005072891,0.1750057,0.0026977817,0.00024863353,0.00078761944,0.0009558073,0.6646371,0.0008979011,0.00012504015,0.14796494,0.0022222383],"about_ca_topic_score_codex":0.0006688846,"about_ca_topic_score_gemma":0.00024984992,"teacher_disagreement_score":0.65657586,"about_ca_system_score_codex":0.0007282047,"about_ca_system_score_gemma":0.0015472719,"threshold_uncertainty_score":0.999989},"labels":[],"label_agreement":null},{"id":"W4391809133","doi":"10.59934/jaiea.v3i2.230","title":"Analysis Sentiment On Social Media Instagram Towards Metaverse Games Saindbox Aplha 2 With Support Vector Machine Algorithm","year":2024,"lang":"en","type":"article","venue":"Journal of Artificial Intelligence and Engineering Applications (JAIEA)","topic":"Multimedia Learning Systems","field":"Computer Science","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":"Kootenay Association for Science & Technology","funders":"","keywords":"Social media; Sentiment analysis; Computer science; Metaverse; Support vector machine; Social worlds; Algorithm; Artificial intelligence; World Wide Web; Sociology; Virtual reality; Social science","score_opus":0.0255515417178061,"score_gpt":0.2764202911840898,"score_spread":0.2508687494662837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391809133","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0076774717,0.0002572234,0.99071807,0.0006696802,0.00035136405,0.00015427414,0.000015734271,0.000115675444,0.000040536666],"genre_scores_gemma":[0.939525,0.00008297534,0.059668932,0.000027706621,0.00057548133,0.000039739585,0.000010558049,0.000022996737,0.000046575766],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983083,0.0000370893,0.0005686918,0.00031314735,0.0005268462,0.00024591354],"domain_scores_gemma":[0.9990448,0.00021269814,0.0001736503,0.00025201286,0.00015245611,0.00016438955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065201486,0.00020368812,0.00036016342,0.00075677334,0.00011333933,0.00035171842,0.00042319382,0.00007646599,0.00003619999],"category_scores_gemma":[0.00003965141,0.0001630025,0.00018604098,0.00142563,0.00005458248,0.00027260598,0.000055614648,0.0003809629,0.000052931293],"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":[0.000014229478,0.00014420324,0.00003923825,0.00006055392,0.0009794035,0.000060375613,0.004489468,0.052607328,0.0012646859,0.011634691,0.00015050944,0.9285553],"study_design_scores_gemma":[0.000051193827,0.0001843678,0.0005928338,0.00006358976,0.0003871081,0.00007156903,0.00035188982,0.974767,0.00656666,0.00022235535,0.016429408,0.00031197804],"about_ca_topic_score_codex":0.000023296672,"about_ca_topic_score_gemma":0.000009411554,"teacher_disagreement_score":0.9318476,"about_ca_system_score_codex":0.000106044405,"about_ca_system_score_gemma":0.00011198193,"threshold_uncertainty_score":0.6647049},"labels":[],"label_agreement":null},{"id":"W4393006466","doi":"10.55123/storage.v3i1.3141","title":"ANALISIS PERANCANGAN ANGGARAN BIAYA RUKO DUA LANTAI TIPE 340 DI KABUPATEN NGADA, NTT","year":2024,"lang":"id","type":"article","venue":"STORAGE Jurnal Ilmiah Teknik dan Ilmu Komputer","topic":"Multimedia Learning Systems","field":"Computer Science","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":"Encana (Canada)","funders":"","keywords":"Physics","score_opus":0.015247755317654349,"score_gpt":0.25320147289267003,"score_spread":0.23795371757501568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393006466","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":[0.8159836,0.025207438,0.10085759,0.007839095,0.03887189,0.0023331793,0.00048821163,0.0034220046,0.0049970127],"genre_scores_gemma":[0.9681804,0.00040815255,0.0065581356,0.00092180516,0.008759614,0.000089106485,0.00015657247,0.00045982795,0.014466339],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98750204,0.0017471228,0.0021473195,0.0032949368,0.0026944953,0.0026141093],"domain_scores_gemma":[0.99372643,0.0007847188,0.0007459579,0.0027540491,0.00055806397,0.0014307753],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.002411264,0.0018029131,0.0018266202,0.0017164455,0.0010588334,0.0050904443,0.0039588045,0.00093804824,0.00038500424],"category_scores_gemma":[0.0001528828,0.0017001334,0.0012859654,0.0030270752,0.0005060259,0.002426779,0.001472907,0.0034525564,0.003594335],"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":[0.00042661736,0.0015568997,0.034380555,0.005240233,0.0047590947,0.040052373,0.08313909,0.0057942583,0.017605476,0.0042409822,0.37931558,0.42348883],"study_design_scores_gemma":[0.0018927493,0.0008943554,0.041683998,0.0036455723,0.00043241747,0.0022222986,0.00049108703,0.44542173,0.0011686917,0.000037033944,0.49914363,0.0029664235],"about_ca_topic_score_codex":0.001523292,"about_ca_topic_score_gemma":0.00016304974,"teacher_disagreement_score":0.43962747,"about_ca_system_score_codex":0.0009945317,"about_ca_system_score_gemma":0.0011524144,"threshold_uncertainty_score":0.9994716},"labels":[],"label_agreement":null},{"id":"W4396858627","doi":"10.47927/jikb.v15i1.678","title":"Implementasi Design Thinking dalam Perancangan UI/UX Aplikasi Parkir Online pada Soto Ayam Lamongan CH","year":2024,"lang":"id","type":"article","venue":"Jurnal Ilmu Komputer dan Bisnis","topic":"Multimedia Learning Systems","field":"Computer Science","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":"WiLAN (Canada)","funders":"","keywords":"Physics","score_opus":0.037586009121702665,"score_gpt":0.29206340040250744,"score_spread":0.25447739128080477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396858627","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3506494,0.007774725,0.59753907,0.011733618,0.024296816,0.004401403,0.00020427351,0.0026794553,0.0007212523],"genre_scores_gemma":[0.8299485,0.00068423105,0.14568888,0.002802727,0.012736258,0.00027984226,0.0003426784,0.0006117318,0.0069051506],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9880715,0.001753777,0.0022550174,0.0029033578,0.0025600758,0.0024562627],"domain_scores_gemma":[0.9945196,0.0011770301,0.00074237544,0.0021413206,0.00039574463,0.0010239133],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0030442036,0.0015603921,0.0014258532,0.0010001559,0.0012003082,0.0056180963,0.0041472847,0.00061405316,0.00008142279],"category_scores_gemma":[0.000106958774,0.0014733853,0.00085737515,0.002069858,0.0002952337,0.0018787743,0.0017651548,0.002717872,0.0005648063],"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":[0.00015767326,0.0017064908,0.024019867,0.0024550282,0.002892141,0.008720592,0.079638675,0.0054171495,0.017647019,0.0045687594,0.09743549,0.7553411],"study_design_scores_gemma":[0.0016751318,0.0010963525,0.016817264,0.0028684589,0.00027652408,0.0014056013,0.00055058376,0.4489298,0.0035678765,0.00012768136,0.5204778,0.0022069912],"about_ca_topic_score_codex":0.00046249336,"about_ca_topic_score_gemma":0.0002160949,"teacher_disagreement_score":0.75313413,"about_ca_system_score_codex":0.0008147856,"about_ca_system_score_gemma":0.0013133717,"threshold_uncertainty_score":0.99971443},"labels":[],"label_agreement":null},{"id":"W4398777186","doi":"10.21776/ub.jtresda.2023.003.02.050","title":"Analisis Hidraulika Uji Model Fisik Kantong Lumpur Bendung Gerak Karangnongko Kabupaten Bojonegoro Provinsi Jawa Timur","year":2023,"lang":"id","type":"article","venue":"Jurnal Teknologi dan Rekayasa Sumber Daya Air","topic":"Multimedia Learning Systems","field":"Computer Science","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":"WiLAN (Canada)","funders":"","keywords":"Geography; Forestry","score_opus":0.03472770559481537,"score_gpt":0.27719181023898093,"score_spread":0.24246410464416557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398777186","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":[0.9477238,0.001828467,0.010506479,0.008973642,0.0069092275,0.0027823218,0.00033283563,0.0048352564,0.016107962],"genre_scores_gemma":[0.9784737,0.000703478,0.002807227,0.0007584118,0.0014841867,0.00029030378,0.00031416322,0.00037492826,0.0147935925],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.984272,0.0017313131,0.002976518,0.0038697717,0.0031363398,0.004014073],"domain_scores_gemma":[0.99047613,0.0010925353,0.001915388,0.004212221,0.00094086456,0.0013628644],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.002647829,0.002050487,0.0024463926,0.0018423628,0.0014365553,0.0014117387,0.005106905,0.001783635,0.00014490788],"category_scores_gemma":[0.001180866,0.0019862906,0.001242459,0.0049421615,0.0007673634,0.0026506032,0.0033174935,0.003709105,0.0035671252],"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":[0.00041830068,0.0015823791,0.5352555,0.0017605422,0.0024922055,0.01781111,0.017929295,0.06355921,0.010507334,0.002156067,0.2976533,0.048874766],"study_design_scores_gemma":[0.0024225593,0.0005353591,0.18495741,0.0009283338,0.00026480315,0.0010509698,0.00073672086,0.79524267,0.0017969981,0.00021592747,0.009312751,0.0025354766],"about_ca_topic_score_codex":0.0008809467,"about_ca_topic_score_gemma":0.00037804325,"teacher_disagreement_score":0.7316835,"about_ca_system_score_codex":0.0008254798,"about_ca_system_score_gemma":0.0015232819,"threshold_uncertainty_score":0.99986345},"labels":[],"label_agreement":null},{"id":"W4399572774","doi":"10.59934/jaiea.v3i3.500","title":"Implementation of Mechanical Learning Simple Linear Regression Accuracy Level of Mobile Legend Game Addiction for STMIK Kaputama Students","year":2024,"lang":"en","type":"article","venue":"Journal of Artificial Intelligence and Engineering Applications (JAIEA)","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Simple linear regression; Scale (ratio); Linear regression; Legend; Variables; Regression analysis; Computer science; Addiction; Variable (mathematics); Statistics; Test set; Artificial intelligence; Machine learning; Mathematics; Psychology; Geography; Cartography; Psychiatry","score_opus":0.0759147862708464,"score_gpt":0.3921003113228459,"score_spread":0.3161855250519995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399572774","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13825974,0.0003995195,0.86069775,0.000054047316,0.00022464982,0.0003161186,0.000012288591,0.000034406883,0.000001467065],"genre_scores_gemma":[0.9757101,0.00013419968,0.023835255,0.000002524448,0.00021736976,0.00006964332,0.0000063943794,0.000014674868,0.000009839535],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99844867,0.00003332165,0.0008385796,0.00019182709,0.00033846736,0.00014915639],"domain_scores_gemma":[0.9986727,0.00043827118,0.00038457627,0.00016643187,0.00026420658,0.00007380175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000813607,0.00011550461,0.00023963818,0.00029222557,0.000064384825,0.000082139406,0.00035553574,0.0000686529,0.000011338716],"category_scores_gemma":[0.000090626745,0.0001041508,0.00010565826,0.00039754796,0.000022014796,0.00034519282,0.00007195093,0.00022011808,0.0000039174174],"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":[0.000028168924,0.000121013094,0.00024981657,0.000305568,0.00013980705,0.0000022584036,0.0032343026,0.20718095,0.14861761,0.0116144335,0.000105282365,0.6284008],"study_design_scores_gemma":[0.00007956586,0.0004254667,0.00030934575,0.00024846377,0.000049113096,0.000026911153,0.0011301886,0.73239523,0.25810635,0.0005364181,0.006549428,0.00014350459],"about_ca_topic_score_codex":0.000034597364,"about_ca_topic_score_gemma":0.000004271483,"teacher_disagreement_score":0.8374504,"about_ca_system_score_codex":0.000046280482,"about_ca_system_score_gemma":0.00007229685,"threshold_uncertainty_score":0.42471462},"labels":[],"label_agreement":null},{"id":"W4400582280","doi":"10.52060/juptik.v1i2.1683","title":"Perancangan E-Voting Berbasis Web Pemilu Raya Bem Universitas Muhammadiyah Muara Bungo","year":2023,"lang":"id","type":"article","venue":"Jurnal Pengembangan Teknologi Informasi dan Komunikasi (JUPTIK)","topic":"Multimedia Learning Systems","field":"Computer Science","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":"The Debajehmujig Creation Centre (Canada)","funders":"","keywords":"Computer