{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":14,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":14,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"c4a553219a66","filters":{"venue":"Bridge"}},"results":[{"id":"W4401465316","doi":"10.62951/bridge.v2i3.169","title":"Klasifikasi Tingkat Minat Belanja Online Melalui Media Sosial pada Masyarakat di Kota Binjai Meggunakan Algoritma K-Means","year":2024,"lang":"en","type":"article","venue":"Bridge","topic":"Data Mining and Machine Learning Applications","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Social media; Cluster analysis; Advertising; Computer science; Psychology; Business; Artificial intelligence; World Wide Web","authors":[{"name":"Dhea Agustina Akmal","is_ca":true},{"name":"Relita Buaton","is_ca":true},{"name":"Anton Sihombing","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02198607431905322,"gpt":0.283528820768833,"spread":0.2615427464497798,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001122243,0.001253359,0.001212398,0.001963153,0.001278601,0.003834825,0.001001917,0.0008570809,0.01088646],"category_scores_gemma":[0.003240365,0.0004743492,0.001544664,0.002060731,0.0007757727,0.002626562,0.00115971,0.001365428,0.004699723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009351523,"about_ca_system_score_gemma":0.001359589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008406027,"about_ca_topic_score_gemma":0.01023769,"domain_scores_codex":[0.9991775,0.0001194108,0.00007995454,0.0002382181,0.0002719926,0.0001128207],"domain_scores_gemma":[0.9990178,0.0003977165,0.00009009505,0.0001044782,0.0003516903,0.00003814068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007796802,0.0002996607,0.011604,0.0006542711,0.0002753428,0.0003675415,0.0009922161,0.0364993,0.02011531,0.00836513,0.007872765,0.9121748],"study_design_scores_gemma":[0.0001308245,0.0006869012,0.04762606,0.0004399317,0.0007233946,0.002746051,0.004301858,0.7684003,0.05978139,0.03254256,0.0821804,0.0004403683],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.230145,0.003458269,0.7373985,0.001635951,0.000667325,0.0003346356,0.001526798,0.003673471,0.02116],"genre_scores_gemma":[0.5782251,0.003341538,0.3914594,0.0003190968,0.0002237001,0.000393933,0.002434601,0.0006500839,0.02295253],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01088646,"threshold_uncertainty_score":0.03641886,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402380023","doi":"10.62951/bridge.v2i4.219","title":"Jaringan Saraf Tiruan (JST) Memprediksi Penyakit Rubella Menggunakan Metode Backpropagation","year":2024,"lang":"en","type":"article","venue":"Bridge","topic":"Computer Science and Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Mathematics","authors":[{"name":"Arif Pratama Putra","is_ca":true},{"name":"Suci Ramadani","is_ca":true},{"name":"Darjat Saripurna","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01760190219134462,"gpt":0.2411600868875957,"spread":0.2235581846962511,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004066638,0.0006417673,0.0004912555,0.0003183366,0.0003537251,0.0008328013,0.0005169417,0.0006955197,0.004644115],"category_scores_gemma":[0.001081653,0.0001599996,0.0004011103,0.0002602641,0.0002494065,0.0006944156,0.0005029071,0.0009472932,0.002061656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003458073,"about_ca_system_score_gemma":0.0006624275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004433243,"about_ca_topic_score_gemma":0.003061532,"domain_scores_codex":[0.9998178,0.00003341651,0.00001541895,0.00004824268,0.00005965659,0.00002545348],"domain_scores_gemma":[0.9997008,0.0000986998,0.00002235766,0.00001708206,0.0001454515,0.00001552544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003259786,0.0001400589,0.002213573,0.0003645938,0.00008760102,0.0003965255,0.0002208884,0.06209277,0.03125782,0.005406576,0.01085615,0.8866375],"study_design_scores_gemma":[0.00005711527,0.0002583904,0.003014092,0.0001381942,0.00009551835,0.0009305627,0.000202183,0.9118904,0.04291477,0.005383234,0.03504574,0.00006990565],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1655094,0.01347091,0.7740338,0.004321322,0.00159808,0.000160934,0.0003799851,0.005983665,0.03454199],"genre_scores_gemma":[0.6875862,0.007119251,0.250098,0.0007808915,0.0003114174,0.0001545134,0.0007858581,0.0004446295,0.05271925],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004644115,"threshold_uncertainty_score":0.01553613,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404578732","doi":"10.62951/bridge.v2i4.256","title":"Korelasi