{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":77,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":77,"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":"1b0507fdbba7","filters":{"venue":"Pure (Coventry University)"}},"results":[{"id":"W7014609149","doi":"","title":"Public Policies for Food Sovereignty:Social Movements and the State","year":2017,"lang":"en","type":"article","venue":"Pure (Coventry University)","topic":"Agriculture, Land Use, Rural Development","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Manitoba","funders":"","keywords":"Food sovereignty; Sovereignty; Politics; Food systems; Food policy; Indigenous; State (computer science); Corporate governance","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04004006667593433,"gpt":0.1970060695921345,"spread":0.1569660029162002,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0001110002,0.0001242359,0.0001465687,0.00001091233,0.00164916,0.0002547534,0.0004828004,0.00006430863,0.00004280723],"category_scores_gemma":[0.00004289144,0.00004106401,0.00009183425,0.00008985122,0.0001472835,0.0002248113,0.0002765285,0.00007307882,0.000004294109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004051083,"about_ca_system_score_gemma":0.000009925816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001005675,"about_ca_topic_score_gemma":0.0007793242,"domain_scores_codex":[0.9992565,0.00003652494,0.00008456283,0.0001973858,0.0001415089,0.0002835211],"domain_scores_gemma":[0.9995756,0.00006916189,0.0001486153,0.00005801989,0.00007188509,0.00007674429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0004555799,0.0001180782,0.02931163,0.00002658247,0.0003092191,0.00001094863,0.0008020341,0.000001916976,0.0003520508,0.9202152,0.006162144,0.04223465],"study_design_scores_gemma":[0.002200865,0.0001275663,0.580079,0.00001281954,0.00003906209,0.000002700195,0.001427125,0.000019659,0.0002156495,0.09880265,0.3167519,0.0003210136],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868675,0.00005105035,0.00001208807,0.00454333,0.0001081063,0.0003938339,0.0002095352,0.00003399958,0.007780569],"genre_scores_gemma":[0.9937618,0.00007753178,0.00001580269,0.0002683826,0.0001584949,0.000002899231,0.00003514757,7.883908e-7,0.005679111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8214125,"threshold_uncertainty_score":0.9996505,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3176657038","doi":"10.1007/978-3-030-68972-8_1","title":"Introduction: International Entrepreneurship from Methodological Perspectives","year":2021,"lang":"en","type":"article","venue":"Pure (Coventry University)","topic":"International Business and FDI","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Entrepreneurship; Epistemology; Political science; Management science; Sociology; Regional science; Economics; Philosophy; Law","authors":[{"name":"Vahid Jafari‐Sadeghi","is_ca":false},{"name":"Hannan Amoozad Mahdiraji","is_ca":false},{"name":"Léo‐Paul Dana","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04323307059378672,"gpt":0.2370895391073465,"spread":0.1938564685135597,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000909306,0.000117419,0.0001355549,0.0001794744,0.0001197663,0.0001790114,0.0002849755,0.00006990401,0.01011726],"category_scores_gemma":[0.0003155064,0.0001246726,0.0001188429,0.0004098645,0.00004901458,0.0006664705,0.0002672117,0.000140732,0.000333685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008506413,"about_ca_system_score_gemma":0.00002530005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001009055,"about_ca_topic_score_gemma":0.00003021278,"domain_scores_codex":[0.9990989,0.00002808495,0.0001027681,0.0004067115,0.0002181411,0.0001453809],"domain_scores_gemma":[0.9992279,0.00006327631,0.0001016816,0.0001692712,0.0004252619,0.00001263718],"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":[0.000174411,0.0002156473,0.02793861,0.00001360219,0.0001889064,0.0005831582,0.00008338657,0.0003143199,0.00163412,0.9544368,0.01238986,0.002027188],"study_design_scores_gemma":[0.0005323327,0.000002373241,0.04282494,0.00001330175,0.00006953222,0.000009174676,0.001961621,0.0004790708,0.0002347132,0.008904783,0.9447674,0.0002007473],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5543245,0.0004471309,0.02719946,0.1018681,0.007998328,0.0002054684,0.00005809837,0.0004271401,0.3074718],"genre_scores_gemma":[0.971729,0.00006743537,0.00133142,0.001075016,0.01122581,7.477494e-7,0.0002984635,0.00001515662,0.01425691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.945532,"threshold_uncertainty_score":0.9907876,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3104770894","doi":"10.17863/cam.59608","title":"Chapter 2 - Chronology and stratigraphy of the valley systems (Temple landscapes Fragility, change and resilience of Holocene environments in the Maltese Islands)","year":2020,"lang":"en","type":"book-chapter","venue":"Pure (Coventry University)","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Magdalene College, University of Cambridge; Queen's University Belfast; European Commission; Queen's University; University of Cambridge","keywords":"Chronology; Stratigraphy; Geology; Archaeology; Paleontology; Geography","authors":[{"name":"Chris Hunt","is_ca":false},{"name":"Michelle Farrell","is_ca":false},{"name":"Katrin Fenech","is_ca":false},{"name":"Charles French","is_ca":false},{"name":"Rowan McLaughlin","is_ca":false},{"name":"Maarten Blaauw","is_ca":false},{"name":"Jeremy Bennett","is_ca":false},{"name":"Rory Flood","is_ca":false},{"name":"Sean Pyne-O’Donnell","is_ca":false},{"name":"Paula Reimer","is_ca":false},{"name":"Alastair Ruffell","is_ca":false},{"name":"A.J. Cresswell","is_ca":false},{"name":"T. Kinnaird","is_ca":false},{"name":"D.C.W. Sanderson","is_ca":false},{"name":"Sean Taylor","is_ca":false},{"name":"Caroline Malone","is_ca":false},{"name":"Simon Stoddart","is_ca":false},{"name":"Nicholas C. Vella","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03078206814458156,"gpt":0.1940561098600697,"spread":0.1632740417154881,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001913334,0.0001543336,0.0003074916,0.0001490069,0.0001086353,0.000006865605,0.0004033539,0.0002592808,0.0001938414],"category_scores_gemma":[0.00001124879,0.0001051349,0.00005484595,0.00007304734,0.0006194798,0.00006234028,0.00008546127,0.0003701947,0.000005650947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001199936,"about_ca_system_score_gemma":0.00002201546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000241044,"about_ca_topic_score_gemma":0.002238232,"domain_scores_codex":[0.9990488,0.0001426833,0.0001600902,0.0002939386,0.0001681194,0.0001864071],"domain_scores_gemma":[0.9993544,0.000191771,0.0001628351,0.0002294741,0.00001172118,0.00004985886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007496648,0.000007634034,0.9830968,0.0001152629,0.00004356562,0.00006729656,0.0003462994,0.00001631461,0.000002241924,0.0160813,0.000009960143,0.000138362],"study_design_scores_gemma":[0.0004883244,0.0002376433,0.9895757,0.00009677262,0.00006698189,0.00005756417,0.0004409362,0.0002803194,0.000006304444,0.00200248,0.006596693,0.0001502672],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8797693,0.009205242,0.000006533929,0.00106356,0.0001247876,0.0007633771,0.0003594561,0.000006960041,0.1087007],"genre_scores_gemma":[0.9955906,0.002513597,0.000005586995,0.00004630133,0.00001905805,2.798131e-7,0.00002769159,0.000002306093,0.001794561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1158213,"threshold_uncertainty_score":0.4287279,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2728905773","doi":"","title":"Professionalising the science of Digital Forensics - Policy Logging and audit-able record keeping as a Life-long record","year":2017,"lang":"en","type":"article","venue":"Pure (Coventry University)","topic":"Digital and Cyber Forensics","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kwantlen Polytechnic University","funders":"","keywords":"Audit; Logging; Audit trail; Business; Digital forensics; Computer security; Computer science; Accounting; Geography; Forestry","authors":[{"name":"Robert Bird","is_ca":false},{"name":"Diana Hintea","is_ca":false},{"name":"Mandeep Pannu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01925103744271186,"gpt":0.2369486268583205,"spread":0.2176975894156086,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002011458,0.0001376956,0.0001710442,0.0002040292,0.001250984,0.0008727165,0.001636109,0.00005046996,0.00000229115],"category_scores_gemma":[0.0003339111,0.0001146766,0.00007308455,0.0004672968,0.0008036165,0.00317655,0.001833995,0.0001587381,0.000006951953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000835337,"about_ca_system_score_gemma":0.000576869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002131428,"about_ca_topic_score_gemma":0.00003005218,"domain_scores_codex":[0.9987552,0.00001852779,0.0001444887,0.0003790614,0.0003281264,0.000374643],"domain_scores_gemma":[0.9986036,0.00008091685,0.0003058011,0.0006982494,0.0001374106,0.0001739809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004320153,0.00005844539,0.02366075,0.0000659145,0.00004870852,0.0001327893,0.0007485056,0.00004956748,0.0001875985,0.7602927,0.0004025622,0.2143092],"study_design_scores_gemma":[0.004609973,0.0008405743,0.1150706,0.002904641,0.0002115462,0.0004106013,0.005186605,0.03642661,0.007301787,0.7016287,0.1222887,0.003119678],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8483896,0.00006155625,0.02932658,0.007077194,0.0009457429,0.000293657,0.00001623571,0.0001157283,0.1137737],"genre_scores_gemma":[0.9962253,0.00002346114,0.001174124,0.0001459471,0.0000930165,2.545791e-7,0.000001249101,0.000006904512,0.002329754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2111895,"threshold_uncertainty_score":0.9621687,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2119934667","doi":"","title":"Organic Shrapnel and the Possibility of Violence","year":2013,"lang":"en","type":"article","venue":"Pure (Coventry University)","topic":"Hannah Arendt's Political Philosophy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Subversion; Rhetoric; Politics; Impulse (physics); Sociology; Political violence; Criminology; Political science; Social psychology; Law; Psychology; Philosophy","authors":[{"name":"Lindsay Anne Balfour","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009507495956160681,"gpt":0.2155148668219511,"spread":0.2060073708657905,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002358337,0.00006863009,0.000131112,0.00005117946,0.0002685623,0.00002654401,0.0003385766,0.00007005197,0.0005028984],"category_scores_gemma":[0.0002767449,0.00005504103,0.00005923461,0.0003395143,0.001203007,0.0002033754,0.0001232875,0.0001144036,0.00005141121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006248663,"about_ca_system_score_gemma":0.00009632909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002548609,"about_ca_topic_score_gemma":0.0002483521,"domain_scores_codex":[0.9990847,0.0002366215,0.00009318098,0.000165562,0.0001895104,0.0002304417],"domain_scores_gemma":[0.9992792,0.0002173593,0.0000571144,0.0001943314,0.0001059092,0.0001460969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002753449,0.00004120979,0.009063005,0.00001567572,0.00001985687,0.000004218183,0.00213582,7.176263e-7,0.0001300438,0.9875346,0.0001023137,0.0009250004],"study_design_scores_gemma":[0.002200247,0.00006574875,0.05545663,0.0001161693,0.0001165548,0.000001941884,0.01213573,0.0001302629,0.0003849154,0.9142073,0.01481787,0.0003665902],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8993974,0.0001220492,0.0002168326,0.007536604,0.0001004326,0.0003570501,0.00001005077,0.00004312723,0.09221642],"genre_scores_gemma":[0.9988241,0.0001038305,0.00003403973,0.0001689605,0.00006389343,3.777774e-7,5.903345e-7,0.000003559309,0.0008006739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09942664,"threshold_uncertainty_score":0.5506385,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W133118770","doi":"","title":"The relationships between groundwater discharge and the Lower Jordan River","year":2005,"lang":"en","type":"article","venue":"Pure (Coventry University)","topic":"Transboundary Water Resource Management","field":"Social Sciences","cited_by":1,"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":"","keywords":"Groundwater; Hydrology (agriculture); Geology; Discharge; Environmental science; Geography; Drainage basin; Geotechnical engineering; Cartography","authors":[{"name":"Efrat Farber","is_ca":false},{"name":"Avner Vengosh","is_ca":false},{"name":"Ittai Gavrieli","is_ca":false},{"name":"Amer Marie","is_ca":false},{"name":"Thomas D. Bullen","is_ca":false},{"name":"Bernhard Mayer","is_ca":true},{"name":"Ran Holtzman","is_ca":false},{"name":"Michal Segal‐Rozenhaimer","is_ca":false},{"name":"Uri