{"meta":{"query_hash":"c8e64d347f1f","filters":{"venue":"UWL Repository (University of West London)"},"cohort_total":23,"direct_labels_cover":0,"predictions_cover":23,"exported":23,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/c8e64d347f1f","api":"https://metacan.xera.ac/api/v1/cohort?venue=UWL+Repository+%28University+of+West+London%29"},"results":[{"id":"W1994273724","doi":"","title":"The ageing Scottish population: trends, consequences and responses","year":2008,"lang":"en","type":"article","venue":"UWL Repository (University of West London)","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Dalhousie University","keywords":"Emigration; Fertility; Population ageing; Immigration; Pension; Ageing; Population; Demographic economics; Inclusion (mineral); Projections of population growth; Population decline; Geography; Development economics; Economics; Demography; Sociology; Medicine","score_opus":0.01572048915394864,"score_gpt":0.2287757113183718,"score_spread":0.21305522216442316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994273724","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9875946,0.0015143928,0.000019105659,0.0014348521,0.00020050553,0.00005736981,0.0000020001557,0.00004589683,0.0091312835],"genre_scores_gemma":[0.9688487,0.0016981286,0.00015258511,0.000012943175,0.000099185796,1.795292e-7,0.0000012316071,0.000002675276,0.029184354],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991561,0.00021958372,0.000093270035,0.00015015954,0.0002393358,0.00014156262],"domain_scores_gemma":[0.9993868,0.00021915491,0.00013361392,0.00011351405,0.00008705079,0.000059890797],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00024010845,0.00006469398,0.000115279065,0.00005755465,0.004432391,0.00003537688,0.00015755366,0.00004555456,0.00002495642],"category_scores_gemma":[0.000065820794,0.000062940875,0.000048471127,0.00018353331,0.0016165922,0.0002784693,0.00003916107,0.00006136404,0.0000028855195],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001289495,0.000039774208,0.6312941,0.000015774332,0.0000890038,0.0004461128,0.33974105,0.0000061765086,0.00030623798,0.012345842,0.011163153,0.0044238674],"study_design_scores_gemma":[0.00016889091,0.000029561133,0.9616665,0.000018280149,0.000024528792,0.000022380362,0.0073802997,0.000006655377,0.000032180356,0.00029367468,0.030265635,0.00009138358],"about_ca_topic_score_codex":0.07234822,"about_ca_topic_score_gemma":0.05818659,"teacher_disagreement_score":0.33236074,"about_ca_system_score_codex":0.000035907735,"about_ca_system_score_gemma":0.00009399836,"threshold_uncertainty_score":0.9968637},"labels":[],"label_agreement":null},{"id":"W3033633196","doi":"","title":"Feldenkrais, Freud, Lacan, and Gould: how to love thyself not as thy neighbour","year":2021,"lang":"en","type":"book-chapter","venue":"UWL Repository (University of West London)","topic":"Musicology and Musical Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Active listening; Psychoanalysis; Reflexive pronoun; Art history; Art; Psychology; Sociology; Aesthetics; Literature; Psychotherapist","score_opus":0.01607669503444191,"score_gpt":0.17608117114201122,"score_spread":0.1600044761075693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033633196","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.038404357,0.00069300726,0.000014031314,0.0052441093,0.0008355778,0.00024340524,0.00011575467,0.000058594855,0.9543912],"genre_scores_gemma":[0.1431912,0.00017124627,0.000058110618,0.0009942359,0.00069764984,2.6223645e-7,0.000048611473,0.000030477784,0.8548082],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984831,0.000052275285,0.00019861903,0.0006502097,0.00034653678,0.00026925092],"domain_scores_gemma":[0.99845946,0.00013500589,0.0003196745,0.0004983266,0.00032358035,0.00026396255],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008696734,0.000374571,0.000755525,0.00023307455,0.0005503534,0.00014777521,0.00038494487,0.00039393938,0.011282526],"category_scores_gemma":[0.000019489007,0.0004191558,0.00039950892,0.000032695305,0.0006521061,0.00023209926,0.00031093488,0.00048635347,0.0004294573],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002682466,0.00013411697,0.00013745435,0.00025542144,0.0014918227,0.0017877439,0.020387918,0.0000053090607,0.0010068683,0.89273095,0.07999377,0.001800394],"study_design_scores_gemma":[0.00043001334,0.00026677566,0.00053978036,0.00017656163,0.00087947375,0.000041438096,0.0031463644,0.000007220964,0.00011776291,0.0011095966,0.9927416,0.0005434413],"about_ca_topic_score_codex":0.0015567002,"about_ca_topic_score_gemma":0.0071374713,"teacher_disagreement_score":0.9127478,"about_ca_system_score_codex":0.00007838634,"about_ca_system_score_gemma":0.00013918096,"threshold_uncertainty_score":0.999826},"labels":[],"label_agreement":null},{"id":"W3128411334","doi":"","title":"Love’s labours lost: post-work and social reproduction","year":2020,"lang":"en","type":"article","venue":"UWL Repository (University of West London)","topic":"Housing, Finance, and Neoliberalism","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Reproduction; Work (physics); Sociology; Engineering; Ecology; Biology","score_opus":0.015586776092590978,"score_gpt":0.17027071516191278,"score_spread":0.1546839390693218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3128411334","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96700686,0.00075896416,0.00026167673,0.0068429303,0.00034963846,0.00010664015,0.00003995921,0.000039430168,0.024593882],"genre_scores_gemma":[0.99204206,0.00012074687,0.0003845657,0.0002637885,0.00025633335,7.202361e-8,0.000008683638,0.00001535182,0.006908373],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99908084,0.000019180343,0.00020472023,0.0004691207,0.000046524525,0.00017964051],"domain_scores_gemma":[0.9993151,0.000013534954,0.0003303463,0.00019496253,0.00006333695,0.000082715145],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011244618,0.00011879341,0.00032174974,0.00007969961,0.00021456697,0.000029059087,0.00016894912,0.00011983877,0.00016531612],"category_scores_gemma":[0.000009140402,0.00017792392,0.00010514033,0.00023219829,0.00018232853,0.0003333291,0.00008665481,0.00015089911,0.00030676782],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00210883,0.0007779997,0.57048154,0.0009788967,0.00066155224,0.0008356348,0.1415152,0.00020036002,0.006960243,0.21669707,0.04685588,0.011926776],"study_design_scores_gemma":[0.0016011796,0.00030033474,0.42959696,0.000028709776,0.00005036689,0.000033371987,0.0019661211,0.000118206524,0.000734817,0.0003279656,0.5646516,0.00059033977],"about_ca_topic_score_codex":0.00054669095,"about_ca_topic_score_gemma":0.00002469005,"teacher_disagreement_score":0.51779574,"about_ca_system_score_codex":0.000051706214,"about_ca_system_score_gemma":0.000026109503,"threshold_uncertainty_score":0.7255527},"labels":[],"label_agreement":null},{"id":"W6981776746","doi":"","title":"Faust, Alberta, Opera