Permasalahan Kulit Wajah terhadap Jenis Produk yang Digunakan Menggunakan Metode Apriori","year":2024,"lang":"en","type":"article","venue":"Bridge","topic":"Management and Optimization Techniques","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Environmental science","authors":[{"name":"Mairani Mairani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01986289586742465,"gpt":0.2392651986955865,"spread":0.2194023028281618,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002404384,0.001517569,0.001212818,0.001869311,0.0008209336,0.004451944,0.000916085,0.0005910275,0.0103813],"category_scores_gemma":[0.003385852,0.0005253457,0.001062194,0.002421241,0.000771965,0.003600158,0.001423766,0.001486709,0.003817233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008135035,"about_ca_system_score_gemma":0.001550535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002305891,"about_ca_topic_score_gemma":0.002541393,"domain_scores_codex":[0.9987244,0.0002858599,0.0001080793,0.0002543555,0.0005259147,0.0001013562],"domain_scores_gemma":[0.9983296,0.0008437128,0.0001298176,0.0001305312,0.0005257328,0.00004052818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008404054,0.0002891718,0.007360472,0.001477194,0.0002298848,0.0009059335,0.001589816,0.02019864,0.02173502,0.0225022,0.003837253,0.919034],"study_design_scores_gemma":[0.0003117152,0.003164037,0.03814257,0.001261347,0.001357652,0.007995144,0.009817651,0.4558604,0.178336,0.1277791,0.1753323,0.0006421256],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2509787,0.0129667,0.6656501,0.00174592,0.0003975352,0.0004089735,0.00161437,0.002839817,0.0633979],"genre_scores_gemma":[0.5661286,0.0082299,0.3969561,0.0002139399,0.0001079615,0.0002931396,0.00168551,0.0005199838,0.02586499],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0103813,"threshold_uncertainty_score":0.03472894,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402380092","doi":"10.62951/bridge.v2i4.199","title":"Pengelompokan Data Kasus Keracunan Makanan Biologis Berdasarkan Faktor Penyebab Menggunakan Metode Clustering","year":2024,"lang":"en","type":"article","venue":"Bridge","topic":"Data Mining and Machine Learning Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Cluster analysis; Mathematics; Computer science; Statistics","authors":[{"name":"Dwi Astuti","is_ca":true},{"name":"Relita Buaton","is_ca":true},{"name":"Magdalena Simanjuntak","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.084808803073497,"gpt":0.3475543587852378,"spread":0.2627455557117407,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007075405,0.0007595855,0.0007579557,0.002641751,0.0006966777,0.001715814,0.000595407,0.0006054781,0.004649563],"category_scores_gemma":[0.001732058,0.0002681607,0.0005990969,0.003061785,0.0002729722,0.001217079,0.0006882695,0.0005185609,0.001996516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006717287,"about_ca_system_score_gemma":0.0009080954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009101777,"about_ca_topic_score_gemma":0.008823115,"domain_scores_codex":[0.9992567,0.00008180161,0.00009740889,0.0002036379,0.0002873861,0.00007305133],"domain_scores_gemma":[0.9990601,0.0002729938,0.00007228919,0.00009565243,0.0004567994,0.00004217235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001261659,0.0003206525,0.04890698,0.001481826,0.0002557182,0.0012403,0.00138531,0.0242964,0.02058807,0.003265005,0.02428704,0.8727111],"study_design_scores_gemma":[0.0001574402,0.0005816342,0.2728564,0.0006917136,0.0005047161,0.00433365,0.01060629,0.4024422,0.09292901,0.01402669,0.2003681,0.0005021513],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7341382,0.00768363,0.1776733,0.002376638,0.0009381225,0.0005180417,0.02862559,0.005672184,0.04237434],"genre_scores_gemma":[0.8063027,0.003235452,0.1416486,0.0001456989,0.0001157691,0.0003585411,0.03172426,0.0003842497,0.01608468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009101777,"threshold_uncertainty_score":0.01809758,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416631721","doi":"10.62951/bridge.v3i4.685","title":"Implementasi