{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":19,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":19,"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":"52bb705471f7","filters":{"venue":"Staffordshire Online Repository (Staffordshire University)"}},"results":[{"id":"W2224356640","doi":"","title":"A Holistic Framework for Assisting Decision Makers of Healthcare Facilities to Assess Telemedicine Applications in Saudi Arabia","year":2015,"lang":"en","type":"article","venue":"Staffordshire Online Repository (Staffordshire University)","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Telemedicine; Health care; eHealth; Economic shortage; Christian ministry; Business; Population; Medicine; Economic growth; Environmental health; Government (linguistics); Political science","authors":[{"name":"Abdulellah A. Alaboudi","is_ca":false},{"name":"Anthony Atkins","is_ca":false},{"name":"Bernadette Sharp","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07523861249588282,"gpt":0.3158306063134404,"spread":0.2405919938175576,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006392985,0.0003881236,0.0007931502,0.001536958,0.0003587823,0.0000747207,0.0006609155,0.0003959732,0.000005925902],"category_scores_gemma":[0.001024702,0.0004008791,0.0001706307,0.002228893,0.0001656417,0.0005435919,0.0003107335,0.000399056,0.000005837497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005821274,"about_ca_system_score_gemma":0.0004726818,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007500153,"about_ca_topic_score_gemma":0.009201844,"domain_scores_codex":[0.9970755,0.0000498138,0.0008951752,0.00072321,0.0005435455,0.0007127569],"domain_scores_gemma":[0.9970468,0.0003969891,0.0006094307,0.0007054228,0.001081027,0.0001603277],"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":[0.001253731,0.001015033,0.1771337,0.004930686,0.0001357085,0.000222193,0.001028894,0.0005985908,0.0002283574,0.7293756,0.002356014,0.08172148],"study_design_scores_gemma":[0.002917051,0.000585727,0.01057977,0.001975881,0.0001358846,0.00002190709,0.06797483,0.001517878,0.00009472355,0.02189378,0.8912851,0.001017427],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8637512,0.0002536062,0.1242794,0.002778624,0.001116368,0.00287866,0.0002977222,0.0004300925,0.004214405],"genre_scores_gemma":[0.9781217,0.00001156012,0.0195678,0.0001835212,0.0008060054,0.00004287927,0.0001712646,0.00005826105,0.001037001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8889291,"threshold_uncertainty_score":0.9998443,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2642017308","doi":"","title":"Collaborative Research into International Perspectives on Best Practice in Sexual Offence Investigations","year":2017,"lang":"en","type":"article","venue":"Staffordshire Online Repository (Staffordshire University)","topic":"Sexual Assault and Victimization Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Plaintiff; Psychology; Criminology; Order (exchange); Best practice; Quality (philosophy); Sexual assault; Public relations; Social psychology; Political science; Suicide prevention; Medicine; Law; Poison control; Business; Medical emergency","authors":[{"name":"Laura Walton-Williams","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05131400380279467,"gpt":0.4014978396269025,"spread":0.3501838358241078,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001123419,0.0002716874,0.0003128487,0.0008755581,0.00635916,0.0005681386,0.00140339,0.0002453271,0.00003739724],"category_scores_gemma":[0.005417047,0.0003043073,0.00006827926,0.001268491,0.002298125,0.002396743,0.0004470189,0.0006980374,0.00002998669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001371099,"about_ca_system_score_gemma":0.001453587,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01321545,"about_ca_topic_score_gemma":0.03673379,"domain_scores_codex":[0.9960311,0.0008836872,0.0003442166,0.0007962434,0.001352478,0.0005922741],"domain_scores_gemma":[0.9951708,0.0009267612,0.000435099,0.0006815713,0.002504558,0.0002812486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001426648,0.00593876,0.04402877,0.00005764549,0.0005800726,0.001268569,0.4614186,0.0006386471,0.0005576533,0.4537487,0.008265344,0.02207057],"study_design_scores_gemma":[0.0006587788,0.0003496658,0.001367844,0.00009917855,0.0000249557,0.000002265058,0.6403501,0.000117028,0.00006321169,0.0003657921,0.3563225,0.0002787037],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4815762,0.0002158153,0.00009543281,0.01698066,0.001279226,0.0007819788,0.00009637726,0.0001605793,0.4988137],"genre_scores_gemma":[0.9387169,0.001289223,0.003840289,0.00007880462,0.001041388,0.00001147809,0.00004824308,0.00003580908,0.0549378],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4571408,"threshold_uncertainty_score":0.9999409,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2224384363","doi":"","title":"Décalage: investigates sonic interactions between organic and synthetically produced ‘real world’ materials.","year":2009,"lang":"en","type":"article","venue":"Staffordshire Online Repository (Staffordshire University)","topic":"Music Technology