in the City Festival, Bridewell Theatre, UK 2018","year":2018,"lang":"en","type":"other","venue":"UWL Repository (University of West London)","topic":"Legal case studies and regulations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; Dysgeusia; TSG101; Liquation; Diafiltration; Emperipolesis; Durvalumab; Fusible alloy","score_opus":0.012794898716233676,"score_gpt":0.23166001307436174,"score_spread":0.21886511435812805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981776746","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006522422,0.0004835903,0.000019421,0.0016969303,0.0007345171,0.00042368178,0.00001817548,0.00004591703,0.9900553],"genre_scores_gemma":[0.10161244,0.00037898065,0.00012875485,0.00006939328,0.00076003955,7.412993e-7,0.000010762259,0.000041882926,0.896997],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984158,0.0003283553,0.00014208701,0.00035897616,0.00045087584,0.00030388805],"domain_scores_gemma":[0.998953,0.00017959822,0.00023767137,0.00044797242,0.000076065604,0.00010569769],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030916708,0.00019721517,0.0003284244,0.00014156762,0.0011462095,0.00004578113,0.000717955,0.00030675923,0.003704112],"category_scores_gemma":[0.000031640477,0.00017238794,0.00018708404,0.00037305243,0.0015216019,0.00011195527,0.00015373329,0.00021000726,0.00017221476],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025919524,0.000105003666,0.01093278,0.00003364417,0.00010088397,0.00012899049,0.013392973,0.0000031312884,0.000006771046,0.0018986171,0.9730825,0.00028881288],"study_design_scores_gemma":[0.0002932968,0.00005197983,0.009236548,0.00010823703,0.000091148,0.00000894906,0.010502112,0.0000036909296,0.0000018122614,0.00004286396,0.9794446,0.00021472562],"about_ca_topic_score_codex":0.36615244,"about_ca_topic_score_gemma":0.32623643,"teacher_disagreement_score":0.09509002,"about_ca_system_score_codex":0.00015577048,"about_ca_system_score_gemma":0.0002980326,"threshold_uncertainty_score":0.9972066},"labels":[],"label_agreement":null},{"id":"W6981793813","doi":"","title":"Feldenkrais, Freud, Lacan and Gould: how to love thyself for thy neighbour","year":2021,"lang":"en","type":"other","venue":"UWL Repository (University of West London)","topic":"Ancient Egypt and Archaeology","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Reflexive pronoun; Active listening; Piano; Biography; Tact","score_opus":0.01385542451700542,"score_gpt":0.18750232712218373,"score_spread":0.17364690260517832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981793813","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012445236,0.0020823767,0.00022270631,0.002268998,0.0016594068,0.00061751547,0.00025828285,0.00010518027,0.9803403],"genre_scores_gemma":[0.029367184,0.00014018702,0.00048600754,0.00016676832,0.0008483641,7.990374e-7,0.00007263663,0.00009949639,0.96881855],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99894476,0.00004718692,0.00010189142,0.00045236247,0.00016807772,0.0002857131],"domain_scores_gemma":[0.99912965,0.00006817646,0.00022172493,0.00031896957,0.00010821701,0.0001532786],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005603425,0.00024872122,0.00046559627,0.00020947857,0.00027120052,0.000055298726,0.00031364776,0.00020391343,0.0035177434],"category_scores_gemma":[0.000010927272,0.00028086282,0.00017949281,0.000043990112,0.00055984844,0.00008728971,0.00019828508,0.00016214163,0.00004714753],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000090298265,0.000092478986,0.0014874671,0.00044092548,0.00029371888,0.00013993999,0.027231975,7.560424e-7,0.00043077712,0.04649376,0.9226692,0.00062875083],"study_design_scores_gemma":[0.0005265482,0.00020477577,0.00063455966,0.00018119576,0.0001173101,0.000013210481,0.008960633,0.000008148722,0.0000453559,0.000085041,0.9889072,0.0003160269],"about_ca_topic_score_codex":0.002400684,"about_ca_topic_score_gemma":0.013703634,"teacher_disagreement_score":0.066238046,"about_ca_system_score_codex":0.000034555265,"about_ca_system_score_gemma":0.00008474643,"threshold_uncertainty_score":0.99996436},"labels":[],"label_agreement":null},{"id":"W6986830074","doi":"","title":"Reimagining the ‘phonographic’ in sample-based hip-hop production: making records within records","year":2022,"lang":"en","type":"other","venue":"UWL Repository (University of West London)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Narrative; Mainstream; Poetics; Amateur; Autoethnography; Situated; Phenomenon; Sample (material); Craft","score_opus":0.015306481996916654,"score_gpt":0.21329243506122925,"score_spread":0.1979859530643126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986830074","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.088195436,0.0040572267,0.00069310976,0.0034085207,0.020730268,0.0058713444,0.0008969824,0.003792832,0.87235427],"genre_scores_gemma":[0.1335545,0.00022072147,0.024231514,0.00023726597,0.0021968721,0.00003912283,0.0006506895,0.0028846725,0.83598465],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99490273,0.0011789852,0.0005973568,0.0015069658,0.0011464343,0.0006675532],"domain_scores_gemma":[0.9950655,0.00031663154,0.0021335087,0.002154192,0.0001859468,0.00014423183],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014315874,0.0007236759,0.0009722432,0.002062366,0.00094699993,0.0000810156,0.0017669498,0.0004277101,0.0058267377],"category_scores_gemma":[0.00022293982,0.0007609959,0.0004833327,0.002865399,0.0010001871,0.00037008102,0.0005393158,0.0020767115,0.00019034518],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021449777,0.0007902256,0.27115682,0.00092141505,0.0010493186,0.0016848878,0.008651027,0.0020594646,0.0012587493,0.0003375323,0.7072082,0.0027374018],"study_design_scores_gemma":[0.002390413,0.00033284875,0.016089391,0.001654685,0.0006787989,0.000257941,0.009857951,0.0005970666,0.00012228254,0.00010415055,0.9663139,0.0016006004],"about_ca_topic_score_codex":0.024305055,"about_ca_topic_score_gemma":0.024508996,"teacher_disagreement_score":0.25910568,"about_ca_system_score_codex":0.0009984085,"about_ca_system_score_gemma":0.0008875826,"threshold_uncertainty_score":0.9994841},"labels":[],"label_agreement":null},{"id":"W6997506003","doi":"","title":"From West London to the world, the British Mod phenomenon","year":2020,"lang":"en","type":"other","venue":"UWL Repository (University of West London)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Punk; Musical; Club; Exhibition; Cult; Symphony; Style (visual arts); Multiculturalism; Subculture (biology); Quarter (Canadian coin)","score_opus":0.007633049520890781,"score_gpt":0.1818849774200041,"score_spread":0.1742519278991133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6997506003","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011477265,0.004581866,0.0003017772,0.003608048,0.0022122427,0.0024398428,0.0023479261,0.0011139001,0.97191715],"genre_scores_gemma":[0.02915531,0.00016608414,0.0009705928,0.0004366027,0.0024077801,0.0000053138733,0.00032651803,0.001102064,0.9654297],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957832,0.0005775297,0.00039062565,0.0013530754,0.0012049451,0.000690613],"domain_scores_gemma":[0.99604946,0.00024957763,0.0009930354,0.0020984558,0.00014735648,0.00046208242],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00026886,0.0007222414,0.0010374819,0.00033079612,0.0013752537,0.00044687832,0.0034133415,0.00040369958,0.0059712743],"category_scores_gemma":[0.000039686445,0.0007362437,0.00053711835,0.0013607952,0.0007808161,0.00025874565,0.0011352529,0.0010470491,0.010401135],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025496774,0.00018630894,0.00079251785,0.00007508757,0.0007272908,0.0009468814,0.0019869467,0.000088369605,0.0016399496,0.00010396982,0.9915445,0.0016532289],"study_design_scores_gemma":[0.0011756148,0.00012594923,0.006929233,0.0006351687,0.0006930019,0.000060086197,0.0020258476,0.000077718265,0.00010565341,0.000034271943,0.98733,0.0008074082],"about_ca_topic_score_codex":0.10856899,"about_ca_topic_score_gemma":0.1403123,"teacher_disagreement_score":0.031743318,"about_ca_system_score_codex":0.00046368968,"about_ca_system_score_gemma":0.00030443218,"threshold_uncertainty_score":0.99992484},"labels":[],"label_agreement":null},{"id":"W6999060567","doi":"","title":"Building business resilience in hotel global operating systems","year":2014,"lang":"en","type":"other","venue":"UWL Repository (University of West London)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business continuity; Resilience (materials science); Terrorism; Order (exchange); Coping (psychology); Contingency plan; Indian ocean; Business operations","score_opus":0.006180233150160818,"score_gpt":0.20198294627578525,"score_spread":0.19580271312562444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999060567","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21534908,0.0035509209,0.005346377,0.00004353698,0.0029816693,0.0015100368,0.00026862236,0.001054173,0.76989555],"genre_scores_gemma":[0.6357822,0.00008050743,0.0065619037,0.000015216121,0.0007770104,0.0000020061836,0.000053246564,0.0007732654,0.35595468],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99678046,0.00043750662,0.00040646852,0.0010118388,0.00078381033,0.0005798981],"domain_scores_gemma":[0.9973541,0.00007948203,0.0010513145,0.0010465776,0.0002650421,0.00020349634],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000457563,0.00054089393,0.0010433457,0.0005600286,0.00027266899,0.000098890705,0.0013352444,0.00065077987,0.00015697906],"category_scores_gemma":[0.00010218061,0.0007162636,0.00015732153,0.0013440987,0.0004898766,0.00035041478,0.00043312937,0.00040740758,0.0007097095],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00067203434,0.0011667851,0.30443358,0.007483076,0.00092418736,0.008033316,0.0016708472,0.032326974,0.06699767,0.007404108,0.5671248,0.0017626174],"study_design_scores_gemma":[0.010690914,0.00047631055,0.38635814,0.03139297,0.001119042,0.0017985706,0.0071499567,0.014078475,0.0005124538,0.00004372569,0.539486,0.0068934476],"about_ca_topic_score_codex":0.043934166,"about_ca_topic_score_gemma":0.00406329,"teacher_disagreement_score":0.42043307,"about_ca_system_score_codex":0.00087079126,"about_ca_system_score_gemma":0.00039117862,"threshold_uncertainty_score":0.9995288},"labels":[],"label_agreement":null},{"id":"W7000540405","doi":"","title":"Falling in line: news media and public health response during the 2009 H1N1 outbreak in Canada","year":2015,"lang":"en","type":"dissertation","venue":"UWL Repository (University of West London)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Public health; News media; Media relations; Social media; Pandemic; Journalism; Health communication; Exploit; Falling (accident)","score_opus":0.01878135360236594,"score_gpt":0.25180803648206806,"score_spread":0.23302668287970213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000540405","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9869738,0.0020557726,0.000002399105,0.004579976,0.00025170195,0.000247762,0.0000090482545,0.0000137516045,0.0058657513],"genre_scores_gemma":[0.99513215,0.0016057316,0.00007523067,0.000025513102,0.000036437254,0.0000011486663,0.000069800524,0.000008252092,0.003045724],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9977735,0.0009930945,0.0002789976,0.00022555936,0.00046208105,0.0002667314],"domain_scores_gemma":[0.9985385,0.00031425024,0.0004194462,0.00034947085,0.00020386573,0.00017444474],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013518119,0.000116811745,0.00026380058,0.00026909125,0.0006566232,0.000059925336,0.000569886,0.00016702431,0.00001522491],"category_scores_gemma":[0.0002912042,0.00012962555,0.000039479084,0.000569682,0.00010789336,0.0003903334,0.000064431086,0.00041516597,0.0000013750314],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014177464,0.00038690356,0.46504092,0.000298779,0.00012954712,0.0001918135,0.47927743,0.00049456116,0.00042588846,0.0031214827,0.0037068732,0.045508053],"study_design_scores_gemma":[0.00042370378,0.000015711264,0.7211591,0.0001135746,0.000009068594,0.000001993114,0.26553372,0.00008181076,0.0000024516917,0.000087013745,0.012427851,0.00014398225],"about_ca_topic_score_codex":0.9770424,"about_ca_topic_score_gemma":0.9985855,"teacher_disagreement_score":0.2561182,"about_ca_system_score_codex":0.0015698553,"about_ca_system_score_gemma":0.007735404,"threshold_uncertainty_score":0.9978898},"labels":[],"label_agreement":null},{"id":"W7005555100","doi":"","title":"Risk factors for sleep disturbance and its effect on quality of life: an analysis of retrospective cohort study of adults with neck injuries","year":2007,"lang":"en","type":"article","venue":"UWL Repository (University of West London)","topic":"Biological and pharmacological studies of plants","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Retrospective cohort study; Sleep disorder; Psychosocial; Logistic regression; Cohort study; Marital status; Population; Cohort; Quality of life (healthcare)","score_opus":0.012741602294169298,"score_gpt":0.25943840697304726,"score_spread":0.24669680467887797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005555100","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986421,0.0001243112,0.000037196893,0.0000072906646,0.000034276163,0.00080293405,0.00017422228,0.0000135891905,0.00016406896],"genre_scores_gemma":[0.9998161,0.00003945075,0.000065388165,0.000005231326,0.000013292398,7.497676e-7,0.00002191919,0.0000033155602,0.000034530283],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99883527,0.00014646488,0.00027640472,0.00032006882,0.00028871265,0.00013307494],"domain_scores_gemma":[0.9981434,0.0006336013,0.0006150579,0.00017337063,0.00030984418,0.00012474507],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004341468,0.0001447072,0.0010327861,0.00009290713,0.00013593755,0.0000013665614,0.000115030925,0.000098113334,0.000013727946],"category_scores_gemma":[0.00020008573,0.00010100813,0.00014504828,0.0003239293,0.00028679657,0.0000594348,0.000056455603,0.00013389646,9.7546106e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.017182585,0.0012509493,0.97538173,0.00018208049,0.002312922,0.000007773262,0.0013913225,0.000019548304,0.0021091946,0.000026538453,0.000005483872,0.0001298814],"study_design_scores_gemma":[0.0027530342,0.016466333,0.97108865,0.0000391474,0.0021275515,2.8920584e-7,0.0027238955,0.00006328761,0.004635499,0.0000029797957,0.0000027468814,0.00009661668],"about_ca_topic_score_codex":0.002488986,"about_ca_topic_score_gemma":0.000696022,"teacher_disagreement_score":0.015215383,"about_ca_system_score_codex":0.00004227883,"about_ca_system_score_gemma":0.000010403506,"threshold_uncertainty_score":0.4118992},"labels":[],"label_agreement":null},{"id":"W7005926784","doi":"","title":"Silenzio, St. John's Church, Tilbury, UK","year":2024,"lang":"en","type":"other","venue":"UWL Repository (University of West London)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Class (philosophy); Population; Composition (language)","score_opus":0.007692134592681097,"score_gpt":0.1966518025675824,"score_spread":0.18895966797490132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005926784","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002256832,0.005498398,0.000050293867,0.00008743768,0.0022756534,0.00067254074,0.0012165715,0.0015089159,0.9864333],"genre_scores_gemma":[0.017515538,0.00022609516,0.00073845417,0.000023215414,0.0007802638,0.0000011146171,0.00017423897,0.0015668541,0.9789742],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962375,0.00022967956,0.0003514047,0.0013754908,0.0011118427,0.0006940574],"domain_scores_gemma":[0.99678993,0.00006713994,0.0008358957,0.0017280261,0.00016904039,0.00040999183],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002553601,0.0008163488,0.0011394203,0.0012793062,0.00023084453,0.000087737906,0.0014759693,0.0010122351,0.020325407],"category_scores_gemma":[0.000024081395,0.0010568597,0.0007169854,0.00080714,0.00087779056,0.0002167073,0.0007089571,0.0009788366,0.029078325],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012183532,0.00015642225,0.00036811005,0.00068983313,0.00080583827,0.0030770004,0.00053079013,0.0000055384803,0.004064615,0.0005431588,0.9893227,0.0003141606],"study_design_scores_gemma":[0.0009344178,0.00016839248,0.0013468192,0.0012805237,0.0010021374,0.00018395821,0.00085268816,0.000033707336,0.0002643733,0.00006880654,0.9928481,0.0010161028],"about_ca_topic_score_codex":0.00703153,"about_ca_topic_score_gemma":0.0014333195,"teacher_disagreement_score":0.015258707,"about_ca_system_score_codex":0.00054149615,"about_ca_system_score_gemma":0.00042780561,"threshold_uncertainty_score":0.99958074},"labels":[],"label_agreement":null},{"id":"W7008084677","doi":"","title":"Attitudes towards old age and age of retirement across the world: findings from the future of retirement survey","year":2013,"lang":"en","type":"other","venue":"UWL Repository (University of West London)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Retirement age; Age discrimination; Developed country; Older people; Age groups; Private