Sistem Temu Balik Informasi Data Cryptocurrency Berbasis Atribut Menggunakan Vector Space Model (VSM)","year":2025,"lang":"","type":"article","venue":"Bridge","topic":"Data Mining and Machine Learning Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Vector space model; Cosine similarity; Weighting; Cryptocurrency; Preprocessor; Consistency (knowledge bases); Information system; Similarity (geometry); Data retrieval","authors":[{"name":"Muhammad Ibnu Rayyan","is_ca":true},{"name":"Suci Pratiwi","is_ca":true},{"name":"Sofy Ertika Dewi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06077041168444132,"gpt":0.3555866888063148,"spread":0.2948162771218735,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001034984,0.0004857733,0.0005543719,0.0008162098,0.000376698,0.002409038,0.0006062748,0.000487374,0.003131111],"category_scores_gemma":[0.001994354,0.0001695591,0.0005565292,0.0009470761,0.0003307295,0.002063599,0.0007253312,0.0005578891,0.001208057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007152512,"about_ca_system_score_gemma":0.0009389794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004528434,"about_ca_topic_score_gemma":0.002427566,"domain_scores_codex":[0.9993311,0.0001958094,0.00006519908,0.0001260988,0.0002358007,0.00004612738],"domain_scores_gemma":[0.9995151,0.000162507,0.00003979721,0.00008847529,0.0001738621,0.00002037279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006601032,0.0003904203,0.009136788,0.0007428234,0.0001927896,0.0003327089,0.0004393061,0.1965641,0.02559067,0.06054698,0.007612868,0.6977904],"study_design_scores_gemma":[0.00003767404,0.0002345562,0.001474815,0.00003767663,0.00004846558,0.0001886037,0.0001659368,0.9651024,0.01178258,0.009266629,0.01162871,0.00003202774],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1152292,0.001304227,0.8626539,0.0006811672,0.0001552756,0.0003345736,0.0006135883,0.004801403,0.01422654],"genre_scores_gemma":[0.7559988,0.0008547667,0.2347234,0.0001196085,0.00004538188,0.0001839553,0.001269395,0.00009210647,0.006712552],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004528434,"threshold_uncertainty_score":0.01047462,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402380046","doi":"10.62951/bridge.v2i4.200","title":"Penerapan Algoritma Apriori Mengetahui Pola Tindakan Kriminal Berdasarkan Wilayah ( Studi Kasus : Polsek Sunggal)","year":2024,"lang":"en","type":"article","venue":"Bridge","topic":"Data Mining and Machine Learning Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Computer science","authors":[{"name":"Dila Aulia Putri","is_ca":true},{"name":"Yani Maulita","is_ca":true},{"name":"Hermansyah Sembiring","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02093933713468355,"gpt":0.297167069792211,"spread":0.2762277326575274,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006037344,0.0005651666,0.0003796101,0.0007765187,0.001088734,0.003006465,0.0004206458,0.0004039894,0.02312275],"category_scores_gemma":[0.0008254966,0.0002694987,0.0003082184,0.00105726,0.0005201299,0.001544141,0.0009789052,0.000810519,0.005282972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006394802,"about_ca_system_score_gemma":0.001427392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001751113,"about_ca_topic_score_gemma":0.002584197,"domain_scores_codex":[0.9996821,0.00008067732,0.00003451512,0.00007455884,0.00008564802,0.00004251789],"domain_scores_gemma":[0.9997904,0.0000643993,0.00002663692,0.00001691626,0.00008018843,0.00002158456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005336931,0.0004524639,0.01182179,0.002043705,0.00008336904,0.001608036,0.00804818,0.001845167,0.01000468,0.04625224,0.02800081,0.8893059],"study_design_scores_gemma":[0.00007672511,0.0005770826,0.03937989,0.001027178,0.0001889165,0.002656989,0.01300653,0.003877423,0.01163647,0.01414308,0.913331,0.00009877607],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4059282,0.04452547,0.04653024,0.006514606,0.002797617,0.0007912759,0.001691635,0.00110392,0.4901169],"genre_scores_gemma":[0.7094933,0.0301702,0.08025566,0.0004943893,0.0004308996,0.000452174,0.001633366,0.0004074333,0.1766626],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02312275,"threshold_uncertainty_score":0.07735336,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402380241","doi":"10.62951/bridge.v2i4.198","title":"Sistem