{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":42,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":42,"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":"165f7e62fa30","filters":{"venue":"Ulster University Research Portal (Ulster University)"}},"results":[{"id":"W2963449384","doi":"10.1109/rws.2012.6175359","title":"Adaptive Bit Allocation for OFDM Cognitive Radio Systems with Imperfect Channel Estimation","year":2012,"lang":"en","type":"article","venue":"Ulster University Research Portal (Ulster University)","topic":"Advanced Wireless Communication Techniques","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Communications Research Centre Canada; Memorial University of Newfoundland","funders":"","keywords":"Orthogonal frequency-division multiplexing; Computer science; Cognitive radio; Fading; Narrowband; Spectral efficiency; Channel (broadcasting); Throughput; Electronic engineering; Interference (communication); Bit error rate; Wireless; Channel allocation schemes; Computer network; Telecommunications; Engineering","authors":[{"name":"Mohamed Marey","is_ca":true},{"name":"Octavia A. Dobre","is_ca":true},{"name":"Kareem E. Baddour","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0442496919286264,"gpt":0.2731185487966269,"spread":0.2288688568680005,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004622221,0.0002568996,0.0002782794,0.0008727917,0.0004374039,0.00005022096,0.000531535,0.0001822031,0.0000274285],"category_scores_gemma":[0.00003110042,0.0002974904,0.00008900995,0.0009968024,0.0002782199,0.002039723,0.0001958356,0.0004428049,0.00003135265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005100897,"about_ca_system_score_gemma":0.00008206328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008988421,"about_ca_topic_score_gemma":0.0000701767,"domain_scores_codex":[0.9981678,0.0002505834,0.0001553024,0.0003243612,0.0004128366,0.0006891862],"domain_scores_gemma":[0.998197,0.0003675398,0.00009087626,0.0004537266,0.0006065426,0.0002843095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.02445872,0.006021733,0.05073423,0.008673803,0.0124124,0.002322891,0.09077402,0.2233353,0.02593624,0.3888413,0.04708981,0.1193996],"study_design_scores_gemma":[0.01795058,0.004489682,0.01021548,0.003248177,0.001087943,0.0002725104,0.1652616,0.6528851,0.03612057,0.000501288,0.1021798,0.00578725],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1122201,0.0002501969,0.8508931,0.00009074829,0.000173211,0.002687069,0.0002162427,0.0009375738,0.03253176],"genre_scores_gemma":[0.9934717,0.0001484676,0.002779182,0.000006977955,0.00005844498,0.000007177141,0.0001709996,0.00005146593,0.003305614],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8812515,"threshold_uncertainty_score":0.9999477,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W117990326","doi":"","title":"ICT – Integrating Computers in Teaching: Creating a Computer-Based Language-Learning Environment","year":2004,"lang":"en","type":"book","venue":"Ulster University Research Portal (Ulster University)","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Computer science; Language acquisition; Value (mathematics); Information and Communications Technology; Set (abstract data type); Learning environment; Knowledge management; Mathematics education; Multimedia; World Wide Web; Psychology","authors":[{"name":"David L. Barr","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03344377225969053,"gpt":0.2453226682009382,"spread":0.2118788959412477,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001520064,0.0006707673,0.0007999084,0.003001196,0.002124707,0.0004713452,0.00125913,0.0004142319,0.001818355],"category_scores_gemma":[0.00006306714,0.0007980745,0.0004243571,0.0001842634,0.0009033275,0.0006923741,0.0009332879,0.00613824,0.0001844609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00275927,"about_ca_system_score_gemma":0.001097406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002496724,"about_ca_topic_score_gemma":0.002144911,"domain_scores_codex":[0.9945735,0.001614292,0.0004154427,0.00118628,0.001075016,0.001135416],"domain_scores_gemma":[0.9977047,0.0008037375,0.0003963342,0.0005842195,0.000148307,0.0003626358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009101007,0.001479071,0.006109812,0.001715078,0.001180711,0.03906421,0.5235364,0.01803085,0.00007174809,0.3559333,0.0179406,0.03402803],"study_design_scores_gemma":[0.002248576,0.0007121763,0.00006285201,0.00249712,0.00009959324,0.00001381484,0.0707679,0.003515352,0.000003003691,0.00009835507,0.9189565,0.001024741],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01605905,0.00006031176,0.002412006,0.0002013931,0.00028663,0.0006463523,0.00006434221,0.0003326986,0.9799372],"genre_scores_gemma":[0.1311693,0.00001822364,0.001847835,0.00009228249,0.0006599037,4.700925e-7,0.0005464955,0.0001130427,0.8655524],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9010159,"threshold_uncertainty_score":0.999447,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W44244910","doi":"","title":"National Cooperative Highway Research Program, NCHRP Synthesis 463, Pavement Patching Practices - A Synthesis of Highway Practice","year":2014,"lang":"en","type":"article","venue":"Ulster University Research Portal (Ulster University)","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Federal Highway Administration; Texas Department of Transportation; Minnesota Department of Transportation; California Department of Transportation; Australian Government; U.S. Department of Transportation","keywords":"State highway; Highway maintenance; Transport engineering; Highway system; Road surface; Highway engineering; Engineering; State (computer science); Asphalt; Control (management); Best practice; Road construction; Civil engineering; Forensic engineering; Political science; Geography; Computer science; Archaeology","authors":[{"name":"RS McDaniel","is_ca":false},{"name":"Jan Olek","is_ca":false},{"name":"B. Magee","is_ca":false},{"name":"Ali Behnood","is_ca":false},{"name":"Richard L. Pollock","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07908393622834463,"gpt":0.3475637387530586,"spread":0.268479802524714,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006745216,0.0003569917,0.0004548429,0.002317226,0.0009170243,0.0001798075,0.001127294,0.0002680958,0.0006474815],"category_scores_gemma":[0.002288839,0.0004113019,0.0001574863,0.002464284,0.0006009548,0.003644326,0.0006376759,0.001164951,0.0002068971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001004978,"about_ca_system_score_gemma":0.0006240309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00038297,"about_ca_topic_score_gemma":0.0003885614,"domain_scores_codex":[0.9920807,0.002496888,0.0004225121,0.0007627283,0.003179626,0.0010575],"domain_scores_gemma":[0.9912657,0.004401752,0.0003623847,0.0006330552,0.002985728,0.0003514333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01160469,0.01790578,0.05346263,0.01084752,0.01599936,0.006008255,0.04780495,0.06393881,0.09516286,0.2938858,0.1469685,0.2364109],"study_design_scores_gemma":[0.003318707,0.001683515,0.004972898,0.001129996,0.0005073316,0.00003422284,0.05043045,0.07840479,0.04486982,0.0001737844,0.8127859,0.001688606],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4833464,0.00007151585,0.002793683,0.001882862,0.0004153537,0.003054975,0.0002161296,0.0006902881,0.5075288],"genre_scores_gemma":[0.9928185,0.0002262884,0.002386867,0.00002378574,0.0001487321,0.00001193476,0.00005045462,0.00005268962,0.004280742],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6658174,"threshold_uncertainty_score":0.9998339,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2964149448","doi":"10.1109/glocom.2013.6831616","title":"A Novel Algorithm for Rate/Power Allocation in OFDM-based Cognitive Radio Systems with Statistical Interference Constraints","year":2014,"lang":"en","type":"article","venue":"Ulster University Research Portal (Ulster University)","topic":"Advanced Wireless Network Optimization","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Subcarrier; Cognitive radio; Orthogonal frequency-division multiplexing; Computer science; Interference (communication); Transmitter power output; Transmitter; Bit error rate; Channel (broadcasting); Channel state information; Algorithm; Throughput; Power (physics); Computational complexity theory; Electronic engineering; Mathematical optimization; Telecommunications; Wireless; Mathematics; Engineering","authors":[{"name":"Octavia A. Dobre","is_ca":true},{"name":"Mohamed H. Ahmed","is_ca":true},{"name":"Kareem E. Baddour","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02127148381507422,"gpt":0.2442110660599272,"spread":0.222939582244853,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004421418,0.0002463595,0.0003116284,0.0009096246,0.0001733189,0.00006614113,0.0003429872,0.0001639447,0.00007825244],"category_scores_gemma":[0.00005156473,0.0002910752,0.00004719557,0.0009205019,0.0005115886,0.0006133279,0.00008334492,0.0004322618,0.00001303594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003692046,"about_ca_system_score_gemma":0.0001536729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004948798,"about_ca_topic_score_gemma":0.0002134853,"domain_scores_codex":[0.9981309,0.0002499957,0.0001836443,0.0004906128,0.0003260973,0.0006187866],"domain_scores_gemma":[0.9982383,0.0007066834,0.0000651459,0.0002374854,0.0005203707,0.0002320368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.005690776,0.001549056,0.01346099,0.00145047,0.00116373,0.002868479,0.004256511,0.8558249,0.003447894,0.05447731,0.002218418,0.0535915],"study_design_scores_gemma":[0.006577665,0.0005679999,0.001247138,0.0005076142,0.00005968219,0.00001639505,0.006340589,0.9814358,0.0003009156,0.00002456987,0.002336426,0.0005852192],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.013539,0.000007039911,0.9775105,0.00003016758,0.0001054899,0.0009083506,0.0002436419,0.0001282651,0.007527596],"genre_scores_gemma":[0.9853158,0.00001192421,0.01328099,0.00001170055,0.00003064712,0.00000273646,0.0002508489,0.00003963462,0.001055716],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9717768,"threshold_uncertainty_score":0.9999542,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2963184790","doi":"10.1109/glocom.2012.6503684","title":"Constrained Joint Bit and Power Allocation for Multicarrier Systems","year":2013,"lang":"en","type":"article","venue":"Ulster University Research Portal (Ulster University)","topic":"Advanced Wireless Network Optimization","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Communications Research Centre Canada; Memorial University of Newfoundland","funders":"","keywords":"Subcarrier; Computer science; Bit error rate; Computational complexity theory; Fading; Bit (key); Joint (building); Transmitter power output; Constraint (computer-aided design); Throughput; Orthogonal frequency-division multiplexing; Power (physics); Algorithm; Mathematical optimization; Wireless; Telecommunications; Mathematics; Computer network; Decoding methods; Engineering; Transmitter; Channel (broadcasting)","authors":[{"name":"Octavia A. Dobre","is_ca":true},{"name":"Mohamed H. Ahmed","is_ca":true},{"name":"Kareem