{"meta":{"query_hash":"005f82729624","filters":{"venue":"Wolverhampton Intellectual Repository and E-Theses (University of Wolverhampton)"},"cohort_total":14,"direct_labels_cover":0,"predictions_cover":14,"exported":14,"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/005f82729624","api":"https://metacan.xera.ac/api/v1/cohort?venue=Wolverhampton+Intellectual+Repository+and+E-Theses+%28University+of+Wolverhampton%29"},"results":[{"id":"W116841366","doi":"","title":"Mediation Outcomes: Lawyers’ Experience with Mediation","year":2005,"lang":"en","type":"article","venue":"Wolverhampton Intellectual Repository and E-Theses (University of Wolverhampton)","topic":"Dispute Resolution and Class Actions","field":"Business, Management and Accounting","cited_by":4,"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":"Mediation; Lawyer supported mediation; Alternative dispute resolution; Conciliation; Law; Psychology; Dispute resolution; Political science; Family mediation; Dispute mechanism; Social psychology","score_opus":0.011849410526024482,"score_gpt":0.19485452347852975,"score_spread":0.18300511295250527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W116841366","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92242056,0.0029643623,0.0053510633,0.012374335,0.00022494789,0.0002442811,0.00006444803,0.00012294183,0.056232978],"genre_scores_gemma":[0.99181014,0.00075747335,0.0007543997,0.00068391924,0.000056662135,0.00006465684,0.000029143339,0.000035772333,0.0058078105],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.95425636,0.0336461,0.0011429384,0.0015952622,0.004571161,0.004788179],"domain_scores_gemma":[0.93393344,0.05091578,0.0056407675,0.0017231964,0.003812214,0.003974671],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.029271595,0.000494059,0.00083447853,0.0020089278,0.017151443,0.01372782,0.0032801102,0.0049412055,0.013277392],"category_scores_gemma":[0.09436372,0.00069547107,0.00047360596,0.002133971,0.010982224,0.008144006,0.013843383,0.007106778,0.0012264415],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008792901,0.00020806614,0.003646658,0.00012661319,0.000012016837,0.001992473,0.96304065,0.00012440796,0.0007233364,0.00782647,0.0015323529,0.020679096],"study_design_scores_gemma":[0.000029429908,0.00020955213,0.0032424887,0.00018899997,0.000014203753,0.0011687394,0.94367933,0.00028066002,0.0006218526,0.0029631865,0.047548324,0.000053174776],"about_ca_topic_score_codex":0.0052021053,"about_ca_topic_score_gemma":0.0077871834,"teacher_disagreement_score":0.029271595,"about_ca_system_score_codex":0.0057821674,"about_ca_system_score_gemma":0.005087019,"threshold_uncertainty_score":0.15480483},"labels":[],"label_agreement":null},{"id":"W2596699601","doi":"","title":"Law and order conservatism and youth justice: outcomes and effects in Canada and England and Wales","year":2015,"lang":"en","type":"article","venue":"Wolverhampton Intellectual Repository and E-Theses (University of Wolverhampton)","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":5,"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":"Discretion; Economic Justice; Conservatism; Order (exchange); Politics; Sociology; Law; Political science; Public administration; Economics","score_opus":0.021114060447976372,"score_gpt":0.23004851695557427,"score_spread":0.2089344565075979,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2596699601","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99145013,0.00071567827,0.00006195017,0.0013615248,0.000027444326,0.000046825004,0.00047616268,0.00001128275,0.005848936],"genre_scores_gemma":[0.994839,0.00034840926,0.00007425177,0.00023070155,0.0000042276633,0.000031157306,0.0002597734,0.000008974484,0.004203364],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9935774,0.00087084,0.00018509028,0.00042867658,0.0012429835,0.003695069],"domain_scores_gemma":[0.98719436,0.0008904503,0.0019078153,0.00031812664,0.0041753817,0.0055138646],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027214007,0.0004310881,0.0011788422,0.0023230563,0.012087914,0.0056605283,0.0026534596,0.0011787467,0.0036176168],"category_scores_gemma":[0.012378852,0.00038400057,0.0007