Pakar Mendiagnosa Penyakit Pada Gangguan Pernafasan Menggunakan Metode Naïve Bayes","year":2024,"lang":"en","type":"article","venue":"Bridge","topic":"Computer Science and Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Medicine; Computer science","authors":[{"name":"Fresti Anjeli","is_ca":true},{"name":"Yani Maulita","is_ca":true},{"name":"Husnul Khair","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01695640061523706,"gpt":0.2435049371895887,"spread":0.2265485365743516,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002252956,0.001462918,0.002326062,0.001227499,0.0009970189,0.002946908,0.001630249,0.001700474,0.01314894],"category_scores_gemma":[0.006856134,0.0006868234,0.001312284,0.0009157721,0.0006274533,0.002478197,0.001188257,0.002093456,0.006141048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009342934,"about_ca_system_score_gemma":0.001862398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00813099,"about_ca_topic_score_gemma":0.006835437,"domain_scores_codex":[0.9985332,0.0004993951,0.0001386945,0.0004306854,0.0002345952,0.0001633831],"domain_scores_gemma":[0.9972641,0.001911584,0.0001263586,0.0001317192,0.0005037457,0.00006246589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001538288,0.000347697,0.005780553,0.001261487,0.0004700042,0.0007948632,0.0002897884,0.1390591,0.003320239,0.02536624,0.03114625,0.7906255],"study_design_scores_gemma":[0.0001334039,0.0001629446,0.001361236,0.0003004126,0.0001680171,0.0006512107,0.0001507746,0.9339567,0.002223591,0.04718465,0.01364506,0.00006202345],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.05101646,0.01592645,0.8940632,0.004333514,0.001419683,0.0005286351,0.003990783,0.006258584,0.02246262],"genre_scores_gemma":[0.4980727,0.006881371,0.448422,0.001589385,0.001137383,0.0007864503,0.009201265,0.000843339,0.03306619],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.01314894,"threshold_uncertainty_score":0.04398757,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401465390","doi":"10.62951/bridge.v2i3.105","title":"Sistem Pakar Diagnosa Penyakit Flutd (Gangguan Saluran Kemih) Pada Kucing Menggunakan Metode Case Based Reasoning","year":2024,"lang":"en","type":"article","venue":"Bridge","topic":"Edcuational Technology Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Medicine; Computer science","authors":[{"name":"Kiki Adilianti","is_ca":true},{"name":"Novriyenni Novriyenni","is_ca":true},{"name":"Hermansyah Sembiring","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02441994778801985,"gpt":0.2763802757159108,"spread":0.2519603279278909,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001253286,0.0009556249,0.0005023681,0.002235868,0.0006948691,0.003031769,0.001145798,0.0008565945,0.01637274],"category_scores_gemma":[0.002942608,0.0003881662,0.0009849552,0.001169702,0.0005432056,0.002450986,0.001465737,0.0006866297,0.003576377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009289539,"about_ca_system_score_gemma":0.00176787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004057996,"about_ca_topic_score_gemma":0.005250188,"domain_scores_codex":[0.999067,0.0002015139,0.0001666906,0.0002335154,0.0002569262,0.00007440858],"domain_scores_gemma":[0.9989468,0.0005489865,0.00009809939,0.00008755465,0.0002686892,0.00004983188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006347733,0.0006282394,0.01762684,0.003122615,0.0002594552,0.01022205,0.001896131,0.0220681,0.01382443,0.04111654,0.04219029,0.8464105],"study_design_scores_gemma":[0.0003864026,0.0003889175,0.0174433,0.002420638,0.0008161984,0.01796116,0.005584916,0.3038517,0.02940196,0.1357087,0.4858404,0.0001957385],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1378818,0.01153766,0.6460099,0.005398124,0.0006107871,0.002000299,0.01450684,0.01416797,0.1678867],"genre_scores_gemma":[0.4032967,0.0044393,0.5533597,0.0005027034,0.00008867371,0.0004809426,0.01381062,0.0004328114,0.02358853],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01637274,"threshold_uncertainty_score":0.05477226,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404578716","doi":"10.62951/bridge.v2i4.223","title":"Penerapan