and Sound Studies","field":"Computer Science","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":"Natural (archaeology); Computer science; History","authors":[{"name":"Benjamin Ramsay","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01108806305248674,"gpt":0.2254324918635184,"spread":0.2143444288110316,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002325669,0.0004793671,0.0006203045,0.0007510444,0.00108214,0.0002494972,0.001199924,0.0002221129,0.00002193834],"category_scores_gemma":[0.0001047843,0.0004823293,0.0001249182,0.001340183,0.0004906827,0.001050293,0.0006543889,0.0005104173,0.0000108285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000275059,"about_ca_system_score_gemma":0.0003142922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001001359,"about_ca_topic_score_gemma":0.0004772443,"domain_scores_codex":[0.9972408,0.0001950461,0.0004974463,0.001026888,0.0003419007,0.0006978806],"domain_scores_gemma":[0.9980341,0.0001817021,0.0002779356,0.0009727449,0.0002251481,0.0003083593],"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":[0.0003831061,0.002402449,0.03934048,0.0003671241,0.001245858,0.002679552,0.007016552,0.00001218538,0.1205117,0.6958684,0.004992938,0.1251797],"study_design_scores_gemma":[0.00923987,0.00678267,0.2649122,0.002045963,0.002086646,0.001506091,0.009740887,0.002276902,0.3045116,0.07987501,0.3070857,0.009936373],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817846,0.00009618773,0.003129265,0.004395924,0.0006084078,0.0003995403,0.00004218779,0.001143039,0.008400869],"genre_scores_gemma":[0.9827876,0.0001341349,0.008532669,0.0001209305,0.0002875122,0.000001967053,0.00003068915,0.000024783,0.008079709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6159934,"threshold_uncertainty_score":0.9997628,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2997820530","doi":"","title":"From Beneficent Elderly to Vile M’others Familial Relations and Cannibalism in Troma’s Rabid Grannies (1988)","year":2018,"lang":"en","type":"article","venue":"Staffordshire Online Repository (Staffordshire University)","topic":"Gothic Literature and Media Analysis","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":"Cannibalism; Ridiculous; KISS (TNC); Mainstream; Entertainment; Subject (documents); Media studies; Sociology; Art; Law; Political science; Biology; Literature; Ecology; Computer science; Library science","authors":[{"name":"Stephen Webley","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009154624335770108,"gpt":0.2497008942139762,"spread":0.2405462698782061,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000321781,0.0003418834,0.0004758417,0.0007821451,0.001155749,0.0001763828,0.0005223838,0.0003735099,0.0001108161],"category_scores_gemma":[0.0001625264,0.0003729086,0.0001825305,0.001597365,0.0006085479,0.0006918043,0.000138146,0.0003592254,0.00001741611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006181112,"about_ca_system_score_gemma":0.0006677177,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03867135,"about_ca_topic_score_gemma":0.1535255,"domain_scores_codex":[0.997108,0.0003386188,0.000427368,0.0007886517,0.0006285333,0.0007088271],"domain_scores_gemma":[0.9982205,0.000186984,0.0001901172,0.0004743015,0.0003521554,0.0005759185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00253878,0.002564367,0.09573527,0.0001305933,0.001309198,0.001993555,0.7267285,0.0002542807,0.01016335,0.0700065,0.03717526,0.05140037],"study_design_scores_gemma":[0.001570399,0.0005708247,0.007605107,0.0002231943,0.0002624526,0.000004133303,0.1062915,0.0001400719,0.000335278,0.0007824902,0.8814724,0.000742125],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.956162,0.000245693,0.0002460129,0.00275178,0.001103445,0.0005026307,0.0002518905,0.0001779949,0.03855851],"genre_scores_gemma":[0.9656907,0.0001517371,0.001959763,0.0002103194,0.001594865,0.000004271703,0.0001263077,0.00003823922,0.03022374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8442972,"threshold_uncertainty_score":0.9998723,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2984678164","doi":"","title":"LIVING LEGACIES 1914-18 Digital Centenaries","year":2019,"lang":"en","type":"article","venue":"Staffordshire Online Repository (Staffordshire University)","topic":"Archaeological Research and Protection","field":"Earth and Planetary 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":"Battle; Crew; History; Quarter (Canadian coin); Art history; Event (particle physics); Art; Visual arts; Cartography; Archaeology; Geography","authors":[{"name":"Fiona Graham","is_ca":false},{"name":"Paul