Shavit","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01906261028408793,"gpt":0.216304388451578,"spread":0.1972417781674901,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007100218,0.00009247115,0.00009133267,0.00005746516,0.002907819,0.0002216314,0.0004321632,0.00005723823,0.00006966809],"category_scores_gemma":[0.00002854234,0.00005860933,0.00007558407,0.0002418961,0.00106779,0.000271501,0.000122978,0.0002339299,0.00007704069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001197593,"about_ca_system_score_gemma":0.00002570929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004575161,"about_ca_topic_score_gemma":0.002496975,"domain_scores_codex":[0.9987104,0.0004724126,0.00009346723,0.0001744035,0.0002573171,0.0002920056],"domain_scores_gemma":[0.9994012,0.0002351391,0.00004949565,0.0002000892,0.00002440307,0.00008964993],"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":[0.0001035334,0.00004786903,0.05583183,0.000005791244,0.0001328538,0.00001301086,0.02699914,0.00004347532,8.001712e-7,0.9115172,0.001496473,0.003807991],"study_design_scores_gemma":[0.0006362812,0.000008751921,0.02273126,0.000005730673,0.00007170446,3.31335e-7,0.003690304,0.0000158057,0.000001406788,0.002930708,0.9698177,0.00008999952],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.81385,0.0001959382,0.001540617,0.08311055,0.000217527,0.000732646,0.000009631549,0.000111217,0.1002318],"genre_scores_gemma":[0.9627498,0.0000949563,0.00005090391,0.00008255286,0.0002333775,8.982016e-7,0.000002926863,0.000007109023,0.03677747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9683213,"threshold_uncertainty_score":0.9983903,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2792875727","doi":"","title":"The re-indigenization of humanity to Mother Earth: a learning platform to cultivate social-ecological resilience and challenge the Anthropocene.","year":2018,"lang":"en","type":"article","venue":"Pure (Coventry University)","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan; University of Victoria","funders":"","keywords":"Anthropocene; Humanity; Indigenization; Environmental ethics; Resilience (materials science); Earth (classical element); Psychological resilience; Sociology; Environmental resource management; Ecology; Political science; Psychology; Biology; Philosophy; Anthropology; Environmental science; Social psychology","authors":[{"name":"Iain MacKinnon","is_ca":false},{"name":"Lewis Williams","is_ca":true},{"name":"Arianna Waller","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01356736662257346,"gpt":0.2187707278607812,"spread":0.2052033612382077,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001809395,0.0000935339,0.00007945223,0.00003540606,0.00122802,0.00002373008,0.0002638662,0.00005239426,0.0004164222],"category_scores_gemma":[0.00005148645,0.00006552338,0.00002457802,0.0003559453,0.0004542761,0.0001219969,0.0004568548,0.00009448316,0.0001023199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001702168,"about_ca_system_score_gemma":0.00000962181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001446548,"about_ca_topic_score_gemma":0.0003874275,"domain_scores_codex":[0.9992109,0.00005121292,0.0000875998,0.0002047175,0.0001778334,0.0002677488],"domain_scores_gemma":[0.9997071,0.0000432157,0.00005876418,0.0001095736,0.000009268124,0.00007209469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001311847,0.0007482886,0.7268471,0.00006653456,0.0002015891,0.0001056891,0.097978,0.006333814,0.01217608,0.04684342,0.008319533,0.0990681],"study_design_scores_gemma":[0.0002573757,0.0002586232,0.8237765,0.000008423736,0.00001308904,0.000001248099,0.01241778,0.0001317687,0.001174529,0.0004832145,0.1612919,0.0001855102],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9686575,0.000007001812,0.0002443705,0.001477276,0.00003163327,0.0002608932,0.000001494095,0.00001708625,0.02930276],"genre_scores_gemma":[0.9952962,0.00005909682,0.00008417401,0.0001640612,0.00003515829,0.000001041944,0.000001027193,0.000006476958,0.004352694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1529723,"threshold_uncertainty_score":0.9445062,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7112781995","doi":"","title":"Positioning Theory in Islamic Sermons::Online Messages to Parents.","year":2022,"lang":"en","type":"article","venue":"Pure (Coventry University)","topic":"Media, Religion, Digital Communication","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":"Islam; Position (finance); Theme (computing); Sermon; Islamic studies","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02040516221744517,"gpt":0.2077988009697551,"spread":0.18739363875231,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001410486,0.0001021018,0.0001193736,0.0003647976,0.0005230866,0.00007982811,0.0004462574,0.00002152609,0.0008135514],"category_scores_gemma":[0.00002666035,0.0001233502,0.00005761472,0.0002044087,0.00006693597,0.000217635,0.0003917595,0.0002286413,0.00003221048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002266667,"about_ca_system_score_gemma":0.00004819704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001616434,"about_ca_topic_score_gemma":0.001044999,"domain_scores_codex":[0.9991344,0.0002016736,0.0001246116,0.0001821966,0.0001721942,0.0001848992],"domain_scores_gemma":[0.9994932,0.00008679472,0.00006530531,0.0002776838,0.00004024697,0.00003674324],"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":[0.00007861227,0.0001650346,0.001012508,0.00001229233,0.0000234622,0.00005281315,0.008349494,0.0008725023,0.00004303297,0.9875293,0.001083519,0.0007773627],"study_design_scores_gemma":[0.002400161,0.0004042173,0.006112976,0.0002203424,0.0001429112,0.00002154135,0.04079859,0.0006838586,0.00009646653,0.4199325,0.5280586,0.001127758],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5544369,0.0003176217,0.0001218,0.001426669,0.0003091884,0.0003136024,0.0002213894,0.0001186822,0.4427341],"genre_scores_gemma":[0.9878372,0.00004875127,0.00002791839,0.0004007846,0.00005512275,0.000003271473,0.000245802,0.00001331976,0.01136783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5675969,"threshold_uncertainty_score":0.8907818,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7111764714","doi":"","title":"The Scottish Referendum 2014:An Historical and Comparative Study of referendums on secession and independence","year":2018,"lang":"fr","type":"book-chapter","venue":"Pure (Coventry University)","topic":"Political Systems and Governance","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":"Secession; Referendum; Independence (probability theory); First world war; Government (linguistics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.08368974991244113,"gpt":0.2789059106334028,"spread":0.1952161607209617,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003760465,0.0003125456,0.0005452521,0.00008720401,0.0009960805,0.00005832563,0.0004676589,0.0004551601,0.0001902064],"category_scores_gemma":[0.0000432477,0.0002550964,0.00006524613,0.0001094162,0.0009792309,0.0002497799,0.0002599666,0.0005945275,0.00002727526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007029838,"about_ca_system_score_gemma":0.0001202649,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01737333,"about_ca_topic_score_gemma":0.03123001,"domain_scores_codex":[0.9975837,0.0004366051,0.0002983309,0.0006040718,0.0006981951,0.0003791158],"domain_scores_gemma":[0.9982708,0.0003348673,0.0005067449,0.0003374582,0.0001888981,0.0003612867],"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":[0.0001811815,0.000192624,0.002624801,0.00003405605,0.00009139017,0.00003982693,0.003270227,7.441092e-7,0.000006514894,0.9906021,0.001375151,0.001581362],"study_design_scores_gemma":[0.0008413383,0.001679053,0.02897715,0.0004577562,0.00018044,0.000004113467,0.006501882,0.00001952376,0.000006127807,0.003740123,0.9571786,0.0004138875],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.715433,0.001186488,0.0000185364,0.0004894917,0.001074621,0.0006387076,0.0001038811,0.00002494917,0.2810304],"genre_scores_gemma":[0.8089853,0.0009850733,0.000007042362,0.00001973071,0.0002599564,5.360283e-7,0.000002613207,0.000009726353,0.18973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.986862,"threshold_uncertainty_score":0.9999901,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7111684596","doi":"","title":"Redefining Neuro-Inclusive, Stakeholder-Informed Language Assessment in UK Higher Education","year":2025,"lang":"en","type":"book-chapter","venue":"Pure (Coventry University)","topic":"Student Assessment and Feedback","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Formative assessment; Higher education; Equity (law); Accreditation; Quality (philosophy); Best practice; Educational assessment; Resource (disambiguation); Discourse analysis; Scope (computer science)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03523103187095834,"gpt":0.310098171155004,"spread":0.2748671392840457,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001822653,0.0002964764,0.0003546205,0.0007129404,0.0004086572,0.0001195492,0.0006214801,0.0004051106,0.002417484],"category_scores_gemma":[0.00003318698,0.0003699773,0.0001674016,0.0003148981,0.0001250058,0.0002189955,0.0003152848,0.0006082733,0.00004657415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001571332,"about_ca_system_score_gemma":0.002720617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008389227,"about_ca_topic_score_gemma":0.003213879,"domain_scores_codex":[0.9982668,0.00007046755,0.00024852,0.0004465144,0.0005759129,0.0003918557],"domain_scores_gemma":[0.9990022,0.0002120222,0.0002812635,0.0002938011,0.00008261449,0.0001280797],"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":[0.00002847635,0.00006210328,0.00592877,0.00004744896,0.00007805073,0.0001413981,0.002179393,0.000004848525,0.00000604954,0.9678749,0.02024511,0.003403408],"study_design_scores_gemma":[0.0005518635,0.00002375949,0.006854344,0.0003467407,0.000120551,2.843857e-7,0.006238306,0.00000341895,7.388633e-7,0.002068482,0.9834047,0.0003868283],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007157815,0.000207883,0.00001610044,0.002115001,0.001412738,0.0005174269,0.00002900111,0.00008839871,0.9948977],"genre_scores_gemma":[0.03967135,0.0006175692,0.0001724105,0.0004230822,0.0003370573,0.000002011812,0.0001421652,0.00002170264,0.9586126],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9658065,"threshold_uncertainty_score":0.9998752,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7111968077","doi":"","title":"Going home for the holidays can be challenging if you’re a young trans person – here’s how to prepare","year":2024,"lang":"en","type":"other","venue":"Pure (Coventry University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Perspective (graphical); Narrative; Work (physics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0273488300357596,"gpt":0.2212963219787469,"spread":0.1939474919429873,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002392098,0.000883958,0.0007313267,0.001758114,0.0003820581,0.0003019498,0.001331741,0.0006106904,0.0005597274],"category_scores_gemma":[0.00004660369,0.000857457,0.0007584486,0.001546277,0.0001157071,0.0001506423,0.0002158411,0.000647999,0.0003475217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001170173,"about_ca_system_score_gemma":0.0002390198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003287927,"about_ca_topic_score_gemma":0.007237668,"domain_scores_codex":[0.9966108,0.0001194431,0.0001592937,0.001380554,0.0005927209,0.001137155],"domain_scores_gemma":[0.9981745,0.00009909535,0.0002390113,0.001019828,0.00008973038,0.0003778422],"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":[0.0003394538,0.0001273217,0.0001666725,0.002793407,0.002811414,0.001107646,0.02106142,0.0006230136,0.0003300286,0.00898691,0.9610945,0.0005581893],"study_design_scores_gemma":[0.0009208607,0.00008857324,0.000019504,0.001478876,0.001401662,0.00002751822,0.02808442,0.0004395956,0.00001441848,0.00002053353,0.966515,0.0009890312],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007633776,0.009128021,0.008223997,0.01761164,0.003353099,0.007643985,0.01962456,0.003620651,0.9300306],"genre_scores_gemma":[0.06430946,0.000281158,0.0001976284,0.00008856058,0.0008652301,0.00002528923,0.0002175721,0.002052894,0.9319622],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06354608,"threshold_uncertainty_score":0.9993876,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7113545410","doi":"","title":"Realising potential: the role of critical pedagogies in teacher CPD","year":2023,"lang":"en","type":"other","venue":"Pure (Coventry 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":"Centre for Global Health Research","funders":"","keywords":"Transformative learning; Critical thinking; Disadvantage; Critical reflection; Professional development; Reflective practice; Critical pedagogy; Professional learning community; Educational