science; Humanities; Art","score_opus":0.022310321373572663,"score_gpt":0.24743098816549328,"score_spread":0.2251206667919206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400582280","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":[0.94504553,0.0019258008,0.00036507004,0.0037374839,0.0064127618,0.0020464873,0.0001093676,0.0041088797,0.036248606],"genre_scores_gemma":[0.9594838,0.0015332387,0.0066046603,0.00072404643,0.0019127215,0.000090698006,0.0003854028,0.00032404036,0.028941397],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9864803,0.0014337725,0.0028833572,0.0021502718,0.002746976,0.0043053534],"domain_scores_gemma":[0.9904923,0.0013000076,0.0023633544,0.0032371075,0.001058212,0.0015490507],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.00437878,0.0020814887,0.0022004738,0.0028001785,0.002911232,0.0020610278,0.0075267833,0.0016225197,0.00024431228],"category_scores_gemma":[0.0017999305,0.002161716,0.0012798681,0.005949693,0.0010366022,0.0046141697,0.0038992213,0.005156164,0.006206377],"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":[0.0006073192,0.0010931476,0.09317873,0.0027079205,0.0027062893,0.0086979,0.10595204,0.0063252123,0.011618778,0.024158025,0.16247302,0.5804816],"study_design_scores_gemma":[0.005531018,0.0018351901,0.05530406,0.0014466044,0.00040800593,0.0015281744,0.02899452,0.13225183,0.0014979822,0.000031165582,0.76741284,0.0037586205],"about_ca_topic_score_codex":0.00024342175,"about_ca_topic_score_gemma":0.00033071035,"teacher_disagreement_score":0.6049398,"about_ca_system_score_codex":0.0014917746,"about_ca_system_score_gemma":0.0017789858,"threshold_uncertainty_score":0.9996736},"labels":[],"label_agreement":null},{"id":"W4401038820","doi":"10.31959/js.v14i1.2369","title":"SURVEI INVESTIGASI DESAIN JEMBATAN WAI LAWA NEGERI TAWIRI KOTA AMBON","year":2024,"lang":"id","type":"article","venue":"JURNAL SIMETRIK","topic":"Multimedia Learning Systems","field":"Computer Science","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":"Encana (Canada); WiLAN (Canada)","funders":"","keywords":"Physics; Humanities; Forestry; Art; Geography","score_opus":0.02697424769554707,"score_gpt":0.2772532150201284,"score_spread":0.2502789673245813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401038820","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":[0.7769507,0.062869,0.06635762,0.014860666,0.049071975,0.0027408637,0.00020887522,0.003757934,0.023182333],"genre_scores_gemma":[0.9728749,0.00024012219,0.0051926253,0.00054527604,0.0030095847,0.000027435806,0.00003177821,0.0001732308,0.017905066],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99153894,0.0016611166,0.0014668971,0.0017487676,0.0020090397,0.0015752307],"domain_scores_gemma":[0.99388194,0.0024852606,0.0004694394,0.0016431988,0.00033338804,0.0011867767],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0046013216,0.0008536057,0.0010090239,0.0015036293,0.00046791666,0.003283163,0.0026113556,0.000542139,0.00047433024],"category_scores_gemma":[0.0020108493,0.0008143481,0.0005312542,0.006010724,0.00038698007,0.0012888392,0.00089528377,0.0022149994,0.0067500905],"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":[0.00014559708,0.0010164503,0.079741515,0.0029426385,0.0018362291,0.0072187823,0.017538738,0.0010386902,0.026240345,0.023135863,0.29179356,0.5473516],"study_design_scores_gemma":[0.0011277832,0.00087392126,0.038021255,0.0022023171,0.00015367524,0.0006723703,0.0001757746,0.2753594,0.004556129,0.00047360072,0.67452693,0.0018568438],"about_ca_topic_score_codex":0.0013724385,"about_ca_topic_score_gemma":0.000118638534,"teacher_disagreement_score":0.54549474,"about_ca_system_score_codex":0.0007402112,"about_ca_system_score_gemma":0.0011903286,"threshold_uncertainty_score":0.9994307},"labels":[],"label_agreement":null},{"id":"W4401217690","doi":"10.21776/ub.jtresda.2024.004.02.114","title":"Analisa Laju Erosi dan Arahan Penggunaan Lahan Berbasis Sistem Informasi Geografis (SIG) pada DAS Mayang Hulu Kabupaten Jember Jawa Timur","year":2024,"lang":"id","type":"article","venue":"Jurnal Teknologi dan Rekayasa Sumber Daya Air","topic":"Multimedia Learning Systems","field":"Computer Science","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":"WiLAN (Canada)","funders":"","keywords":"Forestry; Physics; Geography","score_opus":0.022141840421226598,"score_gpt":0.2794558071326067,"score_spread":0.2573139667113801,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401217690","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":[0.9138486,0.007755345,0.0025932086,0.006523154,0.015942777,0.0030409119,0.00024958787,0.004586112,0.045460325],"genre_scores_gemma":[0.9566332,0.0006240919,0.002740021,0.0006982641,0.0020868133,0.00028200928,0.00045989812,0.00040245405,0.03607323],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.98382956,0.0020842543,0.003561285,0.003605194,0.003122886,0.0037968194],"domain_scores_gemma":[0.9905892,0.0014353022,0.0015319621,0.0040692007,0.00073749904,0.0016368187],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0034818673,0.00244038,0.002499053,0.001495005,0.0013770947,0.0037043851,0.005560791,0.0017842599,0.00027310595],"category_scores_gemma":[0.00065913284,0.0022399407,0.0016805247,0.004024074,0.0010453311,0.0036558916,0.0030013802,0.0045920587,0.002605452],"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":[0.00022691488,0.0012208988,0.75805736,0.0034086744,0.003770441,0.009669776,0.021057067,0.0012735939,0.0045970934,0.007495664,0.055413313,0.1338092],"study_design_scores_gemma":[0.0022615695,0.0011971609,0.22702119,0.0037033681,0.00072638603,0.0023519068,0.0021030528,0.052103534,0.0037704979,0.00006842964,0.70082307,0.0038698346],"about_ca_topic_score_codex":0.0013776105,"about_ca_topic_score_gemma":0.0015304136,"teacher_disagreement_score":0.64540976,"about_ca_system_score_codex":0.0012014282,"about_ca_system_score_gemma":0.0012293812,"threshold_uncertainty_score":0.999923},"labels":[],"label_agreement":null},{"id":"W4402063011","doi":"10.58411/xp4qp074","title":"PENYUSUNAN MONITORING DAN EVALUASI RENCANA INDUK KELITBANGAN TAHUN 2022","year":2023,"lang":"id","type":"article","venue":"PANGRIPTA","topic":"Multimedia Learning Systems","field":"Computer Science","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":"Encana (Canada)","funders":"Tenaga Nasional Berhad","keywords":"Physics","score_opus":0.05535983442330242,"score_gpt":0.3066721242206515,"score_spread":0.2513122897973491,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402063011","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":[0.91509676,0.004852324,0.0008988099,0.0053866827,0.055457857,0.0019819334,0.000049751136,0.0027583842,0.013517526],"genre_scores_gemma":[0.9199117,0.00028829978,0.0015797351,0.00010995567,0.0040203873,0.00018638697,0.000059080554,0.00014742935,0.073697075],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99293387,0.0010496314,0.00093511236,0.0015559994,0.0019223489,0.00160306],"domain_scores_gemma":[0.9958923,0.00042243852,0.0005076873,0.0022723705,0.0002973528,0.0006078582],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027886643,0.0006147287,0.00069962896,0.0006340479,0.00065536756,0.0007833488,0.0028443527,0.00039815885,0.0001672823],"category_scores_gemma":[0.001067176,0.0006552358,0.00027764167,0.003089387,0.00015424898,0.00062512036,0.001393986,0.0011790149,0.0073394417],"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":[0.000039721668,0.000362046,0.30685443,0.0010548981,0.0005870442,0.0013101362,0.060621843,0.00042285078,0.037184164,0.002309217,0.18211326,0.4071404],"study_design_scores_gemma":[0.001507811,0.0004267411,0.5180138,0.0013159802,0.00011691041,0.00007543321,0.0028953415,0.101520315,0.0042673023,0.00015236538,0.36791015,0.0017978648],"about_ca_topic_score_codex":0.0016701956,"about_ca_topic_score_gemma":0.00008905305,"teacher_disagreement_score":0.40534255,"about_ca_system_score_codex":0.00040536287,"about_ca_system_score_gemma":0.0005454531,"threshold_uncertainty_score":0.99958986},"labels":[],"label_agreement":null},{"id":"W4403238954","doi":"10.29313/bcsurp.v4i3.15364","title":"Partisipasi Masyarakat dalam Penanggulangan Banjir di Kecamatan Periuk","year":2024,"lang":"en","type":"article","venue":"Bandung Conference Series Urban & Regional Planning","topic":"Multimedia Learning Systems","field":"Computer Science","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":"Encana (Canada)","funders":"","keywords":"Geography","score_opus":0.03906529060210772,"score_gpt":0.2692237057272124,"score_spread":0.23015841512510465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403238954","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39584666,0.022516027,0.47661194,0.032567304,0.01430053,0.0027421254,0.00008176409,0.011004964,0.044328663],"genre_scores_gemma":[0.98543733,0.000029348552,0.0030235318,0.0001402064,0.0006404759,0.00007565266,0.00008828611,0.000052118805,0.010513046],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966513,0.00020561762,0.00052191946,0.0010427759,0.0007927915,0.0007855786],"domain_scores_gemma":[0.9982429,0.0003250982,0.00015331562,0.00081901596,0.00015717305,0.0003025048],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.000473206,0.00046629316,0.0004629852,0.00025483142,0.00035387138,0.0015064424,0.0013234597,0.00019452153,0.000085737694],"category_scores_gemma":[0.0000967793,0.0004200947,0.0001638183,0.00054327236,0.00031330195,0.0017085517,0.00032543662,0.00059551984,0.00027682688],"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":[0.00010875,0.00009552483,0.058519416,0.00073053985,0.00032470498,0.002738571,0.049628586,0.0008064017,0.009759638,0.77323574,0.088089906,0.015962232],"study_design_scores_gemma":[0.00086391415,0.0005091019,0.056118444,0.0031239926,0.000056301098,0.0019509515,0.0036457942,0.18752965,0.002620304,0.0024092626,0.7389429,0.0022293576],"about_ca_topic_score_codex":0.000089628884,"about_ca_topic_score_gemma":0.00001749035,"teacher_disagreement_score":0.77082646,"about_ca_system_score_codex":0.00011780666,"about_ca_system_score_gemma":0.0003852364,"threshold_uncertainty_score":0.99982506},"labels":[],"label_agreement":null},{"id":"W4404337308","doi":"10.61132/saturnus.v2i3.180","title":"Audit Sistem Informasi: Perbandingan Kinerja Sistem Operasi Windows 7 dan Windows 10","year":2024,"lang":"en","type":"article","venue":"Saturnus","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Operating system; Computer science","score_opus":0.013973821640524582,"score_gpt":0.2457446294016561,"score_spread":0.23177080776113151,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404337308","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25819796,0.01970914,0.08350936,0.01628325,0.06101303,0.0069625117,0.00004212455,0.017404841,0.5368778],"genre_scores_gemma":[0.95850563,0.000014238581,0.003822924,0.00027936354,0.0010512305,0.00007581615,0.00002470771,0.00006426464,0.03616184],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966684,0.00019808095,0.00066804024,0.0008660348,0.00082365674,0.0007757632],"domain_scores_gemma":[0.9978772,0.00032258648,0.00015810727,0.0011795197,0.00012799515,0.00033461218],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00083433697,0.00044306536,0.00047188843,0.00031498665,0.00027242603,0.0013740823,0.0016481275,0.00025262032,0.000053203148],"category_scores_gemma":[0.00019748454,0.0003732645,0.0002713317,0.00092747685,0.00008969135,0.0011377065,0.0004591783,0.0007463077,0.0010194834],"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":[0.00013673038,0.00041063857,0.014150809,0.0038947402,0.0012887224,0.0038333326,0.0723835,0.0073296367,0.02918951,0.19029999,0.098913945,0.57816845],"study_design_scores_gemma":[0.00055687135,0.00015208151,0.0034350378,0.00048427217,0.000025057452,0.00036830074,0.00020609127,0.10822997,0.0011392202,0.000028405697,0.88477784,0.0005968533],"about_ca_topic_score_codex":0.00003311242,"about_ca_topic_score_gemma":0.000031931824,"teacher_disagreement_score":0.7858639,"about_ca_system_score_codex":0.00030345263,"about_ca_system_score_gemma":0.00031453324,"threshold_uncertainty_score":0.9998719},"labels":[],"label_agreement":null},{"id":"W4404578773","doi":"10.62951/repeater.v2i4.247","title":"Sistem Pemantauan Kesuburan Tanaman Pohon Durian menggunakan Internet Of Things (IOT)","year":2024,"lang":"en","type":"article","venue":"Repeater","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Internet of Things; Computer science; Embedded