sector","score_opus":0.017816354247010117,"score_gpt":0.2401799623434583,"score_spread":0.22236360809644817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008084677","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91665655,0.0048509077,0.000013422812,0.00032625304,0.0011177333,0.0019604163,0.0029641078,0.00016012741,0.07195048],"genre_scores_gemma":[0.48797596,0.0006477785,0.00053646154,0.000045476503,0.00033996446,0.0000029816347,0.0004395568,0.00038958993,0.5096222],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9961493,0.0007774705,0.00051986077,0.0008023933,0.0012718298,0.0004791592],"domain_scores_gemma":[0.9958699,0.00031127507,0.0016072281,0.0018085324,0.00024706178,0.00015605612],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010587283,0.00060627173,0.0011655464,0.00022698064,0.00044205354,0.00007719328,0.0018479312,0.00043820182,0.0012039606],"category_scores_gemma":[0.000037455437,0.00047929282,0.000366131,0.0006021491,0.0021195638,0.00015682586,0.0010482391,0.0005975994,0.000080702914],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006957404,0.00058827916,0.3101324,0.00085382466,0.0025651073,0.00042492407,0.011110595,0.000007104995,0.01894386,0.00065012317,0.6531286,0.0008994321],"study_design_scores_gemma":[0.0012006457,0.00014140343,0.85128814,0.0010491841,0.00041953963,0.000003932243,0.0024524622,0.00000489376,0.0010628557,0.000009923564,0.14189944,0.00046759995],"about_ca_topic_score_codex":0.075426504,"about_ca_topic_score_gemma":0.08383505,"teacher_disagreement_score":0.5411557,"about_ca_system_score_codex":0.00026193247,"about_ca_system_score_gemma":0.00014233218,"threshold_uncertainty_score":0.9997659},"labels":[],"label_agreement":null},{"id":"W7029878320","doi":"","title":"L'infanzia nel cinema di Steven Spielberg [Childhood in Steven Spielberg's cinema]","year":2010,"lang":"en","type":"book","venue":"UWL Repository (University of West London)","topic":"Literature, Culture, and Aesthetics","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Theme (computing); Movie theater; Biography; Performance art","score_opus":0.006217045081773616,"score_gpt":0.15989408252791348,"score_spread":0.15367703744613986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029878320","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09314785,0.0016628053,0.000004487146,0.0003494299,0.0027510757,0.0008143683,0.00027294143,0.00017558681,0.90082145],"genre_scores_gemma":[0.057815578,0.0001478785,0.0001418489,0.00019298935,0.0019120809,0.0000018275441,0.0004526282,0.0001074138,0.93922776],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99715036,0.0000995554,0.0006139017,0.0008792094,0.00067014445,0.00058680563],"domain_scores_gemma":[0.9972947,0.00009968822,0.0008230905,0.001083349,0.00041763092,0.00028153628],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001918753,0.00077861076,0.0011771084,0.00042515853,0.00069900433,0.00024997775,0.0011246939,0.0009340775,0.0015412016],"category_scores_gemma":[0.000017786706,0.0008269992,0.00062059093,0.000103097984,0.00073964987,0.0006548799,0.00032733218,0.0017676158,0.00018281484],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00066748174,0.002384503,0.005064534,0.002107065,0.001362598,0.004754522,0.19841908,0.000068479574,0.00075416145,0.3282054,0.45175338,0.004458795],"study_design_scores_gemma":[0.0018010646,0.00032794615,0.0037251518,0.000933965,0.00039498496,0.00010312143,0.0034461247,0.00001235616,0.000053474607,0.0014955405,0.9866298,0.0010764848],"about_ca_topic_score_codex":0.0013117788,"about_ca_topic_score_gemma":0.0078119533,"teacher_disagreement_score":0.5348764,"about_ca_system_score_codex":0.00018277708,"about_ca_system_score_gemma":0.000525556,"threshold_uncertainty_score":0.9994181},"labels":[],"label_agreement":null},{"id":"W7032369325","doi":"","title":"Faust, Alberta","year":2018,"lang":"en","type":"other","venue":"UWL Repository (University of West London)","topic":"melanin and skin pigmentation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Natural (archaeology); Government (linguistics); Identification (biology)","score_opus":0.00429887541140587,"score_gpt":0.18799961652432973,"score_spread":0.18370074111292387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7032369325","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026350573,0.0003605401,0.0004149241,0.000026740934,0.00059370464,0.0001645077,0.000015421736,0.000021947842,0.9720516],"genre_scores_gemma":[0.017840054,0.00017803784,0.0006989896,0.000023069097,0.00045330403,2.5533615e-7,0.00022192759,0.00008288935,0.9805015],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99930024,0.000047654823,0.00008306734,0.00031688958,0.00012634635,0.00012582056],"domain_scores_gemma":[0.9992755,0.0000063249468,0.00020717908,0.00039902568,0.00004429847,0.000067685054],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003671617,0.00015005351,0.000174489,0.000064790336,0.00007375429,0.0000075176904,0.0002658065,0.00033489522,0.0016273006],"category_scores_gemma":[0.00000792367,0.00018509384,0.00010916393,0.000047189227,0.00016390109,0.0000026239504,0.00010438278,0.00005180315,0.00020056702],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060020953,0.0000494076,0.0018740424,0.00006647818,0.00015429717,0.000024171406,0.00007118586,7.010963e-7,0.048998922,0.00005690654,0.9484195,0.00022437448],"study_design_scores_gemma":[0.0004764826,0.00018768494,0.0008205248,0.00007194134,0.00007423493,0.00002385102,0.00014342988,0.000005246072,0.0104036275,0.000003501266,0.98756856,0.00022092256],"about_ca_topic_score_codex":0.0016592056,"about_ca_topic_score_gemma":0.0010478538,"teacher_disagreement_score":0.03914906,"about_ca_system_score_codex":0.000014550558,"about_ca_system_score_gemma":0.00006093961,"threshold_uncertainty_score":0.99928534},"labels":[],"label_agreement":null},{"id":"W7044373071","doi":"","title":"Zanzibar soccer dreams","year":2016,"lang":"en","type":"other","venue":"UWL Repository (University of West London)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Film festival; Football; Diaspora; Documentary film; Tanzania; Movie