Ottey","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0129247219548952,"gpt":0.2003134038841394,"spread":0.1873886819292442,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002331269,0.000378717,0.0003931152,0.000418397,0.0007543482,0.0002638321,0.0007197983,0.0002283538,0.0018869],"category_scores_gemma":[0.0001632323,0.0003367048,0.0002588597,0.0008220931,0.0004689541,0.001831274,0.0002189964,0.0005577744,0.0003049044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007567566,"about_ca_system_score_gemma":0.0002874024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001181892,"about_ca_topic_score_gemma":0.001920017,"domain_scores_codex":[0.9971002,0.0001856837,0.0003313494,0.0007175879,0.0007263673,0.0009388618],"domain_scores_gemma":[0.9982303,0.0004132871,0.0001887816,0.0004908387,0.0002002568,0.0004765391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001037779,0.0002108463,0.8517172,0.0002095315,0.0002012268,0.0007510217,0.0007980923,0.001191261,0.0003149082,0.002286985,0.0008304117,0.1404508],"study_design_scores_gemma":[0.001673911,0.004159736,0.3062779,0.0004552192,0.00008727611,0.0003118474,0.01790233,0.008141601,0.0004780846,0.002405254,0.6561447,0.001962083],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8174624,0.0002515505,0.0007740599,0.0002065089,0.0006661585,0.0005416807,0.000308611,0.0003511454,0.1794379],"genre_scores_gemma":[0.9529187,0.000146992,0.0008920353,0.00004473164,0.0002577865,3.675913e-7,0.0002607452,0.00001446074,0.04546415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6553143,"threshold_uncertainty_score":0.9999085,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2905634572","doi":"","title":"Philip Astley: His Life and Legacy","year":2018,"lang":"en","type":"article","venue":"Staffordshire Online Repository (Staffordshire University)","topic":"Historical Art and Culture Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Exhibition; Art; Art history; Visual arts; Cabinet (room)","authors":[{"name":"Carmel Thomason","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01812710589509159,"gpt":0.1996303936327739,"spread":0.1815032877376823,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0001072527,0.000437865,0.0004835705,0.0003265338,0.002434584,0.0002742718,0.0004189548,0.0001362059,0.0008548102],"category_scores_gemma":[0.00008270178,0.0004029562,0.0002038373,0.0002472016,0.001570562,0.001531997,0.000302738,0.0003004423,0.0001793385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000221494,"about_ca_system_score_gemma":0.000188751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004775168,"about_ca_topic_score_gemma":0.003296155,"domain_scores_codex":[0.9979522,0.00009642207,0.0003702274,0.000599861,0.0003959988,0.000585282],"domain_scores_gemma":[0.9982934,0.00006373079,0.0002080919,0.0004397229,0.0005757196,0.0004193457],"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":[0.0008289661,0.001166506,0.0020494,0.0002526439,0.000815479,0.0003917161,0.06169854,0.000001188194,0.0004866875,0.7193882,0.1929483,0.0199724],"study_design_scores_gemma":[0.0006535876,0.0004641399,0.0002108883,0.00004571079,0.000128164,0.00001475196,0.02356478,0.00002188343,0.00005286701,0.0003018644,0.9740271,0.0005142748],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2081433,0.0006613719,0.00007942854,0.00189885,0.002932582,0.0004002129,0.0002068081,0.0006157106,0.7850617],"genre_scores_gemma":[0.843585,0.000138128,0.0003330024,0.0004080698,0.004304573,0.000002472647,0.00007242127,0.00004875204,0.1511076],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7810788,"threshold_uncertainty_score":0.9998422,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7011507437","doi":"","title":"Murder in an Attention Economy: Media, Celebrity and the Prosecution of Luka Magnotta","year":2024,"lang":"en","type":"other","venue":"Staffordshire Online Repository (Staffordshire University)","topic":"Scientific Research and Discoveries","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Circumstantial evidence; Paraphernalia; Subject (documents); Subpoena; Headline; Government (linguistics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.007384202757835175,"gpt":0.2340604145578731,"spread":0.226676211800038,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003532652,0.0004077932,0.0005993078,0.0007706274,0.0001541012,0.0002093224,0.0005307529,0.00022087,0.00029323],"category_scores_gemma":[0.00001586267,0.000338056,0.0002451252,0.0006220399,0.0009840342,0.0004665712,0.0003232261,0.0004869807,0.00001326929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001157867,"about_ca_system_score_gemma":0.0004014559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003253354,"about_ca_topic_score_gemma":0.003423736,"domain_scores_codex":[0.9977161,0.0002598723,0.0004191227,0.0007888093,0.0003614744,0.0004546066],"domain_scores_gemma":[0.9985649,0.00007868852,0.0003665446,0.0006748577,0.0001226342,0.0001924021],"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":[0.003121391,0.004312317,0.08427504,0.004206561,0.001859505,0.0006638462,0.007860565,0.00004075286,0.0007629186,0.6679037,0.1987266,0.02626681],"study_design_scores_gemma":[0.01202449,0.0008317141,0.005063049,0.00278442,0.0009720923,0.00002397506,0.05632564,0.002050913,0.0005954658,0.0259677,0.890789,0.002571566],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1947939,0.001195579,0.0002497418,0.0002698507,0.001078834,0.001587476,0.001517025,0.0001800446,0.7991275],"genre_scores_gemma":[0.4309897,0.00009308153,0.0002725286,0.00000979908,0.0008506331,0.0000120774,0.0008982888,0.0002443356,0.5666296],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6920624,"threshold_uncertainty_score":0.9999071,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6980444705","doi":"","title":"A case study examining Graduate Attribute implementation in a Higher Education Institute department and its Further Education college partners.