Metode Waspas dalam Pengambilan Keputusan Rekrutmen Anggota KPPS Pemilu","year":2024,"lang":"en","type":"article","venue":"Bridge","topic":"Indonesian Election Politics and Participation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Political science; Humanities; Physics; Art","authors":[{"name":"Agung Aulia Tama","is_ca":true},{"name":"Marto Sihombing","is_ca":true},{"name":"Anton Sihombing","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06222147366410508,"gpt":0.3897519319098798,"spread":0.3275304582457747,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004333114,0.0003783588,0.0003555293,0.0004841965,0.001672701,0.002056939,0.0003682274,0.0003947594,0.02067942],"category_scores_gemma":[0.0005521588,0.0002407698,0.0002350054,0.0008231351,0.0004059143,0.001123925,0.0009693995,0.001051576,0.003041249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007818625,"about_ca_system_score_gemma":0.001674708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001474785,"about_ca_topic_score_gemma":0.005264012,"domain_scores_codex":[0.9997415,0.00005484508,0.0000229789,0.0000483011,0.00007431771,0.00005803937],"domain_scores_gemma":[0.9997624,0.00005760082,0.00004016931,0.00001842631,0.00006595627,0.00005555405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001223991,0.001136445,0.05454062,0.002479417,0.00008732493,0.005938679,0.01573072,0.002264512,0.02194105,0.04351599,0.03449601,0.8166452],"study_design_scores_gemma":[0.00008348131,0.0007000318,0.118649,0.0008148305,0.0001557111,0.003801235,0.02791396,0.004227316,0.01701654,0.006844655,0.8196837,0.0001096123],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5825384,0.003989503,0.008725201,0.002590665,0.0006571834,0.000369596,0.0008275295,0.0003869034,0.3999151],"genre_scores_gemma":[0.874146,0.002329357,0.01059368,0.0003163455,0.00005273803,0.000201974,0.0004622461,0.00010045,0.1117973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02067942,"threshold_uncertainty_score":0.06917953,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402380079","doi":"10.62951/bridge.v2i4.214","title":"Jaringan Saraf Tiruan (JST) Memprediksi Penjualan UMKM Kota Binjai dengan menggunakan Metode Backpropagation","year":2024,"lang":"en","type":"article","venue":"Bridge","topic":"Data Mining and Machine Learning Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Mathematics","authors":[{"name":"Sherly Eka Wahyuni","is_ca":true},{"name":"Relita Buaton","is_ca":true},{"name":"Suci Ramadani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02054582069299955,"gpt":0.2887313858410391,"spread":0.2681855651480395,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008982492,0.0007193571,0.0007373843,0.0006515852,0.0006830062,0.001955778,0.0008529031,0.001143713,0.01475789],"category_scores_gemma":[0.002313369,0.0002420405,0.0005225828,0.0007258505,0.0004409113,0.001574552,0.0009999722,0.001539319,0.007400341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005226738,"about_ca_system_score_gemma":0.001196654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004561567,"about_ca_topic_score_gemma":0.003880432,"domain_scores_codex":[0.9996183,0.00006291983,0.00003315205,0.0001157984,0.0001277293,0.00004205233],"domain_scores_gemma":[0.9992988,0.0001793552,0.00004348974,0.00006003667,0.0003672263,0.00005097847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002740523,0.0001056072,0.00149378,0.0004392138,0.00006867747,0.0004688507,0.0003643424,0.02054485,0.01190222,0.01190545,0.03642965,0.9160033],"study_design_scores_gemma":[0.00009680056,0.000286136,0.005492808,0.0005115067,0.0001973387,0.002381666,0.0007472285,0.5914874,0.0503309,0.02224614,0.3259953,0.0002268322],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0863127,0.02677916,0.7473484,0.01398621,0.006810363,0.0003002825,0.001096861,0.01025152,0.1071146],"genre_scores_gemma":[0.4609513,0.01890398,0.3248556,0.001717915,0.00142018,0.0002889557,0.002075546,0.001187111,0.1885993],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01475789,"threshold_uncertainty_score":0.04936999,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404578735","doi":"10.62951/bridge.v2i4.251","title":"Jaringan