theater; China","score_opus":0.0058287243146440335,"score_gpt":0.19005052747803525,"score_spread":0.1842218031633912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7044373071","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0029089667,0.0008336076,0.0001912762,0.00008567581,0.0011097804,0.00049450854,0.00038448122,0.0009539145,0.99303776],"genre_scores_gemma":[0.005877234,0.00015392665,0.00086132414,0.000021425141,0.00059592986,5.605331e-7,0.000064120526,0.001001464,0.991424],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973028,0.00021160059,0.00025146388,0.00089501526,0.00077247893,0.00056666933],"domain_scores_gemma":[0.99698216,0.00007402706,0.0010465549,0.0014023035,0.0001677603,0.00032718328],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016125418,0.00058660645,0.00088268257,0.0006618376,0.00027235196,0.00002878309,0.0012334862,0.00081142766,0.01993023],"category_scores_gemma":[0.00001612312,0.00065245846,0.000516139,0.00027732618,0.0009163229,0.00026968532,0.00039155933,0.00037676454,0.031466283],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013921488,0.00019102966,0.0023775715,0.00017186326,0.00054263265,0.00069024117,0.00029384208,0.0000014535744,0.007820617,0.0004967295,0.9864064,0.00086841796],"study_design_scores_gemma":[0.0016916252,0.0000926641,0.0027715396,0.0006816412,0.00041617654,0.000087597226,0.00031945136,0.0000061938686,0.00055378966,0.000023596236,0.9925417,0.00081405434],"about_ca_topic_score_codex":0.0037857327,"about_ca_topic_score_gemma":0.00089004263,"teacher_disagreement_score":0.011536054,"about_ca_system_score_codex":0.00038445208,"about_ca_system_score_gemma":0.0003178439,"threshold_uncertainty_score":0.99959266},"labels":[],"label_agreement":null},{"id":"W7051805811","doi":"","title":"Past history and future challenges of
\\nHuman Work Interaction Design (HWID):
\\ngenerating cross-domain knowledge
\\nabout connecting work analysis and
\\ninteraction design","year":2013,"lang":"en","type":"book","venue":"UWL Repository (University of West London)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Japan Science and Technology Agency; Socialdepartementet; Mitacs; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Foreign Affairs and International Trade Canada; Dalhousie University; Ministry of Education, Culture, Sports, Science and Technology; VINNOVA; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Work (physics); Interaction design; Focus (optics); Perspective (graphical)","score_opus":0.019578655604954268,"score_gpt":0.22750700380291766,"score_spread":0.2079283481979634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7051805811","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5273668,0.016774612,0.03743047,0.00086311094,0.0029894665,0.0033932517,0.000045821227,0.00024901264,0.41088745],"genre_scores_gemma":[0.58794713,0.0009714119,0.00479139,0.000014443716,0.002479249,0.00002456862,0.00020856973,0.00014396278,0.40341926],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965888,0.00066239794,0.00070184027,0.0010527566,0.00052529544,0.00046890893],"domain_scores_gemma":[0.99600494,0.0007955193,0.0014804904,0.00069352717,0.0007372473,0.000288259],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000706626,0.00063529256,0.0011250414,0.0008763282,0.0007133441,0.00015510796,0.00048529066,0.00040890582,0.010440708],"category_scores_gemma":[0.0000196274,0.0007694369,0.0004264925,0.0003754383,0.0004420004,0.00031150912,0.00044731825,0.0009662458,0.000029641318],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026593525,0.0013931644,0.07407187,0.0020365817,0.009768853,0.00017717229,0.036006834,0.0015667516,0.008941563,0.001724696,0.07665351,0.78499967],"study_design_scores_gemma":[0.0089646,0.0026104653,0.30043158,0.0049003153,0.008352937,0.00006380925,0.04922921,0.0065107113,0.0020936981,0.0005608069,0.61061823,0.0056636385],"about_ca_topic_score_codex":0.0030697514,"about_ca_topic_score_gemma":0.0012043695,"teacher_disagreement_score":0.77933604,"about_ca_system_score_codex":0.00030502793,"about_ca_system_score_gemma":0.0004138879,"threshold_uncertainty_score":0.99947566},"labels":[],"label_agreement":null},{"id":"W7052411293","doi":"","title":"Reggae remix = grime time: recontextualising cultural aurality through new soundscape","year":2019,"lang":"en","type":"other","venue":"UWL Repository (University of West London)","topic":"Peptidase Inhibition and Analysis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Hyporeflexia; Fusible alloy; Durvalumab","score_opus":0.014306669465984436,"score_gpt":0.2301218051302218,"score_spread":0.21581513566423735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7052411293","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019194154,0.0009714837,0.00017907795,0.0014888262,0.00026355532,0.00043974235,0.00006162124,0.00039075562,0.9770108],"genre_scores_gemma":[0.015665388,0.00012022068,0.0014957138,0.00021865455,0.0005496422,1.5034826e-7,0.0003137085,0.00013222451,0.9815043],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99810666,0.00012772273,0.00030258938,0.0006339416,0.00052439957,0.00030470314],"domain_scores_gemma":[0.99800926,0.00004935274,0.00068385137,0.0008335073,0.00017127617,0.00025273827],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00011626952,0.00037508408,0.0009826995,0.00022501466,0.00019085122,0.000038911614,0.0003075522,0.0005502083,0.005667471],"category_scores_gemma":[0.000036528305,0.00039933855,0.0006624642,0.0003136079,0.0002740041,0.00028026785,0.0001268939,0.00043954508,0.0015967912],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015737713,0.000113804315,0.00075034896,0.00029932024,0.00046855392,0.00027730607,0.0008010229,0.0000014188008,0.010929688,0.00012170634,0.9857723,0.00030713584],"study_design_scores_gemma":[0.0042538084,0.00028226114,0.0017934977,0.0050545787,0.001698989,0.0004751088,0.0038311542,0.00006548671,0.0016335184,0.000065208544,0.9798603,0.0009860775],"about_ca_topic_score_codex":0.0068906755,"about_ca_topic_score_gemma":0.00023768259,"teacher_disagreement_score":0.0092961695,"about_ca_system_score_codex":0.00022217057,"about_ca_system_score_gemma":0.00035831932,"threshold_uncertainty_score":0.99984586},"labels":[],"label_agreement":null},{"id":"W7061903520","doi":"","title":"Single-sex schooling in Trinidad and Tobago: a holistic exploration","year":2013,"lang":"en","type":"article","venue":"UWL Repository (University of West London)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Disengagement theory; Quarter (Canadian coin); Curriculum; Relation (database); Empirical evidence; State (computer science); Empirical