&#13;\\nTransformative education or ‘ticking the box’?","year":2018,"lang":"en","type":"dissertation","venue":"Staffordshire Online Repository (Staffordshire University)","topic":"Leptospirosis research and findings","field":"Immunology and Microbiology","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":"Employability; Higher education; Viewpoints; Exploratory research; Quality (philosophy); Transferable skills analysis; Stakeholder; Further education; Relevance (law); Interpretation (philosophy)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.06339128867818483,"gpt":0.3449631381162156,"spread":0.2815718494380308,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0004693457,0.0007146474,0.0006509367,0.001089645,0.001424643,0.0001590734,0.0004434781,0.0005338811,0.000174334],"category_scores_gemma":[0.00005533563,0.0006083226,0.0001410201,0.001171452,0.0002280379,0.001204645,0.0001415083,0.0009005184,0.00002063514],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001176923,"about_ca_system_score_gemma":0.005900464,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002674595,"about_ca_topic_score_gemma":0.03075234,"domain_scores_codex":[0.996449,0.0006299336,0.0008627061,0.0009852052,0.0002973463,0.0007758155],"domain_scores_gemma":[0.9976078,0.0001285311,0.0007898331,0.0005184012,0.000799491,0.0001559013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.01789963,0.04944878,0.09971527,0.005175415,0.008264656,0.005708118,0.370223,0.00002860143,0.01555601,0.01334232,0.03708434,0.3775539],"study_design_scores_gemma":[0.005119892,0.003091295,0.03127686,0.001114171,0.001159672,0.001449933,0.8425714,0.00001220025,0.00364474,0.00009779631,0.1088874,0.001574647],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869337,0.001048657,0.000007174006,0.0003018833,0.003951547,0.003993779,0.0003546929,0.000101107,0.003307473],"genre_scores_gemma":[0.9410371,0.0002939199,0.00007762422,0.00007378629,0.0003426826,0.0001914526,0.005213704,0.0000721719,0.05269761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4723484,"threshold_uncertainty_score":0.9998754,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7037943205","doi":"","title":"The Future of The Potteries, Friday Late at the V&amp;A.","year":2015,"lang":"en","type":"other","venue":"Staffordshire Online Repository (Staffordshire University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Event (particle physics); Panel discussion; Quarter (Canadian coin); Period (music)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.009785791877020566,"gpt":0.2158138439343125,"spread":0.2060280520572919,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","open_science","research_integrity"],"consensus_categories":["metaepi_narrow","sts"],"category_scores_codex":[0.0009235899,0.001738506,0.001414119,0.0008725047,0.002961791,0.0002365338,0.005842613,0.001347582,0.0004643548],"category_scores_gemma":[0.0001516756,0.000987966,0.001199252,0.003843697,0.003463153,0.0003420566,0.00310519,0.001883853,0.000375986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002070377,"about_ca_system_score_gemma":0.00238027,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000899106,"about_ca_topic_score_gemma":0.05422946,"domain_scores_codex":[0.991556,0.001502232,0.001144676,0.001517708,0.002623433,0.001655939],"domain_scores_gemma":[0.9893424,0.0003625139,0.003128073,0.005728808,0.0008972594,0.0005409573],"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":[0.000813001,0.0003430838,0.0003441422,0.0001975414,0.001064928,0.0001506576,0.0005634134,0.00004927608,0.000527218,0.005084705,0.9896059,0.001256141],"study_design_scores_gemma":[0.00135155,0.0001955943,0.0001423828,0.0006230797,0.0008094095,0.0001306372,0.00344381,0.00001770562,0.0002470979,0.0001458563,0.9917505,0.001142325],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01672298,0.01072886,0.00001691988,0.002592646,0.008115474,0.00330463,0.01169371,0.001325323,0.9454995],"genre_scores_gemma":[0.001168006,0.001034628,0.0002242674,0.00009630323,0.003076048,0.000008779891,0.0008147961,0.001685581,0.9918916],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05333035,"threshold_uncertainty_score":0.9999489,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2199147854","doi":"","title":"\"Trrrrrrrrrrrrrr\", \"In D\" and \"Fifth Negative Space\" (Poems)","year":2012,"lang":"en","type":"article","venue":"Staffordshire Online Repository (Staffordshire University)","topic":"Poetry Analysis and Criticism","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":"Poetry; Literature; Musical; Art; Beauty; Elegy; Sensibility; Identity (music); White (mutation); Space (punctuation); History; Art history; Philosophy; Aesthetics; Linguistics","authors":[{"name":"Lisa