Syaraf Tiruan Memprediksi Penyakit Gerd menggunakan Metode Backpropagation","year":2024,"lang":"en","type":"article","venue":"Bridge","topic":"Computer Science and Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Backpropagation; GERD; Computer science; Artificial intelligence; Medicine; Artificial neural network; Internal medicine; Reflux; Disease","authors":[{"name":"Diaz Kuncoro","is_ca":true},{"name":"Akim Manaor Hara Pardede","is_ca":true},{"name":"Siswan Syahputra","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01812814668061988,"gpt":0.2424234316453074,"spread":0.2242952849646875,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005662968,0.001011685,0.0007482622,0.0003824408,0.0004650279,0.001166712,0.0007005072,0.0009983425,0.004749818],"category_scores_gemma":[0.001447201,0.0002616761,0.0005249317,0.0003920986,0.0004402798,0.001311852,0.000581697,0.001199735,0.001637431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004401898,"about_ca_system_score_gemma":0.0009006916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004919858,"about_ca_topic_score_gemma":0.003647233,"domain_scores_codex":[0.9997248,0.00005318427,0.00002802611,0.00006889103,0.00008732693,0.00003775467],"domain_scores_gemma":[0.9996122,0.0001612568,0.0000226164,0.00002051793,0.0001724413,0.00001104922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004274253,0.0001971815,0.002180785,0.000568117,0.0001786746,0.0005403591,0.0002433669,0.139136,0.02122609,0.01099467,0.007995995,0.8163114],"study_design_scores_gemma":[0.00004318398,0.0001821076,0.00159476,0.0001121073,0.00007787816,0.0005283567,0.0001131404,0.9636262,0.01539403,0.005267103,0.01301207,0.00004903963],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.127986,0.01360662,0.821248,0.002525997,0.001263595,0.0001538946,0.0002777934,0.002455927,0.03048212],"genre_scores_gemma":[0.7768393,0.007812467,0.1752885,0.0005428611,0.0002516966,0.0001773547,0.0005076006,0.0002772544,0.03830283],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004919858,"threshold_uncertainty_score":0.0158897,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402380081","doi":"10.62951/bridge.v2i4.218","title":"Korelasi Antara Karakteristik TKI dengan Jenis Pekerjaan Menggunakan Metode Apriori","year":2024,"lang":"en","type":"article","venue":"Bridge","topic":"Decision Support System Applications","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Computer science","authors":[{"name":"Elfira Iriani","is_ca":true},{"name":"I Gusti Prahmana","is_ca":true},{"name":"Yani Maulita","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03280407670968961,"gpt":0.2733820820153374,"spread":0.2405780053056478,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006135248,0.002172196,0.00130759,0.003518685,0.0006472715,0.004063336,0.001043176,0.0005108149,0.008245072],"category_scores_gemma":[0.01298844,0.0005308102,0.001663815,0.002894406,0.0007366953,0.002757695,0.001329623,0.001474915,0.002289425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004926576,"about_ca_system_score_gemma":0.001273782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001420515,"about_ca_topic_score_gemma":0.001481802,"domain_scores_codex":[0.9965355,0.00126177,0.0004747259,0.0007979315,0.0007321501,0.0001978576],"domain_scores_gemma":[0.9903491,0.007526389,0.0006303646,0.000446266,0.0009367912,0.0001111627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002294541,0.0006132246,0.09082881,0.002931567,0.001282636,0.001704059,0.002677465,0.04895715,0.0240452,0.0150906,0.003187087,0.8063877],"study_design_scores_gemma":[0.0002239275,0.002943042,0.1042314,0.001244252,0.001415968,0.008128089,0.008729582,0.7122694,0.04657254,0.08340672,0.03039904,0.0004360353],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4329428,0.004241908,0.5418358,0.0008252162,0.0001557676,0.0003206628,0.003058346,0.00158185,0.01503757],"genre_scores_gemma":[0.7691302,0.001604507,0.2229313,0.00007036461,0.00005265801,0.0003718408,0.002542888,0.0001703244,0.003126037],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008245072,"threshold_uncertainty_score":0.03244662,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2595670260","doi":"","title":"The