system","score_opus":0.009340854023038653,"score_gpt":0.23097445361728822,"score_spread":0.22163359959424955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404578773","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":[0.8554491,0.0012804023,0.093497805,0.0036638612,0.005854365,0.00079581625,0.0000046112905,0.0020281177,0.037425946],"genre_scores_gemma":[0.98384994,0.0000036757299,0.0044180774,0.00009295828,0.00015651228,0.00001311102,0.000004877403,0.000030849806,0.011429978],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99794984,0.00017517727,0.0004834693,0.00061128405,0.00045085466,0.00032938778],"domain_scores_gemma":[0.99881476,0.00010314752,0.000113854,0.00079420157,0.00005964041,0.00011438144],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066868064,0.00020832344,0.00029659976,0.00022955184,0.000042091982,0.00028956623,0.0008791968,0.00009995994,0.00006626048],"category_scores_gemma":[0.000037606653,0.00016792225,0.000159802,0.00027779266,0.000052735013,0.0003900877,0.00025685938,0.00024538153,0.0003303403],"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":[0.00012855708,0.00046441203,0.056293797,0.0070840535,0.0017812627,0.004012484,0.3394377,0.0003432892,0.14540656,0.15683714,0.040812656,0.24739812],"study_design_scores_gemma":[0.0011824575,0.0005714651,0.013670076,0.0032498557,0.000090646034,0.0007155317,0.00044657846,0.74026823,0.06764122,0.00094583636,0.16975655,0.0014615346],"about_ca_topic_score_codex":0.00027981825,"about_ca_topic_score_gemma":0.000013042324,"teacher_disagreement_score":0.73992497,"about_ca_system_score_codex":0.00009286485,"about_ca_system_score_gemma":0.00004920518,"threshold_uncertainty_score":0.68476707},"labels":[],"label_agreement":null},{"id":"W4404592460","doi":"10.62951/switch.v2i3.95","title":"Penerapan Audit Sistem Informasi Pendaftaran Siswa Menggunakan Cobit 4.1","year":2024,"lang":"en","type":"article","venue":"Switch Jurnal Sains dan Teknologi Informasi","topic":"Multimedia Learning Systems","field":"Computer Science","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":"Kootenay Association for Science & Technology","funders":"","keywords":"COBIT; Audit; Computer science; Business; Information technology; Operating system; Accounting","score_opus":0.013395308620719228,"score_gpt":0.24795356292429413,"score_spread":0.2345582543035749,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404592460","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":[0.59526336,0.0054674563,0.13321543,0.009916293,0.018154692,0.0034842496,0.00002371059,0.013725127,0.2207497],"genre_scores_gemma":[0.982973,0.00014310864,0.006577773,0.00057544,0.0005957306,0.000102592436,0.00005272487,0.00006276693,0.008916902],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949824,0.00017316116,0.0014183704,0.0007809613,0.0012177359,0.001427359],"domain_scores_gemma":[0.99717504,0.00028986373,0.0004297836,0.0013308009,0.0002453023,0.00052923796],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0015847554,0.0006921891,0.00068043725,0.00073803985,0.0005001525,0.0016033474,0.0028823689,0.0004259719,0.000041206127],"category_scores_gemma":[0.0002918786,0.0005726839,0.00042274143,0.0013963404,0.00020992715,0.0033807543,0.0008829775,0.0015532606,0.00069264555],"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":[0.00007967654,0.00025390042,0.016734112,0.0010961249,0.00086052745,0.001194071,0.03907357,0.002689748,0.004875471,0.31482235,0.0127654215,0.60555506],"study_design_scores_gemma":[0.0007891838,0.00044739342,0.0066302465,0.00030522197,0.000032048243,0.0008863654,0.0007312023,0.08383397,0.0017802074,0.00017966125,0.9034912,0.000893291],"about_ca_topic_score_codex":0.0000429851,"about_ca_topic_score_gemma":0.00009280771,"teacher_disagreement_score":0.8907258,"about_ca_system_score_codex":0.0005683322,"about_ca_system_score_gemma":0.0007547139,"threshold_uncertainty_score":0.9996725},"labels":[],"label_agreement":null},{"id":"W4404772004","doi":"10.60076/ijstech.v2i2.740","title":"Rancang Bangun Prototype Alat Smart Parkir Memonitoring Tempat Parkir Kosong Secara Real Time Menggunakan Internet of Things","year":2024,"lang":"id","type":"article","venue":"Indonesian Journal of Science Technology and Humanities","topic":"Multimedia Learning Systems","field":"Computer Science","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":"Kootenay Association for Science & Technology","funders":"","keywords":"The Internet; Aeronautics; Physics; Computer science; Computer graphics (images); Engineering; Operating system","score_opus":0.015228847846670184,"score_gpt":0.24747464178389988,"score_spread":0.2322457939372297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404772004","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":[0.9857584,0.0050026323,0.0010873057,0.00084240903,0.0036650593,0.00057807605,0.0000028872748,0.00025245958,0.0028107748],"genre_scores_gemma":[0.99527514,0.00022177614,0.0023515401,0.000020309835,0.00039852998,0.000016617467,4.36137e-7,0.000034418426,0.0016812194],"study_design_codex":"qualitative","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99574333,0.00022803282,0.0013707294,0.0007131709,0.0011231111,0.0008215959],"domain_scores_gemma":[0.9972569,0.000315227,0.0010190438,0.00054382195,0.0006645244,0.0002004859],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0040563326,0.00045344216,0.0009168923,0.0043536415,0.00063858286,0.0008925929,0.0025382668,0.00038790144,0.000053691823],"category_scores_gemma":[0.00022836622,0.00039242892,0.00018086366,0.0022340175,0.006007191,0.0029514204,0.00062155904,0.001477312,0.000041892043],"study_design_candidate":"qualitative","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":[0.00055931933,0.00048468917,0.12450736,0.004437171,0.0012982799,0.004043335,0.46002233,0.00005734997,0.12631449,0.10931352,0.0011844954,0.16777767],"study_design_scores_gemma":[0.009485574,0.023891171,0.06582089,0.07333769,0.0014570644,0.028175155,0.13674667,0.13427126,0.4554501,0.019972373,0.043839104,0.0075529735],"about_ca_topic_score_codex":0.00010396984,"about_ca_topic_score_gemma":0.000008849899,"teacher_disagreement_score":0.32913557,"about_ca_system_score_codex":0.00022932388,"about_ca_system_score_gemma":0.00087874196,"threshold_uncertainty_score":0.9998528},"labels":[],"label_agreement":null},{"id":"W4404941413","doi":"10.25071/2563-2418.49","title":"Jilid 5 Suplemen 1 sampul","year":2022,"lang":"en","type":"article","venue":"LOBO Annals of Sulawesi Research","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.402414582228899,"score_gpt":0.4801185472372285,"score_spread":0.07770396500832955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404941413","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":[0.83305585,0.004351697,0.027960375,0.06959633,0.0027466696,0.0035440666,0.00014958568,0.00094584643,0.057649583],"genre_scores_gemma":[0.9920274,0.00002917367,0.0033632272,0.00017713304,0.00012918485,0.00012375266,0.000010934114,0.000021855934,0.004117358],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9939242,0.0016195413,0.00043473352,0.0005595937,0.0025768864,0.00088505226],"domain_scores_gemma":[0.997034,0.000814872,0.00011979591,0.001226798,0.00059150206,0.00021303615],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008301169,0.00012777263,0.00027278354,0.00054662465,0.00051707064,0.00012458712,0.002927772,0.000046465557,0.0006967431],"category_scores_gemma":[0.0005455146,0.00013169182,0.000111232206,0.001636705,0.00016256845,0.00028478733,0.0022775275,0.00075026427,0.00018554927],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028102341,0.0015310955,0.034654673,0.0006100057,0.0002881894,0.0005594976,0.020801935,0.008914153,0.030758265,0.2797378,0.46062982,0.16123354],"study_design_scores_gemma":[0.0011685699,0.0017319832,0.017513795,0.00006987238,0.0000031803083,0.000075420634,0.0017862908,0.07502908,0.02475815,0.008863851,0.86832774,0.00067205774],"about_ca_topic_score_codex":0.0007768019,"about_ca_topic_score_gemma":0.00001282629,"teacher_disagreement_score":0.40769792,"about_ca_system_score_codex":0.00006156971,"about_ca_system_score_gemma":0.00031444881,"threshold_uncertainty_score":0.7628848},"labels":[],"label_agreement":null},{"id":"W4406577498","doi":"10.1016/s1544-8800(12)70065-9","title":"10.1016/s1544-8800(12)70065-9","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cardiology; Internal medicine; Medicine","score_opus":0.006695071825568581,"score_gpt":0.17441917163482706,"score_spread":0.16772409980925848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406577498","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016259364,0.00003824735,0.0004151398,0.0005440523,0.000010251353,0.00025019216,0.0000024577478,0.00056458445,0.9980125],"genre_scores_gemma":[0.00026673256,6.552617e-8,0.004254764,0.000058056794,0.00023006127,0.000028475477,0.000003632971,0.000023879364,0.99513435],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982708,0.00013337021,0.00026591265,0.0004856586,0.0004031882,0.00044103983],"domain_scores_gemma":[0.9986167,0.00012512127,0.00005660665,0.0008938996,0.000051012306,0.00025669107],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00034719793,0.00018922274,0.0002275574,0.00012156526,0.000109835564,0.00018597867,0.0012260679,0.00008251601,0.98310786],"category_scores_gemma":[0.00006883394,0.00018435443,0.00007289579,0.00035724088,0.000029693625,0.00028509123,0.00016052643,0.0001749708,0.99835104],"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":[0.000008709798,0.000028915625,4.8130704e-7,0.0000053120175,0.0000097972215,0.000012369808,0.00012287011,0.0003602251,0.000051242463,0.0000050355934,0.28476727,0.7146278],"study_design_scores_gemma":[0.00020777166,0.00010516338,0.00010755317,0.000024904755,0.0000035895625,0.000022674256,4.6984297e-7,0.024375422,0.00007153258,0.000005238287,0.9748425,0.00023321126],"about_ca_topic_score_codex":0.00008924894,"about_ca_topic_score_gemma":3.8989543e-7,"teacher_disagreement_score":0.71439457,"about_ca_system_score_codex":0.000057478363,"about_ca_system_score_gemma":0.00005689771,"threshold_uncertainty_score":0.75177556},"labels":[],"label_agreement":null},{"id":"W4407899307","doi":"10.60076/ijstech.v2i3.848","title":"Rancang Bangun Inkubator Penetasan Telur Bebek Berbasis Internet of Things (IoT)","year":2025,"lang":"id","type":"article","venue":"Indonesian Journal of Science Technology and Humanities","topic":"Multimedia Learning Systems","field":"Computer Science","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":"Kootenay Association for Science & Technology","funders":"","keywords":"Internet of Things; Computer science; Internet privacy","score_opus":0.012259403944649151,"score_gpt":0.24113756954243315,"score_spread":0.228878165597784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407899307","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":[0.97625345,0.006674232,0.008063358,0.0026266964,0.0023130202,0.00025379032,0.0000021912122,0.000081454484,0.0037318335],"genre_scores_gemma":[0.990393,0.000103157116,0.0063955486,0.00020488373,0.000088794106,0.0000049662403,1.7215008e-7,0.000012565712,0.0027969484],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9966365,0.00016723617,0.0013043103,0.0005127378,0.0007615892,0.0006176412],"domain_scores_gemma":[0.9966826,0.00026310864,0.0014461891,0.00054828863,0.0009342128,0.00012560192],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002768461,0.0003362178,0.00086358044,0.006477463,0.0006585059,0.00040935146,0.0033889227,0.00032850276,0.00004302955],"category_scores_gemma":[0.00059076544,0.00030379297,0.00014935539,0.0028871407,0.010147515,0.0013899496,0.0007651797,0.0011098708,0.000010267172],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021886069,0.0004643824,0.17812583,0.0013076403,0.00061157095,0.0005495827,0.11052063,0.000027940192,0.02190375,0.5016994,0.0020116176,0.1825588],"study_design_scores_gemma":[0.016623527,0.011151448,0.23948759,0.031583287,0.0014161308,0.009170619,0.17638953,0.023918081,0.3549984,0.05666857,0.07374967,0.004843152],"about_ca_topic_score_codex":0.00008365188,"about_ca_topic_score_gemma":0.00001981341,"teacher_disagreement_score":0.44503084,"about_ca_system_score_codex":0.00015210363,"about_ca_system_score_gemma":0.001105403,"threshold_uncertainty_score":0.9999414},"labels":[],"label_agreement":null},{"id":"W4408088310","doi":"10.33087/talentasipil.v8i1.678","title":"Transformasi Kinerja Kontraktor melalui Inovasi Rantai Pasok pada Proyek Pengendalian Banjir dan Pembangunan Embung di Kabupaten Dharmasraya","year":2025,"lang":"en","type":"article","venue":"Jurnal Talenta Sipil","topic":"Multimedia Learning Systems","field":"Computer Science","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":"Encana (Canada)","funders":"","keywords":"Business