Mansell","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.020719839569795,"gpt":0.2156711574160524,"spread":0.1949513178462574,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000504285,0.0007901153,0.0009499698,0.001154581,0.001159807,0.0003027337,0.0006271559,0.0002896196,0.0004872987],"category_scores_gemma":[0.0001129524,0.0008013759,0.0003863718,0.000650218,0.001041584,0.002406985,0.0003772011,0.0007486648,0.00005149139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004518144,"about_ca_system_score_gemma":0.0002029188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001473453,"about_ca_topic_score_gemma":0.00441008,"domain_scores_codex":[0.9957594,0.0003556208,0.0007664986,0.0009048783,0.0006619819,0.001551623],"domain_scores_gemma":[0.9975093,0.0003048946,0.0003862393,0.0007502257,0.000302015,0.0007473462],"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":[0.0006523136,0.003484022,0.03657518,0.0003790132,0.00066797,0.0008390646,0.06734708,0.00006661697,0.0008823845,0.8783022,0.003638343,0.007165829],"study_design_scores_gemma":[0.002869631,0.0005181262,0.009166528,0.0003320965,0.0004314775,0.000122417,0.106968,0.0009163807,0.0005261465,0.001184669,0.8750213,0.001943217],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8526621,0.001224339,0.00007695723,0.0007099487,0.001223482,0.000513633,0.0002538523,0.0003274071,0.1430083],"genre_scores_gemma":[0.9590418,0.0002738777,0.0004944714,0.0001969879,0.001515235,0.000006069684,0.00008077171,0.00009187957,0.03829889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8771175,"threshold_uncertainty_score":0.9994437,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6989189679","doi":"","title":"Alchemy and Metamorphosis","year":2021,"lang":"en","type":"other","venue":"Staffordshire Online Repository (Staffordshire University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Craft; Exhibition; Alchemy; Museology; Timeline; Tacit knowledge; Narrative; Ingenuity; The arts; Embodied cognition; Materiality (auditing)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01226173274154276,"gpt":0.2195277140136859,"spread":0.2072659812721432,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0002962727,0.002030871,0.002309734,0.003931268,0.0006910714,0.0003088878,0.001477396,0.001758549,0.002491416],"category_scores_gemma":[0.0001239014,0.002348501,0.0009124798,0.003378818,0.001058264,0.0004397577,0.001347579,0.001380401,0.0001692274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00101169,"about_ca_system_score_gemma":0.001161509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00149814,"about_ca_topic_score_gemma":0.003005586,"domain_scores_codex":[0.9925939,0.0005888499,0.0008938872,0.002848056,0.001416115,0.001659129],"domain_scores_gemma":[0.9944334,0.0001772442,0.001406246,0.002411822,0.0004324156,0.001138879],"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":[0.00044741,0.002339091,0.002056176,0.002082991,0.004601917,0.01049779,0.0004174241,0.00001035789,0.006472054,0.01486721,0.9508901,0.005317427],"study_design_scores_gemma":[0.002083788,0.0002505514,0.0001825881,0.001596823,0.001495773,0.0004386571,0.002235871,0.00008007244,0.0009983154,0.00003438488,0.9882078,0.002395374],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006232706,0.009862591,0.0001753785,0.0001720072,0.001642615,0.001320303,0.003090103,0.002637463,0.9748668],"genre_scores_gemma":[0.00177787,0.002135209,0.007475758,0.00007876187,0.00145434,0.000007462467,0.002572478,0.003034576,0.9814636],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03731765,"threshold_uncertainty_score":0.9995373,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7020135242","doi":"","title":"Jazz-Shaped Bodies:&#13;\\nMapping City Space, Time, and Sound&#13;\\nin Black Transnational Literature","year":2014,"lang":"en","type":"dissertation","venue":"Staffordshire Online Repository (Staffordshire University)","topic":"Postcolonial and Cultural Literary Studies","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":"Cityscape; Narrative; Poetics; Hegemony; Negotiation; African-American literature; Dialectic; Situated; Modernity","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01051159691414914,"gpt":0.203975830189711,"spread":0.1934642332755619,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0001927996,0.001271346,0.001309628,0.0007849695,0.002438809,0.0008898687,0.0007108371,0.0007137234,0.0004554582],"category_scores_gemma":[0.00005106087,0.001200957,0.0006299649,0.0003240767,0.0007483108,0.001360474,0.0001732095,0.001116869,0.00002911432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003063727,"about_ca_system_score_gemma":0.0002570477,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002280038,"about_ca_topic_score_gemma":0.02040792,"domain_scores_codex":[0.9958417,0.000231591,0.0008278757,0.001339553,0.0008494781,0.0009097722],"domain_scores_gemma":[0.9970351,0.0001946915,0.0007708588,0.0005210147,0.001094371,0.0003839502],"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":[0.006030173,0.002705398,0.002507539,0.006550733,0.005657731,0.001899365,0.2804972,0.0000593389,0.002412479,0.6522192,0.03307274,0.006388177],"study_design_scores_gemma":[0.001990492,0.0007601782,0.002211194,0.001133727,0.0008739175,0.00004078213,0.02082793,0.0005748468,0.00011459,0.002252751,0.9669169,0.002302732],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7590563,0.001448844,0.0000133588,0.001368084,0.002104987,0.000962226,0.002751491,0.0005384688,0.2317562],"genre_scores_gemma":[0.4606921,0.000309058,0.0001277202,0.0001321008,0.002018092,0.000007065372,0.009682019,0.0001120722,0.5269197],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9338441,"threshold_uncertainty_score":0.9990441,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7070365608","doi":"","title":"Ownership