E. Baddour","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02405473686767487,"gpt":0.2245285999452238,"spread":0.200473863077549,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002045948,0.0002062719,0.0002419419,0.0007151007,0.0003049338,0.0001029035,0.0002567563,0.0001816344,0.0001879419],"category_scores_gemma":[0.00002818387,0.0002530484,0.00007148759,0.000595544,0.0003077934,0.00110547,0.0001605249,0.0002865279,0.00004045953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002082651,"about_ca_system_score_gemma":0.0000537711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007145151,"about_ca_topic_score_gemma":0.00003983677,"domain_scores_codex":[0.9984767,0.0001119817,0.0001624078,0.0003880125,0.0002940837,0.0005667965],"domain_scores_gemma":[0.9986917,0.0001534982,0.00004910229,0.0003005844,0.0004975121,0.0003075406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001665109,0.0009566841,0.02418083,0.003838476,0.003634473,0.002544025,0.01656556,0.5420374,0.08632714,0.1957903,0.09817718,0.02428276],"study_design_scores_gemma":[0.00831545,0.0006102804,0.004856225,0.0004435248,0.00017389,0.0000657256,0.0408994,0.7725759,0.001568485,0.0002715554,0.1682738,0.001945717],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6395084,0.0001723506,0.2756286,0.0004674297,0.0006243067,0.00448331,0.0001913727,0.000802342,0.07812187],"genre_scores_gemma":[0.9877657,0.0000985338,0.002317318,0.00001262931,0.00004407377,0.000002289094,0.00006366101,0.00003788345,0.009657905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3482573,"threshold_uncertainty_score":0.9999922,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2962699745","doi":"10.1109/glocom.2014.7037279","title":"Rate-Interference Tradeoff in OFDM-based Cognitive Radio Networks","year":2015,"lang":"en","type":"article","venue":"Ulster University Research Portal (Ulster University)","topic":"Cognitive Radio Networks and Spectrum Sensing","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Communications Research Centre Canada; Memorial University of Newfoundland","funders":"","keywords":"Cognitive radio; Orthogonal frequency-division multiplexing; Interference (communication); Computer science; Transmission (telecommunications); Transmitter; Transmitter power output; Channel (broadcasting); Computer network; Channel state information; Electronic engineering; Wireless; Telecommunications; Engineering","authors":[{"name":"Octavia A. Dobre","is_ca":true},{"name":"Mohamed H. Ahmed","is_ca":true},{"name":"Kareem E. Baddour","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06296573592010957,"gpt":0.2734402651396739,"spread":0.2104745292195643,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001399564,0.000368569,0.0004723113,0.001988432,0.0003969554,0.0002801075,0.001697891,0.0002559961,0.00009704099],"category_scores_gemma":[0.0001001147,0.000443646,0.000197182,0.003725915,0.0005517784,0.001783806,0.0008820504,0.001212842,0.00006890987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005917178,"about_ca_system_score_gemma":0.0007386916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004405331,"about_ca_topic_score_gemma":0.001788169,"domain_scores_codex":[0.9950893,0.001459311,0.0002611931,0.001144187,0.000744587,0.001301412],"domain_scores_gemma":[0.9970674,0.0006909838,0.000130539,0.0006342374,0.000703352,0.0007735108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.01618645,0.006133703,0.2701269,0.0003821113,0.001728352,0.2719356,0.03201323,0.02286748,0.001057423,0.2035785,0.04743978,0.1265505],"study_design_scores_gemma":[0.0285806,0.003387817,0.04618756,0.001802227,0.0001850133,0.0003095963,0.03319649,0.8121477,0.001147756,0.001290584,0.06780709,0.003957629],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3208799,0.0001451166,0.5098305,0.001795207,0.0006388982,0.001220363,0.00003603952,0.0003906416,0.1650633],"genre_scores_gemma":[0.9927171,0.00004443792,0.0006647785,0.0001556396,0.0001000274,2.809686e-7,0.00002864764,0.00002252602,0.006266508],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7892802,"threshold_uncertainty_score":0.9998015,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2996704294","doi":"10.23919/cinc49843.2019.9005658","title":"ST Changes Observed in Short Spaced Bipolar Leads Suitable for Patch Based Monitoring","year":2019,"lang":"en","type":"article","venue":"Ulster University Research Portal (Ulster University)","topic":"Cardiac electrophysiology and arrhythmias","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Torso; Electrocardiography; Cardiology; Right coronary artery; Internal medicine; Medicine; Nuclear medicine; Coronary angiography; Anatomy","authors":[{"name":"Michael Jennings","is_ca":false},{"name":"Daniel Guldenring","is_ca":false},{"name":"Raymond Bond","is_ca":false},{"name":"Ali Rababah","is_ca":false},{"name":"James McLaughlin","is_ca":false},{"name":"Dewar Finlay","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06196171169412245,"gpt":0.2943135949649969,"spread":0.2323518832708744,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006052441,0.0002638648,0.0005543845,0.001415634,0.0002885804,0.0000283371,0.0003638714,0.0003389984,0.0002983469],"category_scores_gemma":[0.00004948643,0.0003066431,0.0002730847,0.001328693,0.0002098913,0.0004294674,0.0002897656,0.0008538556,0.00006027319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004412167,"about_ca_system_score_gemma":0.0003888962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004276103,"about_ca_topic_score_gemma":0.0008321902,"domain_scores_codex":[0.9973131,0.000250375,0.0001428314,0.000732737,0.0004965324,0.001064402],"domain_scores_gemma":[0.9983222,0.0003189526,0.00004114869,0.0005933152,0.0004008839,0.000323461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005562117,0.0003799374,0.9019911,0.0004586031,0.0002974099,0.006291835,0.0005414299,0.00009982494,0.08045415,0.0009081614,0.001799941,0.001215477],"study_design_scores_gemma":[0.02708228,0.006928185,0.4358472,0.001468573,0.0005570342,0.000136085,0.02075798,0.002266271,0.06794767,0.00007833308,0.4346764,0.002253974],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911469,0.00006930187,0.0000724003,0.0009049262,0.0002111862,0.001296363,0.0000833287,0.00007788563,0.006137691],"genre_scores_gemma":[0.9620746,0.00008387039,0.0002236877,0.00006552197,0.0001397209,0.000001272179,0.000131371,0.0000334646,0.03724651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4661439,"threshold_uncertainty_score":0.9999385,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7009265378","doi":"","title":"The Distribution of Ribbed Moraines in the Lac Naococane Region, Central Quebec, Canada","year":2006,"lang":"en","type":"article","venue":"Ulster University Research Portal (Ulster University)","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Moraine; Landform; Drumlin; Ice sheet; Ice caps; Distribution (mathematics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01717004740079769,"gpt":0.2076550426506744,"spread":0.1904849952498767,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076588,0.0001411025,0.0001917182,0.0002538248,0.0008604584,0.0000410321,0.00110847,0.0001369742,0.0002468797],"category_scores_gemma":[0.00006744682,0.0001057577,0.00007795291,0.001283062,0.001147154,0.0002975191,0.00009580713,0.00060849,0.00001799262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003424324,"about_ca_system_score_gemma":0.0007429515,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7670768,"about_ca_topic_score_gemma":0.9950703,"domain_scores_codex":[0.9968125,0.001212421,0.0001738691,0.0003160396,0.000621804,0.0008634],"domain_scores_gemma":[0.9981672,0.001004655,0.00008287485,0.0003796594,0.0002401307,0.0001254869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002947609,0.0000306492,0.9808277,0.00001687179,0.00002277514,0.002184017,0.0001741968,0.000171298,0.000001425227,0.003135152,0.01301411,0.0001270586],"study_design_scores_gemma":[0.0006090245,0.00006191221,0.8981337,0.00001623697,0.00001322509,0.0000408771,0.007428307,0.0002630524,0.00001324966,0.0002056664,0.09308904,0.0001257368],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9591773,0.00008537903,0.00002001617,0.005900188,0.0001081075,0.0003697358,0.0001085211,0.00001205877,0.03421865],"genre_scores_gemma":[0.9795471,0.00007279868,0.000004474167,0.0000327888,0.0000354577,8.361124e-8,0.0002564169,0.000002109252,0.02004873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2279935,"threshold_uncertainty_score":0.6618037,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3096365924","doi":"","title":"Character in leadership: Perceptions from intercollegiate athletics administrators","year":2020,"lang":"en","type":"article","venue":"Ulster University Research Portal (Ulster University)","topic":"Legal Issues in Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Western University","funders":"","keywords":"Psychology; College athletics; Character (mathematics); Perception; Social psychology; Applied psychology; Political science; Higher education","authors":[{"name":"Karen Danylchuk","is_ca":true},{"name":"Zachary Weese","is_ca":true},{"name":"Kyle F. Paradis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2086323357571068,"gpt":0.3622315968374248,"spread":0.1535992610803181,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005284486,0.0001975336,0.000258214,0.0007697075,0.000712459,0.0001653595,0.001208892,0.000287606,0.003880063],"category_scores_gemma":[0.0001857238,0.0002635271,0.0001406574,0.002112658,0.00100439,0.001475018,0.0004192891,0.0009648115,0.0006011705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006836918,"about_ca_system_score_gemma":0.0007628949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003762826,"about_ca_topic_score_gemma":0.01160178,"domain_scores_codex":[0.9964049,0.001107032,0.0001913031,0.0006630854,0.0008197255,0.0008139855],"domain_scores_gemma":[0.9983257,0.0002573356,0.00008941432,0.0003405087,0.0003194099,0.0006676053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001102544,0.000980359,0.346195,0.0001232684,0.0001986087,0.005666174,0.5779564,0.00001211118,0.001678782,0.0365225,0.02699517,0.002569156],"study_design_scores_gemma":[0.0008336157,0.0001367434,0.01980543,0.0000712879,0.00003290606,8.313008e-7,0.4098649,0.00003644335,0.00005120534,0.00006563601,0.5687593,0.0003417538],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8019415,0.00001713822,0.00009666994,0.01604094,0.000317221,0.0005127648,0.0001020412,0.0001186312,0.1808531],"genre_scores_gemma":[0.9644611,0.0001089829,0.0002109162,0.0003462804,0.0003347051,3.113043e-7,0.00006360259,0.00001900641,0.03445512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5417641,"threshold_uncertainty_score":0.9999817,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7065504132","doi":"","title":"Evaluation of a rotating swim bench as a surrogate for freestyle swimming","year":2024,"lang":"en","type":"article","venue":"Ulster University Research Portal (Ulster University)","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Torso; Kinematics; Bench press; Elbow; Stroke (engine); Biomechanics; Shoulder joint","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.07212915691392328,"gpt":0.3330007844676918,"spread":0.2608716275537685,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001650578,0.0001517316,0.000185391,0.0006975866,0.0003487391,0.00007657999,0.0003633884,0.00006129272,0.0009235327],"category_scores_gemma":[0.00002563489,0.0001780223,0.0001581296,0.001021151,0.0001359478,0.0008594706,0.0002161036,0.0002654016,0.00007334663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000121977,"about_ca_system_score_gemma":0.0005917598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003590769,"about_ca_topic_score_gemma":0.0001362397,"domain_scores_codex":[0.9979038,0.0002383733,0.000160638,0.000402778,0.0008141974,0.0004802003],"domain_scores_gemma":[0.9986024,0.0002261588,0.00006873452,0.0002289559,0.000727984,0.0001457692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001448239,0.0009324533,0.4601054,0.001127605,0.003275263,0.0007177297,0.02897597,0.0008913003,0.03096621,0.08988535,0.004440783,0.3772337],"study_design_scores_gemma":[0.02169795,0.002450254,0.05845881,0.003096401,0.002640208,0.00002857251,0.1087108,0.3721308,0.1053145,0.01188797,0.3096786,0.003905064],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9411364,0.00003719753,0.0009976915,0.0000799469,0.0001274829,0.0005535106,0.00007443298,0.00004123306,0.05695207],"genre_scores_gemma":[0.9911008,0.000005013037,0.0003156124,0.000003502739,0.00007593349,0.000001394396,0.00004495685,0.00001515228,0.008437616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4016466,"threshold_uncertainty_score":0.9999897,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7017151622","doi":"","title":"5 arterial routes &amp;amp; 1000 commercial signs:Ruth Brolly. Exhibition as Part of the Cathedral Quarter Arts Festival. 