administration; Business","score_opus":0.011627832965659468,"score_gpt":0.2560210999984236,"score_spread":0.24439326703276412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408088310","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":[0.8705429,0.0030153114,0.076291375,0.008945291,0.011413409,0.0033167535,0.0000808727,0.0017632253,0.024630899],"genre_scores_gemma":[0.9930454,0.00010876345,0.002164249,0.000458958,0.0005790109,0.00013721437,0.000036927308,0.00006256369,0.003406927],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949629,0.0004776981,0.0011593759,0.0010846872,0.0011449665,0.0011704072],"domain_scores_gemma":[0.99755085,0.00023475902,0.00037024857,0.0011581263,0.00022857076,0.00045746128],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010626728,0.0006490245,0.00075740716,0.00050025876,0.00054292334,0.00060566515,0.002492814,0.00025313816,0.00010149689],"category_scores_gemma":[0.00011050714,0.0005779273,0.00037887783,0.0011342393,0.00015608822,0.0013173501,0.00033786803,0.0010231013,0.00013084122],"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":[0.0007978162,0.002618287,0.27950212,0.0031154084,0.0024769977,0.0020217749,0.049539734,0.0014881456,0.16045958,0.027603837,0.03830912,0.4320672],"study_design_scores_gemma":[0.016494248,0.0012137434,0.3498984,0.0021608465,0.0005514111,0.000879764,0.0031719122,0.11920388,0.07381423,0.00039040428,0.42810208,0.004119091],"about_ca_topic_score_codex":0.00029669362,"about_ca_topic_score_gemma":0.00012884772,"teacher_disagreement_score":0.4279481,"about_ca_system_score_codex":0.00034762328,"about_ca_system_score_gemma":0.0004755419,"threshold_uncertainty_score":0.9996672},"labels":[],"label_agreement":null},{"id":"W4408221612","doi":"10.46576/wdw.v19i1.5569","title":"AUDIT SISTEM INFORMASI DALAM MENGUKUR KEPATUHAN ISO 27002","year":2025,"lang":"id","type":"article","venue":"Warta Dharmawangsa","topic":"Multimedia Learning Systems","field":"Computer Science","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":"Kootenay Association for Science & Technology","funders":"","keywords":"Business","score_opus":0.011741059956127996,"score_gpt":0.2614884924922894,"score_spread":0.24974743253616138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408221612","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.047234394,0.010097439,0.06485105,0.025071954,0.06060614,0.0063312133,0.00006388442,0.004304676,0.78143924],"genre_scores_gemma":[0.6834484,0.00020161555,0.0034558515,0.002103356,0.0010379096,0.00019166949,0.000062699,0.000096383825,0.3094021],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9935173,0.00061115646,0.0015713805,0.0014320698,0.0012556812,0.0016124398],"domain_scores_gemma":[0.9953782,0.0005659549,0.0007348989,0.0023176803,0.00045915134,0.00054413715],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016177895,0.00088343647,0.0010258459,0.0006206504,0.00072917115,0.001176626,0.003147389,0.0005149606,0.00040564802],"category_scores_gemma":[0.00052222196,0.0009100763,0.00047853304,0.0018209798,0.0002665153,0.0012670893,0.0014547735,0.0012950485,0.0036740506],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000172743,0.0012718795,0.046254233,0.004663631,0.0018428894,0.0006467946,0.04335874,0.0007428547,0.008065142,0.07729997,0.6100965,0.20558462],"study_design_scores_gemma":[0.0018476147,0.00016930266,0.008333757,0.00088038034,0.00012032866,0.000039666807,0.00053504575,0.07063452,0.0033687756,0.00006247371,0.91308033,0.00092778937],"about_ca_topic_score_codex":0.00011404967,"about_ca_topic_score_gemma":0.000050274713,"teacher_disagreement_score":0.636214,"about_ca_system_score_codex":0.000454738,"about_ca_system_score_gemma":0.0010148046,"threshold_uncertainty_score":0.9998602},"labels":[],"label_agreement":null},{"id":"W4409211716","doi":"10.18280/ijsdp.200330","title":"Urban Flood Risk Management: A Study of Adaptation Based on Knowledge of Ethnic Communities on the Banks of the Musi River in Palembang","year":2025,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universitas Negeri Malang; Lembaga Pengelola Dana Pendidikan","keywords":"Flood myth; Ethnic group; Environmental planning; Adaptation (eye); Flood risk management; Business; Risk management; Environmental resource management; Geography; Environmental science; Sociology; Finance; Archaeology","score_opus":0.026071739893820927,"score_gpt":0.2756628065968371,"score_spread":0.2495910667030162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409211716","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":[0.99348664,0.0001778441,0.0040282733,0.00009750831,0.0002469639,0.00022398587,6.661721e-7,0.0000028756779,0.0017352294],"genre_scores_gemma":[0.9986804,0.0000072447824,0.0010224953,0.000028856866,0.00001210861,0.0000064650467,6.7643225e-7,0.0000027935596,0.0002389694],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99864346,0.00033248984,0.00047862495,0.00006962661,0.00038131018,0.00009449772],"domain_scores_gemma":[0.99813306,0.00071717915,0.0005582773,0.00013766,0.0004417301,0.000012078602],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014080097,0.000080254176,0.0001542018,0.0005786525,0.0000773987,0.00002704915,0.00074853044,0.00002532747,0.0000022630404],"category_scores_gemma":[0.00011759339,0.000052384232,0.000033178952,0.00035718188,0.00003934788,0.000113542155,0.00017889404,0.00023553218,1.5927745e-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":[0.00031460857,0.00078274315,0.32610506,0.00024362035,0.00053465593,0.00009283856,0.548528,0.08201579,0.000013428768,0.014116593,0.0003164649,0.026936153],"study_design_scores_gemma":[0.0019691556,0.00019264543,0.750971,0.002000104,0.000021711458,0.0000019279871,0.18976751,0.053772423,0.0003781047,0.0003079298,0.000531319,0.00008616161],"about_ca_topic_score_codex":0.00013933695,"about_ca_topic_score_gemma":0.000024327619,"teacher_disagreement_score":0.42486593,"about_ca_system_score_codex":0.00008867002,"about_ca_system_score_gemma":0.0001468388,"threshold_uncertainty_score":0.2136167},"labels":[],"label_agreement":null},{"id":"W4409403759","doi":"10.54367/kakifikom.v6i2.4093","title":"Implementasi Algoritma C4.5 untuk memprediksi Penjualan Paket Internet","year":2024,"lang":"id","type":"article","venue":"KAKIFIKOM (Kumpulan Artikel Karya Ilmiah Fakultas Ilmu Komputer)","topic":"Multimedia Learning Systems","field":"Computer Science","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":"Kootenay Association for Science & Technology","funders":"","keywords":"Computer science","score_opus":0.0219887423861846,"score_gpt":0.28331457126757753,"score_spread":0.26132582888139294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409403759","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23548421,0.03328225,0.5157792,0.028351476,0.12584141,0.014253417,0.0030349046,0.018296178,0.025676947],"genre_scores_gemma":[0.87000114,0.00060142117,0.07099001,0.0026272165,0.011381888,0.00050835306,0.0018862898,0.00096795225,0.041035715],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9796627,0.0022552137,0.0042206505,0.0059058922,0.003476817,0.004478709],"domain_scores_gemma":[0.9899264,0.0016619354,0.0011455074,0.004536139,0.00058376987,0.002146222],"candidate_categories":["metaepi_narrow","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0036396682,0.0030123536,0.0026889313,0.0018600837,0.00081989163,0.0065280213,0.006685295,0.0012524842,0.002692382],"category_scores_gemma":[0.00030523914,0.0029977525,0.0015346092,0.0032009394,0.0007363063,0.002938166,0.0042568,0.003450188,0.02371739],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001651849,0.00087521394,0.0045518437,0.002170615,0.0020177874,0.0057420833,0.02872422,0.0005574302,0.0019718132,0.009131715,0.50181055,0.4422815],"study_design_scores_gemma":[0.0018927967,0.0009293043,0.0049281693,0.002002205,0.00030493332,0.0010035542,0.00038233458,0.3699901,0.0009014672,0.0003586188,0.61480933,0.0024971853],"about_ca_topic_score_codex":0.0018979519,"about_ca_topic_score_gemma":0.00021002995,"teacher_disagreement_score":0.63451695,"about_ca_system_score_codex":0.0013511183,"about_ca_system_score_gemma":0.0012863171,"threshold_uncertainty_score":0.9988489},"labels":[],"label_agreement":null},{"id":"W4409647020","doi":"10.53824/ijddi.v5i1.93","title":"Exploring Google Earth Engine for Flood Detection (A Case Study in Bandung City)","year":2025,"lang":"en","type":"article","venue":"International Journal for Disaster and Development Interface","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Flood myth; Earth (classical element); Environmental science; Astrobiology; Geography; Archaeology; Physics","score_opus":0.10200670504157282,"score_gpt":0.3437375617572853,"score_spread":0.24173085671571248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409647020","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":[0.5059015,0.000034931534,0.49135864,0.00009713005,0.0022554826,0.00029253247,9.090159e-7,0.000019510619,0.00003932278],"genre_scores_gemma":[0.9784702,0.000004089981,0.020436037,0.000036263576,0.0001053382,0.00019635915,0.0000011463771,0.000008444297,0.0007421027],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988017,0.00004623295,0.0004647654,0.00027817168,0.00020736006,0.00020176073],"domain_scores_gemma":[0.99930686,0.00021338383,0.00010435431,0.00010062175,0.00021163106,0.00006313342],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059176853,0.00014148033,0.00016141604,0.00045138338,0.00014915993,0.0004140946,0.0003795638,0.00003012778,0.0000036410593],"category_scores_gemma":[0.00010835881,0.00012981634,0.000042727755,0.00012146098,0.000009560565,0.00070597464,0.00016946196,0.00015474671,0.0000025283748],"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":[0.00043754012,0.0008384658,0.060386807,0.00011763352,0.00078885595,0.00040429947,0.075332396,0.004170762,0.0017288036,0.00020629626,0.00013959853,0.85544854],"study_design_scores_gemma":[0.049408056,0.0030157168,0.05995383,0.003802056,0.0001284411,0.014383964,0.07312318,0.47370312,0.15460977,0.0012778179,0.16325824,0.0033358173],"about_ca_topic_score_codex":0.000030093563,"about_ca_topic_score_gemma":0.00029443126,"teacher_disagreement_score":0.8521127,"about_ca_system_score_codex":0.00013153393,"about_ca_system_score_gemma":0.00008204936,"threshold_uncertainty_score":0.5293757},"labels":[],"label_agreement":null},{"id":"W4410619328","doi":"10.33506/insect.v10i2.3786","title":"Perancangan Sistem Informasi Pemilihan Duta Siswa Peduli Bencana Kota Tarakan Berbasis Scrum","year":2024,"lang":"id","type":"article","venue":"Insect (Informatics and Security) Jurnal Teknik Informatika","topic":"Multimedia Learning Systems","field":"Computer Science","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":"Encana (Canada)","funders":"","keywords":"Computer science","score_opus":0.014498957415272165,"score_gpt":0.23314352677513378,"score_spread":0.21864456935986162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410619328","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":[0.83734715,0.015832515,0.009827747,0.0021729458,0.011789799,0.0038827744,0.00034387296,0.002080222,0.11672297],"genre_scores_gemma":[0.9818377,0.0037172276,0.0064348164,0.0018017887,0.0011148911,0.00013148187,0.00023092568,0.00015923027,0.0045719454],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.98857015,0.00030229424,0.005170548,0.0007117264,0.0027891414,0.00245612],"domain_scores_gemma":[0.99349284,0.0007438725,0.0016022725,0.0017512419,0.00072998635,0.0016798002],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0031776403,0.0017468869,0.0018192905,0.002075993,0.0015126112,0.007798219,0.0027337193,0.00097293506,0.00012746426],"category_scores_gemma":[0.00041128197,0.0016048305,0.0008418336,0.0027100944,0.0005651531,0.010422345,0.0015576507,0.00336349,0.000988136],"study_design_candidate":"qualitative","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":[0.00013286663,0.00026152714,0.001978988,0.020811792,0.0013982294,0.0003330948,0.66871804,0.0006954964,0.00011500135,0.0192509,0.014225626,0.27207845],"study_design_scores_gemma":[0.0012269855,0.0006827148,0.0006566989,0.0027732882,0.00018655304,0.0014450459,0.010003905,0.5572887,0.00033492054,0.00016672417,0.42359102,0.0016434038],"about_ca_topic_score_codex":0.00031709488,"about_ca_topic_score_gemma":0.00032771777,"teacher_disagreement_score":0.6587141,"about_ca_system_score_codex":0.0006703188,"about_ca_system_score_gemma":0.0018051176,"threshold_uncertainty_score":0.9997897},"labels":[],"label_agreement":null},{"id":"W4410926580","doi":"10.63824/jptsp.v12i1.266","title":"DAMPAK PEMBANGUNAN INFRASTRUKTUR PENGAMAN MUARA SUNGAI BOGOWONTO TERHADAP BAHAYA BANJIR","year":2025,"lang":"id","type":"article","venue":"JURNAL TEKNIK SIPIL PERTAHANAN","topic":"Multimedia Learning Systems","field":"Computer Science","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":"Encana (Canada)","funders":"","keywords":"Geography","score_opus":0.012378233181573174,"score_gpt":0.26834031848032885,"score_spread":0.2559620852987557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410926580","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":[0.66008586,0.021877676,0.03306124,0.023120252,0.045088574,0.006063705,0.0001145191,0.0030997652,0.20748839],"genre_scores_gemma":[0.8732209,0.00024304232,0.0028066689,0.0021883994,0.0018767477,0.0001144368,0.000045167682,0.00016291122,0.11934171],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98856246,0.0015463787,0.0024429257,0.002612462,0.0021933895,0.0026423524],"domain_scores_gemma":[0.9924823,0.0010373312,0.0011693246,0.0033837142,0.0007345965,0.001192701],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.002473028,0.0016301905,0.0019050053,0.0013593592,0.001513225,0.0024271521,0.0053175376,0.00095172186,0.0008068231],"category_scores_gemma":[0.001239475,0.0015765411,0.0009790763,0.0024469094,0.0005049979,0.0017341495,0.0016057246,0.0028690842,0.0020901996],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00063653075,0.003250102,0.13222902,0.0032353848,0.0028248408,0.0023478318,0.055385012,0.001072804,0.056998685,0.018764334,0.5644688,0.15878667],"study_design_scores_gemma":[0.004157921,0.0009398528,0.14752409,0.002956671,0.0003267115,0.00029018117,0.002212658,0.08072363,0.0029208963,0.00022774827,0.7550144,0.0027052374],"about_ca_topic_score_codex":0.0021685506,"about_ca_topic_score_gemma":0.00095839635,"teacher_disagreement_score":0.21313503,"about_ca_system_score_codex":0.0010921119,"about_ca_system_score_gemma":0.002054773,"threshold_uncertainty_score":0.9997867},"labels":[],"label_agreement":null},{"id":"W4411375236","doi":"10.18280/ijsdp.200503","title":"Application of Flood Modeling in Informal Settlement Areas in Makassar City, Indonesia","year":2025,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Settlement (finance); Flood myth; Geography; Environmental planning; Civil engineering; Archaeology; Water resource management; Environmental science; Engineering; Business","score_opus":0.014607443255526436,"score_gpt":0.26892721149176835,"score_spread":0.2543197682362419,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411375236","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":[0.724051,0.00012717229,0.27513936,0.00021724102,0.0001377386,0.000086711436,2.1576466e-7,0.000004254494,0.00023630827],"genre_scores_gemma":[0.9887596,0.0000063008033,0.011099006,0.000040568844,0.000025399624,0.0000074114773,0.0000038559674,0.0000022669278,0.000055593344],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99868613,0.000031513853,0.0006643793,0.00010236695,0.00035551566,0.00016007341],"domain_scores_gemma":[0.9991747,0.00007306992,0.0002716376,0.000059212874,0.00039261073,0.000028775452],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010880427,0.00007910086,0.00016126272,0.0010561033,0.000027831167,0.000072076786,0.0004523115,0.00004419292,0.0000010154291],"category_scores_gemma":[0.00008158313,0.00007780853,0.00001818286,0.00030218615,0.000009017637,0.0005125273,0.00019691543,0.00017736242,2.9853635e-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":[0.00007097474,0.00006147973,0.87203825,0.00008729987,0.00006231447,0.00030909933,0.019347893,0.08285727,0.000059069644,0.006358091,0.000026111511,0.018722165],"study_design_scores_gemma":[0.001984422,0.000026812402,0.36346444,0.0007737619,0.0000036801405,0.000045616514,0.015304372,0.61519337,0.00073930057,0.00088961096,0.001408768,0.00016585959],"about_ca_topic_score_codex":0.00007618601,"about_ca_topic_score_gemma":0.000006198611,"teacher_disagreement_score":0.53233606,"about_ca_system_score_codex":0.00018495956,"about_ca_system_score_gemma":0.00034776595,"threshold_uncertainty_score":0.31729397},"labels":[],"label_agreement":null},{"id":"W4412077796","doi":"10.22487/peweka.v4i1.46","title":"Analisis Tingkat Risiko Banjir pada Daerah Aliran Sungai (DAS) Bialo Provinsi Sulawesi Selatan","year":2025,"lang":"id","type":"article","venue":"Jurnal PeWeKa Tadulako","topic":"Multimedia Learning Systems","field":"Computer Science","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":"Encana (Canada)","funders":"","keywords":"Geography","score_opus":0.01274062977030164,"score_gpt":0.2799691882599833,"score_spread":0.26722855848968163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412077796","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":[0.86573523,0.0077280123,0.04675273,0.016369348,0.02574168,0.0038958115,0.00021202952,0.0018563922,0.03170874],"genre_scores_gemma":[0.9751113,0.00013031441,0.001984798,0.0015679753,0.0016438729,0.00006014603,0.00006786661,0.0001396453,0.019294076],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9887025,0.0019412758,0.002240928,0.0025908432,0.0023363298,0.00218816],"domain_scores_gemma":[0.99255383,0.0010924187,0.0014363823,0.0031294737,0.0010174374,0.0007704472],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0029757312,0.0013567223,0.0017419037,0.0012834343,0.0014445271,0.002587211,0.0040939664,0.00086421735,0.000274023],"category_scores_gemma":[0.0013780184,0.0013581576,0.0008739583,0.003774497,0.00043222972,0.0015804551,0.001427588,0.002393639,0.0012482563],"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":[0.00072484236,0.002577969,0.5181935,0.0042070663,0.0036115085,0.00364137,0.021965014,0.0035253235,0.017401423,0.017022578,0.26290828,0.14422114],"study_design_scores_gemma":[0.007611642,0.0009958567,0.23840156,0.005051946,0.00083807367,0.000563898,0.0014420075,0.22982311,0.0074993796,0.00033887214,0.5031244,0.0043092575],"about_ca_topic_score_codex":0.0037079444,"about_ca_topic_score_gemma":0.000732112,"teacher_disagreement_score":0.27979195,"about_ca_system_score_codex":0.00086811726,"about_ca_system_score_gemma":0.0015906382,"threshold_uncertainty_score":0.99991834},"labels":[],"label_agreement":null},{"id":"W4413332814","doi":"10.29313/bcsurp.v5i2.19761","title":"Penentuan Prioritas Penanganan Banjir di Kecamatan Ciputat Kota Tangerang Selatan","year":2025,"lang":"en","type":"article","venue":"Bandung Conference Series Urban & Regional Planning","topic":"Multimedia Learning Systems","field":"Computer Science","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":"Encana (Canada)","funders":"","keywords":"Physics","score_opus":0.027990035036320093,"score_gpt":0.26812497485594144,"score_spread":0.24013493981962136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413332814","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":[0.525847,0.011503143,0.35030794,0.024766231,0.0101023745,0.003703814,0.00010230555,0.0050641214,0.068603076],"genre_scores_gemma":[0.984465,0.00003211924,0.006101239,0.00037454668,0.00027934794,0.00006359339,0.000095363925,0.000037105463,0.008551682],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99626875,0.000281301,0.00068055704,0.0011029727,0.00077911344,0.00088730524],"domain_scores_gemma":[0.9975613,0.0004099529,0.0003355363,0.001097774,0.00031395632,0.0002814802],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005649199,0.0005374713,0.00062446325,0.00041204,0.00066591625,0.00087451097,0.001926147,0.00024565353,0.00004774917],"category_scores_gemma":[0.00017802547,0.00052380504,0.00016838772,0.0008427049,0.00024649163,0.0015399395,0.0005216778,0.00064841437,0.00008496587],"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":[0.00028934388,0.00021822783,0.23532583,0.0005798455,0.0005628537,0.0009012593,0.027818525,0.00066669605,0.009968929,0.59825426,0.10966322,0.015751027],"study_design_scores_gemma":[0.004155878,0.00065093517,0.2962705,0.005526268,0.00017944434,0.00066723954,0.0055547026,0.07440921,0.00336811,0.0063008666,0.5992524,0.003664439],"about_ca_topic_score_codex":0.00019471653,"about_ca_topic_score_gemma":0.000038609694,"teacher_disagreement_score":0.5919534,"about_ca_system_score_codex":0.00019955015,"about_ca_system_score_gemma":0.0005781584,"threshold_uncertainty_score":0.99972135},"labels":[],"label_agreement":null},{"id":"W4413343491","doi":"10.29313/bcsurp.v5i2.21064","title":"Kajian Kualitas Ruang Publik di Kawasan Sport Center Tadjimalela Sumedang","year":2025,"lang":"en","type":"article","venue":"Bandung Conference Series Urban & Regional Planning","topic":"Multimedia Learning Systems","field":"Computer Science","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":"Encana (Canada)","funders":"","keywords":"Center (category theory); Chemistry","score_opus":0.03269220660454166,"score_gpt":0.2763222320673505,"score_spread":0.24363002546280885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413343491","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":[0.44420666,0.0058602523,0.31440958,0.027232945,0.011377208,0.0028548068,0.00007888021,0.0040916787,0.18988797],"genre_scores_gemma":[0.97655547,0.000014567435,0.00544413,0.0005519471,0.00030112683,0.0000702205,0.00013371454,0.000030270881,0.016898554],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965438,0.00017351437,0.0006831835,0.0009887222,0.0007370247,0.00087375846],"domain_scores_gemma":[0.99801195,0.00022230792,0.00032342045,0.00085013855,0.0003173285,0.00027486615],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006647461,0.00047044977,0.0005753962,0.0004496427,0.00045527515,0.00086959306,0.0015981455,0.00023558937,0.00006256095],"category_scores_gemma":[0.00013966393,0.00045960647,0.00017877198,0.00071523554,0.00025685574,0.0016944171,0.0004728685,0.00059689267,0.00008001913],"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":[0.00010749612,0.00010792287,0.60085243,0.00019889613,0.00020346408,0.00029972722,0.006262153,0.00011557138,0.00079097686,0.32542622,0.062161155,0.0034740197],"study_design_scores_gemma":[0.0017733012,0.00018544799,0.16696662,0.0022066692,0.000048285554,0.0003082839,0.0027142058,0.0144042885,0.0006585443,0.0012939485,0.8080127,0.0014276542],"about_ca_topic_score_codex":0.00016640642,"about_ca_topic_score_gemma":0.000029777768,"teacher_disagreement_score":0.7458516,"about_ca_system_score_codex":0.000146176,"about_ca_system_score_gemma":0.0005036597,"threshold_uncertainty_score":0.99978554},"labels":[],"label_agreement":null},{"id":"W4414185098","doi":"10.53513/abdi.v5i2.11783","title":"Sistem Deteksi Banjir Berbasis IoT Pada Sungai Abadi, Kec. Sei Bingai, Kab. Langkat","year":2025,"lang":"id","type":"article","venue":"ABDIMAS IPTEK","topic":"Multimedia Learning Systems","field":"Computer Science","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":"Nunavut Arctic College","funders":"","keywords":"Solar greenhouse; Sql server; Application server","score_opus":0.01271754654915973,"score_gpt":0.2536048276671409,"score_spread":0.24088728111798113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414185098","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":[0.5531646,0.036478955,0.073210046,0.0275222,0.056961413,0.007163847,0.0002149797,0.005862964,0.239421],"genre_scores_gemma":[0.75493664,0.0001366408,0.011538571,0.002352924,0.00081791193,0.00014154607,0.00003883307,0.00014380204,0.22989315],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9923934,0.0010569,0.0014475598,0.0020710519,0.0012783014,0.0017527944],"domain_scores_gemma":[0.99403995,0.0015935401,0.00065750163,0.002716194,0.000446311,0.000546503],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016519107,0.0010029397,0.0012655071,0.00069341704,0.0007687383,0.0010755953,0.0030135931,0.0006257973,0.00017919028],"category_scores_gemma":[0.00077365484,0.0010399596,0.00059617264,0.002455092,0.00033430656,0.0005067463,0.0011711768,0.0012645253,0.003565808],"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":[0.00022956803,0.0015201042,0.16181438,0.004149986,0.002708548,0.0019063135,0.030794425,0.0020466906,0.018372511,0.023443304,0.34436426,0.4086499],"study_design_scores_gemma":[0.0021772077,0.00031108572,0.02220197,0.0019426089,0.00027200134,0.00008843912,0.00074703316,0.063742414,0.006652356,0.00015663117,0.900024,0.0016842769],"about_ca_topic_score_codex":0.0022547555,"about_ca_topic_score_gemma":0.00067602494,"teacher_disagreement_score":0.5556597,"about_ca_system_score_codex":0.00063988357,"about_ca_system_score_gemma":0.0008184495,"threshold_uncertainty_score":0.9999614},"labels":[],"label_agreement":null},{"id":"W4414586741","doi":"10.61132/saturnus.v3i4.1075","title":"Sistem Informasi Kinerja Pegawai Non-ASN Berbasis Web pada Dinas Kependudukan dan Pencatatan Sipil Kabupaten Situbondo","year":2025,"lang":"en","type":"article","venue":"Saturnus","topic":"Multimedia Learning Systems","field":"Computer Science","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":"Encana (Canada)","funders":"","keywords":"Web application; Transparency (behavior); Information system; Interface (matter); Population; User