transformation and firm&#13;\\nperformance in the successor states of the&#13;\\nformer Yugoslavia","year":2016,"lang":"en","type":"dissertation","venue":"Staffordshire Online Repository (Staffordshire University)","topic":"Machine Learning in Bioinformatics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Oxford; York University","keywords":"Successor cardinal; Empirical research; Context (archaeology); Variety (cybernetics); Frontier; Politics; Panel data; Set (abstract data type); Consolidation (business); Imputation (statistics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.004744935439778682,"gpt":0.2206355455046937,"spread":0.215890610064915,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004014326,0.0005636806,0.0004759411,0.0003352109,0.0004704563,0.00006944758,0.001146895,0.000616089,0.00001229668],"category_scores_gemma":[0.0000845313,0.0003662936,0.0002909318,0.0005253577,0.0002971451,0.00009931999,0.0001332115,0.0006056507,0.000002130289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001039877,"about_ca_system_score_gemma":0.0004108631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003325938,"about_ca_topic_score_gemma":0.00548088,"domain_scores_codex":[0.997414,0.0002394426,0.0007756765,0.0004646713,0.0005892506,0.0005169815],"domain_scores_gemma":[0.9978224,0.00008265051,0.0008916401,0.0008315805,0.0002716888,0.0001000131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02188559,0.005322731,0.4880835,0.02956795,0.004234225,0.0003332242,0.1275141,0.004247334,0.1054513,0.01172304,0.01383901,0.1877979],"study_design_scores_gemma":[0.01252041,0.004479963,0.2602206,0.005796298,0.001585853,0.000381751,0.09723539,0.004773933,0.09922488,0.0006302685,0.5075502,0.005600397],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9751486,0.0003850925,0.0000847238,0.0002967327,0.0005252105,0.0008293398,0.0002708184,0.00002972801,0.02242975],"genre_scores_gemma":[0.9792683,0.001175716,0.0001498633,0.00007763452,0.0002031411,0.00000780895,0.002017832,0.00006018917,0.01703952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4937112,"threshold_uncertainty_score":0.9998789,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7064585571","doi":"","title":"Community Power Panel","year":2021,"lang":"en","type":"other","venue":"Staffordshire Online Repository (Staffordshire University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Fell; Power (physics); Neighbourhood (mathematics); Momentum (technical analysis); Session (web analytics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02019870814934829,"gpt":0.2407892580039412,"spread":0.2205905498545929,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002240613,0.0009088385,0.000979205,0.0009744619,0.0007593473,0.0001738413,0.001544229,0.0004859251,0.2041419],"category_scores_gemma":[0.00002253848,0.001025949,0.0005998854,0.001068035,0.0003978355,0.00005834661,0.001292489,0.001786629,0.00006363267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001248712,"about_ca_system_score_gemma":0.001061646,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01341197,"about_ca_topic_score_gemma":0.003363048,"domain_scores_codex":[0.9959222,0.0007291166,0.000541831,0.0009183231,0.0009118342,0.0009767094],"domain_scores_gemma":[0.9963683,0.0001419163,0.0005785297,0.002046645,0.0003257107,0.0005389063],"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":[0.0001117557,0.003081444,0.002793991,0.0004905618,0.001141854,0.0008667246,0.0003837534,0.000003404446,0.0007965838,0.009381767,0.9447491,0.03619913],"study_design_scores_gemma":[0.001171626,0.0002385712,0.0004052896,0.0005648161,0.0001764774,0.000009877052,0.008832055,0.00003787319,0.0001775561,0.00003645017,0.9873757,0.0009737368],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004909107,0.000330118,0.0003139523,0.0002646145,0.0009125642,0.0008536947,0.00103527,0.0004256726,0.990955],"genre_scores_gemma":[0.00824057,0.00006953355,0.0009263091,0.00003716819,0.0007730389,0.000006427001,0.002125179,0.0004762349,0.9873455],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2040782,"threshold_uncertainty_score":0.9992191,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6989995858","doi":"","title":"Complementarity of individual-level and community-level health promotion programmes: &#13;\\nA longitudinal and qualitative study of empowerment","year":2017,"lang":"en","type":"dissertation","venue":"Staffordshire Online Repository (Staffordshire University)","topic":"Community Health and Development","field":"Health