194925,0.0051744846,0.006175017,0.0018556515,0.0068733864,0.0027617721,0.00037971273],"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":[0.0008181231,0.0008109618,0.8259742,0.00026507935,0.00014395369,0.0009748544,0.09910876,0.0010427907,0.0003800847,0.0074074026,0.009405115,0.053668723],"study_design_scores_gemma":[0.0000580782,0.00016936113,0.8716594,0.00026233317,0.00006442382,0.00009621254,0.11716322,0.0007267849,0.0002446364,0.0009176814,0.008551811,0.00008613644],"about_ca_topic_score_codex":0.99749446,"about_ca_topic_score_gemma":0.9988887,"teacher_disagreement_score":0.11547647,"about_ca_system_score_codex":0.11547647,"about_ca_system_score_gemma":0.13210829,"threshold_uncertainty_score":0.8378443},"labels":[],"label_agreement":null},{"id":"W3029709715","doi":"","title":"A first dataset for film age appropriateness investigation","year":2020,"lang":"en","type":"article","venue":"Wolverhampton Intellectual Repository and E-Theses (University of Wolverhampton)","topic":"Digital Media Forensic Detection","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Artificial intelligence; Boosting (machine learning); Gradient boosting; Computer science; Deep learning; Machine learning; Natural language processing; Random forest","score_opus":0.02774214660252221,"score_gpt":0.1893584811438719,"score_spread":0.1616163345413497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3029709715","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011277694,0.0005236034,0.0013676361,0.000481197,0.00028136416,0.00021916613,0.9730089,0.0016451216,0.01119538],"genre_scores_gemma":[0.009217082,0.00016754182,0.002859938,0.00012772313,0.0000780957,0.0002686795,0.98217195,0.00015405499,0.004955005],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986847,0.00019011457,0.00012759063,0.00032917561,0.00044673114,0.00022168408],"domain_scores_gemma":[0.9956055,0.0007493403,0.0003728535,0.0011288342,0.001614769,0.00052865536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007226811,0.0011094771,0.0007244536,0.005581857,0.0010329176,0.0014184457,0.0012746274,0.0021704186,0.031174822],"category_scores_gemma":[0.0053155874,0.00028983987,0.0009044661,0.003340131,0.00035233382,0.001208426,0.0017876781,0.0014079363,0.0458251],"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":[0.00022797797,0.0002135133,0.008085816,0.00057798,0.00004981199,0.0002706265,0.0001888692,0.0005759983,0.0015757056,0.00082872744,0.9449133,0.042491604],"study_design_scores_gemma":[0.00009921651,0.00008266489,0.07293906,0.00038124234,0.000059852588,0.00083928,0.0010422571,0.0025636882,0.002680687,0.001441823,0.91779804,0.00007220248],"about_ca_topic_score_codex":0.016780533,"about_ca_topic_score_gemma":0.041073944,"teacher_disagreement_score":0.031174822,"about_ca_system_score_codex":0.00095460156,"about_ca_system_score_gemma":0.0014954887,"threshold_uncertainty_score":0.10429013},"labels":[],"label_agreement":null},{"id":"W3153175599","doi":"","title":"Martin Ives, Reform, Revolution and Direct Action amongst British Miners: The Struggle for the Charter in 1919","year":2020,"lang":"en","type":"article","venue":"Wolverhampton Intellectual Repository and E-Theses (University of Wolverhampton)","topic":"Canadian Identity and History","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":"Charter; Political science; Index (typography); Action (physics); Law; Library science; Media studies; Sociology; Computer science; World Wide Web","score_opus":0.023609385767021592,"score_gpt":0.2109249770082683,"score_spread":0.1873155912412467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3153175599","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1734882,0.080792114,0.0004990819,0.28687412,0.0016486726,0.00005550577,0.00017013769,0.00002643469,0.45644578],"genre_scores_gemma":[0.8081575,0.018070294,0.0002672583,0.009565016,0.0002619706,0.000026660013,0.00004072873,0.000026554353,0.16358401],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986539,0.0005917045,0.000022498343,0.00009024442,0.00024811004,0.00039348262],"domain_scores_gemma":[0.9993094,0.0002852066,0.000056901576,0.000031320338,0.00014018688,0.00017686501],