30 April - 09 May 2015.","year":2015,"lang":"en","type":"other","venue":"Ulster University Research Portal (Ulster University)","topic":"Art, Politics, and Modernism","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Exhibition; Quarter (Canadian coin); The arts; Exposition (narrative)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1114512380956393,"gpt":0.2975687346413973,"spread":0.186117496545758,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004790527,0.000602406,0.0007544533,0.001216004,0.0009087253,0.0002144988,0.001331638,0.0005093304,0.02541],"category_scores_gemma":[0.00003687474,0.0005701422,0.0004547766,0.00007675883,0.003005782,0.0006293638,0.0008945152,0.0009432992,0.001425845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003188468,"about_ca_system_score_gemma":0.0007931986,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008009173,"about_ca_topic_score_gemma":0.07565157,"domain_scores_codex":[0.9955509,0.0008437372,0.0003630357,0.0008237537,0.001335876,0.001082724],"domain_scores_gemma":[0.9970605,0.0001366777,0.0004314582,0.001182717,0.0006755344,0.0005131545],"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":[0.0003346676,0.0002961622,0.000224652,0.0001072742,0.0002787338,0.0002039784,0.02222627,0.000001435867,0.00003298432,0.01302862,0.9631731,0.00009214223],"study_design_scores_gemma":[0.001756692,0.0002154492,0.00005453434,0.0003111869,0.0002198891,0.00001106586,0.007897713,0.000002140492,0.00002193042,0.0003013989,0.9885798,0.0006281695],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005473485,0.00004153871,0.00006427288,0.001169689,0.001542461,0.0009686738,0.002393211,0.0001725166,0.9881741],"genre_scores_gemma":[0.04118015,0.00004437296,0.00002581712,0.0001978009,0.001824013,8.700537e-7,0.0006611792,0.0001809666,0.9558848],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0676424,"threshold_uncertainty_score":0.9997075,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7094655444","doi":"","title":"McGill, Daire","year":2017,"lang":"","type":"other","venue":"Ulster University Research Portal (Ulster University)","topic":"Irish and British Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0675083576250781,"gpt":0.3233858194079828,"spread":0.2558774617829047,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.001869957,0.00105708,0.001458337,0.003462793,0.01309489,0.0005777556,0.006092684,0.001739566,0.01835666],"category_scores_gemma":[0.0003204849,0.001401731,0.0009974013,0.002275804,0.008302348,0.002350441,0.004627045,0.002747435,0.003340682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001326437,"about_ca_system_score_gemma":0.001575971,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01455308,"about_ca_topic_score_gemma":0.02450347,"domain_scores_codex":[0.9882916,0.00232316,0.000390277,0.002522659,0.003149573,0.003322741],"domain_scores_gemma":[0.9936545,0.0004317252,0.0007794584,0.002002688,0.00154263,0.001589],"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":[0.0004128524,0.0004482331,0.003129861,0.0002757536,0.001069326,0.02187094,0.002561983,6.144033e-7,0.00001858867,0.003671171,0.954035,0.01250564],"study_design_scores_gemma":[0.002179018,0.0003506273,0.001140921,0.001073124,0.0003181526,0.00002325314,0.04528892,0.000005203081,0.00001288219,0.00004948078,0.9481622,0.001396233],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002918942,0.0003723045,0.00002152556,0.001578378,0.001433047,0.001566948,0.001169104,0.0002348779,0.9907049],"genre_scores_gemma":[0.07334211,0.008839259,0.00007751981,0.00008833507,0.0009062637,4.993678e-7,0.0000912494,0.0001787392,0.916476],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07422885,"threshold_uncertainty_score":0.9995564,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7060657798","doi":"","title":"Alcohol Dependence","year":2016,"lang":"en","type":"book","venue":"Ulster University Research Portal (Ulster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","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":"Poison control; Injury prevention; Quarter (Canadian coin); Hazardous waste; Suicide prevention; Age groups","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03675170206560836,"gpt":0.2718647645250427,"spread":0.2351130624594344,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007166461,0.000620722,0.0006464872,0.002517472,0.0008021692,0.0001736416,0.002678109,0.0004442518,0.3305633],"category_scores_gemma":[0.00001714424,0.0006659863,0.0005118493,0.0008205538,0.00100445,0.0003354274,0.002982,0.001836865,0.002814783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002924408,"about_ca_system_score_gemma":0.002331048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008183098,"about_ca_topic_score_gemma":0.0005458754,"domain_scores_codex":[0.9940608,0.0005476212,0.0003259089,0.001432212,0.002110566,0.001522957],"domain_scores_gemma":[0.9959616,0.0004865603,0.0002543689,0.001408438,0.001033973,0.0008550759],"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":[0.0005521755,0.0003454124,0.004679976,0.0001988678,0.0008733474,0.006071382,0.000408908,6.855062e-7,0.0004995776,0.1067955,0.8029906,0.07658359],"study_design_scores_gemma":[0.001871601,0.0002030255,0.0002610658,0.0003126531,0.0001010724,0.000005136899,0.001760197,0.00001325397,0.00008823149,0.0006284325,0.9940303,0.0007250474],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008709992,0.00002407845,0.0004012939,0.0007361361,0.0002024217,0.001188651,0.000670507,0.00009779591,0.9958081],"genre_scores_gemma":[0.01037504,0.00007766314,0.000069125,0.00002720448,0.0004200046,9.29367e-7,0.0002559252,0.00006242147,0.9887117],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3277485,"threshold_uncertainty_score":0.9995791,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7051774705","doi":"","title":"Petrographic Examination of Concrete Samples Removed from Four Residences in County Donegal, Ireland:CRT Report No. R-190","year":2025,"lang":"en","type":"book","venue":"Ulster University Research Portal (Ulster University)","topic":"Laser-Plasma Interactions and Diagnostics","field":"Physics and Astronomy","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":"Petrography; Cracking; Residence; Northern ireland; Government (linguistics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03224379447714146,"gpt":0.2608788711265235,"spread":0.2286350766493821,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006757904,0.000448113,0.0007690653,0.002547664,0.0003658881,0.0001209265,0.0009742206,0.0004229116,0.002585759],"category_scores_gemma":[0.0001221809,0.0005393784,0.000401232,0.001041349,0.0006110284,0.000846144,0.00069364,0.001342962,0.00009553163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004392255,"about_ca_system_score_gemma":0.00147338,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01276374,"about_ca_topic_score_gemma":0.002760472,"domain_scores_codex":[0.9963499,0.0005178195,0.0005308749,0.0009932151,0.0009901642,0.0006180728],"domain_scores_gemma":[0.9952951,0.001621673,0.0005758106,0.0008546415,0.001411486,0.0002412794],"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":[0.003653561,0.00100173,0.5607181,0.001363075,0.004710782,0.03999622,0.002358863,0.0001419105,0.0006154331,0.08869211,0.2931004,0.003647906],"study_design_scores_gemma":[0.004281737,0.0004372556,0.03827054,0.003164406,0.0006129136,0.00001887357,0.008761299,0.0002428966,0.0002832814,0.002033927,0.9405287,0.001364183],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1164035,0.00001940443,0.000273285,0.0000900623,0.0004406604,0.0006612811,0.002392095,0.00004590849,0.8796738],"genre_scores_gemma":[0.201246,0.0001647689,0.0003094232,0.00001138385,0.0001969654,8.846615e-7,0.002063384,0.00003113665,0.795976],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6474283,"threshold_uncertainty_score":0.9997058,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2472295804","doi":"","title":"UK Consensus Project on Quality in Palliative Care Day Services","year":2016,"lang":"en","type":"article","venue":"Ulster University Research Portal (Ulster University)","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Sciences Centre","funders":"","keywords":"Palliative care; Medicine; Stakeholder; Quality (philosophy); Nursing; Medical education; Family medicine; Public relations; Political science","authors":[{"name":"Martin Dempster","is_ca":false},{"name":"Noleen McCorry","is_ca":false},{"name":"Seán O’Connor","is_ca":false},{"name":"Kathy Armour","is_ca":false},{"name":"Joanna Coast","is_ca":false},{"name":"Joachim Cohen","is_ca":false},{"name":"Michael Donnelly","is_ca":true},{"name":"Anne Finucane","is_ca":false},{"name":"Joan Fyvie","is_ca":false},{"name":"Louise Jones","is_ca":false},{"name":"George Kernohan","is_ca":false},{"name":"Kathleen Leemans","is_ca":false},{"name":"David Oxenham","is_ca":false},{"name":"Paul Perkins","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2324882803154458,"gpt":0.4471039716084182,"spread":0.2146156912929724,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005523451,0.0002726362,0.0005604985,0.00166977,0.0001737293,0.00001596426,0.0004900331,0.0002366481,0.000330075],"category_scores_gemma":[0.0001453529,0.0002336157,0.0002136846,0.001339319,0.0006072623,0.0002359553,0.0003785277,0.0004691108,0.00007840298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006129766,"about_ca_system_score_gemma":0.0004916777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001991286,"about_ca_topic_score_gemma":0.003468859,"domain_scores_codex":[0.9966975,0.0007972234,0.0002665964,0.0006935966,0.0008761063,0.0006689074],"domain_scores_gemma":[0.9972532,0.0008339518,0.0001620563,0.0005931416,0.0008772047,0.0002804036],"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":[0.003590212,0.0003032828,0.9665133,0.0005548442,0.0002667394,0.005011042,0.01431654,0.000001633969,0.002285226,0.003809738,0.001203202,0.002144208],"study_design_scores_gemma":[0.01874183,0.002602651,0.3350375,0.007121265,0.0002048095,0.00001088092,0.2833467,0.000018929,0.009655796,0.0001216328,0.3420641,0.001073825],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8602122,0.00009116235,0.00003349266,0.0007317703,0.00007432335,0.0006819806,0.0002632098,0.00005058666,0.1378613],"genre_scores_gemma":[0.9763547,0.0003851633,0.000212158,0.00007981755,0.00005143532,4.026602e-7,0.00005428002,0.00001909771,0.02284293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6314758,"threshold_uncertainty_score":0.9526573,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7062287809","doi":"","title":"Supporting participants with severe mental illness and associated cognitive deficits to engage in physical