research","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01663889796338969,"gpt":0.2544122121555661,"spread":0.2377733141921765,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002363271,0.0003326919,0.0004546453,0.001489784,0.00007685105,0.0000345317,0.0007959131,0.0004734285,0.001048459],"category_scores_gemma":[0.0002530295,0.0003151604,0.0002324355,0.001403531,0.0004453256,0.0001147467,0.0003841928,0.0006017435,0.0006386755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002746782,"about_ca_system_score_gemma":0.0001471105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002638503,"about_ca_topic_score_gemma":0.003456623,"domain_scores_codex":[0.998077,0.0003042085,0.000204779,0.0004724504,0.0004472551,0.0004943174],"domain_scores_gemma":[0.9988638,0.0001333096,0.0002149422,0.0006465723,0.00005598487,0.00008542263],"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":[0.0006993497,0.001646014,0.01528727,0.001086827,0.001412922,0.005286747,0.003635704,0.00102183,0.003522673,0.360862,0.598735,0.006803641],"study_design_scores_gemma":[0.0005551122,0.00002298837,0.001797721,0.0005467394,0.0003459413,0.000009890477,0.007381331,0.0001374237,0.00006461767,0.001085591,0.987605,0.000447647],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007792005,0.001140384,0.00009028396,0.0004211169,0.0003658615,0.0004107134,0.000511168,0.0009949484,0.9952863],"genre_scores_gemma":[0.0759199,0.0001557936,0.00008772309,0.00001662427,0.0003318336,0.00000113109,0.00005244635,0.00163394,0.9218006],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.38887,"threshold_uncertainty_score":0.99993,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7112675315","doi":"","title":"Braze head and method","year":2023,"lang":"en","type":"other","venue":"Pure (Coventry 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":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Brazing; Head (geology); Titanium; Coating; Welding; Soldering","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02020395664347759,"gpt":0.2593350501841253,"spread":0.2391310935406477,"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":[0.0001473029,0.0003813569,0.000460105,0.001740634,0.00008408477,0.00003812386,0.0003931324,0.0005070968,0.001832822],"category_scores_gemma":[0.00004828072,0.000460234,0.0001478021,0.001390652,0.0001069764,0.00008702472,0.0003408447,0.0003741563,0.005471786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002260912,"about_ca_system_score_gemma":0.00008814174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005091698,"about_ca_topic_score_gemma":0.002539254,"domain_scores_codex":[0.998363,0.0001797457,0.0001000104,0.0006629549,0.0002661122,0.0004281965],"domain_scores_gemma":[0.9989675,0.0000967037,0.0002024821,0.0004833366,0.00002738304,0.0002225868],"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":[0.00006165294,0.0000532727,0.0009387005,0.0001493655,0.0004840588,0.001177634,0.00006670941,0.000008920957,0.00007768258,0.04029608,0.9542766,0.002409344],"study_design_scores_gemma":[0.0008016574,0.00002165735,0.0004638103,0.0002369898,0.0002428806,0.00001521767,0.00009452426,0.00002728908,0.00001051528,0.000168625,0.9974714,0.0004454538],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004890543,0.0005203611,0.001252082,0.0001193933,0.0004211323,0.0003801978,0.0008238049,0.002566885,0.9938672],"genre_scores_gemma":[0.00003931053,0.0003222541,0.001849456,0.00004232918,0.0002433244,4.403328e-7,0.00005155823,0.001971309,0.99548],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0431948,"threshold_uncertainty_score":0.9997849,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7111559949","doi":"","title":"Disability Sport: A Vehicle for Social Change?","year":2013,"lang":"en","type":"book","venue":"Pure (Coventry University)","topic":"Disability Rights and Representation","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":"Variety (cybernetics); Globe; Order (exchange); Field (mathematics); Perspective (graphical); Disabled people","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0577805921710165,"gpt":0.288689227692797,"spread":0.2309086355217805,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002124734,0.000190467,0.0003141965,0.00006843295,0.0008888483,0.00008404445,0.0004160552,0.0005086462,0.0008959381],"category_scores_gemma":[0.00002647828,0.0001909249,0.0003630675,0.0001545094,0.001078047,0.0003468407,0.00008600616,0.0002009215,0.000089086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008909854,"about_ca_system_score_gemma":0.0003618197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001615636,"about_ca_topic_score_gemma":0.003352578,"domain_scores_codex":[0.9985943,0.00006774458,0.0001570464,0.0004531554,0.0003537596,0.0003739714],"domain_scores_gemma":[0.9991999,0.00008866917,0.0001898939,0.000215578,0.0001530042,0.0001529629],"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":[0.00006975114,0.0002206619,0.002146712,0.0001784203,0.00008559068,0.000009588075,0.006845992,7.658272e-7,0.000001182858,0.9408176,0.04274377,0.006879942],"study_design_scores_gemma":[0.0003159658,0.00001984868,0.002377816,0.00002331106,0.0001117424,9.96695e-8,0.001311159,0.000008881727,8.092416e-7,0.03052548,0.9650614,0.0002434788],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006960674,0.00006051153,0.00005776828,0.00869693,0.0009177821,0.002888101,0.0002564743,0.0001879338,0.9799739],"genre_scores_gemma":[0.02523306,0.00005958063,0.00003323108,0.00008051062,0.002115062,0.00001102897,0.0002270619,0.00002353791,0.9722169],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9223176,"threshold_uncertainty_score":0.9809894,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7113405082","doi":"","title":"Documentary &amp; Defiance","year":2023,"lang":"en","type":"book-chapter","venue":"Pure (Coventry University)","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Appeasement; Mainstream; Resistance (ecology); State (computer science); Race (biology); Refugee","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04579151140230606,"gpt":0.1914015982698355,"spread":0.1456100868675294,"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":[0.00008281125,0.0002829715,0.0005533342,0.0005047439,0.0001418569,0.00002462452,0.0003132974,0.0002529772,0.001488631],"category_scores_gemma":[0.00002487946,0.0003876366,0.0002885424,0.0001171635,0.00008691173,0.0001073497,0.0002518315,0.0003192924,0.008529173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002451211,"about_ca_system_score_gemma":0.00003111756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006624611,"about_ca_topic_score_gemma":0.0005391598,"domain_scores_codex":[0.9988237,0.000003209402,0.0002756204,0.0005424233,0.00005289175,0.0003021415],"domain_scores_gemma":[0.999108,0.00005295548,0.0003062098,0.0003918333,0.00002665904,0.00011431],"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":[0.0000203393,0.00001167291,0.001596737,0.00007546628,0.0002554158,0.0001722069,0.0001038259,0.000008496382,5.355055e-7,0.9419493,0.05552043,0.0002855863],"study_design_scores_gemma":[0.000347697,0.00001599597,0.0003388211,0.00007826654,0.00004522513,0.000003086473,0.00003683575,0.000001889176,6.129943e-7,0.06632919,0.9324415,0.0003608296],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002029038,0.002724231,0.0001732295,0.001174189,0.001369405,0.0002154423,0.0005900531,0.0001351298,0.9934154],"genre_scores_gemma":[0.0007906356,0.008004834,0.00009764522,0.0001721976,0.0002865071,8.577724e-7,0.0001642219,0.00005803198,0.9904251],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8769211,"threshold_uncertainty_score":0.9998575,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7113068677","doi":"","title":"Integration of Telecollaboration in the Language Teacher Education Curriculum::Critical Insights from Teacher Educators from Türkiye, Brazil, and the UK","year":2023,"lang":"en","type":"book-chapter","venue":"Pure (Coventry University)","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Transformative learning; Curriculum; Teacher education; Foreign language; Communicative competence; Intercultural competence; Competence (human resources); Teaching method; Set (abstract data type)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01257800606003032,"gpt":0.2291726053382922,"spread":0.2165945992782619,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001883673,0.0002169518,0.0002644154,0.000266323,0.0002922209,0.0001595817,0.0002649906,0.0001900576,0.0008550482],"category_scores_gemma":[0.0001572991,0.0001495794,0.0000958153,0.00006875773,0.0003162908,0.0001653341,0.00005613399,0.0008214554,0.00003681924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009395985,"about_ca_system_score_gemma":0.0001544262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005915694,"about_ca_topic_score_gemma":0.01162697,"domain_scores_codex":[0.9988872,0.0002723166,0.0002146849,0.000287946,0.0002174758,0.0001203522],"domain_scores_gemma":[0.9990571,0.0003719894,0.000185797,0.0002600139,0.00008936069,0.00003580536],"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":[0.00003803879,0.00008701049,0.0004045967,0.00001786152,0.00005919088,0.00001038905,0.08892006,0.000002807642,0.00001543033,0.902833,0.004625334,0.002986282],"study_design_scores_gemma":[0.001214219,0.00007249719,0.002940032,0.0009473343,0.0006612017,0.00000174792,0.2891371,0.0002595054,0.000009083138,0.04808078,0.6560315,0.0006450514],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3012422,0.002089972,0.00005396107,0.001985263,0.001100173,0.0005782154,0.0001228701,0.00009078312,0.6927366],"genre_scores_gemma":[0.7635394,0.0001121458,0.00002505217,0.000142234,0.0009680625,0.000002865306,0.0004564095,0.00003098757,0.2347228],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8547522,"threshold_uncertainty_score":0.9362178,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7111673824","doi":"","title":"Soldering tip and method","year":2023,"lang":"en","type":"other","venue":"Pure (Coventry 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":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Soldering; Coating; Nozzle; Printed circuit board; Electroplating; Carbon steel","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0177530369955629,"gpt":0.2338564947067452,"spread":0.2161034577111823,"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":[0.0001322624,0.000335805,0.0003868895,0.001545451,0.00008557774,0.00003839566,0.0003335419,0.000406869,0.001150421],"category_scores_gemma":[0.00003754552,0.0004149806,0.0001197654,0.001019922,0.00007488862,0.00008251806,0.0003532204,0.0003251193,0.002945716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001961918,"about_ca_system_score_gemma":0.00006008593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002394095,"about_ca_topic_score_gemma":0.0008473037,"domain_scores_codex":[0.9986073,0.0001126583,0.00008807074,0.0005739729,0.000220423,0.0003975847],"domain_scores_gemma":[0.9991581,0.00007341867,0.0001795508,0.0003917103,0.00002020699,0.0001769405],"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":[0.00005444628,0.00005146821,0.001001619,0.0003272413,0.0007746106,0.001883805,0.0001466483,0.00004276783,0.0003917923,0.03322275,0.9579332,0.004169605],"study_design_scores_gemma":[0.0005388917,0.00001190758,0.0001976069,0.0002523786,0.0002213542,0.0000132422,0.0001438924,0.00007369475,0.00002231544,0.00007748214,0.9980356,0.0004116346],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003375776,0.0003922319,0.003083769,0.00006560535,0.0003939444,0.0003119381,0.000348479,0.002614054,0.9927562],"genre_scores_gemma":[0.00006773655,0.0003018535,0.002183554,0.00001848149,0.0002325312,4.361853e-7,0.00002673796,0.001920285,0.9952484],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04010235,"threshold_uncertainty_score":0.9998302,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7112798134","doi":"","title":"Bridging the Gap: Exploring the Potential of Virtual Reality for Supporting Autistic Individuals in Interview and Recruitment Processes Autism, Sage impact factor 6.3","year":2024,"lang":"en","type":"article","venue":"Pure (Coventry University)","topic":"Focus Groups and Qualitative Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Bridging (networking); Virtual reality; Dyad; Autistic spectrum disorder; Autism","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.2618036241959805,"gpt":0.4190572230079663,"spread":0.1572535988119858,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002558599,0.0001164253,0.0001957434,0.0001232553,0.0003842408,0.0001134884,0.0002628489,0.00004585205,0.00004970587],"category_scores_gemma":[0.0004259954,0.0000777738,0.0001095543,0.0006259091,0.0002555176,0.0003014983,0.0001228966,0.0001736089,6.270986e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001756471,"about_ca_system_score_gemma":0.0002405318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007248932,"about_ca_topic_score_gemma":0.0005888459,"domain_scores_codex":[0.9981554,0.0008729576,0.0002211338,0.0002325793,0.0002188798,0.000299047],"domain_scores_gemma":[0.9987519,0.0009190934,0.0001309476,0.000104599,0.00003847466,0.00005497133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006521762,0.00008987314,0.003899991,0.0009204512,0.0002769706,0.00006793717,0.1501341,0.0001754659,0.0002654656,0.2465835,0.0002105688,0.5973104],"study_design_scores_gemma":[0.002376073,0.001069655,0.2187949,0.004478521,0.000965027,0.00001982517,0.3530794,0.006712157,0.000710047,0.05374252,0.3565692,0.001482704],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8184416,0.002009833,0.1659545,0.009416031,0.0005573661,0.001924858,0.0004526695,0.00009705329,0.001146171],"genre_scores_gemma":[0.9988992,0.0003660834,0.000205164,0.00002409347,0.00006813806,0.00001033367,0.000005265314,0.000008948935,0.0004127623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5958276,"threshold_uncertainty_score":0.3171524,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7113153640","doi":"","title":"Multicultural