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018059459,0.00017264992,0.00029224894,0.000715778,0.012719366,0.0033319928,0.0003777625,0.0023285144,0.006161848],"category_scores_gemma":[0.0023757354,0.00023456705,0.0000803894,0.0010626222,0.010790419,0.002121514,0.0015269098,0.0030327789,0.0006706173],"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":[0.00011666139,0.00004015861,0.0042733587,0.00016165226,0.000008260859,0.0003284273,0.23992048,0.00013563993,0.00024384694,0.45133212,0.259949,0.043490406],"study_design_scores_gemma":[0.000015351403,0.000028799812,0.01587356,0.00049458083,0.0000050334766,0.00015522375,0.07047367,0.000078601624,0.00015010979,0.0181938,0.8944911,0.00004007039],"about_ca_topic_score_codex":0.51614726,"about_ca_topic_score_gemma":0.7932573,"teacher_disagreement_score":0.51614726,"about_ca_system_score_codex":0.012327691,"about_ca_system_score_gemma":0.008507711,"threshold_uncertainty_score":0.9734045},"labels":[],"label_agreement":null},{"id":"W3194878860","doi":"","title":"Les nouveaux diplômés en médecine, dans quelle mesure se considèrent-ils suffisamment préparés pour la pratique clinique ?","year":2014,"lang":"fr","type":"article","venue":"Wolverhampton Intellectual Repository and E-Theses (University of Wolverhampton)","topic":"Healthcare Systems and Practices","field":"Health Professions","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":"Humanities; Philosophy; Political science","score_opus":0.04549508081618534,"score_gpt":0.350747887872817,"score_spread":0.30525280705663166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3194878860","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.049141258,0.028134363,0.005036264,0.72338885,0.0048868572,0.00010598956,0.000172451,0.000080734324,0.18905322],"genre_scores_gemma":[0.80909204,0.0353274,0.01020383,0.07774484,0.0027854037,0.00032327924,0.00019209106,0.0001999373,0.06413121],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.96634054,0.020788275,0.0013832706,0.0016579232,0.0065131043,0.0033168981],"domain_scores_gemma":[0.9368991,0.028869834,0.0043550637,0.0034579234,0.015045258,0.011372863],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.030843278,0.00036604915,0.00070053956,0.00203041,0.0086962525,0.01750366,0.0011634845,0.0039060572,0.016118089],"category_scores_gemma":[0.09944047,0.00036800155,0.00037371775,0.0027871788,0.016979873,0.011171461,0.008449126,0.007535033,0.0032244746],"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":[0.00021071454,0.00025605236,0.02299813,0.0013051641,0.00006262487,0.00072764524,0.11748527,0.0003714163,0.0010463033,0.47564465,0.10447068,0.27542135],"study_design_scores_gemma":[0.00007848182,0.00020487767,0.022868475,0.007226345,0.000040092465,0.00085353246,0.15709877,0.0003799875,0.0010398709,0.12369198,0.6863938,0.0001237636],"about_ca_topic_score_codex":0.026226984,"about_ca_topic_score_gemma":0.042566363,"teacher_disagreement_score":0.030843278,"about_ca_system_score_codex":0.012851679,"about_ca_system_score_gemma":0.04750353,"threshold_uncertainty_score":0.16311675},"labels":[],"label_agreement":null},{"id":"W597814853","doi":"","title":"Collaboration between UK universities : a machine-learning based webometric analysis","year":2014,"lang":"en","type":"dissertation","venue":"Wolverhampton Intellectual Repository and E-Theses (University of Wolverhampton)","topic":"Web visibility and informetrics","field":"Computer Science","cited_by":0,"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":"Menzies Centre for Australian Studies, King's College London, University of London; Aston University; London Metropolitan University; Liverpool John Moores University; University of Surrey; University of Stirling; Ulster University; University of Westminster; University of Hertfordshire; Edinburgh Napier University; London South Bank University; Bangor University; University of Bristol; University of Aberdeen; Loughborough University; University of Birmingham; Bath Spa University; University of Sussex; University of Leeds; Harper Adams University; Newcastle University; University of St Andrews; Manchester Metropolitan University; University College