symbiosis of science and technological innovation","year":2016,"lang":"en","type":"article","venue":"Bridge","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Symbiosis; Business; Biology","authors":[{"name":"Jonathan D. Linton","is_ca":true},{"name":"D.S. Van den Berg","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0297835650861345,"gpt":0.2228164817378438,"spread":0.1930329166517093,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005630346,0.0006557885,0.0006243557,0.002738257,0.003086016,0.01244727,0.001555994,0.007118249,0.01839825],"category_scores_gemma":[0.01370147,0.0004471675,0.0006147528,0.003104231,0.01463855,0.02309846,0.007865193,0.003973113,0.001186219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004530816,"about_ca_system_score_gemma":0.004468423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00176846,"about_ca_topic_score_gemma":0.001479688,"domain_scores_codex":[0.9955075,0.002839964,0.0001032122,0.000379679,0.0008123509,0.0003573306],"domain_scores_gemma":[0.9892507,0.006880831,0.001014267,0.001105009,0.0006623205,0.001086968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000007598982,0.00001348782,0.0001123111,0.0000114541,0.00000353801,0.00001389204,0.0002508609,0.000381156,0.00003148997,0.9967746,0.0003928697,0.002006652],"study_design_scores_gemma":[0.00001677703,0.00002244975,0.000204548,0.00003086684,0.000004714859,0.00002797329,0.0004302556,0.00235202,0.00004469995,0.9894673,0.007392181,0.000006236026],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1087712,0.004111682,0.09990931,0.05212872,0.0005887636,0.0001076185,0.00007556569,0.0002230071,0.7340842],"genre_scores_gemma":[0.9802289,0.001384968,0.00522843,0.0006607536,0.0002201952,0.00009459511,0.00001780452,0.00003068782,0.01213373],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.996914,"threshold_uncertainty_score":0.06154829,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404578729","doi":"10.62951/bridge.v2i4.249","title":"Prediksi Pengaruh Kegiatan MBKM terhadap Mahasiswa menggunakan Metode K-Nearest Neighbor","year":2024,"lang":"en","type":"article","venue":"Bridge","topic":"Data Mining and Machine Learning Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Computer science","authors":[{"name":"Farida Hanum","is_ca":true},{"name":"Yani Maulita","is_ca":true},{"name":"I Gusti Prahmana","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02010417519584809,"gpt":0.2862554780101067,"spread":0.2661513028142586,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005695001,0.0006710034,0.0007657558,0.0008560907,0.0006745147,0.001480414,0.0006734857,0.0005152264,0.004162143],"category_scores_gemma":[0.001872762,0.0003233209,0.0005445165,0.001034567,0.0003015544,0.001787981,0.0007745062,0.0007495939,0.001405291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003571531,"about_ca_system_score_gemma":0.0008917778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004804937,"about_ca_topic_score_gemma":0.005309057,"domain_scores_codex":[0.9994923,0.00009387864,0.00004994523,0.0001494375,0.0001591031,0.00005535487],"domain_scores_gemma":[0.9994936,0.0002009587,0.0000406453,0.00004227587,0.0001980868,0.00002434789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000448524,0.000280717,0.01344996,0.0008544262,0.0001062522,0.0004425022,0.0007359168,0.051484,0.01305243,0.009447589,0.004509131,0.9051886],"study_design_scores_gemma":[0.00008321687,0.000629805,0.02073288,0.0004253398,0.0002461431,0.002115246,0.002923094,0.8795962,0.03162679,0.02215436,0.03926259,0.0002042791],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4131367,0.00822337,0.5512924,0.000943714,0.0005131236,0.0002013033,0.001321928,0.001624233,0.02274326],"genre_scores_gemma":[0.7742047,0.002981485,0.2103361,0.00008416358,0.00006622495,0.000161281,0.001360076,0.0001962832,0.01060966],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004804937,"threshold_uncertainty_score":0.0139237,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}