Realities: The Experiences of Young Immigrants in Canada, Australia and England","year":2024,"lang":"en","type":"article","venue":"Pure (Coventry University)","topic":"Youth Education and Societal Dynamics","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":"Immigration; Multiculturalism; Ethnic group; Identity (music); Qualitative research","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01983196239395708,"gpt":0.2573285743326156,"spread":0.2374966119386585,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008897448,0.00004402956,0.00006068396,0.00003063,0.0001405986,0.00003161968,0.0001208849,0.00003276285,0.00005579065],"category_scores_gemma":[0.00002779542,0.00003419368,0.00002316336,0.0002740767,0.0001647444,0.0001069885,0.00001684827,0.00007436587,8.687387e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002069756,"about_ca_system_score_gemma":0.0003378718,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9043972,"about_ca_topic_score_gemma":0.9747745,"domain_scores_codex":[0.9995225,0.00006699033,0.0000622548,0.00009092699,0.000133061,0.0001242555],"domain_scores_gemma":[0.9997955,0.00007137983,0.00002059614,0.00004361727,0.00002238166,0.00004650242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000005704604,0.000007964142,0.0244591,0.00002356685,0.00001458092,0.00002386683,0.9260796,0.00001454089,0.00001058198,0.04883692,0.000366238,0.0001573905],"study_design_scores_gemma":[0.00009129401,0.000003240111,0.02594614,0.00002700648,0.000009151024,7.540312e-7,0.9486737,0.0002391829,0.000004295555,0.00004239599,0.02490619,0.00005666583],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964142,0.000106876,0.000002161809,0.0006639113,0.0005042136,0.00007931503,0.00001331186,0.000007367307,0.002208607],"genre_scores_gemma":[0.9899043,0.0001099292,0.000006403089,0.00001606335,0.00003153758,4.932939e-7,0.000002604499,0.000001330418,0.009927343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07037736,"threshold_uncertainty_score":0.1394378,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7111520263","doi":"","title":"The Bradford 12 - An Obstinate Memory","year":2024,"lang":"en","type":"book-chapter","venue":"Pure (Coventry University)","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Praxis; Diaspora; Filmmaking; Resistance (ecology); TRACE (psycholinguistics); Politics; Economic Justice; State (computer science)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02965401627366812,"gpt":0.1804668141723525,"spread":0.1508127978986844,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001344385,0.0002799605,0.0004153606,0.0003057115,0.0003072355,0.00007795489,0.0004345875,0.000230241,0.0004389595],"category_scores_gemma":[0.00002494376,0.0002779159,0.0002713565,0.0000699612,0.0001497725,0.0001169431,0.0002436213,0.0004344563,0.001311295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001980767,"about_ca_system_score_gemma":0.00003811369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000043958,"about_ca_topic_score_gemma":0.0003688695,"domain_scores_codex":[0.9988791,0.000004168537,0.0002631405,0.0005035207,0.00005045889,0.0002995865],"domain_scores_gemma":[0.9990962,0.00007656089,0.0002323893,0.0004472848,0.00002764865,0.0001199258],"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":[0.00002129165,0.000009771015,0.0001042421,0.00005923057,0.0002227886,0.0002077276,0.0001691927,0.00000465786,3.860254e-7,0.988499,0.00923724,0.001464512],"study_design_scores_gemma":[0.0001948007,0.0000381796,0.00009602682,0.00005344419,0.00006613003,0.000005445576,0.0001589878,0.00003622859,0.000001062665,0.1107503,0.8883151,0.0002842678],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000213798,0.01088854,0.00003790786,0.00125511,0.001934364,0.0002139543,0.000293187,0.00009073269,0.9850724],"genre_scores_gemma":[0.003225606,0.006149186,0.00001708927,0.00008937839,0.0004155968,8.102435e-7,0.00004265305,0.00005094567,0.9900087],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8790779,"threshold_uncertainty_score":0.9999673,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7113217329","doi":"","title":"Global connections:A postgraduate researcher’s perspective on international conferences","year":2024,"lang":"en","type":"other","venue":"Pure (Coventry University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Perspective (graphical); Key (lock); Field (mathematics); Government (linguistics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04302665494924655,"gpt":0.3112646361053413,"spread":0.2682379811560947,"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":[0.0001418919,0.0004485783,0.0003522863,0.002059691,0.00009718791,0.0001911165,0.0009566082,0.0004245429,0.007192795],"category_scores_gemma":[0.0001782105,0.0004912939,0.0002819997,0.001662591,0.0003351733,0.0001042162,0.0003473369,0.0006696072,0.02053481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003346112,"about_ca_system_score_gemma":0.0005935726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003067755,"about_ca_topic_score_gemma":0.004192294,"domain_scores_codex":[0.9974131,0.0002236424,0.0001360359,0.0009848815,0.0007850812,0.0004572645],"domain_scores_gemma":[0.9987872,0.0000541303,0.0001879065,0.0004330272,0.0003173779,0.0002204108],"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":[0.000159072,0.00009463661,0.0001523529,0.00002407936,0.0007415231,0.0006020772,0.00005284105,0.000007719939,0.000004458987,0.4913937,0.5067076,0.00005997136],"study_design_scores_gemma":[0.0006874319,0.0001056998,0.0002637965,0.0005253633,0.00018741,0.00002537493,0.002586991,0.00004494514,0.000004271528,0.007334824,0.9877782,0.0004556822],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00006374616,0.0005088669,0.00006691353,0.002856178,0.001714276,0.0004558905,0.006030666,0.000899783,0.9874037],"genre_scores_gemma":[0.01760703,0.0002597538,0.0000541249,0.00006308476,0.0006069144,0.00000197045,0.0002736472,0.0004127569,0.9807207],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4840589,"threshold_uncertainty_score":0.9997539,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7024404471","doi":"","title":"The Situation of Children in Immigrant Families in the United Kingdom","year":2009,"lang":"en","type":"book","venue":"Pure (Coventry University)","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Immigration; Kingdom; Census; Refugee; Population; Country of origin; Quarter (Canadian coin)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01966634136417301,"gpt":0.2527797830934361,"spread":0.2331134417292631,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003607773,0.0001892163,0.0002441851,0.0007450761,0.0001401003,0.00001467853,0.0005341183,0.0003221807,0.00005756207],"category_scores_gemma":[0.00002599661,0.0001428624,0.0001052507,0.0007023254,0.00009511141,0.0000469194,0.00002446836,0.0005600643,0.00002513444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001674174,"about_ca_system_score_gemma":0.0001992873,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003906053,"about_ca_topic_score_gemma":0.01837134,"domain_scores_codex":[0.998595,0.0003385531,0.0003047472,0.0002576321,0.0002167605,0.0002873252],"domain_scores_gemma":[0.9989153,0.0002879373,0.000279043,0.0004224955,0.00005712945,0.00003812123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0009027816,0.0004811751,0.02373001,0.0001046956,0.0002120831,0.0002229363,0.03321851,0.0003282226,0.000003754977,0.8915263,0.0405894,0.008680137],"study_design_scores_gemma":[0.002579363,0.0001868708,0.5146781,0.0002438216,0.000126191,0.00001613657,0.005356619,0.00003532519,0.000002537521,0.005793955,0.4706338,0.0003472558],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5262211,0.001469521,0.0001419248,0.00229849,0.0004312918,0.002274814,0.000121911,0.00005695128,0.466984],"genre_scores_gemma":[0.7898588,0.001243033,0.00001621553,0.0007847763,0.0002493153,0.000004534605,0.001124267,0.000033909,0.2066852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8857324,"threshold_uncertainty_score":0.9995408,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7113003576","doi":"","title":"Crossing borders and boundaries:Positioning joint doctoral degrees as a capacity building initiative","year":2024,"lang":"en","type":"article","venue":"Pure (Coventry University)","topic":"Doctoral Education Challenges and Solutions","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Transformative learning; Diversity (politics); Higher education; Equity (law); Underpinning; Curriculum; General partnership; Joint (building); Capstone; Curriculum development","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.2038154099516817,"gpt":0.4427655629993695,"spread":0.2389501530476878,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0001949811,0.0001537815,0.0001798588,0.0002697129,0.003903964,0.0003278513,0.00009654347,0.0001649921,0.000493279],"category_scores_gemma":[0.0001193074,0.0001655949,0.0000774287,0.0004374755,0.0003902164,0.0005335406,0.0001349617,0.0006343923,0.00006625486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005110395,"about_ca_system_score_gemma":0.001177578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009715296,"about_ca_topic_score_gemma":0.0005209841,"domain_scores_codex":[0.9987344,0.0001983282,0.0001929879,0.0003261232,0.0001465286,0.0004017035],"domain_scores_gemma":[0.999265,0.0001870859,0.00008381304,0.0001303797,0.0001420171,0.0001916982],"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":[0.00006233382,0.00007682871,0.005416395,0.0006079924,0.0002080275,0.0001345269,0.04960289,0.0001007079,0.0005992094,0.9364107,0.004797205,0.001983219],"study_design_scores_gemma":[0.0005857105,0.00007074981,0.009413885,0.001053865,0.000118385,0.00001530676,0.03703546,0.001389085,0.00003199648,0.006714404,0.9432128,0.0003583232],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9501558,0.00155458,0.005896016,0.008570627,0.002003617,0.0004095596,0.00009083235,0.0003337743,0.03098519],"genre_scores_gemma":[0.994978,0.0001365437,0.001088869,0.0003259848,0.00025839,0.000003500046,0.00001956225,0.00001837204,0.003170813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9384156,"threshold_uncertainty_score":0.9973928,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7113021986","doi":"","title":"Transforming Doctorate Education: Views from Supervisors","year":2024,"lang":"en","type":"article","venue":"Pure (Coventry University)","topic":"Doctoral Education Challenges and Solutions","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Curriculum; Higher education; Professional development; Doctoral studies; Curriculum development; Transformative learning; Mentorship; Faculty development","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1787391428317629,"gpt":0.4542930098872673,"spread":0.2755538670555043,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000117403,0.0001386895,0.0001621579,0.0002164302,0.0006232387,0.0000289962,0.0002161252,0.0001672591,0.005054226],"category_scores_gemma":[0.00001817643,0.0001401382,0.0001222316,0.0005601007,0.00003577998,0.0003655454,0.00004621661,0.0004766789,0.001270381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000342813,"about_ca_system_score_gemma":0.001219958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006051103,"about_ca_topic_score_gemma":0.000611447,"domain_scores_codex":[0.9988658,0.0001725903,0.0002141434,0.0003031891,0.0001276137,0.0003166651],"domain_scores_gemma":[0.999276,0.0001557704,0.00004265461,0.0002327069,0.00009611414,0.0001966982],"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":[0.00007709623,0.0004470119,0.007403233,0.0008999654,0.0002847546,0.00007828882,0.04890562,0.00004814874,0.00068145,0.7438356,0.1585837,0.03875511],"study_design_scores_gemma":[0.0001627898,0.00001157017,0.001142111,0.0002920075,0.00006077471,6.981003e-7,0.02129156,0.0001110855,0.000007515045,0.001394435,0.9753761,0.0001493519],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6326528,0.01225208,0.00419743,0.03290362,0.01484515,0.001406437,0.0003817769,0.0008002368,0.3005604],"genre_scores_gemma":[0.8736145,0.002107101,0.0004088998,0.0009384454,0.001619551,0.00001614631,0.0002647796,0.00003901533,0.1209915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8167924,"threshold_uncertainty_score":0.9995072,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7113646333","doi":"","title":"Connectedness and communal thinking in a virtual borderland: Flourishing against the normative","year":2023,"lang":"en","type":"article","venue":"Pure (Coventry University)","topic":"Posthumanist Ethics and Activism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Flourishing; Scholarship; Social