London; University of Southampton; University of East Anglia; Queen Mary University of London; Trent University; University of Bradford; University of Bedfordshire; Robert Gordon University; University of Exeter; Oxford Brookes University; Kingston University; Nottingham Trent University; Queen Margaret University; University of Wolverhampton; University of Gloucestershire; Durham University; Abertay University; University of Brighton; University of Glasgow; University of East London; Liverpool Hope University; Imperial College London; University of Derby; University of West London; University of Northampton; De Montfort University; University of Portsmouth; University of Leicester; University of Reading; Glasgow Caledonian University; University of Greenwich; University of Salford Manchester; University of Dundee; University of Worcester; Swansea University; Canterbury Christ Church University; Heriot-Watt University; University of Bath; University of Oxford; Coventry University; University of Warwick; Aberystwyth University; Sheffield Hallam University; Birmingham City University; University of Cambridge; Bournemouth University","keywords":"Hyperlink; Webometrics; Web mining; Computer science; World Wide Web; Table of contents; Web page; Information retrieval; Link analysis; Table (database); Filter (signal processing); Data mining","score_opus":0.009545559970159163,"score_gpt":0.21346081679996873,"score_spread":0.20391525682980957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W597814853","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89148444,0.0031684677,0.024669033,0.0026073891,0.00017342779,0.00045594503,0.019312553,0.0004535801,0.05767524],"genre_scores_gemma":[0.9649545,0.0016386921,0.013383911,0.00010031641,0.000081289305,0.0003584389,0.010116802,0.0001205956,0.009245398],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.992326,0.002819336,0.0009730509,0.0006231699,0.0028272034,0.0004311283],"domain_scores_gemma":[0.9600432,0.023515876,0.00442569,0.0021275508,0.00899809,0.0008894833],"candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.00545782,0.00033975756,0.00076373725,0.026088148,0.0012361158,0.004261046,0.0006930217,0.0011541696,0.006213479],"category_scores_gemma":[0.059654824,0.00023453488,0.0005986143,0.044984248,0.0006303735,0.004299976,0.0027876785,0.0006033398,0.002731815],"study_design_candidate":"simulation_or_modeling","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":[0.0004502069,0.0003098532,0.38704813,0.002355384,0.00029952973,0.0016945692,0.023996979,0.018573139,0.0014564998,0.019959936,0.060358007,0.4834977],"study_design_scores_gemma":[0.000088912624,0.00028578955,0.6718747,0.0013873619,0.00024578423,0.0017039384,0.023236802,0.09647386,0.0023276343,0.0150731215,0.1870451,0.000257119],"about_ca_topic_score_codex":0.043697596,"about_ca_topic_score_gemma":0.035456385,"teacher_disagreement_score":0.9739119,"about_ca_system_score_codex":0.0037354217,"about_ca_system_score_gemma":0.0022813017,"threshold_uncertainty_score":0.086886466},"labels":[],"label_agreement":null},{"id":"W6990737062","doi":"","title":"Effect of zeolite types LTX and LTA on physicochemical parameters of drinking water sample in Ghana, assisted by light transmission experiment","year":2018,"lang":"en","type":"article","venue":"Wolverhampton Intellectual Repository and E-Theses (University of Wolverhampton)","topic":"Water Quality Monitoring Technologies","field":"Environmental Science","cited_by":0,"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":"Grand Challenges Canada; Leverhulme Trust","keywords":"Turbidity; Raw water; Zeolite; Light intensity; Water treatment; Intensity (physics); Tap water; Raw