activity and sedentary behaviour research","year":2022,"lang":"en","type":"article","venue":"Ulster University Research Portal (Ulster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","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":"Cognition; Intervention (counseling); Mental illness; Qualitative research; Telephone interview; Randomized controlled trial; Challenging behaviour; Mental health; Qualitative property; Social cognitive theory","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04817676921866345,"gpt":0.3301195689418418,"spread":0.2819427997231784,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001718042,0.0002251215,0.0003155998,0.001310946,0.00179273,0.0001118657,0.0004406801,0.00005053716,0.007854653],"category_scores_gemma":[0.0000381866,0.0002631193,0.00005634792,0.001925979,0.0004311354,0.000272498,0.002958034,0.001565724,0.00001102419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001851824,"about_ca_system_score_gemma":0.0003358145,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007373678,"about_ca_topic_score_gemma":0.004639372,"domain_scores_codex":[0.9946097,0.001797644,0.0001293093,0.0008173328,0.001396162,0.001249813],"domain_scores_gemma":[0.9982415,0.000587198,0.00007418008,0.0002457285,0.0003224709,0.0005289054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.002452316,0.002079612,0.941568,0.0000500124,0.0002194298,0.00336707,0.02119963,0.00001274351,0.002676771,0.0006538925,0.001612025,0.02410847],"study_design_scores_gemma":[0.007995661,0.002113236,0.4703631,0.0001636472,0.0001003196,0.00001848237,0.5085797,0.001209458,0.001023575,0.00004151639,0.007506075,0.000885212],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9657445,0.000003088508,0.00001383677,0.0004480385,0.00002195681,0.001285145,0.0004137009,0.00002201332,0.03204774],"genre_scores_gemma":[0.9777811,0.000003248514,0.00001323203,0.00001442287,0.00001793164,0.000006387144,0.00008108576,0.00001910553,0.02206353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.48738,"threshold_uncertainty_score":0.9999821,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7094578280","doi":"","title":"McGill, Aine","year":2024,"lang":"","type":"other","venue":"Ulster University Research Portal (Ulster University)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.09162263102005544,"gpt":0.2491750653078849,"spread":0.1575524342878294,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0020236,0.001064555,0.001809597,0.008626422,0.00136868,0.000494368,0.002944448,0.001107723,0.1931621],"category_scores_gemma":[0.00009576009,0.001509921,0.001153599,0.00358599,0.002305702,0.00133554,0.00439047,0.002168209,0.2566972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001562037,"about_ca_system_score_gemma":0.0002871796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001359389,"about_ca_topic_score_gemma":0.000802871,"domain_scores_codex":[0.9921965,0.0003005243,0.0008636328,0.003752061,0.0004844579,0.002402831],"domain_scores_gemma":[0.9958825,0.0001937953,0.0006833437,0.001855497,0.0003698726,0.001015032],"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":[0.0002148194,0.0003078413,0.0008850471,0.0004821537,0.001814205,0.005069528,0.00103985,0.00000749077,0.000004146349,0.1425955,0.847088,0.0004914509],"study_design_scores_gemma":[0.001852711,0.0002481759,0.0001168849,0.0004576809,0.0002055511,0.00002179513,0.01583868,0.0001631651,0.000006426938,0.0008192341,0.9788212,0.001448517],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000931009,0.001357423,0.0000664293,0.0006877753,0.005470972,0.001097055,0.009847579,0.0002022577,0.9803395],"genre_scores_gemma":[0.0124926,0.003979899,0.0001481622,0.00009964482,0.000439657,7.350665e-7,0.0001291537,0.0003249418,0.9823852],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1417763,"threshold_uncertainty_score":0.9999314,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7009724727","doi":"","title":"European Union developments in Equality and Human Rights: The Impact of Brexit on the divergence of rights and best practice on the island of Ireland","year":2023,"lang":"en","type":"book","venue":"Ulster University Research Portal (Ulster University)","topic":"Irish and British Studies","field":"Social Sciences","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":"European Commission; York University","keywords":"Commission; Human rights; Irish; Brexit; Northern ireland; Linguistic rights; International human rights law","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.07536271357204455,"gpt":0.3430140434387654,"spread":0.2676513298667209,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.00320068,0.0002152978,0.0003514752,0.0005212747,0.001591967,0.00004685486,0.0009245579,0.0001566732,0.00007976514],"category_scores_gemma":[0.0001506883,0.0001358572,0.0001234958,0.0007269947,0.002835539,0.0003098684,0.0008804003,0.0007147318,0.0000101274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002723372,"about_ca_system_score_gemma":0.0003812951,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03414117,"about_ca_topic_score_gemma":0.02394685,"domain_scores_codex":[0.9953031,0.002705659,0.0002396833,0.0003905964,0.0009685749,0.0003923789],"domain_scores_gemma":[0.9969416,0.001767408,0.0003629647,0.00034881,0.0004755308,0.0001036709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003279655,0.002297659,0.0947612,0.0008971245,0.004573093,0.005599314,0.1799598,0.00003677811,0.0001186491,0.4393465,0.2679684,0.001161872],"study_design_scores_gemma":[0.007063841,0.005825155,0.2709248,0.008137712,0.000770054,0.00002393482,0.1602607,0.000007261284,0.0001807375,0.01360729,0.5311885,0.002009956],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3037774,0.00002720829,0.000001909813,0.0003731198,0.0000390328,0.0005551745,0.0001757245,0.000008128325,0.6950423],"genre_scores_gemma":[0.7566586,0.0002920456,0.000002569955,0.000008549794,0.00002960175,1.481025e-7,0.0000144046,0.000009366089,0.2429848],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4528812,"threshold_uncertainty_score":0.9998782,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7030362528","doi":"","title":"Newfoundland Orange","year":2023,"lang":"en","type":"other","venue":"Ulster University Research Portal (Ulster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.07106274290188691,"gpt":0.2990570472807474,"spread":0.2279943043788605,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","bibliometrics","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.001098209,0.001034512,0.001140897,0.01492696,0.000823394,0.0002525588,0.003334823,0.001382914,0.01745982],"category_scores_gemma":[0.0001129858,0.001302104,0.000644536,0.008520086,0.001696066,0.001082418,0.002591591,0.002408537,0.04143541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001542731,"about_ca_system_score_gemma":0.0008505489,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01036925,"about_ca_topic_score_gemma":0.1010856,"domain_scores_codex":[0.99108,0.001336085,0.0003281362,0.002192624,0.002607537,0.002455584],"domain_scores_gemma":[0.9951556,0.0003994216,0.0004217541,0.002163081,0.00061074,0.001249412],"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":[0.0005135595,0.000245472,0.00788328,0.0002079932,0.0008866185,0.02417962,0.0004127766,0.000002280101,0.00007448931,0.006693879,0.9583182,0.0005818317],"study_design_scores_gemma":[0.00300061,0.0002259728,0.001100439,0.0005744369,0.0002588552,0.00003776635,0.0033097,0.00001717401,0.000006347721,0.00003746626,0.9901526,0.001278635],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009614048,0.0001043363,0.00006242927,0.0002196728,0.0006894909,0.001532383,0.00223026,0.003584363,0.9906157],"genre_scores_gemma":[0.002467518,0.0004780646,0.0001369172,0.00003822488,0.0005624171,6.555983e-7,0.0004210657,0.002835774,0.9930593],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09071629,"threshold_uncertainty_score":0.9999135,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7029020829","doi":"","title":"How Could Minority and Women's Rights be Protected in a United Ireland?","year":2024,"lang":"en","type":"book","venue":"Ulster University Research Portal (Ulster University)","topic":"International Relations and Foreign Policy","field":"Social Sciences","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":"Queen's University","keywords":"Economic Justice; Human rights; Transitional justice; Legislation; Bill of rights","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04468901422203642,"gpt":0.3006231462357347,"spread":0.2559341320136982,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008498257,0.0003355522,0.0003939916,0.004973572,0.001025263,0.0003723946,0.0008657874,0.0008547072,0.0006912238],"category_scores_gemma":[0.00009054806,0.0003871534,0.0001580618,0.001929465,0.001469729,0.0008956737,0.0006497527,0.001919726,0.00007357221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002397019,"about_ca_system_score_gemma":0.001516348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003760158,"about_ca_topic_score_gemma":0.01171665,"domain_scores_codex":[0.996218,0.0006018907,0.0001790427,0.0007834221,0.001285366,0.0009322368],"domain_scores_gemma":[0.9980534,0.0003065591,0.0001307397,0.0003393877,0.0006690006,0.0005009176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002214865,0.00009114228,0.000566616,0.0001609474,0.0002278988,0.004739179,0.009905407,9.793357e-7,0.000003992087,0.9614409,0.02244214,0.0001993677],"study_design_scores_gemma":[0.0008140147,0.0001296046,0.0002228958,0.0002735767,0.00005144306,0.000007433183,0.009172539,0.00004861606,0.000001074392,0.01611008,0.9727616,0.0004071744],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01982724,0.00004354778,0.00001599382,0.001446128,0.0001052668,0.0009920364,0.0003590885,0.0001037043,0.977107],"genre_scores_gemma":[0.06630046,0.0001771387,0.00003279186,0.00004456091,0.0001955341,0.000001178066,0.0001929378,0.00002296372,0.9330325],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9503194,"threshold_uncertainty_score":0.999858,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7093962144","doi":"","title":"McGill, Shauna","year":2017,"lang":"","type":"other","venue":"Ulster University Research Portal (Ulster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.09089908339877027,"gpt":0.3143483866234262,"spread":0.2234493032246559,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","bibliometrics","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"category_scores_codex":[0.003780777,0.003332056,0.00346724,0.02000283,0.009929408,0.00112894,0.01659138,0.004303245,0.0855611],"category_scores_gemma":[0.0005204941,0.004552363,0.002511716,0.005974288,0.01018736,0.005640841,0.01434586,0.008628466,0.06946664],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005200401,"about_ca_system_score_gemma":0.003419885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005455858,"about_ca_topic_score_gemma":0.01421609,"domain_scores_codex":[0.9729117,0.005488154,0.0009544949,0.006787909,0.006663917,0.007193881],"domain_scores_gemma":[0.9793935,0.0008457108,0.002448195,0.009191633,0.003474772,0.004646167],"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":[0.005310299,0.00242222,0.005638792,0.0012964,0.00570988,0.1311288,0.001215226,0.00001574203,0.001088273,0.01925484,0.8190191,0.00790038],"study_design_scores_gemma":[0.008818158,0.001045879,0.001222645,0.002788278,0.001274769,0.0002169499,0.008778417,0.0001166635,0.0001657819,0.00008908807,0.9713063,0.004177046],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004252437,0.0003028507,0.00008631682,0.0005296351,0.001639404,0.004309578,0.01024149,0.0008125144,0.9778258],"genre_scores_gemma":[0.05849353,0.002333049,0.0003119103,0.00008111134,0.000874164,0.000001035627,0.0008091349,0.001712141,0.9353839],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1522872,"threshold_uncertainty_score":0.999908,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6997055565","doi":"","title":"Université