connectedness; Situated; Normative; Affordance; Autoethnography; Impermanence","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02323235424215033,"gpt":0.2604579436962098,"spread":0.2372255894540595,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000737199,0.00007319075,0.00009937303,0.0001387801,0.00140131,0.0001384511,0.0003521602,0.00008800056,0.00001305768],"category_scores_gemma":[0.0001238923,0.00006572755,0.00003149957,0.0006286309,0.0002412066,0.0002311068,0.0001906864,0.0003956037,0.000008814683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000883937,"about_ca_system_score_gemma":0.0001120094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001407116,"about_ca_topic_score_gemma":0.00837963,"domain_scores_codex":[0.9990233,0.0003257258,0.00006917339,0.0001226079,0.0002149695,0.0002441999],"domain_scores_gemma":[0.9992995,0.000458013,0.00005855885,0.00009555308,0.0000368636,0.00005156911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004430422,0.00004666582,0.008962525,0.00001438671,0.00004601795,0.0002493817,0.2384325,0.0003543781,0.0000843536,0.746745,0.0004162708,0.004604139],"study_design_scores_gemma":[0.002185483,0.00007827111,0.0450888,0.00032076,0.00004851865,0.000003728481,0.5150703,0.004032812,0.00004469581,0.04628211,0.3861714,0.0006731714],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.949841,0.00003762278,0.0001325883,0.006582041,0.0001670376,0.0001520701,0.00001230121,0.00009259779,0.04298273],"genre_scores_gemma":[0.9981412,0.0002588835,0.000005285593,0.0002892961,0.00005249614,4.013023e-7,0.000007689539,0.000005096094,0.001239703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.700463,"threshold_uncertainty_score":0.9998987,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7112190637","doi":"","title":"UK-Portugal Transnational Education","year":2024,"lang":"en","type":"article","venue":"Pure (Coventry University)","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Portuguese; SWOT analysis; General partnership; Context (archaeology); Higher education; Scope (computer science)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01089163641557575,"gpt":0.2644651787435515,"spread":0.2535735423279758,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001094611,0.00005468426,0.00004701263,0.0001314246,0.000230455,0.0000701933,0.0001349787,0.00005641324,0.002058204],"category_scores_gemma":[0.00001137643,0.00006404934,0.00004896864,0.0005253227,0.00005077371,0.0002281747,0.000008949472,0.00007566484,0.0001151572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000344978,"about_ca_system_score_gemma":0.002381838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001278698,"about_ca_topic_score_gemma":0.0002786599,"domain_scores_codex":[0.9993449,0.00003359289,0.00006438598,0.0001600074,0.0002585457,0.0001385238],"domain_scores_gemma":[0.9997282,0.00003191538,0.00002101611,0.00005801934,0.00006852624,0.00009229755],"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":[0.00000348933,0.00003936017,0.003072594,0.000008918266,0.00001492481,0.00001113487,0.003887207,0.000004750057,0.00001244176,0.9627556,0.02464186,0.00554777],"study_design_scores_gemma":[0.00004821879,0.000003074335,0.01107397,0.00001570091,0.00001175933,8.054532e-7,0.002059196,0.000005106694,0.00001217334,0.00344083,0.9832464,0.00008272558],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1015212,0.0006633374,0.003177473,0.05067479,0.004935208,0.0003048396,0.00002607642,0.0002737218,0.8384233],"genre_scores_gemma":[0.8548133,0.0001038187,0.0003085205,0.0002131529,0.0002776296,0.000001078151,0.00002167724,0.000004351965,0.1442565],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9593147,"threshold_uncertainty_score":0.998854,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7113663943","doi":"","title":"Learning about and from Normative Power China in International Education Cooperation","year":2024,"lang":"en","type":"article","venue":"Pure (Coventry University)","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Normative; Power (physics); European union; Normative social influence; China; International relations; International education; Higher education","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.006016180919963047,"gpt":0.2552296400125226,"spread":0.2492134590925595,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009452871,0.00004746203,0.00004566255,0.0001311549,0.0001472181,0.0001052299,0.00008104717,0.00004457475,0.0005528314],"category_scores_gemma":[0.00004795674,0.00005460412,0.000014062,0.0002954797,0.00004343574,0.0004650394,0.00002273348,0.0001137206,0.00004850294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003014229,"about_ca_system_score_gemma":0.0004732295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001690775,"about_ca_topic_score_gemma":0.0007951653,"domain_scores_codex":[0.9995252,0.00006222751,0.00006435128,0.0001361155,0.0001286654,0.00008342613],"domain_scores_gemma":[0.9998154,0.00003320436,0.00002776823,0.00003018195,0.00005094876,0.0000424731],"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":[0.00004517164,0.0001899325,0.1689793,0.0000195992,0.00008034334,0.00003936261,0.3704413,0.0002380799,0.0001564533,0.4052126,0.009979414,0.04461846],"study_design_scores_gemma":[0.0001023521,0.000005634708,0.1565917,0.00007828615,0.000004584835,2.853961e-7,0.01363755,0.00009594081,0.00001139068,0.000639861,0.8287511,0.0000812759],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8707878,0.0003604268,0.0005616085,0.004394879,0.001442699,0.0001047875,0.000007322673,0.00004774627,0.1222927],"genre_scores_gemma":[0.9740525,0.0004482654,0.0001681251,0.00008866035,0.0001039495,8.838248e-7,0.00003100664,0.000003007319,0.02510364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8187717,"threshold_uncertainty_score":0.6053116,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7112582043","doi":"","title":"Improving Multi-Sensor Non-Invasive Glucose Detection through AI:A Domain Generalization Approach","year":2024,"lang":"en","type":"article","venue":"Pure (Coventry University)","topic":"Spectroscopy Techniques in Biomedical and Chemical Research","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":"McGill University","funders":"","keywords":"Interpretability; Generalization; Mean squared error; Range (aeronautics); Domain (mathematical analysis); Mean absolute error; Approximation error; Generalization error","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01024404183052029,"gpt":0.2611424209021223,"spread":0.250898379071602,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008333567,0.0001491234,0.0001055606,0.00009261192,0.0001149206,0.0000489257,0.0002328619,0.0002811491,0.0000277388],"category_scores_gemma":[0.00005853962,0.0001462896,0.0001203988,0.0003925634,0.0001266463,0.00001457957,0.0001961244,0.0002248673,0.00001073891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001215658,"about_ca_system_score_gemma":0.0001001625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000398454,"about_ca_topic_score_gemma":0.00001263549,"domain_scores_codex":[0.9989001,0.00004444074,0.0001063236,0.000476488,0.0001796768,0.0002929387],"domain_scores_gemma":[0.9995654,0.00001241827,0.00003016635,0.0002251966,0.00006411716,0.0001026632],"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":[0.0000683849,0.00007170931,0.00007703223,0.0001192314,0.00004889592,0.00004652125,0.00003333581,0.00001138341,0.996181,0.0007647887,0.0008834762,0.001694273],"study_design_scores_gemma":[0.000333366,0.0001154349,0.00002416307,0.00002659468,0.00002376215,0.00001621519,0.0001138189,0.003005508,0.8936202,0.0002298325,0.1023066,0.0001845286],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1651846,0.0004834137,0.8306816,0.0001385999,0.0001515194,0.0002371848,0.00002316627,0.00009678348,0.003003127],"genre_scores_gemma":[0.959625,0.001195836,0.03137041,0.0002920843,0.0005737462,0.000009580749,0.0003387747,0.00004690681,0.006547642],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7993112,"threshold_uncertainty_score":0.5965518,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7111770899","doi":"","title":"Refugee children authors and illustrators of albums","year":2019,"lang":"fr","type":"article","venue":"Pure (Coventry University)","topic":"Themes in Literature Analysis","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":"Refugee; Nova scotia; Immigration; Human science","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.004868656602942373,"gpt":0.171731571017063,"spread":0.1668629144141206,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001085381,0.0002279409,0.0003605715,0.0003289151,0.0001856214,0.00009311034,0.0002919326,0.000213473,0.003300962],"category_scores_gemma":[0.0000119701,0.0002491495,0.0002159502,0.0002352769,0.0004798696,0.0003818809,0.0001614878,0.0003097755,0.00008348367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007593767,"about_ca_system_score_gemma":0.00004809236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002388317,"about_ca_topic_score_gemma":0.0001197848,"domain_scores_codex":[0.9988591,0.0001029409,0.0002046828,0.0003492955,0.000183344,0.0003006274],"domain_scores_gemma":[0.9991466,0.00005257805,0.0002056153,0.0003644451,0.000101142,0.0001295988],"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":[0.00005349579,0.00009956605,0.01998094,0.0001683923,0.0006341846,0.00003001758,0.003588112,0.00005459028,0.00004637232,0.9714277,0.002772856,0.001143748],"study_design_scores_gemma":[0.000573811,0.0001211266,0.003934276,0.0002018418,0.0006141755,0.00001036385,0.002376908,0.00005554442,0.00008480535,0.0008173875,0.9909018,0.000307903],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8787537,0.006090116,0.00002881098,0.001090159,0.001299296,0.0002544633,0.0004749504,0.00003899504,0.1119695],"genre_scores_gemma":[0.6643633,0.0002416376,0.00006951574,0.00005178949,0.0002944619,8.046798e-8,0.00003463233,0.00001773154,0.3349268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.988129,"threshold_uncertainty_score":0.9999961,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7113746443","doi":"","title":"Selective soldering nozzles:insights into wear mechanisms and future developments","year":2023,"lang":"en","type":"article","venue":"Pure (Coventry University)","topic":"Tribology and Wear Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Soldering; Wetting; Nozzle; Surface finishing; Process (computing); Solder paste","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.004248509551734257,"gpt":0.1613428599210167,"spread":0.1570943503692824,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003521913,0.0001240194,0.0001414503,0.0003403843,0.0001784013,0.00001430287,0.0001129656,0.0001382422,0.00002826759],"category_scores_gemma":[0.000003701329,0.0001400094,0.00004704043,0.0008164779,0.00002113567,0.0001244958,0.0000727822,0.0001611102,0.00008045194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000808941,"about_ca_system_score_gemma":0.00001788901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007578544,"about_ca_topic_score_gemma":0.00008172871,"domain_scores_codex":[0.9994386,0.00002021442,0.00006646515,0.0001852523,0.00008054172,0.0002089214],"domain_scores_gemma":[0.9997717,0.00001909054,0.00001612333,0.00009264787,0.00002130966,0.00007913297],"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":[0.0004806928,0.0003065737,0.04883658,0.001929325,0.01153472,0.006041,0.06027829,0.07521382,0.3271766,0.3753414,0.01996778,0.07289315],"study_design_scores_gemma":[0.004825384,0.0001610313,0.1365099,0.0002114132,0.0008891845,0.00004933737,0.01875303,0.05369242,0.08286901,0.02203043,0.6769813,0.00302758],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9417529,0.0005557677,0.04237434,0.0004630526,0.0009219893,0.0002670318,0.00001130786,0.001608786,0.01204478],"genre_scores_gemma":[0.9975164,0.000669863,0.000641417,0.00002099636,0.00007049694,5.802951e-7,0.00001797987,0.00001743247,0.00104486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6570135,"threshold_uncertainty_score":0.5709418,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7112154586","doi":"","title":"Diversity, Inclusion and Representation in the Carnegie and Kate Greenaway (CKG) Awards:A Report on the Findings of a Survey of Stakeholder Opinion","year":2018,"lang":"en","type":"article","venue":"Pure (Coventry University)","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Inclusion (mineral); Representation (politics); Stakeholder; Diversity (politics); Inclusion–exclusion