research","score_opus":0.018952029324168358,"score_gpt":0.21225564248845596,"score_spread":0.1933036131642876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7061903520","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9514072,0.000035754652,0.0008151567,0.00040219983,0.000044473432,0.00025613498,0.0000018230576,0.000012691616,0.04702459],"genre_scores_gemma":[0.9916883,0.000005826234,0.00042414284,0.0000063813923,0.000039981365,0.0000016075629,0.0000061441506,0.0000042476413,0.007823387],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99934244,0.000051379593,0.00011896893,0.00018494319,0.00015685822,0.00014542557],"domain_scores_gemma":[0.99951774,0.00005892553,0.00007697042,0.0001631992,0.00007897437,0.00010421988],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007476197,0.000078154895,0.00013516565,0.000114176946,0.00010930234,0.000046103465,0.00012208137,0.00002945973,0.0066810353],"category_scores_gemma":[0.000010214024,0.000096128424,0.00003429444,0.00014064342,0.00007456823,0.00016129145,0.00010795576,0.00011109924,0.000041579566],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001057249,0.0006542067,0.36463574,0.000116203126,0.000065295004,0.00005725311,0.0031637512,0.000074552,0.14331396,0.002781587,0.0044385046,0.48059323],"study_design_scores_gemma":[0.007958802,0.0008498116,0.86344796,0.0003618571,0.0001137477,0.000010077719,0.056799002,0.016611481,0.012984297,0.0016581536,0.038163904,0.0010409227],"about_ca_topic_score_codex":0.0107266335,"about_ca_topic_score_gemma":0.00018766591,"teacher_disagreement_score":0.49881223,"about_ca_system_score_codex":0.000013656715,"about_ca_system_score_gemma":0.00005628205,"threshold_uncertainty_score":0.995861},"labels":[],"label_agreement":null},{"id":"W7062311956","doi":"","title":"Toccata for piano solo","year":2016,"lang":"en","type":"other","venue":"UWL Repository (University of West London)","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Piano; Musical; Concerto; Cello; Flute; Studio; Section (typography)","score_opus":0.006083168504089803,"score_gpt":0.18004559627706634,"score_spread":0.17396242777297655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7062311956","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025427511,0.0014136977,0.022087503,0.000081647595,0.0022658638,0.0008437552,0.000397159,0.0011933633,0.9462895],"genre_scores_gemma":[0.04710865,0.00027074857,0.0024356444,0.000009990364,0.00041000385,0.0000017442293,0.00003811192,0.00031220407,0.9494129],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99937963,0.000010078481,0.00009879121,0.00019756544,0.00010242228,0.00021150884],"domain_scores_gemma":[0.999412,0.00002760536,0.00009014112,0.0003527585,0.000031930693,0.00008555827],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000032197935,0.000175474,0.00027444944,0.000105365856,0.00006754225,0.000011416305,0.0003169557,0.00023586603,0.00041417687],"category_scores_gemma":[0.000002888281,0.00019379778,0.00013048263,0.00005641165,0.000080709455,0.000087715234,0.000049722978,0.00007963655,0.0001251312],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050688195,0.00007131124,0.0014765367,0.0006205449,0.0004112276,0.00008548264,0.00014310282,0.00008883384,0.016172469,0.0007904863,0.9753132,0.0047761276],"study_design_scores_gemma":[0.0009165544,0.000067961,0.0006472002,0.0002252004,0.000141376,0.000013059582,0.00007396471,0.0017277566,0.0015092888,0.000035170713,0.99418586,0.00045658927],"about_ca_topic_score_codex":0.00015258894,"about_ca_topic_score_gemma":0.00019311337,"teacher_disagreement_score":0.021681137,"about_ca_system_score_codex":0.000069495225,"about_ca_system_score_gemma":0.000033469667,"threshold_uncertainty_score":0.7902844},"labels":[],"label_agreement":null},{"id":"W7073574593","doi":"","title":"Assessment of health-related quality of life in patients with lymphedema of the lower limb","year":2006,"lang":"en","type":"article","venue":"UWL Repository (University of West London)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Lymphedema; Quality of life (healthcare); Lower limb; Confidence interval; Activities of daily living; McGill Pain Questionnaire; Upper limb; Ceiling effect; Compression stockings","score_opus":0.01644815010224862,"score_gpt":0.18287764975938936,"score_spread":0.16642949965714074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073574593","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9574187,0.0002199467,0.00003429411,0.000059659338,0.00038573667,0.00016033086,0.00011170893,0.000004117655,0.041605525],"genre_scores_gemma":[0.9946381,0.000014445189,0.00017773687,0.0000071179,0.0000039951406,1.6572709e-7,0.0000045762094,0.0000044301505,0.0051494697],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987803,0.000046692323,0.00073089724,0.00023153398,0.00007833613,0.00013221802],"domain_scores_gemma":[0.99780756,0.000046724115,0.0017044427,0.00032837887,0.0000842075,0.000028703933],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005151857,0.00008571678,0.00061290414,0.00012854027,0.00009011711,0.0000037490129,0.00025932028,0.00005443407,0.00020663731],"category_scores_gemma":[0.000018366381,0.00008817546,0.00013877203,0.0002468334,0.00033414105,0.00014246725,0.00011511813,0.000040804585,0.000011761714],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007667919,0.00051210995,0.98808813,0.000082765124,0.000069713955,3.7688633e-7,0.0002933399,0.00049939024,0.000011966828,0.009747353,0.0005922752,0.00002588653],"study_design_scores_gemma":[0.0014210012,0.00015302986,0.99715275,0.000043517688,0.000007540875,1.04528525e-7,0.0006159351,0.00008266857,0.00001912513,0.00013594047,0.00028818514,0.00008020732],"about_ca_topic_score_codex":0.011534307,"about_ca_topic_score_gemma":0.00030550009,"teacher_disagreement_score":0.037219383,"about_ca_system_score_codex":0.00012184496,"about_ca_system_score_gemma":0.00008962187,"threshold_uncertainty_score":0.995048},"labels":[],"label_agreement":null},{"id":"W7111930352","doi":"","title":"Patient experience of living with benign essential Blepharospasm","year":2022,"lang":"en","type":"other","venue":"UWL Repository (University of West