Professions","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":"Empowerment; Thematic analysis; Health promotion; Qualitative research; Grounded theory; Community health; Public health; Inequality","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.2028545456852915,"gpt":0.4569109213036426,"spread":0.2540563756183511,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003569092,0.0008406072,0.002001281,0.001114769,0.006691624,0.0000544056,0.001142488,0.0006045778,0.00003581647],"category_scores_gemma":[0.0002806261,0.0009013045,0.000175279,0.0005019815,0.0004798518,0.000455549,0.0009586342,0.003207909,9.621726e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008921293,"about_ca_system_score_gemma":0.003865072,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04009913,"about_ca_topic_score_gemma":0.2196021,"domain_scores_codex":[0.9890983,0.005779681,0.002144776,0.000791878,0.001200339,0.0009849987],"domain_scores_gemma":[0.9910697,0.001027307,0.004525807,0.001460782,0.001275705,0.0006407224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.002673243,0.01502884,0.1179773,0.01860868,0.001435353,0.00005880311,0.8101934,0.000001108054,0.0000498155,0.00096133,0.0008078626,0.03220424],"study_design_scores_gemma":[0.00428627,0.006052287,0.2500868,0.002890463,0.0003422221,0.000006511347,0.7338157,0.00000734795,0.00003224473,0.0001956808,0.001726964,0.0005574984],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868076,0.0003659751,0.00003839707,0.0002136127,0.0007615549,0.005974284,0.00248179,0.00009854906,0.003258186],"genre_scores_gemma":[0.9840426,0.0004917005,0.001507472,0.00003300041,0.00008082578,0.00004674384,0.005827982,0.0000845895,0.007885074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1795029,"threshold_uncertainty_score":0.9993438,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7081706037","doi":"","title":"A Grand Union - Artist-Led Entanglements with Place.","year":2025,"lang":"en","type":"article","venue":"Staffordshire Online Repository (Staffordshire University)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","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":"Bespoke; Apothecary; Trilogy; Power (physics); Gunpowder; Space (punctuation)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.004519170893725923,"gpt":0.1946853893673658,"spread":0.1901662184736399,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002549738,0.0004701784,0.0004469407,0.0004992132,0.0008364395,0.0001995856,0.001527502,0.0002219042,0.00002545613],"category_scores_gemma":[0.00004640013,0.0004509235,0.0001756596,0.001853964,0.00022725,0.000840605,0.0006723203,0.0003816681,0.000006853233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000349017,"about_ca_system_score_gemma":0.000556422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001000706,"about_ca_topic_score_gemma":0.0003102251,"domain_scores_codex":[0.9971935,0.0002087884,0.0003993705,0.000999544,0.0004738045,0.0007250442],"domain_scores_gemma":[0.9978334,0.0001141792,0.0002823015,0.00113393,0.0003881181,0.0002481255],"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":[0.003834903,0.008735143,0.08036388,0.002354072,0.003772901,0.01474673,0.00529011,0.006325354,0.01923923,0.7168344,0.05554624,0.08295704],"study_design_scores_gemma":[0.005384483,0.000771508,0.0024474,0.0006314429,0.000218668,0.0001939696,0.002716701,0.007197428,0.01321692,0.00165051,0.9643082,0.001262754],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3330607,0.0002908275,0.186791,0.008407724,0.001629056,0.001352252,0.00009292402,0.001711308,0.4666642],"genre_scores_gemma":[0.8092908,0.00005822041,0.01236115,0.0001949235,0.000122578,0.000005836204,0.0001200481,0.00001560661,0.1778309],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.908762,"threshold_uncertainty_score":0.9997942,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6992009235","doi":"","title":"An Investigation Into the Health Outcomes of Canadian Ethnic Minorities Following a 17 Week Community-based Exercise Programme","year":2024,"lang":"en","type":"other","venue":"Staffordshire Online Repository (Staffordshire University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Ethnic group; Recreation; Health equity; Population; Physical activity; Public health; Physical fitness; Community health; Variety (cybernetics); Health promotion","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04574639791584609,"gpt":0.2873527782700133,"spread":0.2416063803541672,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001733318,0.001705415,0.002234679,0.01111339,0.001550883,0.000288556,0.003181046,0.001188344,0.00006995696],"category_scores_gemma":[0.00009024802,0.001586876,0.001258487,0.007344102,0.001559764,0.000652415,0.0004000487,0.002666229,0.00009044563],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003043497,"about_ca_system_score_gemma":0.007916485,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7074433,"about_ca_topic_score_gemma":0.9056674,"domain_scores_codex":[0.9915335,0.002218309,0.001359522,0.001396207,0.001567874,0.001924552],"domain_scores_gemma":[0.9923525,0.0002760763,0.001694958,0.003527782,0.