{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":7,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":7,"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":"7efdd694f071","filters":{"venue":"Research Repository Universitas Islam Negeri Maulana Malik Ibrahim (University of Southampton)"}},"results":[{"id":"W2592491924","doi":"","title":"Faktor-Faktor Kinerja Green Terminal Hamid Rusdi Kota Malang","year":2015,"lang":"id","type":"article","venue":"Research Repository Universitas Islam Negeri Maulana Malik Ibrahim (University of Southampton)","topic":"Urban Transport Systems Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Universitas Kristen Petra; Universitas Sebelas Maret; Chalmers Tekniska Högskola; McGill University; Universitas Diponegoro; De La Salle University","keywords":"Humanities; Philosophy","authors":[{"name":"Agung Sedayu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04682722551976702,"gpt":0.2395703890517997,"spread":0.1927431635320327,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002862631,0.0007351825,0.0004384707,0.0005596,0.001452269,0.001583944,0.0004245358,0.0006983701,0.0242861],"category_scores_gemma":[0.0003553077,0.0003101155,0.0004626496,0.0006069162,0.0004645663,0.0006835486,0.001038451,0.0009067964,0.006002543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001206886,"about_ca_system_score_gemma":0.00172986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009738836,"about_ca_topic_score_gemma":0.01508607,"domain_scores_codex":[0.999679,0.00003510277,0.0000169592,0.00007350882,0.00009765576,0.00009791696],"domain_scores_gemma":[0.9996786,0.00003344208,0.00006255231,0.00003357969,0.0001092194,0.00008260055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002101294,0.0004390913,0.0774268,0.00265378,0.0001563936,0.004504935,0.00354153,0.001356871,0.6722116,0.01082857,0.0201735,0.2046056],"study_design_scores_gemma":[0.0001513684,0.001084775,0.2091791,0.0004369561,0.0003155334,0.004978585,0.008219143,0.002178618,0.2343005,0.00196138,0.537012,0.0001820474],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8564659,0.01022514,0.008596777,0.002774729,0.0006654293,0.000349456,0.004853269,0.0007994543,0.1152698],"genre_scores_gemma":[0.8327726,0.004433564,0.006198545,0.0004833869,0.00006702882,0.0001511925,0.003989209,0.0001082029,0.1517964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0242861,"threshold_uncertainty_score":0.08124506,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7042455237","doi":"","title":"Quarter life crisis dan toxic relationship pada mahasiswa: Studi kasus se-Jabodetabek Raya di Malang","year":2024,"lang":"id","type":"article","venue":"Research Repository Universitas Islam Negeri Maulana Malik Ibrahim (University of Southampton)","topic":"Student Stress and Coping","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Probability sampling; Environmental crisis","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.06600810576346691,"gpt":0.328107809825073,"spread":0.2620997040616061,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005552254,0.0002644831,0.0003666526,0.0007507073,0.00131805,0.001312785,0.0003253974,0.0003493174,0.004217883],"category_scores_gemma":[0.001037954,0.0003074674,0.0002605782,0.001057726,0.0004999981,0.0008749787,0.0009794716,0.0006573243,0.0003612047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009914648,"about_ca_system_score_gemma":0.001343991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01318618,"about_ca_topic_score_gemma":0.03304345,"domain_scores_codex":[0.9996592,0.0001169598,0.00003886609,0.00003615084,0.00005904798,0.00008991163],"domain_scores_gemma":[0.9995425,0.00013233,0.0001370494,0.00002159916,0.00006561625,0.0001009488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002509094,0.0004196292,0.9339116,0.000594883,0.0000875777,0.001392846,0.03610602,0.00007282596,0.0007583593,0.001047964,0.001417777,0.02393954],"study_design_scores_gemma":[0.0000117364,0.0002343155,0.9014014,0.0003053159,0.00007406377,0.0004595684,0.09191763,0.000132852,0.0002928299,0.0002456463,0.004908744,0.00001590752],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973272,0.0008653923,0.00004346918,0.0002510431,0.000009897389,0.00003265551,0.0001188605,0.000001401525,0.001350098],"genre_scores_gemma":[0.9967074,0.001148551,0.0000883872,0.0001006256,0.000007867113,0.000077656,0.0001360921,0.000001454079,0.001732005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01318618,"threshold_uncertainty_score":0.02621889,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7023380574","doi":"","title":"TEFL for beginners","year":2023,"lang":"en","type":"book","venue":"Research Repository Universitas Islam Negeri Maulana Malik Ibrahim (University of Southampton)","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Comprehension approach; Pragmatics; Language acquisition; Syntax; Second-language acquisition; Semantics (computer science); Second-language attrition; Language transfer; Developmental linguistics; Foreign language","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1010205801974982,"gpt":0.2764787387485756,"spread":0.1754581585510775,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007775623,0.001018542,0.0007035352,0.00129849,0.001323471,0.003769544,0.001296918,0.001822166,0.9159204],"category_scores_gemma":[0.002853366,0.000412534,0.0005057623,0.001091701,0.0004295427,0.003320518,0.004401609,0.001792717,0.8303192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009736625,"about_ca_system_score_gemma":0.001908105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002004424,"about_ca_topic_score_gemma":0.007915289,"domain_scores_codex":[0.9995055,0.00007907145,0.0000264204,0.0001277694,0.0001688593,0.00009233393],"domain_scores_gemma":[0.9985673,0.000167162,0.00003998493,0.0001406444,0.0003749855,0.0007098633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006030012,0.00004464395,0.0001661252,0.0001681105,0.000001936059,0.0001247642,0.0001579902,0.00004760207,0.0004231626,0.006110954,0.8768808,0.1158137],"study_design_scores_gemma":[0.000006356351,0.00001478904,0.0001973603,0.00008200083,9.654331e-7,0.00006817254,0.0001007491,0.00003213925,0.00009669174,0.001079172,0.9983171,0.000004548571],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001117182,0.001049128,0.00232159,0.003794361,0.002556552,0.0001773421,0.008783604,0.004830844,0.9753694],"genre_scores_gemma":[0.002990523,0.0004919445,0.00134005,0.001252431,0.0001586573,0.00009883363,0.003100759,0.001437159,0.9891295],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9159204,"threshold_uncertainty_score":0.1199293,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7023166266","doi":"","title":"Menyucikan jiwa","year":2020,"lang":"id","type":"other","venue":"Research Repository Universitas Islam Negeri Maulana Malik Ibrahim (University of Southampton)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Bin; Quarter (Canadian coin); Belief system; Worry","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04457451956813494,"gpt":0.2650854761037158,"spread":0.2205109565355809,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003449467,0.0006974316,0.0004194395,0.001026914,0.005819259,0.005778181,0.0005222191,0.001450774,0.2907549],"category_scores_gemma":[0.001184431,0.000377414,0.0002775857,0.001981725,0.0009568417,0.002564793,0.004668658,0.001663876,0.1319836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001913213,"about_ca_system_score_gemma":0.004549162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01511657,"about_ca_topic_score_gemma":0.03989902,"domain_scores_codex":[0.9996734,0.00003546565,0.00001458062,0.0000488778,0.00008301567,0.0001446926],"domain_scores_gemma":[0.9996093,0.00003438599,0.00002603931,0.0000565214,0.0001366674,0.0001370613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001686615,0.0001289193,0.006991191,0.0009305329,0.00001783258,0.001139204,0.007643468,0.00006738539,0.001534043,0.06980525,0.7087502,0.2028233],"study_design_scores_gemma":[0.00000248,0.000007320006,0.002490928,0.00009246946,0.000001724974,0.00006155817,0.0009491253,0.000008462398,0.000126795,0.0003513601,0.995905,0.000002784332],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01013856,0.002968021,0.0001950857,0.004241712,0.001227308,0.00009976047,0.001885859,0.0002752697,0.9789684],"genre_scores_gemma":[0.02026908,0.002189306,0.000182985,0.0006772148,0.00009283741,0.0001051895,0.0006432552,0.0001032624,0.975737],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2907549,"threshold_uncertainty_score":0.9726719,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7011428582","doi":"","title":"Manajemen layanan konseling untuk mencegah quarter life crisis di UIN Maulana Malik Ibrahim Malang","year":2023,"lang":"id","type":"article","venue":"Research Repository Universitas Islam Negeri Maulana Malik Ibrahim (University of Southampton)","topic":"Student Stress and Coping","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Qualitative research; Descriptive research; Life style","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.05387443372691347,"gpt":0.3145005431708672,"spread":0.2606261094439537,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007743709,0.0002728298,0.0002872337,0.0004508974,0.00264642,0.002675444,0.0003708903,0.0005728056,0.02903134],"category_scores_gemma":[0.001559481,0.0001797253,0.0002095532,0.0006387603,0.0009929432,0.0009859791,0.001942128,0.001106528,0.002251676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001880171,"about_ca_system_score_gemma":0.003311999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01361644,"about_ca_topic_score_gemma":0.02963439,"domain_scores_codex":[0.9995894,0.0001163321,0.0000218036,0.00003629201,0.00007771909,0.0001585425],"domain_scores_gemma":[0.9988833,0.0001702932,0.0001622473,0.00005