London)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"American Academy of Ophthalmology; University of West London","keywords":"Patient experience; Qualitative research; Quality of life (healthcare); Focus group; Anxiety; Health care; Blepharospasm; Lived experience","score_opus":0.0038715318930997323,"score_gpt":0.17183865042892815,"score_spread":0.1679671185358284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7111930352","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4153438,0.00090054335,0.0001627051,0.000010775494,0.00073899026,0.00085572724,0.00034302904,0.0004655965,0.58117884],"genre_scores_gemma":[0.6398396,0.000049587434,0.001689984,0.0000074751265,0.00010805348,0.0000032190112,0.00004825194,0.000629018,0.35762483],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99705523,0.0002562861,0.00029227822,0.00081219285,0.0011865188,0.00039748295],"domain_scores_gemma":[0.996856,0.00012264248,0.0015843026,0.0010927548,0.00015638105,0.00018792118],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001100046,0.00044903785,0.0007910233,0.00055776973,0.0003481212,0.00001985765,0.00090044655,0.00024505466,0.016851416],"category_scores_gemma":[0.000029439076,0.00055930234,0.000263138,0.0005961887,0.0008308,0.00025082874,0.0006967021,0.00040072363,0.0001341125],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001847599,0.0043715155,0.16060881,0.0021901047,0.0032247293,0.005011556,0.07672228,0.0010346042,0.09113733,0.0009250844,0.6520445,0.000881878],"study_design_scores_gemma":[0.0043747127,0.00428842,0.041957945,0.0077939536,0.0027378567,0.0007798615,0.09612976,0.00026006464,0.01133639,0.0000076481065,0.82526356,0.005069832],"about_ca_topic_score_codex":0.007263521,"about_ca_topic_score_gemma":0.0010151514,"teacher_disagreement_score":0.22449581,"about_ca_system_score_codex":0.0003095952,"about_ca_system_score_gemma":0.00032023725,"threshold_uncertainty_score":0.9996858},"labels":[],"label_agreement":null},{"id":"W7112585877","doi":"","title":"Inspiring the chefs of tomorrow with Ashley Marsh [Podcast]","year":2025,"lang":"","type":"other","venue":"UWL Repository (University of West London)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Taste; Passion; Curiosity; Sustainability; Value (mathematics); Hospitality; Conversation; TRIPS architecture","score_opus":0.005509431453685223,"score_gpt":0.17274555391969984,"score_spread":0.16723612246601463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7112585877","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18635924,0.0033113253,0.00083324465,0.0003121303,0.0013964055,0.0024281424,0.00042191203,0.00031275192,0.80462486],"genre_scores_gemma":[0.4279655,0.00030518463,0.0018402758,0.00003073662,0.00023858437,0.0000016813143,0.000046658264,0.0005041649,0.5690672],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9930083,0.0011722378,0.00093775924,0.0018470954,0.001931227,0.0011033773],"domain_scores_gemma":[0.9903741,0.00045538388,0.0040115956,0.003518961,0.0012203114,0.0004196623],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.00096699776,0.0014264383,0.0023507797,0.0013962913,0.001193988,0.000103528626,0.0037600193,0.0011461884,0.004572977],"category_scores_gemma":[0.0000904432,0.0014408944,0.0010275462,0.002405797,0.003953684,0.00067830045,0.0015752704,0.0016771535,0.0011626504],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.024247859,0.013203998,0.41703874,0.027109394,0.043050397,0.017087715,0.04573023,0.005765754,0.1705518,0.013402405,0.1868066,0.03600508],"study_design_scores_gemma":[0.020243838,0.004301585,0.31338325,0.029009124,0.017037395,0.0012639789,0.03139055,0.0014313261,0.025016986,0.00009593019,0.5498117,0.0070143216],"about_ca_topic_score_codex":0.009220687,"about_ca_topic_score_gemma":0.0039567137,"teacher_disagreement_score":0.3630051,"about_ca_system_score_codex":0.00089142885,"about_ca_system_score_gemma":0.002680292,"threshold_uncertainty_score":0.99984854},"labels":[],"label_agreement":null},{"id":"W7113298593","doi":"","title":"Taking Stock – Legalization of Polish Medicinal Cannabis Seven Years Later: Users’ Perspectives, Substance Use & Misuse","year":2024,"lang":"en","type":"article","venue":"UWL Repository (University of West London)","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cannabis; Legalization; Medical cannabis; Medical prescription; Recreation; Recreational use; Recreational Drug; Nova scotia; Stock (firearms); Quality (philosophy)","score_opus":0.01633130055525879,"score_gpt":0.25403989570882296,"score_spread":0.23770859515356418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7113298593","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9927133,0.0022091074,0.00018959018,0.0023670658,0.00025798747,0.0003158923,0.000033863664,0.000080389655,0.0018328517],"genre_scores_gemma":[0.95199394,0.00022276003,0.00018273332,0.000021947337,0.00012269871,7.7019126e-7,0.00002151555,0.000028032928,0.047405627],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9984004,0.00008182031,0.00021097458,0.00039580895,0.0006326156,0.00027838032],"domain_scores_gemma":[0.99879277,0.000016338343,0.00016295369,0.0003751622,0.0004487463,0.0002040447],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019029685,0.00015308286,0.0003538821,0.00033381837,0.00012653184,0.00004125026,0.00020166178,0.00013513614,0.00027376844],"category_scores_gemma":[0.00005474042,0.00017563382,0.00020163572,0.0005908271,0.00038456067,0.00045958557,0.000064773805,0.0002937941,0.000007733749],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003577921,0.0012135315,0.26535684,0.003506789,0.0017280526,0.010125053,0.14352185,0.0002765856,0.1888579,0.0054932944,0.36396655,0.012375615],"study_design_scores_gemma":[0.001964569,0.00069692876,0.8835796,0.0011845167,0.00045823667,0.00043092849,0.016141014,0.0010251948,0.004823952,0.000018532774,0.08931403,0.00036248466],"about_ca_topic_score_codex":0.009336927,"about_ca_topic_score_gemma":0.0009544459,"teacher_disagreement_score":0.6182228,"about_ca_system_score_codex":0.00037354312,"about_ca_system_score_gemma":0.00052503776,"threshold_uncertainty_score":0.99726},"labels":[],"label_agreement":null}]}