0004030525,0.00174564],"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":[0.001197904,0.007535652,0.01733209,0.01764573,0.008073232,0.003639258,0.0952529,0.000394216,0.0006966504,0.01456077,0.7982553,0.03541633],"study_design_scores_gemma":[0.00279345,0.002621489,0.001130101,0.008072101,0.002522215,0.00002846155,0.08085187,0.0003794786,0.000202598,0.0004803285,0.8980364,0.002881475],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3713298,0.03369651,0.000173259,0.007086942,0.01099745,0.02058411,0.01868916,0.01278215,0.5246606],"genre_scores_gemma":[0.03821755,0.0005078406,0.008433559,0.0005093609,0.0006638028,0.00006009979,0.008032127,0.00376401,0.9398116],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.415151,"threshold_uncertainty_score":0.9997489,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6894356818","doi":"10.53964/jmnpr.2023012?sid=semanticscholar","title":"The drivers of evidence-based practice (EBP) at inception: Implications for low and medium-income countries (LMICS)","year":2023,"lang":"en","type":"article","venue":"Staffordshire Online Repository (Staffordshire University)","topic":"Health Policy Implementation Science","field":"Health Professions","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":"Context (archaeology); Health care; Quality (philosophy); Globalization; Process (computing); Resistance (ecology); Evidence-based practice; Face (sociological concept)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.2700591048111158,"gpt":0.5297321604225286,"spread":0.2596730556114128,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002388377,0.0003102594,0.0004367086,0.0005502146,0.005665939,0.00004673863,0.0007825858,0.0002579056,0.00002846522],"category_scores_gemma":[0.003131834,0.0002531253,0.0001498606,0.001787256,0.0009419227,0.001159007,0.0004794882,0.0003941772,0.000028531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001249434,"about_ca_system_score_gemma":0.003221923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002642365,"about_ca_topic_score_gemma":0.001611178,"domain_scores_codex":[0.9956369,0.0009600323,0.001057384,0.0006423672,0.0006766424,0.001026693],"domain_scores_gemma":[0.9808064,0.01493955,0.001292942,0.0008339939,0.001690909,0.0004362023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007889422,0.0005942996,0.6669143,0.01115873,0.0007965862,0.0001519441,0.0402102,0.0009853591,0.008711175,0.1497191,0.1018632,0.01100563],"study_design_scores_gemma":[0.002656023,0.0006121646,0.07822726,0.001106928,0.0002020047,0.00001321073,0.02872107,0.001084384,0.0004995046,0.000361094,0.886023,0.0004933087],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8574588,0.0001781438,0.002823282,0.1282863,0.001728273,0.004754379,0.001957672,0.0006147009,0.00219844],"genre_scores_gemma":[0.9559467,0.004007772,0.005594259,0.003486121,0.0009190538,0.00019942,0.0002594711,0.0001223232,0.02946487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7841598,"threshold_uncertainty_score":0.9999921,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7060696154","doi":"","title":"Obsolescence and Renewal, Brampton Museum, Newcastle-Under-Lyme in conjunction with the 2023 British Ceramic Biennial","year":2023,"lang":"en","type":"other","venue":"Staffordshire Online Repository (Staffordshire University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Obsolescence; Craft; Exhibition; Industrialisation; Colonialism; Style (visual arts); Studio; Polychrome","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.008356282038355874,"gpt":0.2108880463723362,"spread":0.2025317643339803,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001932279,0.0006369578,0.0006420029,0.0008233162,0.0004471792,0.0003000844,0.0007163682,0.0003213486,0.005221706],"category_scores_gemma":[0.00001127018,0.0006169277,0.0001707572,0.001399091,0.0005800071,0.0001163648,0.000505509,0.0008366517,0.00002300742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001443964,"about_ca_system_score_gemma":0.0006203352,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06127393,"about_ca_topic_score_gemma":0.167267,"domain_scores_codex":[0.9966449,0.0002146572,0.0004092175,0.001122485,0.0007698468,0.0008389435],"domain_scores_gemma":[0.9981661,0.0001686796,0.0004347886,0.0008094247,0.0001442887,0.000276718],"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":[0.00133336,0.002684571,0.02847674,0.0009214605,0.001559949,0.003318658,0.0009067356,0.0001924972,0.001456862,0.009178501,0.6679398,0.2820309],"study_design_scores_gemma":[0.003262117,0.0006066457,0.004239049,0.001481386,0.0002225508,0.00004006991,0.008666598,0.0004521036,0.00004806334,0.00004851776,0.9797165,0.001216428],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1085677,0.0004611094,0.0006297951,0.002183041,0.001229462,0.003027487,0.001121042,0.0009528035,0.8818276],"genre_scores_gemma":[0.03826469,0.0004099796,0.0001554782,0.00003400498,0.0008499114,0.00001575936,0.0003014746,0.0005306922,0.959438],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3117767,"threshold_uncertainty_score":0.9996282,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}