material; Metal","score_opus":0.011084604266423721,"score_gpt":0.21940628623420885,"score_spread":0.20832168196778514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990737062","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987453,0.00031591117,0.00049417856,0.000026497268,0.00000549126,0.000009260904,0.00009465916,0.000011626083,0.00029704458],"genre_scores_gemma":[0.9965037,0.0005581214,0.0020157213,0.00003472238,0.0000038054873,0.000017508532,0.00011269326,0.000008697524,0.0007451231],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997261,0.00007041037,0.00002620646,0.000060134338,0.00008316245,0.00003387515],"domain_scores_gemma":[0.9996213,0.00014798937,0.00011001527,0.000019608462,0.00007795703,0.00002315961],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003241437,0.00019962841,0.00019424057,0.00017912821,0.00018284576,0.00026362788,0.00010220313,0.0002036515,0.001026856],"category_scores_gemma":[0.0008381503,0.0001581431,0.00020708011,0.00024451848,0.00022551286,0.00022838426,0.00014382364,0.00023625021,0.00018423655],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037661704,0.000024222518,0.0048116357,0.00009617688,0.000012495719,0.00006559075,0.000122070065,0.00011540059,0.9908832,0.000009895716,0.00002245772,0.0034602485],"study_design_scores_gemma":[0.0000119588685,0.00068526116,0.03897565,0.000013792614,0.0000348394,0.00011901554,0.00028515296,0.0005764667,0.95819205,0.000012456239,0.0010821039,0.0000112351745],"about_ca_topic_score_codex":0.0016559473,"about_ca_topic_score_gemma":0.0040058675,"teacher_disagreement_score":0.0016559473,"about_ca_system_score_codex":0.0001428949,"about_ca_system_score_gemma":0.000120182885,"threshold_uncertainty_score":0.0034351945},"labels":[],"label_agreement":null},{"id":"W7000509246","doi":"","title":"Evaluation of the City of Sanctuary ‘Schools of Sanctuary’ programme: final report","year":2024,"lang":"en","type":"other","venue":"Wolverhampton Intellectual Repository and E-Theses (University of Wolverhampton)","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":"Quarter (Canadian coin); Population; Work (physics)","score_opus":0.055980862311543894,"score_gpt":0.26086915586318715,"score_spread":0.20488829355164326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000509246","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34031248,0.0052259928,0.001785945,0.03442151,0.001762161,0.022322461,0.07844891,0.00086872035,0.5148518],"genre_scores_gemma":[0.6871781,0.0025337213,0.009162438,0.009634294,0.00026303966,0.016759736,0.051428284,0.0007129806,0.22232744],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9880393,0.004986997,0.0002793746,0.00032699318,0.0035399902,0.002827353],"domain_scores_gemma":[0.9615403,0.005313561,0.0014801439,0.0015649635,0.012448428,0.017652605],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012558583,0.000540703,0.0008444995,0.0014861553,0.004020526,0.004039633,0.0029687986,0.0022091244,0.05288299],"category_scores_gemma":[0.023807563,0.00066705473,0.00056383945,0.0020703084,0.0015629675,0.0012871627,0.0067623453,0.0021463742,0.004977608],"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":[0.005298449,0.0051492276,0.04142952,0.0045632357,0.000263692,0.0006130043,0.00822314,0.003360353,0.0019476889,0.01475721,0.644124,0.2702705],"study_design_scores_gemma":[0.0021514455,0.0024902842,0.5932751,0.0017171296,0.00014497743,0.00012538784,0.0164092,0.00077668607,0.0009506832,0.0007609398,0.3810942,0.00010386931],"about_ca_topic_score_codex":0.3952691,"about_ca_topic_score_gemma":0.60655755,"teacher_disagreement_score":0.3952691,"about_ca_system_score_codex":0.016049406,"about_ca_system_score_gemma":0.0796187,"threshold_uncertainty_score":0.7859367},"labels":[],"label_agreement":null},{"id":"W7015968398","doi":"","title":"Why does ethics matter in participatory health?","year":2019,"lang":"en","type":"other","venue":"Wolverhampton Intellectual Repository and E-Theses (University of Wolverhampton)","topic":"","field":"","cited_by":0,"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":"Berner Fachhochschule; Queen's University; Queen's University Belfast; University of Wolverhampton; Universitetet i Tromsø","keywords":"Chatbot; Realm; Social media; Citizen journalism; Health care; Psychological intervention; Digital health; Ethical