Laval: Laboratory Analysis Services in support of Geological Survey Ireland’s \"Irish Construction Materials\" Projects: Concrete Products","year":2025,"lang":"en","type":"book","venue":"Ulster University Research Portal (Ulster University)","topic":"Concrete and Cement Materials Research","field":"Engineering","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":"Aggregate (composite); Government (linguistics); Mica; Northern ireland; Mortar","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0231615793680683,"gpt":0.2377716394427948,"spread":0.2146100600747265,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001582241,0.0005685986,0.001308325,0.005475008,0.0002178781,0.000112016,0.001404465,0.0008714386,0.001787928],"category_scores_gemma":[0.00004332656,0.0006957017,0.0002317623,0.003964315,0.0006609618,0.0006888871,0.001148062,0.00105764,0.00004437003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001032266,"about_ca_system_score_gemma":0.001586861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002445401,"about_ca_topic_score_gemma":0.004163347,"domain_scores_codex":[0.9951234,0.001203352,0.0005459166,0.001048686,0.001084954,0.0009936296],"domain_scores_gemma":[0.9970108,0.0002965182,0.0002346753,0.0009014673,0.001292109,0.0002643958],"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":[0.01545015,0.0004527321,0.296227,0.02885442,0.02821038,0.0382265,0.008817162,0.001045151,0.06473744,0.007087528,0.509687,0.001204529],"study_design_scores_gemma":[0.008104082,0.001215451,0.0283206,0.001279586,0.002790138,0.00002759541,0.008825555,0.0003289369,0.02529233,0.00005568154,0.9204632,0.003296848],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6718666,0.0001383977,0.00002853704,0.0001121771,0.0004793934,0.001687485,0.005797059,0.0002825214,0.3196078],"genre_scores_gemma":[0.2963807,0.004028408,0.0001338872,0.00003480822,0.0001599387,0.000001886647,0.006846189,0.0001048077,0.6923093],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4107762,"threshold_uncertainty_score":0.9995494,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7061739516","doi":"","title":"Safer and Effective Staffing Research and Policy Development Older People’s and Children’s Social Work in Northern Ireland:Report 1- The Starting Point: Baseline Analysis","year":2024,"lang":"en","type":"book","venue":"Ulster University Research Portal (Ulster University)","topic":"Magnetic Field Sensors Techniques","field":"Engineering","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":"Ulster University","keywords":"Staffing; Workforce; SAFER; Skill mix; Health care; Workload; Work (physics); Quality (philosophy); Workforce planning","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01428182970296476,"gpt":0.2564277315380524,"spread":0.2421459018350876,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002135868,0.0004298535,0.0006175657,0.004555006,0.0007742208,0.0002197094,0.0004448113,0.0005007122,0.00011692],"category_scores_gemma":[0.00007773483,0.0004394109,0.0001201465,0.002739476,0.0006276456,0.0002781014,0.001424133,0.002143566,0.000008362787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008113874,"about_ca_system_score_gemma":0.0004495475,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008889327,"about_ca_topic_score_gemma":0.03388231,"domain_scores_codex":[0.9964975,0.0005354854,0.0003288951,0.000904643,0.0008618876,0.000871628],"domain_scores_gemma":[0.9981261,0.0007901623,0.00007654835,0.0004134699,0.0003386794,0.0002549968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002153864,0.000513872,0.6008338,0.004681232,0.01307757,0.03670793,0.1874985,0.000250038,0.0001857353,0.01064943,0.06476693,0.07868109],"study_design_scores_gemma":[0.005050444,0.0008084159,0.7048951,0.002901361,0.002107851,0.0003272474,0.02890251,0.001756425,0.0001999995,0.001917694,0.246618,0.004514961],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8691788,0.0004774613,0.000295434,0.001410721,0.00005797312,0.002132351,0.00009299356,0.0002877841,0.1260665],"genre_scores_gemma":[0.7016529,0.0004948776,0.0002608764,0.00002293689,0.0001876337,0.000003064444,0.000164369,0.0001021604,0.2971112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.181851,"threshold_uncertainty_score":0.9998057,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7061059174","doi":"","title":"The other division in Northern Ireland: public attitudes to poverty, economic hardship and social security:Ark research update no 146","year":2022,"lang":"en","type":"other","venue":"Ulster University Research Portal (Ulster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","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":"Inflation (cosmology); Crunch; Shock (circulatory); Quarter (Canadian coin); Population; Unemployment; Public spending; Falling (accident); Government (linguistics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02956510112610884,"gpt":0.2858628120306352,"spread":0.2562977109045264,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002285071,0.0004265299,0.0004882662,0.003086491,0.001559778,0.0004817955,0.002227519,0.0002464673,0.1707179],"category_scores_gemma":[0.00002789495,0.0004362622,0.0001999167,0.001284787,0.0007492564,0.0001770886,0.005495229,0.002079526,0.001055536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003951468,"about_ca_system_score_gemma":0.0007753116,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01509217,"about_ca_topic_score_gemma":0.08734976,"domain_scores_codex":[0.9935117,0.001865679,0.000273206,0.001205958,0.0015961,0.001547375],"domain_scores_gemma":[0.9977168,0.0004655764,0.0001472353,0.0008734389,0.0003287616,0.0004682216],"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":[0.0006268087,0.000437737,0.1340544,0.0001394299,0.0004350394,0.0007077969,0.001150289,0.000001348908,0.00003597021,0.02588824,0.8154336,0.02108942],"study_design_scores_gemma":[0.001416195,0.0001936686,0.002438332,0.00006012915,0.00001626348,0.000001016353,0.006671575,0.00003291891,0.000002286961,0.000096958,0.9886397,0.0004310154],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0287861,0.00004682158,0.000008872489,0.005085991,0.0001686204,0.001701222,0.0006525813,0.00006193325,0.9634879],"genre_scores_gemma":[0.1368969,0.00009067071,0.00001814381,0.00006967435,0.0003022595,0.000006661321,0.0002151683,0.0001761083,0.8622245],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1732061,"threshold_uncertainty_score":0.9998089,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3007604345","doi":"10.6084/m9.figshare.c.3615608","title":"Widespread recovery of methylation at gametic imprints in hypomethylated mouse stem cells following rescue with DNMT3A2","year":2016,"lang":"en","type":"article","venue":"Ulster University Research Portal (Ulster University)","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"BC Cancer Agency","funders":"Medical Research Council; Cereal Partners Worldwide; Ulster University","keywords":"Reprogramming; Biology; DNA methylation; Epigenetics; Methylation; Genomic imprinting; Methyltransferase; Genetics; Bisulfite sequencing; Embryonic stem cell; Stem cell; DNMT1; Molecular biology; Gene; Gene expression","authors":[{"name":"Avinash Thakur","is_ca":true},{"name":"Sarah-Jayne Mackin","is_ca":false},{"name":"Rachelle E Irwin","is_ca":false},{"name":"Karla O’Neill","is_ca":false},{"name":"Gareth Pollin","is_ca":false},{"name":"CP Walsh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02480441490962552,"gpt":0.2509152788500949,"spread":0.2261108639404694,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008018428,0.0002247655,0.0002960184,0.0009914316,0.0001530463,0.00001994102,0.0004769839,0.0002839938,0.00007183688],"category_scores_gemma":[0.00004961669,0.0002075727,0.0001765522,0.000883245,0.0002530219,0.00007920233,0.0005632814,0.0001990408,0.00002125545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002364893,"about_ca_system_score_gemma":0.0001890638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002627605,"about_ca_topic_score_gemma":0.001385143,"domain_scores_codex":[0.9974141,0.0006170705,0.0002454631,0.0006802471,0.0005077454,0.0005353945],"domain_scores_gemma":[0.9985312,0.0001734342,0.0001461026,0.0006129942,0.0003253977,0.0002108537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001129886,0.0001005556,0.02617255,0.00003126256,0.0001366156,0.0002271082,0.0001708614,0.0001284737,0.9691858,0.00003998234,0.00005932097,0.002617601],"study_design_scores_gemma":[0.002858127,0.0008500799,0.004619232,0.0001312092,0.00004745646,0.000002525733,0.000949321,0.00002110071,0.9818764,0.00003429783,0.008257529,0.0003527356],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932271,0.00007836537,0.001766468,0.00005893604,0.00007330006,0.000412153,0.00006728322,0.00001621909,0.00430017],"genre_scores_gemma":[0.9635308,0.0003382659,0.0002861745,0.000006347001,0.00002005716,3.875586e-7,0.00003856259,0.000028364,0.03575102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03145085,"threshold_uncertainty_score":0.846457,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7066653111","doi":"","title":"Investigation and Analysis of Concrete Blocks from Ireland","year":2025,"lang":"en","type":"book","venue":"Ulster University Research Portal (Ulster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","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":"Cracking; Residence; Government (linguistics); Northern ireland; Reinforced concrete","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02301977454693181,"gpt":0.2419345146906778,"spread":0.218914740143746,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004075708,0.0003380965,0.0007523137,0.003963902,0.0003225438,0.00008022581,0.0008328312,0.0002975988,0.05572188],"category_scores_gemma":[0.0000156763,0.0004141879,0.0003466769,0.00182395,0.0008877135,0.0001285872,0.001441192,0.0009396192,0.00001800588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008730284,"about_ca_system_score_gemma":0.001139085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005105702,"about_ca_topic_score_gemma":0.0009710792,"domain_scores_codex":[0.9970136,0.000391138,0.0002975747,0.0008500851,0.0009464239,0.0005011997],"domain_scores_gemma":[0.9973184,0.0006397223,0.0002536937,0.0007157452,0.0006990681,0.0003733712],"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":[0.00183446,0.0001836206,0.3840707,0.0008100652,0.03172577,0.002353252,0.004848568,0.00002031017,0.002484442,0.1087764,0.415296,0.04759635],"study_design_scores_gemma":[0.002749838,0.0002565912,0.009363733,0.000439287,0.003814766,3.863425e-7,0.004912799,0.001117257,0.0002325725,0.0006827059,0.9756522,0.0007778894],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05483168,0.00004471903,0.0001750741,0.0002460655,0.00005312243,0.0006280885,0.00189538,0.00002538052,0.9421005],"genre_scores_gemma":[0.02629373,0.0000712739,0.00009443756,0.00001575032,0.00005823647,3.459253e-7,0.001861747,0.00001418472,0.9715903],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5603561,"threshold_uncertainty_score":0.999831,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7081443384","doi":"","title":"People, schools and borders: A research report investigating community experiences and perspectives of primary