interface","score_opus":0.006608425736459739,"score_gpt":0.2335039367208457,"score_spread":0.22689551098438598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414586741","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":[0.5028664,0.0021224793,0.031336013,0.010666011,0.017087635,0.0035510056,0.000053453667,0.0036154888,0.42870152],"genre_scores_gemma":[0.9704219,0.000021405303,0.0067842747,0.00042920792,0.00023770824,0.000086651,0.000053946456,0.000036144553,0.021928761],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963525,0.00020235259,0.0008061649,0.00092315365,0.0007993903,0.00091641874],"domain_scores_gemma":[0.996821,0.00036159976,0.00035668147,0.0019051618,0.00023770932,0.00031788225],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00075403566,0.0005081871,0.000619375,0.00043428878,0.0003978021,0.0006244714,0.0026129503,0.0002679337,0.000019568517],"category_scores_gemma":[0.0002905,0.00046367943,0.000248156,0.0013557632,0.00011446845,0.0010623726,0.00097170594,0.0007454423,0.00024583572],"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":[0.00018781475,0.0007616838,0.18691544,0.0017881622,0.00092838804,0.0011696841,0.0200987,0.0010822999,0.025176845,0.08399764,0.06552494,0.6123684],"study_design_scores_gemma":[0.0034451594,0.00029681288,0.1285156,0.00074755895,0.00010211848,0.0001675538,0.0006810406,0.12002188,0.00677126,0.00029177585,0.7373326,0.001626661],"about_ca_topic_score_codex":0.00033976365,"about_ca_topic_score_gemma":0.00025321302,"teacher_disagreement_score":0.67180765,"about_ca_system_score_codex":0.00027807537,"about_ca_system_score_gemma":0.0005197207,"threshold_uncertainty_score":0.9997815},"labels":[],"label_agreement":null},{"id":"W4414666804","doi":"10.69714/x82h8n46","title":"SISTEM INFORMASI TUGAS PEGAWAI UNTUK ADMIN, PENANGGUNG JAWAB DAN PENGENDALI TEKNIS DPMPTSP KABUPATEN BANYUWANGI","year":2025,"lang":"en","type":"article","venue":"Jurnal Riset Teknik Komputer","topic":"Multimedia Learning Systems","field":"Computer Science","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":"Encana (Canada)","funders":"","keywords":"Workload; Task (project management); Government (linguistics); Waterfall model; Principal (computer security); Process (computing); Information system; Service (business); Management information systems; Public sector","score_opus":0.00803643829798762,"score_gpt":0.2501276230959659,"score_spread":0.2420911847979783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414666804","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1753552,0.0031135269,0.7109231,0.015403865,0.018545555,0.003670523,0.00005355009,0.0042311354,0.06870355],"genre_scores_gemma":[0.93715584,0.00007490772,0.032477707,0.0020419348,0.00116712,0.00015242149,0.00005761555,0.00010823614,0.026764218],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99447715,0.00043186627,0.0013223242,0.0011761162,0.0011652897,0.0014272258],"domain_scores_gemma":[0.996275,0.00046889993,0.00057316705,0.0017461366,0.00041276668,0.000524021],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0013828246,0.00073313125,0.00086524815,0.00081356347,0.00057522155,0.0010959733,0.003168211,0.00037737514,0.000042976535],"category_scores_gemma":[0.00019160923,0.0006488611,0.00048525617,0.0013196578,0.0001516302,0.0015794653,0.0014309087,0.0010776883,0.00054577563],"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":[0.00020782386,0.0008659431,0.071557716,0.0012844048,0.0014530872,0.0013481153,0.015483778,0.0023974103,0.0039666914,0.060737744,0.19269279,0.6480045],"study_design_scores_gemma":[0.0024965024,0.00034108866,0.066862665,0.0006675549,0.0001037657,0.00039519978,0.00027495823,0.13494845,0.0028054875,0.00025492668,0.7894691,0.0013802478],"about_ca_topic_score_codex":0.00012224376,"about_ca_topic_score_gemma":0.00003536222,"teacher_disagreement_score":0.76180065,"about_ca_system_score_codex":0.0004431722,"about_ca_system_score_gemma":0.0007415649,"threshold_uncertainty_score":0.999941},"labels":[],"label_agreement":null},{"id":"W4414777441","doi":"10.24912/jmts.v8i3.33820","title":"PERENCANAAN SEAWALL MODIFIKASI POLDER BERBASIS SELF-CLOSING FLOOD BARRIER DAN SMART WATER SQUARES PADA KAWASAN PESISIR","year":2025,"lang":"en","type":"article","venue":"JMTS Jurnal Mitra Teknik Sipil","topic":"Multimedia Learning Systems","field":"Computer Science","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":"Encana (Canada)","funders":"","keywords":"Seawall; Flood myth; Flooding (psychology); Climate change; Resilience (materials science); Runway; Flood mitigation; Flood forecasting","score_opus":0.008733370485823821,"score_gpt":0.23219291340171563,"score_spread":0.22345954291589182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414777441","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":[0.9584199,0.0007121826,0.016041407,0.005857653,0.0034720919,0.0008918057,0.000023137185,0.0013412832,0.013240548],"genre_scores_gemma":[0.9802326,0.000014697881,0.01221294,0.0008604261,0.00049008784,0.00006765839,0.00001683119,0.000066062195,0.006038711],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948521,0.0005635004,0.0009483967,0.0012327844,0.0010630428,0.0013401775],"domain_scores_gemma":[0.99721605,0.00032259044,0.000228778,0.0013730944,0.0003211432,0.0005383436],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000940488,0.0006511545,0.0007104261,0.0006137796,0.0007331681,0.00094000035,0.0021109676,0.00033287017,0.000096845084],"category_scores_gemma":[0.0001440028,0.00052384025,0.00042317936,0.0007144023,0.000116282914,0.00089801446,0.00055628293,0.00090378843,0.00023501614],"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":[0.0003041485,0.00389826,0.23448561,0.002824477,0.005078909,0.0017596845,0.086466804,0.0036603205,0.22444198,0.02275071,0.11356535,0.30076376],"study_design_scores_gemma":[0.006461144,0.0005935812,0.09608829,0.001729225,0.00058306044,0.00045491714,0.0017890377,0.19819963,0.15067689,0.0012686069,0.5380072,0.004148412],"about_ca_topic_score_codex":0.0008880668,"about_ca_topic_score_gemma":0.00024731323,"teacher_disagreement_score":0.42444184,"about_ca_system_score_codex":0.00036288152,"about_ca_system_score_gemma":0.00047454904,"threshold_uncertainty_score":0.9997213},"labels":[],"label_agreement":null},{"id":"W4414921405","doi":"10.52005/jursistekni.v6i2.316","title":"MEMBANGUN APLIKASI DATA PENGAMATAN CUACA PADA STASIUN METEREOLOGI 96041 MEDAN MENGGUNAKAN FRAMEWORK FLUTTER","year":2024,"lang":"id","type":"article","venue":"Jurnal Riset Sistem Informasi dan Teknologi Informasi (JURSISTEKNI)","topic":"Multimedia Learning Systems","field":"Computer Science","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":"WiLAN (Canada)","funders":"","keywords":"File system; JavaScript; Unix","score_opus":0.048794368451782734,"score_gpt":0.30437702863656924,"score_spread":0.2555826601847865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414921405","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.117581666,0.0769967,0.16294599,0.034136567,0.14391544,0.025001943,0.004710756,0.029868139,0.4048428],"genre_scores_gemma":[0.8890341,0.0037479661,0.049116276,0.004649392,0.005383831,0.0007761049,0.006158411,0.00091363286,0.040220298],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.97493887,0.0017526328,0.007841431,0.004047259,0.0054745404,0.005945266],"domain_scores_gemma":[0.97695917,0.004345652,0.0035988197,0.011429958,0.0011216113,0.0025447824],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","scholarly_communication","open_science","research_integrity"],"category_scores_codex":[0.009626718,0.0038716407,0.0039415793,0.002593881,0.002356718,0.0086391065,0.0196211,0.0035449122,0.00038118137],"category_scores_gemma":[0.0044942657,0.0033994897,0.0018691494,0.0045327335,0.0019266373,0.015714345,0.010902762,0.009486666,0.0038101957],"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":[0.0012139829,0.0014888992,0.017621227,0.016809592,0.010612905,0.006541189,0.07902167,0.0013096613,0.00081425474,0.108050905,0.19095473,0.565561],"study_design_scores_gemma":[0.0020657524,0.0017125271,0.003625499,0.0048409402,0.0010208825,0.0031278576,0.0073139286,0.071683794,0.0016024158,0.0002288469,0.8986199,0.0041576875],"about_ca_topic_score_codex":0.00008080753,"about_ca_topic_score_gemma":0.00022157427,"teacher_disagreement_score":0.7714524,"about_ca_system_score_codex":0.00227515,"about_ca_system_score_gemma":0.0033633388,"threshold_uncertainty_score":0.9989421},"labels":[],"label_agreement":null},{"id":"W4415129005","doi":"10.25042/jurnal_tepat.v4i2.196","title":"Konsep Penanganan Bencana Banjir pada Perumahan Perumnas Manggala Kota Makassar","year":2021,"lang":"id","type":"article","venue":"JURNAL TEPAT Applied Technology Journal for Community Engagement and Services","topic":"Multimedia Learning Systems","field":"Computer 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":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Statistical analysis; Survey research; Canadian literature","score_opus":0.04254487479103987,"score_gpt":0.277339533914386,"score_spread":0.23479465912334613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415129005","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":[0.96710384,0.007201844,0.0030843434,0.01570951,0.0026134735,0.0011407408,0.000047808502,0.00043950242,0.0026589667],"genre_scores_gemma":[0.98409456,0.0018390164,0.009931406,0.0008275239,0.0004440704,0.0001005315,0.0000636709,0.000106607935,0.002592616],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9935274,0.0019504894,0.0013036025,0.00080589,0.00093849655,0.0014741068],"domain_scores_gemma":[0.9944472,0.0010538773,0.001244193,0.0019796346,0.000748306,0.0005267909],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005600196,0.0008987854,0.0012252614,0.00107824,0.0075931526,0.0016467595,0.004105011,0.00085153285,0.000112114874],"category_scores_gemma":[0.0001813926,0.0008757166,0.00038393613,0.001299715,0.0004284205,0.0006184537,0.0031871602,0.007679279,0.00006653648],"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":[0.001000483,0.0063661076,0.12973224,0.012075886,0.009117166,0.003757255,0.14102961,0.00022141324,0.114392124,0.086945206,0.024050854,0.47131166],"study_design_scores_gemma":[0.012493697,0.0029916195,0.024941402,0.0035922038,0.0015586319,0.007924627,0.21120416,0.024288846,0.018558726,0.017741006,0.6701755,0.0045296135],"about_ca_topic_score_codex":0.000245506,"about_ca_topic_score_gemma":0.0017662008,"teacher_disagreement_score":0.6461246,"about_ca_system_score_codex":0.00032960493,"about_ca_system_score_gemma":0.0004394978,"threshold_uncertainty_score":0.99938965},"labels":[],"label_agreement":null},{"id":"W4415359992","doi":"10.59934/jaiea.v5i1.1574","title":"Optimization of the Automatic Bell System of STMIK Kaputama with Time Control Based on Smartphone Using Nodemcu","year":2025,"lang":"","type":"article","venue":"Journal of Artificial Intelligence and Engineering Applications (JAIEA)","topic":"Multimedia Learning Systems","field":"Computer Science","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":"Kootenay Association for Science & Technology","funders":"","keywords":"Flexibility (engineering); Software; Schedule; Class (philosophy); Real-time operating system; Control system; Real-time Control System; The Internet","score_opus":0.01179798565762604,"score_gpt":0.23086526141259667,"score_spread":0.21906727575497062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415359992","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02582218,0.0002843899,0.9724639,0.00031024418,0.00037392517,0.00066160475,0.00001016564,0.000029597732,0.000043988006],"genre_scores_gemma":[0.9429215,0.000010699219,0.05689281,0.000020290197,0.000102421356,0.000017968174,6.4337934e-7,0.000020216392,0.000013462549],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9972137,0.00013273265,0.0015643176,0.00027842206,0.0005564558,0.00025433765],"domain_scores_gemma":[0.9965561,0.0006291493,0.0013926397,0.0006285368,0.00069042016,0.00010314656],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011178182,0.00026543366,0.0006350405,0.00055315916,0.00018661925,0.00011374418,0.0007448866,0.00014322359,0.000009651847],"category_scores_gemma":[0.00015761313,0.00020589083,0.00016548978,0.0015175648,0.00016299896,0.00019341604,0.0000628744,0.0003677467,0.000004446824],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042831736,0.00014973339,0.00016119552,0.0005752758,0.000111588815,0.0000012683332,0.00034923066,0.9750413,0.0088720685,0.0018330462,0.0000066340494,0.012855831],"study_design_scores_gemma":[0.00017058023,0.00021562948,0.00029184428,0.0027029626,0.00019395616,0.000025081254,0.00015696457,0.98250395,0.013532781,0.000017664064,0.000033731067,0.00015488386],"about_ca_topic_score_codex":0.000031271265,"about_ca_topic_score_gemma":0.0000010322839,"teacher_disagreement_score":0.9170993,"about_ca_system_score_codex":0.00016629603,"about_ca_system_score_gemma":0.00040916196,"threshold_uncertainty_score":0.8395984},"labels":[],"label_agreement":null},{"id":"W4415360286","doi":"10.59934/jaiea.v5i1.1602","title":"Automated Fertilizer