principle","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1424486193018528,"gpt":0.3086635230532574,"spread":0.1662149037514046,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001105553,0.00004841019,0.00007824253,0.00009351192,0.0009474313,0.00002131796,0.0002437032,0.0000474396,0.00001670535],"category_scores_gemma":[0.0001861617,0.0000346702,0.00001810595,0.0006052203,0.0004736746,0.000412059,0.0005074796,0.00006330664,3.784764e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002105142,"about_ca_system_score_gemma":0.00009723468,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01014237,"about_ca_topic_score_gemma":0.006651332,"domain_scores_codex":[0.9990067,0.0003214212,0.00009768162,0.0001589995,0.000316247,0.00009897045],"domain_scores_gemma":[0.9994246,0.0002229495,0.0001260756,0.00012888,0.00006761812,0.00002989325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000582893,0.0000337148,0.9579871,0.00000731721,0.000005931303,0.00001700244,0.0216848,0.000002643847,0.00008013426,0.01953675,0.0003288643,0.0002574236],"study_design_scores_gemma":[0.0001962344,0.00009920969,0.987663,0.00003054478,0.000007418587,0.000001730197,0.007539643,0.0000257824,0.0002709119,0.001195797,0.002917827,0.00005191935],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891211,0.00001095578,0.00002312744,0.002553472,0.00007532856,0.0001797206,0.00001028653,0.000004731904,0.008021282],"genre_scores_gemma":[0.9994176,0.00008210396,0.000006898829,0.0000583953,0.0000246618,8.490599e-8,0.000007233833,0.000001282668,0.000401762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02967585,"threshold_uncertainty_score":0.9964492,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7113569252","doi":"","title":"The Heart's Archive:A Poem by An African in Pursuit of Belonging","year":2024,"lang":"en","type":"other","venue":"Pure (Coventry 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":"Centre for Global Health Research","funders":"","keywords":"Poetry; Vision; Faith; Homeland; Diaspora; Legitimacy; Dream; Dignity","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.007718913163758456,"gpt":0.2105636606402055,"spread":0.2028447474764471,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002903015,0.0003978147,0.0004768826,0.001756529,0.00008410797,0.00008890885,0.001265502,0.0002567538,0.0004723103],"category_scores_gemma":[0.0000295817,0.0003794263,0.0002107861,0.001802937,0.0003081145,0.0001029279,0.000396964,0.0006627589,0.0009057937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003142331,"about_ca_system_score_gemma":0.0001576864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000839809,"about_ca_topic_score_gemma":0.003512724,"domain_scores_codex":[0.9977666,0.0002799416,0.0002079118,0.0006397464,0.0005067918,0.0005990168],"domain_scores_gemma":[0.9987071,0.00008718908,0.0002523484,0.0007439282,0.00002484737,0.0001846077],"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":[0.000118256,0.0001671092,0.0006431886,0.0001746745,0.0002713304,0.0003416004,0.0003836032,0.00002930383,0.001161592,0.02871182,0.967541,0.0004565128],"study_design_scores_gemma":[0.0004011727,0.00005248095,0.0001840562,0.0004118423,0.0001357091,0.000007185656,0.0009694782,0.00005613775,0.0000433692,0.0005160216,0.9968616,0.0003609506],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006565243,0.002772377,0.00007976588,0.0005345722,0.0003386724,0.0006166041,0.002211447,0.000399342,0.9923907],"genre_scores_gemma":[0.01075315,0.0001885705,0.000125578,0.00002561175,0.0001448338,0.00000142151,0.0001784468,0.0009085285,0.9876739],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02932059,"threshold_uncertainty_score":0.9998721,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7111596903","doi":"","title":"England","year":2023,"lang":"en","type":"article","venue":"Pure (Coventry University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01662041907725892,"gpt":0.1999001063978681,"spread":0.1832796873206092,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001155509,0.0001140647,0.0001159922,0.000716645,0.0001476863,0.00002318776,0.0002924326,0.00007581039,0.000326003],"category_scores_gemma":[0.00004539117,0.0001342168,0.00008387995,0.002739699,0.00004953584,0.000169419,0.0001571966,0.0001343405,0.01789057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001291481,"about_ca_system_score_gemma":0.00004689523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001385897,"about_ca_topic_score_gemma":0.00003666327,"domain_scores_codex":[0.9990896,0.00006130285,0.00006175375,0.0002474561,0.000191568,0.000348332],"domain_scores_gemma":[0.9994711,0.0000526829,0.00004422519,0.0002586424,0.00004028489,0.0001330663],"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":[0.0008502667,0.0003612625,0.1978205,0.0001594907,0.000603841,0.01173359,0.002672807,0.003964061,0.03008424,0.4424166,0.3031874,0.006145966],"study_design_scores_gemma":[0.001124102,0.0000184473,0.02110929,0.00001175265,0.00003813264,0.000007389316,0.0003003501,0.0004373882,0.0002816084,0.0003797806,0.9761112,0.0001805139],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8431639,0.00002126755,0.00008381565,0.0003701126,0.0002788892,0.0001491712,0.0001164929,0.001192574,0.1546238],"genre_scores_gemma":[0.9166881,0.00002877769,0.00003980862,0.00003637475,0.0001283419,2.21714e-7,0.0000730234,0.00004107718,0.08296427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6729239,"threshold_uncertainty_score":0.9828741,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7112789900","doi":"","title":"Exploring Unarmed Civilian Self-Protection in Cameroon’s Anglophone Conflict","year":2024,"lang":"en","type":"report","venue":"Pure (Coventry 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":"International Institute for Sustainable Development","funders":"Aberystwyth University; Arts and Humanities Research Council; UK Research and Innovation","keywords":"Armed conflict; State (computer science); Power (physics); Field (mathematics); Context (archaeology)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1374106170534698,"gpt":0.2559930864611117,"spread":0.1185824694076419,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007747812,0.0009201877,0.001081013,0.005442028,0.0001794414,0.0001440441,0.0007496667,0.000840326,0.0003175353],"category_scores_gemma":[0.0001845187,0.001177394,0.0005564233,0.007036206,0.0001179101,0.000714786,0.000551788,0.002437433,0.003309455],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01040419,"about_ca_system_score_gemma":0.002263667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002974793,"about_ca_topic_score_gemma":0.002675089,"domain_scores_codex":[0.9949768,0.000303111,0.0005973151,0.00158945,0.001465494,0.001067885],"domain_scores_gemma":[0.9976239,0.00006513194,0.0005475014,0.0009502326,0.0004388972,0.0003743136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00644014,0.008485929,0.02813677,0.05633937,0.02552491,0.3894969,0.03577858,0.01168636,0.06177721,0.02183775,0.2868024,0.06769371],"study_design_scores_gemma":[0.001033375,0.00008773276,0.001886083,0.001818151,0.0006935015,0.000201936,0.001539619,0.0001088001,0.00059373,0.00004622723,0.9908037,0.00118717],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4007903,0.005254545,0.0001648234,0.0005716299,0.01237097,0.004200837,0.001484086,0.004854973,0.5703079],"genre_scores_gemma":[0.8147244,0.0164698,0.0002348229,0.00004918522,0.002265284,0.00009341634,0.0009705762,0.001367602,0.1638249],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7040013,"threshold_uncertainty_score":0.999864,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7112920418","doi":"","title":"The Need for a Deeper Theorisation on Race and Gender Equity in South African STEM:Drawing on Fraser's Participatory Parity, Decolonial, and Decolonial Feminist Insights","year":2025,"lang":"en","type":"book-chapter","venue":"Pure (Coventry University)","topic":"African cultural and philosophical studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Oppression; Situated; Intersectionality; Race (biology); Social justice; Inequality; Equity (law); Perspective (graphical); Feminist theory","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.08822429531258513,"gpt":0.3073837691316294,"spread":0.2191594738190443,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003208467,0.0002339758,0.0003183339,0.0001071031,0.001835774,0.0001082884,0.0002283462,0.0003129947,0.00001333553],"category_scores_gemma":[0.0001600562,0.0001813647,0.00009509063,0.0001122212,0.0005477856,0.00006697736,0.0002578201,0.0003351415,0.000002822412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003701675,"about_ca_system_score_gemma":0.0001654732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008016671,"about_ca_topic_score_gemma":0.00495509,"domain_scores_codex":[0.9987011,0.000147043,0.0001680432,0.000398582,0.0002675721,0.0003176451],"domain_scores_gemma":[0.9985319,0.0009597507,0.0001660067,0.0001226489,0.00008311988,0.0001365411],"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":[0.0004379856,0.0000292252,0.001429952,0.00003705861,0.00009746406,0.00002014807,0.01373725,0.000007374722,4.450911e-7,0.9823269,0.0003062595,0.001569905],"study_design_scores_gemma":[0.001154951,0.0002543654,0.002153502,0.0001600726,0.000271099,1.823089e-7,0.01154805,0.00002366924,0.000002724059,0.2896385,0.694313,0.0004798067],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1299019,0.001144397,0.0000499745,0.01043889,0.0006232817,0.002169329,0.0002132743,0.00009587241,0.8553631],"genre_scores_gemma":[0.9716008,0.000395006,0.000008602842,0.0003311909,0.0002233736,0.000007165513,0.000005690419,0.00001012579,0.02741805],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8416989,"threshold_uncertainty_score":0.9994637,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7113504443","doi":"","title":"Playing (the) game: the perspective of co-design against the hegemony of closed systems in educational games","year":2022,"lang":"it","type":"article","venue":"Pure (Coventry University)","topic":"Educational Games and Gamification","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Perspective (graphical); Hegemony; Autonomy; Value (mathematics); Perspective-taking","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02990022597683004,"gpt":0.2764249993512589,"spread":0.2465247733744289,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009059721,0.0001834655,0.0002645422,0.0002784677,0.00048121,0.00002638484,0.001028889,0.00008923628,0.0005493982],"category_scores_gemma":[0.00009812991,0.0001376879,0.000183106,0.001155963,0.0004123199,0.00007109626,0.0001320416,0.0005806651,0.00001951399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006162867,"about_ca_system_score_gemma":0.0006686441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009184709,"about_ca_topic_score_gemma":0.00002471459,"domain_scores_codex":[0.9969115,0.00164447,0.0003761077,0.0003675693,0.0004338156,0.0002664971],"domain_scores_gemma":[0.9968933,0.001515308,0.0006786247,0.0006314315,0.0002392471,0.00004207977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005644166,0.00129299,0.01706472,0.00008219385,0.0005493978,0.000010812,0.06537753,0.03376003,0.001011025,0.8702444,0.009549895,0.0004925969],"study_design_scores_gemma":[0.001568905,0.000209028,0.2855328,0.0001311472,0.0002866029,0.00002887135,0.5610195,0.002210244,0.0000557655,0.002988641,0.1456266,0.0003419783],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8353289,0.01268546,0.0009952883,0.0712271,0.003490437,0.003894374,0.0005915185,0.00002784758,0.07175904],"genre_scores_gemma":[0.9893811,0.000225263,0.00001392279,0.0001996349,0.0001781099,0.00001977397,0.00003840725,0.00001756853,0.009926188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8672557,"threshold_uncertainty_score":0.6015525,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7126664873","doi":"","title":"\"Maps to...