653246,0.0002362345,0.0004912948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007802952,0.0007015396,0.4300174,0.001132971,0.0001314871,0.003943883,0.08917996,0.0004969889,0.007786394,0.01935694,0.09243582,0.3540363],"study_design_scores_gemma":[0.00004707617,0.0003875597,0.4974541,0.0006813076,0.00006580629,0.001471434,0.2211392,0.0004040236,0.002994188,0.004843655,0.2704214,0.00009023049],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8808431,0.004938019,0.0009161528,0.03205659,0.0005851091,0.0001057152,0.0008854572,0.0001008961,0.07956896],"genre_scores_gemma":[0.9559147,0.003140999,0.000533702,0.001139442,0.00007494406,0.00005872751,0.0002987986,0.00002333022,0.03881536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02903134,"threshold_uncertainty_score":0.09711951,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6995773697","doi":"","title":"Perkembangan metode riset dalam ilmu perpustakaan dan informasi","year":2017,"lang":"id","type":"other","venue":"Research Repository Universitas Islam Negeri Maulana Malik Ibrahim (University of Southampton)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Encana (Canada)","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Emperipolesis; Triacetin; Demotion","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04376112587359606,"gpt":0.2858733496648161,"spread":0.24211222379122,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0007039188,0.0004353381,0.0005107727,0.00196203,0.002746146,0.009259834,0.000540703,0.001182095,0.261213],"category_scores_gemma":[0.003208161,0.0002780225,0.000152108,0.003224709,0.001197291,0.003766712,0.002558033,0.001496528,0.1128886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00181135,"about_ca_system_score_gemma":0.005139024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004334446,"about_ca_topic_score_gemma":0.008103332,"domain_scores_codex":[0.9992961,0.0001040403,0.00004078904,0.0001017667,0.0003373687,0.0001200162],"domain_scores_gemma":[0.998648,0.0002997096,0.00008797634,0.0001902307,0.0005359394,0.0002381792],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002349766,0.0001161454,0.003113759,0.001298246,0.0000153507,0.0008004127,0.007891973,0.0001008094,0.001798953,0.06904192,0.5906657,0.3249219],"study_design_scores_gemma":[0.000003355254,0.000006619529,0.001009356,0.000143533,0.000003859554,0.0001728364,0.001312999,0.00002202391,0.0003492338,0.001181789,0.9957892,0.00000506912],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.01029064,0.004665463,0.000792901,0.006405555,0.001469366,0.00006828116,0.002647388,0.0005312628,0.9731292],"genre_scores_gemma":[0.05358658,0.005546497,0.001667138,0.0008751687,0.0002387361,0.0001174291,0.00185752,0.0003720387,0.935739],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9992961,"threshold_uncertainty_score":0.8738446,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7029854995","doi":"","title":"Kareakteristik nuhat Kufah dan Basrah","year":2008,"lang":"en","type":"other","venue":"Research Repository Universitas Islam Negeri Maulana Malik Ibrahim (University of Southampton)","topic":"Arabic Language Education Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Position (finance); Set (abstract data type); Period (music); Population; Quarter (Canadian coin)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04946377073163272,"gpt":0.3171994446805251,"spread":0.2677356739488924,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005281578,0.0006249695,0.000352694,0.001099665,0.004108253,0.003977299,0.0003819648,0.0007347672,0.04156199],"category_scores_gemma":[0.00106648,0.0001383645,0.000161475,0.002219549,0.00133665,0.001713792,0.001266206,0.0009403407,0.008647868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001967382,"about_ca_system_score_gemma":0.004279994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005357614,"about_ca_topic_score_gemma":0.01126046,"domain_scores_codex":[0.9996959,0.0000674352,0.00001898942,0.0000376644,0.0001168295,0.00006332101],"domain_scores_gemma":[0.999594,0.0001016436,0.00005507157,0.0000471533,0.0001447175,0.00005749126],"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":[0.0001904911,0.0002780596,0.01134469,0.00176756,0.00004435722,0.001909715,0.02378711,0.0002386046,0.003670163,0.1861328,0.1365221,0.6341144],"study_design_scores_gemma":[0.00001517174,0.00005624049,0.01735657,0.0006148256,0.00002540556,0.001290823,0.02505921,0.0001803568,0.002030714,0.009232412,0.9441166,0.00002152866],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1016831,0.01904888,0.001665059,0.01341593,0.002193859,0.0001268585,0.0007372794,0.0003533625,0.8607756],"genre_scores_gemma":[0.669732,0.02572489,0.004061948,0.00153967,0.0008012248,0.0002106773,0.0007877779,0.0001261595,0.2970157],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04156199,"threshold_uncertainty_score":0.1390387,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}