Spraying System for Purple Eggplant Plants Based on IoT at STMIK KAPUTAMA","year":2025,"lang":"","type":"article","venue":"Journal of Artificial Intelligence and Engineering Applications (JAIEA)","topic":"Multimedia Learning Systems","field":"Computer Science","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":"Kootenay Association for Science & Technology","funders":"","keywords":"Fertilizer; Internet of Things; Moisture; Soil moisture sensor; Microcontroller; Greenhouse","score_opus":0.029168719877676417,"score_gpt":0.28794700241736754,"score_spread":0.2587782825396911,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415360286","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.029739546,0.0007805209,0.96497995,0.0009856225,0.001966398,0.001118647,0.000046503654,0.0002896046,0.00009320557],"genre_scores_gemma":[0.9769909,0.00004181539,0.022118077,0.00006888192,0.00041490188,0.00017959885,0.000007725767,0.000040847248,0.00013725646],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9963891,0.000097065145,0.0017576946,0.00060520106,0.00053836266,0.000612611],"domain_scores_gemma":[0.99682426,0.0010055513,0.00076637807,0.00066483853,0.00043670466,0.00030227404],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014519544,0.00044154617,0.00072328805,0.000952145,0.00054439524,0.0004706205,0.0009393185,0.00027994346,0.000009141801],"category_scores_gemma":[0.00027153522,0.0004340131,0.0002561971,0.0008739123,0.00008058336,0.00018944065,0.00013478844,0.000511897,0.00005976109],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030413838,0.00028224417,0.00015907397,0.0012234612,0.00021159157,0.00002569159,0.0007888886,0.8701924,0.02187659,0.00813856,0.0010967491,0.09570063],"study_design_scores_gemma":[0.00017223897,0.00024773524,0.00028045272,0.0016721496,0.00008482836,0.0000793273,0.00028132257,0.9627064,0.025390552,0.00007509401,0.008667385,0.00034254478],"about_ca_topic_score_codex":0.000028808592,"about_ca_topic_score_gemma":0.0000060705092,"teacher_disagreement_score":0.9472514,"about_ca_system_score_codex":0.00051847816,"about_ca_system_score_gemma":0.00030302364,"threshold_uncertainty_score":0.9998112},"labels":[],"label_agreement":null},{"id":"W4415360397","doi":"10.59934/jaiea.v5i1.1367","title":"Design of Door Security System using Rfid Based on IoT at Stmik Kaputama","year":2025,"lang":"","type":"article","venue":"Journal of Artificial Intelligence and Engineering Applications (JAIEA)","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Buzzer; Access control; Internet of Things; Radio-frequency identification; Relay; Data access; Security system; Identification (biology); Microcontroller","score_opus":0.03739653356129494,"score_gpt":0.28310733081359,"score_spread":0.24571079725229508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415360397","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03118392,0.00091700436,0.965786,0.0002661262,0.001067436,0.0006723484,0.00000938556,0.00005306671,0.00004474518],"genre_scores_gemma":[0.9444331,0.000044873726,0.055101357,0.000026349968,0.00031649327,0.000027658949,8.1250045e-7,0.000026392025,0.000022951088],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9963702,0.00020662759,0.0018764653,0.0004874052,0.00062196766,0.00043733875],"domain_scores_gemma":[0.9963698,0.0009698716,0.0010448805,0.0007202946,0.00065507984,0.0002400917],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001945296,0.0003787288,0.00073914416,0.0009718618,0.000315382,0.00023031702,0.0009294885,0.00025104245,0.000013862017],"category_scores_gemma":[0.0002215587,0.0003864511,0.00021243097,0.0015212479,0.00014531928,0.00018952443,0.00016018332,0.0006060559,0.000022333343],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000085374115,0.00018676008,0.00009077145,0.0006766074,0.000098285294,0.000010338746,0.0008921654,0.9422827,0.024696533,0.007997741,0.000036152087,0.022946578],"study_design_scores_gemma":[0.00009095472,0.00023537815,0.0000643961,0.0015734921,0.00010747421,0.00005377738,0.00029262967,0.9512627,0.04531581,0.00016699196,0.00057309767,0.00026327185],"about_ca_topic_score_codex":0.00004464139,"about_ca_topic_score_gemma":0.0000017671517,"teacher_disagreement_score":0.9132492,"about_ca_system_score_codex":0.0005082283,"about_ca_system_score_gemma":0.00042626236,"threshold_uncertainty_score":0.99985874},"labels":[],"label_agreement":null},{"id":"W4415401054","doi":"10.59934/jaiea.v5i1.1696","title":"Analysis of Football Supporters' Sentiment on Social Media on PSSI's Performance using the K-Nearest Neighbor Method","year":2025,"lang":"","type":"article","venue":"Journal of Artificial Intelligence and Engineering Applications (JAIEA)","topic":"Multimedia Learning Systems","field":"Computer Science","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":"Kootenay Association for Science & Technology","funders":"","keywords":"Football; Social media; Weighting; Sentiment analysis; Recall; Public opinion; Indonesian","score_opus":0.0562373738265508,"score_gpt":0.33547369002767025,"score_spread":0.27923631620111944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415401054","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10599718,0.00024502675,0.891634,0.0009173445,0.00081140414,0.00030784364,0.000012237735,0.000019048299,0.000055919376],"genre_scores_gemma":[0.98438525,0.0001483882,0.014898895,0.000059845737,0.0004402872,0.00002098399,0.000002670782,0.000017329021,0.000026321999],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9967814,0.0001653424,0.0015539408,0.00041653268,0.00069752487,0.00038525404],"domain_scores_gemma":[0.9966329,0.001270871,0.0009546366,0.00056598184,0.00043651572,0.00013909773],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0019187087,0.00031936774,0.00072657765,0.0013389817,0.00040053902,0.00026675742,0.0009693833,0.00016917576,0.000026490594],"category_scores_gemma":[0.00018460574,0.00026327788,0.0003872115,0.0029658147,0.00015065871,0.00021074575,0.0001331459,0.000683707,0.000009002601],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000069648275,0.00028233574,0.00038181542,0.0001221305,0.0012036536,0.000003874831,0.0051276567,0.6721693,0.006217271,0.013039828,0.00005413006,0.30132836],"study_design_scores_gemma":[0.000057154513,0.00013934124,0.0041304715,0.00026319668,0.0008750398,0.000008757033,0.00071073277,0.9777868,0.014750161,0.000091324626,0.0009749402,0.00021209756],"about_ca_topic_score_codex":0.000031211377,"about_ca_topic_score_gemma":0.000007202911,"teacher_disagreement_score":0.8783881,"about_ca_system_score_codex":0.00018369891,"about_ca_system_score_gemma":0.00021980869,"threshold_uncertainty_score":0.99998194},"labels":[],"label_agreement":null},{"id":"W6976896040","doi":"10.6084/m9.figshare.12576842.v1","title":"2020 NHL Draft Lottery Live Reddit Online Free","year":2020,"lang":"en","type":"dataset","venue":"Figshare","topic":"Multimedia Learning Systems","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":"","keywords":"Lottery; Adversarial system; Hull","score_opus":0.03522422877384681,"score_gpt":0.261867706940968,"score_spread":0.2266434781671212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976896040","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[1.4172986e-7,0.00035309835,0.000013053411,0.0010283397,0.0009517432,0.00046344424,0.9966474,0.00048395141,0.000058821395],"genre_scores_gemma":[9.581698e-7,0.000011275346,0.001682954,0.0015511095,0.0030893816,0.00017929389,0.9929075,0.000045989684,0.00053150713],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99655294,0.00022819586,0.000554795,0.0012395834,0.00088853133,0.00053593324],"domain_scores_gemma":[0.9954606,0.00051570695,0.0005910333,0.0028755972,0.00018182107,0.0003751982],"candidate_categories":["metaepi_narrow","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000067907735,0.00055536773,0.0006586683,0.00014484185,0.000112669106,0.00046763654,0.0066960785,0.0005559716,0.11329707],"category_scores_gemma":[0.0048931544,0.0005588117,0.00022640338,0.0005310873,0.000011581097,0.00032785695,0.0033539503,0.0014155607,0.122347824],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000021700391,0.000039063576,4.7258993e-7,0.00060576404,0.000045349563,0.0006668768,0.00013034961,0.000013691059,9.460941e-7,2.5059288e-7,0.9978305,0.0006645793],"study_design_scores_gemma":[0.00024939826,0.00008903206,0.00006433266,0.003058186,0.0000133782905,0.000046678022,0.000007146031,0.0032869074,0.000004353343,0.000004872015,0.9925989,0.00057685375],"about_ca_topic_score_codex":0.00010359157,"about_ca_topic_score_gemma":0.00010757772,"teacher_disagreement_score":0.009050751,"about_ca_system_score_codex":0.00011144461,"about_ca_system_score_gemma":0.00039382628,"threshold_uncertainty_score":0.99968636},"labels":[],"label_agreement":null},{"id":"W6976948904","doi":"10.6084/m9.figshare.c.6735393.v1","title":"Youth engagement in research: exploring training needs of youth with neurodevelopmental disabilities","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"General partnership; Focus group; Positive Youth Development; Youth engagement; Qualitative research; Public engagement; Training (meteorology); Data collection","score_opus":0.5602017988806305,"score_gpt":0.3568353048654414,"score_spread":0.20336649401518908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976948904","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018167921,0.0018087063,0.00008563582,0.00011204866,0.0015957264,0.002937994,0.111801565,0.0018115072,0.87803],"genre_scores_gemma":[0.6479062,0.000015990525,0.0047756294,0.000041659296,0.0010432586,0.002271153,0.02721435,0.0016211772,0.31511056],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99745077,0.00035991846,0.00033315155,0.0005153733,0.0008486029,0.00049219903],"domain_scores_gemma":[0.99881804,0.00026479037,0.0001357051,0.0006391862,0.00005079011,0.000091509],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00053921033,0.00028229025,0.00038249217,0.0011484904,0.00003702275,0.00016729099,0.0010837389,0.000119833094,0.009968778],"category_scores_gemma":[0.0007563874,0.000243599,0.000054985598,0.0010175039,0.000031792275,0.00017091996,0.00072064856,0.0008683043,0.0010811909],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000059069075,0.00004412426,0.00016972721,0.0026047782,0.0000685502,0.000052390413,0.7627267,0.000047934147,0.0000027749697,0.000101336875,0.22919193,0.0049838163],"study_design_scores_gemma":[0.0010303509,0.00039660017,0.00051968,0.12177374,0.00002141632,0.000013785443,0.47312552,0.0013341543,0.0001131051,0.000024125266,0.40008032,0.0015672006],"about_ca_topic_score_codex":0.00018817182,"about_ca_topic_score_gemma":0.00006595304,"teacher_disagreement_score":0.64608943,"about_ca_system_score_codex":0.00012754189,"about_ca_system_score_gemma":0.00026335596,"threshold_uncertainty_score":0.9996966},"labels":[],"label_agreement":null},{"id":"W6988072786","doi":"","title":"Wheeling through Toronto: A History of the Bicycle and Its Riders","year":2024,"lang":"en","type":"article","venue":"Project Muse (Johns Hopkins University)","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wheeling; Work (physics); Government (linguistics); Poison control","score_opus":0.02301644766413704,"score_gpt":0.2269595011747783,"score_spread":0.20394305351064126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6988072786","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.093177974,0.001045167,0.033320375,0.0010166944,0.0062598675,0.0013637267,0.000013438227,0.0011599979,0.86264277],"genre_scores_gemma":[0.98171437,0.013648063,0.0037712483,0.00007917752,0.00009488007,0.0000020663192,7.6023247e-7,0.000023500525,0.00066592754],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988079,0.00017075511,0.0001396909,0.00041013584,0.00024961497,0.00022189833],"domain_scores_gemma":[0.9992318,0.00014838997,0.000085793516,0.000428836,0.00006317377,0.00004198504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019329705,0.00014307404,0.00016427081,0.0010080388,0.000077554694,0.00004912649,0.0007751718,0.000075654825,0.000013193784],"category_scores_gemma":[0.000059292404,0.00012117469,0.00009783233,0.0019562917,0.00007272928,0.0010585679,0.0004356161,0.00017844279,0.000011056388],"study_design_candidate":"not_applicable","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":[0.00008736338,0.00034176922,0.0019610887,0.0022351404,0.0007409701,0.00064789184,0.66670746,0.0005859943,0.0021649473,0.15105243,0.008838134,0.16463679],"study_design_scores_gemma":[0.0002068249,0.000033576704,0.00009121476,0.00015707452,0.000023078685,0.000013828216,0.00039151183,0.055179324,0.00024737522,0.0000013887502,0.94351417,0.00014064698],"about_ca_topic_score_codex":0.063160665,"about_ca_topic_score_gemma":0.005319759,"teacher_disagreement_score":0.934676,"about_ca_system_score_codex":0.00076100277,"about_ca_system_score_gemma":0.0006653186,"threshold_uncertainty_score":0.9430778},"labels":[],"label_agreement":null},{"id":"W6992188243","doi":"","title":"La