school provision along the border in Ireland.:A report produced for an International Fund for Ireland Communities in Partnership funded research project undertaken in partnership between the Integrated Education Fund, Educate Together and Ulster University.","year":2023,"lang":"en","type":"book","venue":"Ulster University Research Portal (Ulster University)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","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":"Ulster University; Ontario Ministry of Agriculture, Food and Rural Affairs","keywords":"General partnership; Government (linguistics); Agency (philosophy); Qualitative research","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.2864235939531224,"gpt":0.410387466004656,"spread":0.1239638720515335,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01382929,0.0003951517,0.0006255945,0.002967807,0.001547223,0.0004630938,0.002387082,0.0004831201,0.00001174648],"category_scores_gemma":[0.001919442,0.0003557221,0.0000938275,0.002507361,0.002323047,0.001687816,0.002528884,0.003524547,7.107584e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008850733,"about_ca_system_score_gemma":0.005042986,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01393373,"about_ca_topic_score_gemma":0.05007779,"domain_scores_codex":[0.9917027,0.004541666,0.0005649925,0.001170065,0.001050181,0.0009704121],"domain_scores_gemma":[0.9911973,0.004866278,0.0004002501,0.001333032,0.001933452,0.0002696396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001618276,0.0006357756,0.6733532,0.001783395,0.0003261021,0.0006804083,0.3053117,0.00001944773,0.0001028527,0.007113467,0.006431507,0.002623895],"study_design_scores_gemma":[0.001966628,0.0005745437,0.05575721,0.001524351,0.00003542684,0.0000907135,0.8965074,0.0004303134,0.0000245965,0.003041311,0.03954367,0.0005038432],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9406346,0.0001659814,0.00007577625,0.005204777,0.00007925819,0.004611845,0.00004236652,0.00005315907,0.0491322],"genre_scores_gemma":[0.8187782,0.0002586401,0.0003612833,0.0000217641,0.00008106035,0.00003385284,0.0004415972,0.00002571605,0.1799979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.617596,"threshold_uncertainty_score":0.9998895,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6980859619","doi":"","title":"Cwm:The Fair Country","year":2025,"lang":"en","type":"book","venue":"Ulster University Research Portal (Ulster University)","topic":"Virus-based gene therapy research","field":"Biochemistry, Genetics and Molecular Biology","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":"Welsh; Work (physics); Quarter (Canadian coin); Closure (psychology); Accidental","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02347198770230952,"gpt":0.2774674410470957,"spread":0.2539954533447862,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001098966,0.0006099421,0.0005251927,0.001445521,0.001103068,0.0001489639,0.003341475,0.001080008,0.0009775785],"category_scores_gemma":[0.00007081436,0.0006370919,0.0004961963,0.001048095,0.001549457,0.00004511422,0.002800128,0.001980858,0.0002688117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005607461,"about_ca_system_score_gemma":0.003977353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001204578,"about_ca_topic_score_gemma":0.003019545,"domain_scores_codex":[0.9946301,0.0009557495,0.0002739319,0.001441676,0.001395631,0.001302918],"domain_scores_gemma":[0.9961941,0.0001889561,0.0001800304,0.002003392,0.0009849845,0.0004485718],"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":[0.008139844,0.0002631669,0.0005121515,0.0003555012,0.001706416,0.003674598,0.0002712277,0.00003122468,0.005056872,0.006152664,0.9709674,0.002868919],"study_design_scores_gemma":[0.001502425,0.001332083,0.0000516982,0.0001551256,0.0001169158,0.00002107028,0.001144096,0.00001238479,0.001356221,0.0001344363,0.9935533,0.0006202037],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008518819,0.0005420513,0.0001268696,0.0007576902,0.000310287,0.001329055,0.0007666718,0.00007391079,0.9875746],"genre_scores_gemma":[0.007595286,0.001315327,0.00002790684,0.0002929213,0.0004290879,0.00000102982,0.001226446,0.00007720712,0.9890348],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02258592,"threshold_uncertainty_score":0.9999357,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7043014548","doi":"","title":"A Review of the Methods, Applications, and Challenges of Adopting Artificial Intelligence in the Property Assessment Office","year":2022,"lang":"en","type":"article","venue":"Ulster University Research Portal (Ulster University)","topic":"Ethics and Social Impacts of AI","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":"Valuation (finance); Workflow; Automation; White paper; Applications of artificial intelligence; Software","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.2559076142238819,"gpt":0.4486515983663266,"spread":0.1927439841424446,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007518972,0.00007856528,0.0001927233,0.0002550895,0.001239004,0.00002724866,0.001167889,0.00006431495,0.0001086141],"category_scores_gemma":[0.0002649598,0.0000588167,0.00009347011,0.001532271,0.0009755344,0.0002986727,0.0008057769,0.0007156025,5.97583e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000169487,"about_ca_system_score_gemma":0.000652994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002479546,"about_ca_topic_score_gemma":0.002873536,"domain_scores_codex":[0.9944621,0.004009507,0.0001799234,0.0002415604,0.0008264073,0.0002805431],"domain_scores_gemma":[0.9982232,0.000783914,0.0001777874,0.0003119013,0.000429655,0.00007355124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008251622,0.0004247587,0.001408456,0.00136281,0.00006186245,0.00005011353,0.03775994,0.000007894697,0.00009934412,0.8905573,0.0004649211,0.06772009],"study_design_scores_gemma":[0.0001272779,0.0001488552,0.001658819,0.0005513518,0.00004626356,0.000002229956,0.4587579,0.000028494,0.0000243517,0.002571961,0.5359323,0.000150168],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0347651,0.01204621,0.002032046,0.1360869,0.0002605297,0.007210731,0.0001558538,0.00006691804,0.8073757],"genre_scores_gemma":[0.9425368,0.05139278,0.001925543,0.0005029407,0.00005766248,0.000003798541,0.000005710386,0.00001216379,0.003562619],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9077717,"threshold_uncertainty_score":0.9529541,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6996171438","doi":"","title":"Removal of Vancomycin from Water by adsorption using waste materials","year":2023,"lang":"en","type":"article","venue":"Ulster University Research Portal (Ulster University)","topic":"Adsorption and biosorption for pollutant removal","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council; Queen's University; Queen's University Belfast","keywords":"Adsorption; Vancomycin; Wastewater; Water treatment; Water pollution","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03903823844454692,"gpt":0.2584421406024595,"spread":0.2194039021579126,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005794212,0.000233429,0.0003085855,0.0006567269,0.0003320205,0.00004568636,0.0006919295,0.0002207526,0.01113828],"category_scores_gemma":[0.00001304677,0.000229237,0.0001569948,0.001328204,0.0006219577,0.0009138673,0.001157889,0.0002838327,0.001476954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003206154,"about_ca_system_score_gemma":0.00003573582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00172187,"about_ca_topic_score_gemma":0.0002659203,"domain_scores_codex":[0.9970041,0.0004561908,0.0002534486,0.0006287579,0.000921898,0.0007356331],"domain_scores_gemma":[0.9990202,0.00006020327,0.0001238911,0.0004408334,0.00007055084,0.0002842968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003667143,0.00009147964,0.002529721,0.00001659026,0.00005408242,0.00123976,0.0005315567,0.00008389381,0.9880485,0.000161513,0.006364921,0.000511248],"study_design_scores_gemma":[0.004278763,0.0003752927,0.003974718,0.0001478796,0.0001443042,0.0001421943,0.01563637,0.002092596,0.5105876,0.0003511506,0.461085,0.001184101],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9771059,0.000003494007,0.0002252349,0.0001910996,0.0001951066,0.0003026574,0.0004630391,0.0001114275,0.02140205],"genre_scores_gemma":[0.9330304,0.00004750046,0.0002562626,0.00002845512,0.00006125197,8.215917e-8,0.0002684432,0.00002259923,0.06628495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4774609,"threshold_uncertainty_score":0.9993005,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7011234041","doi":"","title":"Magnetoencephalography brain biomarkers of Alzheimer's disease: an ongoing study based on the BioFIND dataset","year":2024,"lang":"en","type":"article","venue":"Ulster University Research Portal (Ulster University)","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"Universität Regensburg; University of Glasgow","keywords":"Magnetoencephalography; Support vector machine; Pattern recognition (psychology); Classifier (UML); Brain activity and meditation; Feature selection; Neuroimaging; Cognition","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0990965586453043,"gpt":0.3184440785083075,"spread":0.2193475198630032,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001287702,0.000302967,0.000266577,0.0023945,0.001011353,0.0001684777,0.001303796,0.00008302183,0.0005040827],"category_scores_gemma":[0.0007849954,0.0002750302,0.00021325,0.003779762,0.001393062,0.001114563,0.0007774879,0.0006157778,0.00007288498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000113669,"about_ca_system_score_gemma":0.0003486144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000280208,"about_ca_topic_score_gemma":0.000322959,"domain_scores_codex":[0.9946241,0.001931346,0.0001854429,0.001266463,0.001354285,0.0006383772],"domain_scores_gemma":[0.9926352,0.005701961,0.00007994888,0.001061828,0.0001695372,0.0003515347],"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":[0.01330147,0.01153004,0.1692345,0.0007876654,0.003299227,0.07171667,0.008885661,0.001037977,0.04167609,0.07343011,0.5933294,0.01177125],"study_design_scores_gemma":[0.006714019,0.009460434,0.1333981,0.0008416439,0.001140831,0.00004180375,0.07139752,0.0183576,0.006904425,0.0006455067,0.7484195,0.002678586],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9418816,0.0001022677,0.000200841,0.01824438,0.0005494633,0.002739785,0.005954845,0.000326337,0.03000049],"genre_scores_gemma":[0.9973841,0.00001493976,0.00002441838,0.0005742068,0.00004546691,0.000001164626,0.0001148875,0.00002662342,0.001814202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1550902,"threshold_uncertainty_score":0.9999702,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7018724770","doi":"","title":"Effect of activated carbon characteristics on its ability to remove vancomycin and rifampicin from water","year":2023,"lang":"en","type":"article","venue":"Ulster University Research Portal (Ulster University)","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council; Queen's University; Queen's University Belfast","keywords":"Activated carbon; Rifampicin; Vancomycin; Antibiotics; Powdered activated carbon