\". A decade of play and reflections","year":2025,"lang":"it","type":"article","venue":"Pure (Coventry University)","topic":"Historical Geography and Geographical Thought","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"","authors":[{"name":"Luca; id_orcid 0000-0001-9391-0481 Morini","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01435821902895164,"gpt":0.268134833674509,"spread":0.2537766146455573,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002181654,0.0001589416,0.0002967958,0.0008380489,0.0007730747,0.00003196557,0.0003656139,0.0003032972,0.0001262099],"category_scores_gemma":[0.0001549535,0.0001864262,0.0002368352,0.008630346,0.0004646882,0.0001198655,0.0001752254,0.0003055954,0.00001437107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001128665,"about_ca_system_score_gemma":0.000157205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008008048,"about_ca_topic_score_gemma":0.0009586068,"domain_scores_codex":[0.9985557,0.0002294261,0.0001914871,0.0004023714,0.0002424999,0.0003785777],"domain_scores_gemma":[0.9990364,0.0002166096,0.00009024809,0.0002120841,0.000132564,0.0003121122],"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":[0.0002139474,0.0003325947,0.0166123,0.00008703227,0.0003033036,0.0000474866,0.00496834,0.00003971865,0.0002662355,0.961902,0.007834622,0.007392467],"study_design_scores_gemma":[0.000355149,0.00008670794,0.007134179,0.0001200672,0.0001993395,4.098532e-7,0.002705588,0.000003130347,0.00005548592,0.004786763,0.9843772,0.000175994],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03975818,0.002672228,0.004669426,0.01387909,0.001973455,0.0008142213,0.0002100062,0.0001458188,0.9358776],"genre_scores_gemma":[0.9158429,0.002973146,0.0005325254,0.00046647,0.0001468558,0.000001216085,0.000005874998,0.000009179835,0.08002182],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9765426,"threshold_uncertainty_score":0.7602239,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7112021807","doi":"","title":"Introduction","year":2010,"lang":"en","type":"article","venue":"Pure (Coventry University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.005199622125252881,"gpt":0.175827944256733,"spread":0.1706283221314801,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001001586,0.0001117404,0.00009841828,0.0004237615,0.0001460073,0.00002632502,0.0002628336,0.0001073151,0.001887186],"category_scores_gemma":[0.00006662611,0.0001334386,0.00007360835,0.0009577381,0.0000893527,0.0003085641,0.00008096402,0.0003755321,0.005284672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009092444,"about_ca_system_score_gemma":0.00004678857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000137513,"about_ca_topic_score_gemma":0.00009077918,"domain_scores_codex":[0.9992081,0.00003590648,0.00006467634,0.0002896837,0.0001569779,0.0002446506],"domain_scores_gemma":[0.9993466,0.00001417787,0.00006551814,0.0003704905,0.00008132694,0.0001219253],"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":[0.0001712972,0.0001746066,0.006690853,0.00001385355,0.00006690978,0.000149228,0.0001258332,0.0001037542,0.4296651,0.4671999,0.09428654,0.001352158],"study_design_scores_gemma":[0.000428513,0.00001501479,0.004213048,0.000001880957,0.00004121291,0.00002521406,0.0001072006,0.00007162282,0.004652356,0.0003036576,0.9899827,0.0001575519],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8905584,0.000008520982,0.0004784432,0.002176262,0.001686293,0.0001634786,0.0000337271,0.0004569068,0.1044379],"genre_scores_gemma":[0.9533415,0.000003993814,0.0005217536,0.00003496199,0.001370625,1.646633e-7,0.00003415001,0.00003416313,0.04465872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8956962,"threshold_uncertainty_score":0.9990252,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7112020746","doi":"","title":"Exploring the relationship between remote e-working and work-related well-being.","year":2017,"lang":"en","type":"article","venue":"Pure (Coventry University)","topic":"Technostress in Professional Settings","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Thematic analysis; Sample (material); Scale (ratio); Work (physics); Qualitative research; Data collection; Thematic map","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1141174850702994,"gpt":0.3005361791836796,"spread":0.1864186941133802,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002659176,0.0001491672,0.0001475303,0.0001545735,0.001623093,0.00007649961,0.00075384,0.0001793321,0.00009173954],"category_scores_gemma":[0.0002608045,0.0001363814,0.00006727994,0.0002533942,0.0002349567,0.0002588014,0.000485149,0.0007210227,0.0001176968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000661072,"about_ca_system_score_gemma":0.00001346401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000078233,"about_ca_topic_score_gemma":0.000009070545,"domain_scores_codex":[0.9989109,0.0001253856,0.0001508509,0.0003454105,0.0001571468,0.0003102768],"domain_scores_gemma":[0.9982169,0.0006613271,0.0002597132,0.0007556902,0.00002409988,0.00008226014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003720129,0.000008926809,0.8688782,0.000005952327,0.00006099093,0.0001003874,0.001047828,0.000001863992,0.00000302816,0.1095507,0.0003877632,0.01991715],"study_design_scores_gemma":[0.0004791996,0.00001072591,0.9507011,0.0002486286,0.00007854268,0.000005563953,0.0007355711,0.000003144603,0.00001826349,0.008214871,0.03933903,0.0001653222],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9038098,0.00009533297,0.0001704216,0.004097413,0.0008433723,0.0001834542,0.000002491518,0.0001582323,0.0906394],"genre_scores_gemma":[0.9832755,0.00001810419,0.000154061,0.00004143233,0.0001398515,6.920841e-7,0.000005667474,0.00002159101,0.01634309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1013359,"threshold_uncertainty_score":0.9996766,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7112487930","doi":"","title":"Doctorate Supervision in Virtual Borderland Spaces","year":2022,"lang":"en","type":"article","venue":"Pure (Coventry University)","topic":"Doctoral Education Challenges and Solutions","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Indigenous; Equity (law); Scrutiny; Traditional knowledge; Focus group; Higher education; Appreciative inquiry; Transformative learning; Dual purpose","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.09862928465148257,"gpt":0.4137053971270762,"spread":0.3150761124755936,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002213412,0.00009447177,0.000140865,0.0002892919,0.001136884,0.000008133899,0.0002325457,0.00007209711,0.004537388],"category_scores_gemma":[0.00003128636,0.0001065417,0.00004940902,0.0006560546,0.00002696973,0.0001474829,0.0002970397,0.0005926454,0.0001067848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004426183,"about_ca_system_score_gemma":0.0003366194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005580874,"about_ca_topic_score_gemma":0.0009174297,"domain_scores_codex":[0.9986742,0.0004352891,0.0001569931,0.0002241216,0.0001780636,0.0003313974],"domain_scores_gemma":[0.9994507,0.0001189948,0.00008085662,0.0001869449,0.00005197365,0.000110508],"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":[0.0006385241,0.001270755,0.3472154,0.0001751976,0.00009057234,0.0003359235,0.03462696,0.008338551,0.0003956169,0.5306095,0.07327911,0.003023859],"study_design_scores_gemma":[0.0009479715,0.00009237712,0.01938293,0.00002294397,0.00001042696,9.935078e-7,0.06144524,0.0003630325,7.146523e-7,0.0002983492,0.9172974,0.0001376505],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9649482,0.000242187,0.0001095336,0.008330813,0.001387223,0.000360584,0.0000845606,0.00007694153,0.02445995],"genre_scores_gemma":[0.9684274,0.0001731277,0.00002626283,0.0003220901,0.0001068274,0.000006397423,0.00005764799,0.00001068322,0.03086961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8440183,"threshold_uncertainty_score":0.9963726,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7112489734","doi":"","title":"Rethinking resilience:Exploring decolonial possibilities of representing narratives of conflict-affected women in the North and East of Sri Lanka","year":2024,"lang":"en","type":"article","venue":"Pure (Coventry University)","topic":"Gender, Security, and Conflict","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Tamil; Narrative; Homeland; Diaspora; Resistance (ecology); Theme (computing); Exhibition; Postcolonialism (international relations)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.05064163035967554,"gpt":0.2656404265523367,"spread":0.2149987961926612,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005729586,0.00007585007,0.0001889931,0.0002075988,0.0001580159,0.00002879193,0.0002823245,0.00005997417,0.00002431013],"category_scores_gemma":[0.0001897803,0.00006942296,0.00005682417,0.0007386594,0.0004284354,0.00023894,0.00009032481,0.0001540559,2.72458e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005895303,"about_ca_system_score_gemma":0.0001729215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001092096,"about_ca_topic_score_gemma":0.003527596,"domain_scores_codex":[0.9988124,0.0003196261,0.0001720649,0.0001952482,0.0002699638,0.0002306598],"domain_scores_gemma":[0.999423,0.0002119324,0.0001091108,0.0001342267,0.00007817605,0.00004355157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003683188,0.00003774099,0.07841558,0.00016202,0.00003161422,0.00002547297,0.9000914,0.00002431861,0.0003781576,0.02056989,0.000004170929,0.000222817],"study_design_scores_gemma":[0.0002870895,0.00009327277,0.0762737,0.0001866941,0.00002127892,0.000001212391,0.9169791,0.00005976295,0.0001519627,0.002569523,0.003268931,0.0001074446],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899346,0.0003157677,0.000007492792,0.0002380153,0.0001052916,0.0001705943,0.00001141725,0.000019413,0.009197357],"genre_scores_gemma":[0.9994749,0.0001549961,0.00001865848,0.000005474719,0.00004009182,0.000001032101,0.000001321541,0.000002933324,0.0003006194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01800036,"threshold_uncertainty_score":0.2830986,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7112391764","doi":"","title":"Filling the Puzzle: Using E-Work Wellbeing scale (EWW) to determine links between remote e-working and cognitive weariness and psychosomatic conditions","year":2019,"lang":"en","type":"article","venue":"Pure (Coventry University)","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Scale (ratio); Cognition; Perception; Psychometrics; Preference","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03197885124230667,"gpt":0.2716230461341896,"spread":0.2396441948918829,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002808424,0.000151652,0.0002248769,0.0001533443,0.0009281915,0.0001191132,0.0002448004,0.0001895992,0.00006049881],"category_scores_gemma":[0.00006746883,0.0001512773,0.00004679124,0.0007034424,0.0002367837,0.00020928,0.0001817735,0.0003334307,0.00001358622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008808517,"about_ca_system_score_gemma":0.00004582939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002107001,"about_ca_topic_score_gemma":0.0005619874,"domain_scores_codex":[0.9987674,0.0001714942,0.0001292868,0.0003477398,0.0002164011,0.000367663],"domain_scores_gemma":[0.9989316,0.0005607231,0.0001109823,0.0001618264,0.00006957501,0.0001653307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003168423,0.00001710228,0.9841316,0.00004990123,0.00008054049,0.00002022871,0.01000334,0.00009576109,0.0001335161,0.0005194671,0.00002939818,0.004887446],"study_design_scores_gemma":[0.001307694,0.0000564704,0.9299852,0.002738371,0.0004088264,0.000009036389,0.04566741,0.0004743555,0.00006008203,0.001975691,0.01657372,0.000743161],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985334,0.0002081564,0.0008748619,0.0008806594,0.0002292039,0.0004963434,0.00001128376,0.00005966231,0.01190582],"genre_scores_gemma":[0.9980434,0.0002086313,0.0004652118,0.00009580312,0.0002572142,4.194795e-7,0.000006671972,0.00001562291,0.0009070472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05414644,"threshold_uncertainty_score":0.7138993,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7111620968","doi":"","title":"Resistant Imagery in Struggles for Justice","year":2023,"lang":"en","type":"book-chapter","venue":"Pure (Coventry University)","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Witness; Movie theater; Refugee; Economic Justice; Politics; State (computer science); Documentary film","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04927883133501432,"gpt":0.2028524295365851,"spread":0.1535735982015708,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001344545,0.0002232997,0.0005519778,0.0007485664,0.0001025157,0.00002070569,0.0002224075,0.0002322869,0.0001594003],"category_scores_gemma":[0.00008495266,0.0003039286,0.0002285599,0.0001148882,0.00006293904,0.00007493556,0.000133284,0.0002194027,0.0003153565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002293072,"about_ca_system_score_gemma":0.00004580311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003984357,"about_ca_topic_score_gemma":0.0004783107,"domain_scores_codex":[0.9989018,0.000003069327,0.0003084173,0.0004665757,0.00003550017,0.000284669],"domain_scores_gemma":[0.9992087,0.000174757,0.0002744401,0.0002378454,0.00003605533,0.00006817874],"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":[0.0001289993,0.00001438264,0.0002559336,0.0003337521,0.0001082597,0.0002016674,0.0001277396,0.00001157024,0.00000207347,0.9868923,0.01167541,0.0002478904],"study_design_scores_gemma":[0.0006600834,0.00004710086,0.0006155065,0.0001393906,0.00008674827,7.659449e-7,0.0002955029,0.00002620061,0.000001265356,0.07375275,0.9240391,0.000335647],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003521865,0.002405716,0.0003543809,0.0008995947,0.00113887,0.0004975465,0.002020754,0.0000833438,0.9922476],"genre_scores_gemma":[0.002249629,0.003793565,0.0001951595,0.00006914874,0.0002877461,0.000002694256,0.0001143349,0.00006084504,0.9932269],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9131396,"threshold_uncertainty_score":0.9999413,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7112984425","doi":"","title":"Introduction","year":2010,"lang":"en","type":"article","venue":"Pure (Coventry