cooperació penal de la UE amb tercers estats a través dels acords internacionals : una valoració post Lisboa","year":2010,"lang":"ca","type":"dissertation","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Multimedia Learning Systems","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":"","keywords":"Data collection; Tribunal; Context (archaeology); Quarter (Canadian coin)","score_opus":0.016527020382270052,"score_gpt":0.28365961879517826,"score_spread":0.2671325984129082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6992188243","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":[0.7702564,0.0014049739,0.04142041,0.011120879,0.014429634,0.0042038094,0.000787375,0.0023740768,0.15400243],"genre_scores_gemma":[0.97922343,0.000294637,0.011415356,0.0005412612,0.0021235365,0.0007937767,0.00205162,0.0003618955,0.0031944772],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98256236,0.0052498383,0.0029125074,0.00334619,0.0033936931,0.0025354235],"domain_scores_gemma":[0.98672026,0.003374876,0.0025470683,0.0024085557,0.0027959456,0.002153315],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0049572284,0.002307644,0.0021055434,0.0021110557,0.0019328096,0.0033906961,0.005089872,0.004520271,0.00025138308],"category_scores_gemma":[0.0044333325,0.0023882843,0.0011874406,0.0019820477,0.00021846736,0.0021027962,0.0009218075,0.007127039,0.00024983924],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025308197,0.004307495,0.0017061364,0.0026233683,0.00211024,0.0056413463,0.09746045,0.0013390138,0.09959876,0.7402531,0.0036788539,0.038750425],"study_design_scores_gemma":[0.0039654425,0.0004943343,0.018380865,0.003567293,0.00049960875,0.012188734,0.0039500115,0.0177583,0.004137864,0.0003150703,0.9312253,0.0035171772],"about_ca_topic_score_codex":0.00007828053,"about_ca_topic_score_gemma":0.0013141499,"teacher_disagreement_score":0.92754644,"about_ca_system_score_codex":0.0023248242,"about_ca_system_score_gemma":0.0070159333,"threshold_uncertainty_score":0.9993665},"labels":[],"label_agreement":null},{"id":"W6994205046","doi":"","title":"Page 290","year":2011,"lang":"en","type":"article","venue":"Pittsburg State University Digital Commons (Pittsburg State University)","topic":"Multimedia Learning Systems","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":"","keywords":"Ledger; Period (music); Register (sociolinguistics); Quarter (Canadian coin); Information governance","score_opus":0.02272588014914427,"score_gpt":0.18314098202921328,"score_spread":0.16041510188006902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6994205046","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27477148,0.00007789995,0.5424644,0.0004253532,0.0012152155,0.0012019296,0.0003660804,0.0030689032,0.17640878],"genre_scores_gemma":[0.9596427,0.0001324924,0.0031373156,0.00007890667,0.00004309963,5.7445897e-7,0.000048503174,0.000077768695,0.036838613],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9953547,0.00043215344,0.0004898006,0.0014681364,0.0008183057,0.0014368703],"domain_scores_gemma":[0.99571645,0.00039383516,0.00052772014,0.0019301886,0.000459875,0.0009719215],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003244307,0.00076493545,0.0007766046,0.0017884319,0.0008291839,0.00045580626,0.0043094284,0.00021397653,0.00011902404],"category_scores_gemma":[0.000084754174,0.00094341615,0.00046153206,0.0027247858,0.00056632975,0.0054842606,0.0022809627,0.00082196854,0.0005895793],"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":[0.0034351528,0.0067721712,0.22326697,0.00072877633,0.0041024126,0.06430406,0.11424414,0.0018191333,0.0023586364,0.27681404,0.062413502,0.239741],"study_design_scores_gemma":[0.005905074,0.0010075099,0.027228143,0.00023963097,0.00016193645,0.00017581324,0.0064078327,0.0055278987,0.000640294,0.0076366076,0.9413383,0.0037309856],"about_ca_topic_score_codex":0.0010376561,"about_ca_topic_score_gemma":0.00014666555,"teacher_disagreement_score":0.8789248,"about_ca_system_score_codex":0.000742198,"about_ca_system_score_gemma":0.00037958898,"threshold_uncertainty_score":0.9993016},"labels":[],"label_agreement":null},{"id":"W7006618269","doi":"","title":"Thousands of Alexandrian Coins on their way from Cairo to Toronto by way of London","year":2000,"lang":"en","type":"article","venue":"","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Exposition (narrative); Period (music); German; Government (linguistics)","score_opus":0.009043884995176287,"score_gpt":0.2270559242251429,"score_spread":0.21801203922996662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7006618269","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":[0.8126987,0.00035458122,0.06996783,0.0006273766,0.0006029289,0.0005126155,0.00007127752,0.00024058025,0.11492412],"genre_scores_gemma":[0.98548424,0.000019235864,0.005571232,0.00019864166,0.000070767,0.000009068854,0.000007711528,0.000013748064,0.008625331],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985634,0.000119466,0.00035554962,0.0003744496,0.00035382505,0.00023329484],"domain_scores_gemma":[0.9985993,0.00028157316,0.00010212824,0.0008265225,0.000049541082,0.00014094479],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022743412,0.00015901921,0.0003304077,0.000035630783,0.0000348443,0.000030447514,0.000835591,0.00008055777,0.0014187814],"category_scores_gemma":[0.000033108136,0.00011738197,0.000075485346,0.0001293632,0.00002940595,0.00018350997,0.00007367975,0.00007317444,0.00013156899],"study_design_candidate":"design_other","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":[0.00019215832,0.00076120003,0.005802745,0.000045148423,0.0001689621,0.000011263679,0.034056887,0.0017784903,0.13537933,0.004279628,0.109485365,0.7080388],"study_design_scores_gemma":[0.0035244517,0.0024696449,0.038554963,0.0005448779,0.00002174117,0.000008437232,0.00062148087,0.13267091,0.49284884,0.00011249464,0.32749063,0.0011315377],"about_ca_topic_score_codex":0.014898094,"about_ca_topic_score_gemma":0.0018763639,"teacher_disagreement_score":0.7069073,"about_ca_system_score_codex":0.0000657708,"about_ca_system_score_gemma":0.000027956146,"threshold_uncertainty_score":0.9994941},"labels":[],"label_agreement":null},{"id":"W7014517691","doi":"","title":"PERANCANGAN SISTEM INFORMASI AKUNTANSI&#13;\\nSIKLUS PENDAPATAN BERBASIS KOMPUTER&#13;\\nPADA PENERBIT KATAHATI –WISDOM","year":2012,"lang":"id","type":"dissertation","venue":"UAJY Repository (University of Southampton)","topic":"Multimedia Learning Systems","field":"Computer Science","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":"Discovery Air (Canada)","funders":"","keywords":"Informatics engineering; Cheque","score_opus":0.010167750780815351,"score_gpt":0.1928004627001252,"score_spread":0.18263271191930985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014517691","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":[0.935887,0.00197386,0.007873403,0.00016271078,0.012240972,0.0019494455,0.000102977174,0.0007037537,0.039105926],"genre_scores_gemma":[0.8828949,0.000084282365,0.008606878,0.000058076872,0.0010529249,0.0000069862194,0.0011083884,0.00017248171,0.106015086],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9907365,0.0009524166,0.0016768028,0.0022011332,0.0026944212,0.0017387605],"domain_scores_gemma":[0.9900564,0.00050132547,0.0037888295,0.0030175978,0.0014243996,0.0012114774],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0011450411,0.0016399613,0.0023519162,0.0009263731,0.0022731205,0.00058104075,0.004623488,0.0016240348,0.00032569337],"category_scores_gemma":[0.000092388946,0.0021195475,0.0013489963,0.001358205,0.00068326236,0.0032808494,0.0010871321,0.0018957141,0.00060317595],"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":[0.0014072907,0.0018054509,0.16089168,0.009634047,0.004221084,0.0022074026,0.7040268,0.001950974,0.023158,0.0015201535,0.006020588,0.08315652],"study_design_scores_gemma":[0.010699021,0.0019140142,0.50484914,0.008476722,0.0034342231,0.0017380201,0.15609464,0.09850876,0.008789662,0.000021025226,0.19536285,0.010111947],"about_ca_topic_score_codex":0.013673807,"about_ca_topic_score_gemma":0.003877099,"teacher_disagreement_score":0.54793215,"about_ca_system_score_codex":0.0008809671,"about_ca_system_score_gemma":0.0014437981,"threshold_uncertainty_score":0.99967206},"labels":[],"label_agreement":null},{"id":"W7036355437","doi":"","title":"Camille Pissarro's Turpitudes sociales : challenging the medical model of social deviance","year":2005,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Multimedia Learning Systems","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":"","keywords":"Depiction; Deviance (statistics); Working class; Alienation; Government (linguistics); State (computer science); Framing (construction); Order (exchange); Subjectivity","score_opus":0.0358206733336371,"score_gpt":0.27517557166273565,"score_spread":0.23935489832909856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7036355437","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":[0.78978765,0.0035584895,0.00036407646,0.001356486,0.006332729,0.0026139861,0.00055991113,0.0016616188,0.19376503],"genre_scores_gemma":[0.99151933,0.00023603758,0.003086177,0.00023826392,0.00033057647,0.000162761,0.00011050835,0.00016035838,0.004155959],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9925596,0.00086931535,0.0013974075,0.0013056513,0.0028715916,0.0009964395],"domain_scores_gemma":[0.99598116,0.0006945992,0.0013030074,0.001103682,0.0005894011,0.00032814252],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0027432847,0.0008398369,0.0011577266,0.00034588974,0.0020636132,0.00014724121,0.004188855,0.0013186493,0.00010959694],"category_scores_gemma":[0.0015017046,0.0007359036,0.00058157195,0.0006660306,0.0002373159,0.00079419004,0.00046230227,0.0025124499,0.00015187687],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005172877,0.00028772897,0.000018701587,0.00078255095,0.0004220764,0.000051079674,0.0008537959,0.0016921699,0.006533991,0.6830499,0.00004331936,0.3062129],"study_design_scores_gemma":[0.010074831,0.0006820779,0.008038692,0.009127252,0.0012076148,0.00031628128,0.009844797,0.6156591,0.06275623,0.08555368,0.18209082,0.01464859],"about_ca_topic_score_codex":0.0002161888,"about_ca_topic_score_gemma":0.0020745972,"teacher_disagreement_score":0.61396694,"about_ca_system_score_codex":0.00070059363,"about_ca_system_score_gemma":0.0004801865,"threshold_uncertainty_score":0.9999778},"labels":[],"label_agreement":null},{"id":"W7699670","doi":"","title":"Sistem Informasi Akuntansi Event Organizer","year":2010,"lang":"en","type":"dissertation","venue":"The Journal of Rheumatology","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Physics; Art","score_opus":0.006366240351973352,"score_gpt":0.2473738416071084,"score_spread":0.24100760125513504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7699670","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":[0.95931005,0.0011630516,0.015394858,0.0012539256,0.019342052,0.00032468367,5.8225004e-7,0.000086069354,0.0031247397],"genre_scores_gemma":[0.98728305,0.00038301465,0.003829104,0.000106288535,0.00007497025,0.000004375099,0.000012465079,0.000051369003,0.00825539],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974413,0.00036456887,0.0011816428,0.00013808072,0.000569409,0.0003050267],"domain_scores_gemma":[0.9955824,0.00056850386,0.0025455572,0.00063360215,0.0005530083,0.000116940515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001604515,0.00025745606,0.00070795754,0.00025884525,0.00014751025,0.00008034845,0.0024916562,0.00046446177,0.00004749438],"category_scores_gemma":[0.0004739155,0.00016182096,0.00017823742,0.00024388012,0.000052441606,0.00028365347,0.000093538336,0.0017168625,0.00012268215],"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":[0.0015765798,0.0009125804,0.10346071,0.004544218,0.004794238,0.00047259458,0.39862922,0.0014819296,0.02024776,0.15050562,0.082987234,0.23038734],"study_design_scores_gemma":[0.008920062,0.002533107,0.0475794,0.0063058855,0.0010505718,0.19276775,0.015211331,0.021771451,0.012018281,0.0047210194,0.6830342,0.0040869387],"about_ca_topic_score_codex":0.00005374651,"about_ca_topic_score_gemma":0.00028248577,"teacher_disagreement_score":0.600047,"about_ca_system_score_codex":0.000060931794,"about_ca_system_score_gemma":0.0005684007,"threshold_uncertainty_score":0.74590087},"labels":[],"label_agreement":null}]}