treatment","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03910179754981719,"gpt":0.2977847790588753,"spread":0.2586829815090582,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005875894,0.0002275898,0.0003156242,0.0003502043,0.0002112822,0.00002300263,0.0004351818,0.0001339859,0.0009820597],"category_scores_gemma":[0.00006387506,0.0001988538,0.00007846536,0.000780001,0.0004506793,0.0003270868,0.001307123,0.0004020071,0.0005365819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002565385,"about_ca_system_score_gemma":0.00001103147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006293542,"about_ca_topic_score_gemma":0.0000747869,"domain_scores_codex":[0.9974247,0.0005362161,0.0001464428,0.000624148,0.0006131447,0.0006553154],"domain_scores_gemma":[0.9986893,0.0003533294,0.00004676281,0.0003619119,0.00001944952,0.0005292802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001869547,0.0002073721,0.1604528,0.00008895514,0.00006213051,0.001323853,0.001006051,0.00004370749,0.8307105,0.0000317591,0.0004774129,0.003725959],"study_design_scores_gemma":[0.002508242,0.001833712,0.3452944,0.0001616895,0.00008781267,0.000004837528,0.001056279,0.0004788286,0.6312044,0.00003198448,0.0167862,0.0005517044],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9744749,0.000001091304,0.00000320892,0.0003760563,0.00007105163,0.0004718907,0.000120687,0.00005336092,0.02442778],"genre_scores_gemma":[0.991458,0.00003095542,0.00001608501,0.00006202185,0.00002034523,1.026823e-7,0.00004399734,0.00001542182,0.008353047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1995061,"threshold_uncertainty_score":0.9999312,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2907227581","doi":"","title":"Degradation study of magnesium alloys for development of resorbable bone fixation products","year":2018,"lang":"en","type":"article","venue":"Ulster University Research Portal (Ulster University)","topic":"Material Properties and Applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Queen's University; Queen's University Belfast","keywords":"Magnesium; Degradation (telecommunications); Fixation (population genetics); Materials science; Metallurgy; Chemistry; Computer science","authors":[{"name":"Jonathan Acheson","is_ca":false},{"name":"Stephen McKillop","is_ca":false},{"name":"Brian J. Meenan","is_ca":false},{"name":"Patrick Lemoine","is_ca":false},{"name":"Adrian Boyd","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08340893755351188,"gpt":0.2890182164841204,"spread":0.2056092789306085,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007634385,0.0001242768,0.000225692,0.000499732,0.0005071162,0.00003252028,0.0005189086,0.00007256994,0.0004357969],"category_scores_gemma":[0.00004029643,0.0001307098,0.00003884721,0.0007202423,0.0003143563,0.0005178415,0.0003925037,0.00007649009,0.00003349781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009394692,"about_ca_system_score_gemma":0.0002531162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003842719,"about_ca_topic_score_gemma":0.0006605982,"domain_scores_codex":[0.9982866,0.0001932611,0.0002652186,0.000440207,0.0004766371,0.0003380907],"domain_scores_gemma":[0.9979661,0.00005188442,0.0002123748,0.0004262224,0.001251526,0.00009192551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001582979,0.001088929,0.001593656,0.0003727818,0.00004178243,0.00002021529,0.005555178,0.000009793804,0.9841745,0.002739203,0.001740998,0.001079973],"study_design_scores_gemma":[0.003534046,0.002226421,0.004778059,0.00008569105,0.00009699207,0.000003397049,0.03064311,0.0001680674,0.8315812,0.00007169776,0.1263718,0.0004395482],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913695,0.000004156159,0.001195395,0.0001189449,0.00009756851,0.001190218,0.00004729236,0.00003099939,0.005945853],"genre_scores_gemma":[0.9767012,0.000002326983,0.002784463,0.000004313331,0.00005069761,0.000001601464,0.0000355632,0.00001120821,0.02040864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1525933,"threshold_uncertainty_score":0.5330191,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7154868301","doi":"","title":"Reconstructing the Newfoundland ice sheet through the last glacial cycle","year":2017,"lang":"en","type":"dissertation","venue":"Ulster University Research Portal (Ulster University)","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Ice sheet; Glacial period; Sea ice; Cryosphere; Wisconsin glaciation; Antarctic sea ice; Ice-sheet model","authors":[{"name":"Maureen McHenry","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03997612941053477,"gpt":0.27946879277724,"spread":0.2394926633667052,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00127749,0.0004025365,0.0004691256,0.0005852962,0.006266785,0.0003510141,0.003396638,0.0007007042,0.005927871],"category_scores_gemma":[0.0001781801,0.0003061109,0.0002951216,0.0007993871,0.002149226,0.001095865,0.0002340776,0.002812836,0.0009134016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002522546,"about_ca_system_score_gemma":0.0008281679,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007902442,"about_ca_topic_score_gemma":0.3735568,"domain_scores_codex":[0.9952307,0.00154823,0.0002386791,0.0008805744,0.0008400609,0.001261696],"domain_scores_gemma":[0.9966373,0.001191299,0.0003281052,0.001119576,0.0004693849,0.0002542716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007965709,0.0000274383,0.9873165,0.00008163796,0.0002719286,0.001988918,0.003208661,0.0000351168,0.000002339287,0.001486224,0.002498862,0.002285835],"study_design_scores_gemma":[0.002086896,0.0003889713,0.5024529,0.0002572042,0.0003266897,0.0003733008,0.09615648,0.0004166245,0.00002040182,0.001755085,0.3947491,0.001016351],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4605801,0.0001119821,0.000004199327,0.0007637877,0.0007191509,0.0004807615,0.000105239,0.0000371153,0.5371976],"genre_scores_gemma":[0.8332045,0.0003702,0.00003872259,0.00006517143,0.0002809328,2.335314e-7,0.0008596684,0.00001345588,0.1651671],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4848636,"threshold_uncertainty_score":0.9999391,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6925996001","doi":"10.21251/d8a870b2-660b-4923-9da9-b532543a775d","title":"Test 2","year":2018,"lang":"hu","type":"dataset","venue":"Ulster University Research Portal (Ulster University)","topic":"Infections and bacterial resistance","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"Test (biology); Relation (database); Component (thermodynamics); Test data; Noise (video)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02194294393357101,"gpt":0.2725463724501964,"spread":0.2506034285166254,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008432298,0.0008062891,0.0006978284,0.001672329,0.001766613,0.0002905187,0.002425407,0.001529814,0.00392967],"category_scores_gemma":[0.0002879186,0.001000211,0.0005816197,0.001718546,0.002088478,0.0001099707,0.002919939,0.001426332,0.001374815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004278881,"about_ca_system_score_gemma":0.001308331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006485879,"about_ca_topic_score_gemma":0.004584221,"domain_scores_codex":[0.9940068,0.0009196271,0.0003904762,0.001967062,0.0009918042,0.001724221],"domain_scores_gemma":[0.994965,0.0001964406,0.0003599822,0.002066438,0.001619551,0.0007925446],"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":[0.001185414,0.0007242952,0.0008886281,0.0002561785,0.0004688059,0.002995641,0.0000646457,0.000001272729,0.009843236,0.0001600784,0.9832042,0.0002075662],"study_design_scores_gemma":[0.00182949,0.001927351,0.0003937857,0.0002411663,0.0002268381,0.000063614,0.001249822,0.000004066101,0.001690881,0.00001080278,0.9913348,0.00102737],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0721314,0.0001636918,0.0002141391,0.0003707982,0.001739356,0.001635547,0.8132833,0.00008041227,0.1103814],"genre_scores_gemma":[0.06259266,0.004481998,0.0002358516,0.0001834654,0.00275412,0.000001141239,0.5554541,0.0001407062,0.374156],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2637746,"threshold_uncertainty_score":0.9997664,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2274453348","doi":"","title":"Introduction: Ten Propositions On The Possibility of A New Cinema","year":2014,"lang":"en","type":"book-chapter","venue":"Ulster University Research Portal (Ulster University)","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","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":"Movie theater; Turkish; Media studies; Interpretation (philosophy); Art; Political science; Visual arts; Sociology; Philosophy; Linguistics","authors":[{"name":"Murat Akser","is_ca":false},{"name":"Deniz Bayrakdar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06981582438394875,"gpt":0.2384499817664129,"spread":0.1686341573824642,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007185726,0.0003511193,0.0007397303,0.001501833,0.0005407789,0.00004412514,0.0008893923,0.0003292342,0.005225406],"category_scores_gemma":[0.000112935,0.0003543547,0.0004206807,0.0004277372,0.0008381151,0.000220867,0.000612505,0.0009820431,0.0009752914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003162586,"about_ca_system_score_gemma":0.0002226024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004322244,"about_ca_topic_score_gemma":0.0005078023,"domain_scores_codex":[0.9978098,0.00007991169,0.0004020982,0.0009284146,0.0002827107,0.0004970656],"domain_scores_gemma":[0.9975651,0.0002449314,0.0004281926,0.001128282,0.0003599109,0.000273596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002850145,0.00007834281,0.001068403,0.00009952048,0.0003666886,0.0001653607,0.0007259517,0.000003321498,0.000006837474,0.8567019,0.1401126,0.0003860649],"study_design_scores_gemma":[0.0008902195,0.0004544269,0.000832263,0.0001319186,0.00007287244,0.000009570859,0.001028999,0.00001157182,0.00002822137,0.009739222,0.9864112,0.0003895162],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003358569,0.0001350952,0.0002614614,0.01110741,0.0003768006,0.0008336478,0.0003392504,0.00006545118,0.9835223],"genre_scores_gemma":[0.03929001,0.0003174849,0.00006769518,0.00007902378,0.0006315894,3.095634e-7,0.00005107334,0.00004340402,0.9595194],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8469627,"threshold_uncertainty_score":0.9998909,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2265433308","doi":"","title":"Structural Woven Formwork","year":2012,"lang":"en","type":"article","venue":"Ulster University Research Portal (Ulster University)","topic":"Innovations in Concrete and Construction Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Composites Innovation Centre","keywords":"Formwork; Engineering; Work (physics); Construction engineering; Presentation (obstetrics); Engineering management; Architectural engineering; Engineering ethics; Civil engineering; Mechanical engineering","authors":[{"name":"Julie Soden","is_ca":false},{"name":"Remo Pedreschi","is_ca":false},{"name":"Peter Walker","is_ca":false},{"name":"Martin P. Ansell","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04235182322273627,"gpt":0.2543509694597523,"spread":0.211999146237016,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003479651,0.000196088,0.000205257,0.000917854,0.0004723144,0.00007351801,0.0005187406,0.0001829132,0.001849785],"category_scores_gemma":[0.00001410433,0.0002370497,0.00009991473,0.00129311,0.0002619129,0.001591966,0.0002759404,0.0004286508,0.0002502749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002363703,"about_ca_system_score_gemma":0.00005979047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003718723,"about_ca_topic_score_gemma":0.00002350785,"domain_scores_codex":[0.9982677,0.0001387247,0.0001568065,0.0002344311,0.0003994007,0.0008029871],"domain_scores_gemma":[0.9990144,0.00006975857,0.00004023998,0.0003891775,0.0002418293,0.0002445917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001151714,0.0001798489,0.2132038,0.0008128335,0.002047962,0.002417012,0.009158382,0.001013371,0.03700597,0.5688032,0.1276628,0.0365431],"study_design_scores_gemma":[0.00179878,0.0001050979,0.009419864,0.00008216499,0.00008268705,0.0001213734,0.01409722,0.0006891465,0.005192937,0.0002876793,0.9671251,0.000997919],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7448121,0.00002829216,0.0006383007,0.00005869869,0.0007989157,0.0002202897,0.00005542038,0.0002575411,0.2531304],"genre_scores_gemma":[0.984228,0.0000314052,0.0006301015,0.00002444071,0.0002597175,2.066114e-7,0.00004094368,0.00002498462,0.01476016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8394623,"threshold_uncertainty_score":0.9990627,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2281133880","doi":"","title":"‘Linen