University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.005199622125252881,"gpt":0.175827944256733,"spread":0.1706283221314801,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001001586,0.0001117404,0.00009841828,0.0004237615,0.0001460073,0.00002632502,0.0002628336,0.0001073151,0.001887186],"category_scores_gemma":[0.00006662611,0.0001334386,0.00007360835,0.0009577381,0.0000893527,0.0003085641,0.00008096402,0.0003755321,0.005284672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009092444,"about_ca_system_score_gemma":0.00004678857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000137513,"about_ca_topic_score_gemma":0.00009077918,"domain_scores_codex":[0.9992081,0.00003590648,0.00006467634,0.0002896837,0.0001569779,0.0002446506],"domain_scores_gemma":[0.9993466,0.00001417787,0.00006551814,0.0003704905,0.00008132694,0.0001219253],"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":[0.0001712972,0.0001746066,0.006690853,0.00001385355,0.00006690978,0.000149228,0.0001258332,0.0001037542,0.4296651,0.4671999,0.09428654,0.001352158],"study_design_scores_gemma":[0.000428513,0.00001501479,0.004213048,0.000001880957,0.00004121291,0.00002521406,0.0001072006,0.00007162282,0.004652356,0.0003036576,0.9899827,0.0001575519],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8905584,0.000008520982,0.0004784432,0.002176262,0.001686293,0.0001634786,0.0000337271,0.0004569068,0.1044379],"genre_scores_gemma":[0.9533415,0.000003993814,0.0005217536,0.00003496199,0.001370625,1.646633e-7,0.00003415001,0.00003416313,0.04465872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8956962,"threshold_uncertainty_score":0.9990252,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7113337248","doi":"","title":"The University Colonised/Coloniser","year":2022,"lang":"en","type":"article","venue":"Pure (Coventry University)","topic":"Decolonial Thought and Epistemologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01661134086380206,"gpt":0.2294634965859064,"spread":0.2128521557221044,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004843832,0.00008428528,0.00010586,0.00008670106,0.007592915,0.00005921515,0.0009039039,0.00006234029,0.0006004205],"category_scores_gemma":[0.00006928544,0.00008810408,0.0001149153,0.0008544651,0.0004165101,0.0001440567,0.0004483371,0.0002435387,0.00008040393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007509331,"about_ca_system_score_gemma":0.0003741858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004971423,"about_ca_topic_score_gemma":0.002156846,"domain_scores_codex":[0.9984161,0.0006095255,0.00006533166,0.0002065509,0.0003083451,0.0003942097],"domain_scores_gemma":[0.9993038,0.0002648715,0.00008436225,0.000190037,0.00005185008,0.0001050896],"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":[0.0005569499,0.0001373781,0.01448684,0.00000739151,0.0001009475,0.0009528247,0.005375517,0.0004774286,0.0000245301,0.8177978,0.1568256,0.00325683],"study_design_scores_gemma":[0.0002849254,0.00004703385,0.002002811,0.000001232502,0.00002477586,0.0000016629,0.02069584,0.00001211276,0.000003687934,0.0008215889,0.9759908,0.0001135538],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2671295,0.0002376637,0.0000984131,0.02816352,0.002233372,0.0005965248,0.00008220915,0.0003670411,0.7010918],"genre_scores_gemma":[0.7566564,0.0002949515,0.00003512354,0.0001432963,0.00008386884,6.179313e-7,0.000005940964,0.000005264032,0.2427745],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8191652,"threshold_uncertainty_score":0.9936991,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7112638743","doi":"","title":"A Heterogeneous Identity:The Case of the Etruscans","year":2008,"lang":"en","type":"article","venue":"Pure (Coventry University)","topic":"Ancient and Medieval Archaeology Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03189518156487463,"gpt":0.1994110366617351,"spread":0.1675158550968605,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004488195,0.0000732429,0.00009901843,0.000050534,0.0009588899,0.000005157883,0.0002511147,0.00002247791,0.0002347439],"category_scores_gemma":[0.00001824639,0.00004490644,0.0001276286,0.00008230237,0.001264209,0.00008817251,0.0002283176,0.00009874305,0.00001704158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000234509,"about_ca_system_score_gemma":0.00002904553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003287605,"about_ca_topic_score_gemma":0.008929756,"domain_scores_codex":[0.9995444,0.00004604867,0.00007149047,0.0001006712,0.00008753251,0.0001498492],"domain_scores_gemma":[0.999637,0.00004155109,0.00006499531,0.0001655077,0.00006319884,0.00002775821],"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":[0.00006116267,0.0001043454,0.01663527,0.00003989573,0.0002742463,0.00420154,0.08609107,0.0000491508,0.00002877625,0.8875256,0.004585564,0.0004034274],"study_design_scores_gemma":[0.0005455989,0.00007299367,0.002474394,0.00002366221,0.0001886143,0.0009416866,0.02188331,0.00004479276,0.000163266,0.001815549,0.9716724,0.0001737578],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9693414,0.0002683953,0.00003297542,0.0008546254,0.000523678,0.0001180784,0.00002258658,0.00001951598,0.02881873],"genre_scores_gemma":[0.9720811,0.00009700489,0.000003217147,0.0001774543,0.000117991,3.318052e-7,7.570322e-7,0.000003892229,0.02751829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9670868,"threshold_uncertainty_score":0.7375103,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7112021005","doi":"","title":"Investigating the Benefits of BIM for Mid-Rise Timber Buildings in Canada: A Qualitative Study","year":2021,"lang":"en","type":"article","venue":"Pure (Coventry University)","topic":"BIM and Construction Integration","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":"Prefabrication; Process (computing); SAFER; Documentation; Demolition; Resource (disambiguation); Quality (philosophy); Building information modeling; Production (economics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01697557723118748,"gpt":0.213945588766635,"spread":0.1969700115354475,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006794147,0.0000664598,0.0001009621,0.00006076868,0.00004719846,0.000007555827,0.00008113618,0.00002745076,0.00001897288],"category_scores_gemma":[0.00004043074,0.0000643522,0.00002972686,0.0004057341,0.00002042665,0.00006836934,0.00001974318,0.00009216918,3.686118e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002154615,"about_ca_system_score_gemma":0.0002275337,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05037811,"about_ca_topic_score_gemma":0.5619317,"domain_scores_codex":[0.9995633,0.00004674297,0.0001106126,0.00009608512,0.0000849116,0.00009832493],"domain_scores_gemma":[0.9996665,0.00009849042,0.00003726178,0.0000852764,0.00008451694,0.00002793025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009576506,0.0002673566,0.1434632,0.0005702164,0.0008903419,0.00009195905,0.1106139,0.3543975,0.007369757,0.3573719,0.003876915,0.02099115],"study_design_scores_gemma":[0.003906171,0.0001016061,0.04079974,0.0003414592,0.0002463358,0.00001671783,0.8841671,0.02146847,0.01990636,0.002806788,0.02552838,0.0007108791],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973482,0.0001336525,0.001169578,0.0001602473,0.0001531693,0.0001553289,0.0000341523,0.00001550584,0.0008301459],"genre_scores_gemma":[0.9994369,0.000007814874,0.0003632896,0.00001575929,0.00001586689,0.000001873297,0.000004712216,0.00000617656,0.0001476195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7735532,"threshold_uncertainty_score":0.9559455,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7113213150","doi":"","title":"Becoming Nigerian","year":2023,"lang":"en","type":"other","venue":"Pure (Coventry 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":"Centre for Global Health Research","funders":"","keywords":"Craft; Identity (music); Value (mathematics); Legitimacy; Feeling; Perspective (graphical); Ethnography","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01954234674081,"gpt":0.2150645261208075,"spread":0.1955221793799975,"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":[0.00009097869,0.0004101676,0.0004407046,0.002252798,0.0001139412,0.00004259877,0.0006997678,0.0005363708,0.004783439],"category_scores_gemma":[0.00004553367,0.0005284062,0.000254148,0.001680396,0.00009678982,0.00009133631,0.0002939572,0.0003942649,0.04257507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004982651,"about_ca_system_score_gemma":0.0001279911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002827421,"about_ca_topic_score_gemma":0.002967474,"domain_scores_codex":[0.9983118,0.00009298477,0.0001226024,0.0006134583,0.0003081811,0.0005509346],"domain_scores_gemma":[0.9987998,0.00004531786,0.0002797301,0.0006340105,0.00002738171,0.0002137398],"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":[0.00002924928,0.00004614091,0.0006437942,0.0000715945,0.0003342849,0.001467583,0.00007501291,0.00001117061,0.00007658658,0.01231339,0.9846492,0.0002819514],"study_design_scores_gemma":[0.0006218876,0.00001164849,0.0001719256,0.0002873987,0.0001581011,0.000005154412,0.0002660366,0.000008493571,0.000010281,0.00004900304,0.9978954,0.0005146397],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00008501882,0.0001347398,0.00008768366,0.0001155893,0.001041434,0.0003452045,0.0007477631,0.00429115,0.9931514],"genre_scores_gemma":[0.0002767046,0.0001104229,0.0001287642,0.00003026326,0.0005055908,5.256366e-7,0.000135291,0.003219329,0.9955931],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03779162,"threshold_uncertainty_score":0.9997168,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7112078545","doi":"","title":"What does it Mean to be Educated in Nigerian Student Experience?","year":2023,"lang":"en","type":"article","venue":"Pure (Coventry University)","topic":"African Education and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Work (physics); Government (linguistics); Data collection; Agency (philosophy); Qualitative research","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03896052704729058,"gpt":0.3402173048309359,"spread":0.3012567777836453,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001775086,0.00008019333,0.0001030511,0.0003432527,0.0002876274,0.0001200048,0.0003954795,0.00006417121,0.0007264935],"category_scores_gemma":[0.00007105924,0.00008282736,0.00004137935,0.001645483,0.0001144067,0.0003281243,0.00008799005,0.00008331652,0.0001815644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003664996,"about_ca_system_score_gemma":0.0003401302,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009318443,"about_ca_topic_score_gemma":0.02501415,"domain_scores_codex":[0.9989237,0.0001329791,0.0000945177,0.0002141644,0.0002535204,0.0003811078],"domain_scores_gemma":[0.9994093,0.00006472201,0.00003603042,0.0001554429,0.00005555075,0.0002789888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000009063538,0.0001122345,0.01658784,0.000004348089,0.0000102841,0.00004786909,0.9027609,0.00002484412,0.00003083983,0.07237899,0.007729245,0.0003035399],"study_design_scores_gemma":[0.0000647335,0.00000557377,0.00405153,0.00001062511,0.000002824956,7.637745e-8,0.5349121,0.000001150679,0.00001795547,0.0001288281,0.4607339,0.00007073429],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9201412,0.000007801029,0.000004663778,0.04750545,0.001768096,0.0001981546,0.000006117664,0.0000847211,0.03028378],"genre_scores_gemma":[0.9183816,0.0001512393,0.00001599583,0.001948902,0.0001603542,0.000001987516,0.000007754346,0.000006235116,0.07932588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4530046,"threshold_uncertainty_score":0.9927768,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7111769287","doi":"","title":"Mental health officiating and performance.","year":2024,"lang":"en","type":"article","venue":"Pure (Coventry University)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland; Ontario Tech University; Brock University","funders":"","keywords":"","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02039423659297878,"gpt":0.2934676879407535,"spread":0.2730734513477747,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007871067,0.00009336881,0.0001049976,0.0001430586,0.0002869852,0.00003006935,0.00007673311,0.00004534341,0.0005773035],"category_scores_gemma":[7.547168e-7,0.00009310473,0.00003153689,0.0002294301,0.00002682518,0.0001326505,0.00005171436,0.0001152104,0.0001543657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001599319,"about_ca_system_score_gemma":0.00002941511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001139564,"about_ca_topic_score_gemma":0.00002585817,"domain_scores_codex":[0.9993096,0.00003971186,0.00009090643,0.0002299836,0.00007562678,0.0002541879],"domain_scores_gemma":[0.9997452,0.000023494,0.00003443784,0.00008631371,0.000005352866,0.0001051617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003978261,0.0003514804,0.1364806,0.00101338,0.0003215073,0.0004917816,0.008213595,0.000004274287,0.00003771711,0.1197184,0.02224131,0.710728],"study_design_scores_gemma":[0.00298055,0.001050772,0.1605315,0.0007839454,0.00009439156,0.0001404044,0.008712647,0.002287719,0.00008181131,0.0001641906,0.8225533,0.0006187831],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.95215,0.002519273,0.00004004699,0.001999344,0.000909604,0.0002588497,0.0000330252,0.0001249488,0.04196484],"genre_scores_gemma":[0.9834663,0.0003148168,0.00004722131,0.0002060029,0.00008349634,6.702277e-7,0.00003385124,0.000009927296,0.01583777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.800312,"threshold_uncertainty_score":0.6321068,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}