Diaspora’ 4th Biennale Internationale du Lin","year":2011,"lang":"fr","type":"article","venue":"Ulster University Research Portal (Ulster University)","topic":"Crafts, Textile, and Design","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":"Exhibition; Craft; Diaspora; Art history; Visual arts; Art; Sociology; History; Library science; Media studies; Political science; Law; Computer science","authors":[{"name":"Karen Fleming","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1324520836138203,"gpt":0.2504147288636976,"spread":0.1179626452498773,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.000905918,0.0005153236,0.000523257,0.00234495,0.00184006,0.0003142027,0.001712157,0.0003772494,0.03804336],"category_scores_gemma":[0.00005987449,0.0006371245,0.0004998128,0.0007850295,0.002850976,0.002460003,0.001136543,0.001152505,0.002429688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004818931,"about_ca_system_score_gemma":0.0004899786,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01289386,"about_ca_topic_score_gemma":0.009333059,"domain_scores_codex":[0.9954299,0.0007483675,0.0003795963,0.001037648,0.001065049,0.001339465],"domain_scores_gemma":[0.9965561,0.0003483951,0.0002387023,0.0007818087,0.001300993,0.000774006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001865897,0.002359962,0.0209833,0.0003470542,0.001072314,0.02035519,0.1164209,0.000009212324,0.00006616154,0.6886635,0.1429858,0.004870745],"study_design_scores_gemma":[0.001829218,0.0005508713,0.003279572,0.0002210077,0.0001897885,0.0000423596,0.08431728,0.0002119981,0.00007776362,0.0005524971,0.9080439,0.0006837407],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2485093,0.0005303261,0.0004650794,0.001535742,0.001480491,0.000665728,0.0007155602,0.0001651292,0.7459326],"genre_scores_gemma":[0.3750781,0.0008437143,0.0001400342,0.0001063798,0.0007240842,3.503172e-7,0.0001027663,0.00004637397,0.6229582],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7650581,"threshold_uncertainty_score":0.9998627,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6963252899","doi":"10.21251/dc112fe9-14de-4708-b84f-a782b6f4dac4","title":"Title of dataset record","year":2019,"lang":"en","type":"dataset","venue":"Ulster University Research Portal (Ulster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"Record linkage; Feature (linguistics); Sequence (biology); Identification (biology)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.09357084217261764,"gpt":0.3229781844204502,"spread":0.2294073422478326,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007031621,0.000458738,0.0007146374,0.004579042,0.0002376015,0.00005987903,0.002812096,0.0006460286,0.02624163],"category_scores_gemma":[0.00007224309,0.0005649617,0.0002981018,0.002524706,0.0007684881,0.0006945191,0.002255067,0.001574688,0.03423849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004377274,"about_ca_system_score_gemma":0.0007589857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008885611,"about_ca_topic_score_gemma":0.0009116218,"domain_scores_codex":[0.9956613,0.000720775,0.0002849022,0.001020655,0.001384868,0.0009275321],"domain_scores_gemma":[0.9962339,0.0002556907,0.0003594464,0.002194586,0.0005512364,0.0004050909],"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":[0.0003429394,0.0001981695,0.0001350882,0.0002867309,0.0002632236,0.00216731,0.0000263457,9.356962e-7,0.00005235546,0.0003043388,0.9961077,0.0001148705],"study_design_scores_gemma":[0.0009471171,0.0002153962,0.0000508366,0.0001509208,0.0001963071,0.0000150184,0.0006325917,0.000007222216,0.00002962614,0.000009282555,0.9972243,0.0005213736],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001912439,0.00001839304,0.000005730601,0.00004554453,0.0003633365,0.0005329081,0.863551,0.00004461606,0.1352472],"genre_scores_gemma":[0.0001598452,0.0001552291,0.00005767326,0.0000219956,0.00008965365,1.022573e-7,0.836999,0.00005481705,0.1624617],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0272145,"threshold_uncertainty_score":0.9996802,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3124901761","doi":"","title":"A systematic review of women's experiences of planning a homebirth in consultation with maternity care providers","year":2020,"lang":"en","type":"review","venue":"Ulster University Research Portal (Ulster University)","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","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":"Maternity care; Nursing; Medicine; Health care; Political science; Law","authors":[{"name":"Patricia Mackin","is_ca":false},{"name":"Maria Healy","is_ca":false},{"name":"Olufikayo Bamidele","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06587890040371229,"gpt":0.3724083209250612,"spread":0.3065294205213488,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005430451,0.0003168526,0.002438904,0.001459986,0.000102226,0.00001610811,0.0005339838,0.0001804261,0.0004547883],"category_scores_gemma":[0.000138326,0.0002683892,0.0003479994,0.001820783,0.0003968782,0.0003105625,0.0002962784,0.0006424848,0.0000129846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007249944,"about_ca_system_score_gemma":0.00110785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002908526,"about_ca_topic_score_gemma":0.00005475807,"domain_scores_codex":[0.9966671,0.0008423495,0.0007005857,0.0004912862,0.0007868146,0.0005117991],"domain_scores_gemma":[0.9976745,0.0002286411,0.0006939776,0.0003985428,0.0006305081,0.0003738483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003482053,0.00009976122,0.0002284899,0.9727342,0.0002532511,0.003536687,0.02124238,1.293949e-7,2.284644e-7,0.00006807743,0.0000222663,0.001466364],"study_design_scores_gemma":[0.0009327296,0.001023513,0.0000263747,0.7323772,0.000429408,0.0001154012,0.1542908,0.000002344022,0.000003258184,6.496376e-7,0.1105812,0.0002170612],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03440438,0.9540895,0.00002149619,0.00005031831,0.00006528041,0.005668082,0.0003895694,0.00004511487,0.005266255],"genre_scores_gemma":[0.02173314,0.9709604,0.00006140101,0.00002553287,0.00001498468,0.00002133058,0.000117523,0.00003189657,0.007033728],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2403569,"threshold_uncertainty_score":0.9999768,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2926365156","doi":"","title":"Tailored Degradation and Improved Biocompatibility of Magnesium Alloys for Resorbable Bone Fixation Products","year":2018,"lang":"en","type":"article","venue":"Ulster University Research Portal (Ulster University)","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China; Eidgenössische Technische Hochschule Zürich; Amt der NÖ Landesregierung; Ohio State University; Office of the President, University of California; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Biocompatibility; Magnesium; Fixation (population genetics); Degradation (telecommunications); Dentistry; Materials science; Metallurgy; Medicine; Population; Computer science","authors":[{"name":"Jonathan Acheson","is_ca":false},{"name":"Niamh Fullen","is_ca":false},{"name":"Zhigang Xu","is_ca":false},{"name":"Abhijit Roy","is_ca":false},{"name":"Stephen McKillop","is_ca":false},{"name":"Patrick Lemoine","is_ca":false},{"name":"Adrian Boyd","is_ca":false},{"name":"Brian J. Meenan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04722414431601167,"gpt":0.2663435664902606,"spread":0.219119422174249,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000868729,0.0001715822,0.000252773,0.00048346,0.0006464595,0.00007241009,0.0004849594,0.0001240076,0.0003852775],"category_scores_gemma":[0.0001074106,0.0001811316,0.0000645289,0.0008151426,0.0009068396,0.0008451408,0.0004367443,0.0001362665,0.00002596503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001020383,"about_ca_system_score_gemma":0.0002063296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008741252,"about_ca_topic_score_gemma":0.0007568298,"domain_scores_codex":[0.9979815,0.0002383687,0.0002307441,0.0007033716,0.0003652951,0.0004806776],"domain_scores_gemma":[0.9976264,0.0001079002,0.0001873917,0.0005811181,0.001322735,0.0001744615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001401687,0.0002773353,0.002601529,0.0004293433,0.00001937043,0.00001481912,0.0008273986,0.000002924049,0.9848373,0.006617447,0.002130717,0.0008401523],"study_design_scores_gemma":[0.007499581,0.003724468,0.01858352,0.0001226313,0.0002700502,0.00002138356,0.01726966,0.004249203,0.7232795,0.0007480647,0.2229611,0.00127084],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861084,0.00002010161,0.001565862,0.0008563834,0.00009353835,0.001413517,0.0001440971,0.00006702392,0.00973105],"genre_scores_gemma":[0.9719858,0.0000134796,0.003025698,0.00002447247,0.00008296414,0.000002111194,0.00006835024,0.00001502632,0.02478212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2615578,"threshold_uncertainty_score":0.7386332,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7000607590","doi":"","title":"ha ha - syzygetically speaking (Cathedral Quarter Arts Festival)","year":2023,"lang":"en","type":"other","venue":"Ulster University Research Portal (Ulster University)","topic":"Diversity and Impact of Dance","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Craft; Exposition (narrative); Photography","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.08475499328064828,"gpt":0.3374339205302628,"spread":0.2526789272496145,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007217258,0.0008009663,0.0009197223,0.004237317,0.0007153905,0.0002129648,0.002560008,0.0008674691,0.02630526],"category_scores_gemma":[0.00008638749,0.0009834577,0.0005942126,0.002162718,0.001430226,0.0008564962,0.001573815,0.002034996,0.01226678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005147015,"about_ca_system_score_gemma":0.0003524782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0040382,"about_ca_topic_score_gemma":0.00534261,"domain_scores_codex":[0.9934044,0.0008674872,0.0003160653,0.001773162,0.001504711,0.002134111],"domain_scores_gemma":[0.9962939,0.0004001539,0.0003436972,0.001646653,0.0003355345,0.0009800341],"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":[0.0006790792,0.0005346165,0.005057687,0.0001449669,0.001091393,0.03237934,0.002279624,0.000001362537,0.00002429372,0.0177431,0.9380802,0.001984331],"study_design_scores_gemma":[0.002385116,0.0005234809,0.003679624,0.000641629,0.0002368208,0.0000811541,0.01511444,0.000007293382,0.000007833439,0.00006692208,0.9761842,0.001071449],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003666932,0.00007048059,0.0002942662,0.0008599242,0.001505299,0.0009475446,0.0006441128,0.001236609,0.9907748],"genre_scores_gemma":[0.02787074,0.0001288101,0.0002109831,0.0001320147,0.0004804037,5.712909e-7,0.0001317243,0.000608188,0.9704366],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03810403,"threshold_uncertainty_score":0.9992616,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}