issues","score_opus":0.03469286861261341,"score_gpt":0.2614427180306177,"score_spread":0.22674984941800427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015968398","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0025349108,0.0058779535,0.015729485,0.883064,0.0036792886,0.000111709705,0.000037100643,0.000048350492,0.08891733],"genre_scores_gemma":[0.43445817,0.016889956,0.028329765,0.4485902,0.008877309,0.0017501608,0.00012386903,0.00061892474,0.060361657],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.74491143,0.22183445,0.0039987937,0.0077235685,0.016375223,0.0051565003],"domain_scores_gemma":[0.69090885,0.25644767,0.0055981115,0.01562714,0.021547353,0.009870946],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.19519001,0.0006539318,0.0009938357,0.0020528545,0.0147646405,0.021088522,0.0025804795,0.014844257,0.014027375],"category_scores_gemma":[0.22375034,0.00077670737,0.00074563525,0.0021106538,0.09068903,0.024789933,0.015174348,0.016445283,0.0034382264],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003130186,0.000033461856,0.0008307206,0.0002494366,0.000012610494,0.00015909257,0.021317143,0.00013866433,0.00008083939,0.903217,0.04025509,0.03367454],"study_design_scores_gemma":[0.00003676461,0.00002679058,0.00044342462,0.0013681593,0.000010739685,0.00019756047,0.01423739,0.0002443197,0.0002022528,0.7061503,0.277054,0.000028227492],"about_ca_topic_score_codex":0.00877915,"about_ca_topic_score_gemma":0.008979405,"teacher_disagreement_score":0.19519001,"about_ca_system_score_codex":0.013206692,"about_ca_system_score_gemma":0.02552004,"threshold_uncertainty_score":0.992474},"labels":[],"label_agreement":null},{"id":"W7018760334","doi":"","title":"Effect of Crystallization Time on the Hydrothermal Synthesis of Zeolites from Kaolin and Bauxite","year":2014,"lang":"en","type":"article","venue":"Wolverhampton Intellectual Repository and E-Theses (University of Wolverhampton)","topic":"Zeolite Catalysis and Synthesis","field":"Chemistry","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":"Kwame Nkrumah University of Science and Technology; Grand Challenges Canada; University of Wolverhampton","keywords":"Bauxite; Zeolite; Crystallization; Hydrothermal synthesis; Gibbsite; Scanning electron microscope; Analcime; Fourier transform infrared spectroscopy; Hydrothermal circulation","score_opus":0.004179773278179373,"score_gpt":0.16554055886067665,"score_spread":0.16136078558249728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018760334","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99559915,0.0012635718,0.0007054292,0.00006344704,0.00004520129,0.000029768125,0.0002497206,0.00005013974,0.001993536],"genre_scores_gemma":[0.99678874,0.0007334009,0.0009885619,0.000021129996,0.000013878456,0.0000139420135,0.00022690663,0.00005646704,0.0011570329],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99979717,0.000037823436,0.000030684438,0.000045702065,0.000044064316,0.00004456439],"domain_scores_gemma":[0.9992242,0.00041434736,0.00012136833,0.000036275083,0.000103171384,0.00010066461],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031613145,0.0002688694,0.0002638796,0.00024469127,0.00016969367,0.0004595897,0.00020044416,0.00017235169,0.0016951567],"category_scores_gemma":[0.0010917526,0.00021604374,0.00017421877,0.00027203633,0.00021213117,0.00042301402,0.00016944308,0.0004096116,0.00034158948],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00084850594,0.000069008514,0.0005219063,0.00009469903,0.000015696874,0.000081896746,0.00006724754,0.00021934895,0.9959305,0.0000607921,0.00006884845,0.002021593],"study_design_scores_gemma":[0.000019301347,0.00018756429,0.0016076168,0.0000075745793,0.000013453442,0.000029736331,0.000024572737,0.0005294729,0.99679476,0.000014396991,0.00076339295,0.000008283075],"about_ca_topic_score_codex":0.0015760311,"about_ca_topic_score_gemma":0.0036787097,"teacher_disagreement_score":0.0016951567,"about_ca_system_score_codex":0.00033172424,"about_ca_system_score_gemma":0.0003665607,"threshold_uncertainty_score":0.0056708455},"labels":[],"label_agreement":null},{"id":"W7051420288","doi":"","title":"Doubled Up","year":2008,"lang":"en","type":"other","venue":"Wolverhampton Intellectual Repository and E-Theses (University of Wolverhampton)","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":"Channel (broadcasting); The arts; Animation; Natural (archaeology); Research council","score_opus":0.011119304827836275,"score_gpt":0.20059223149139455,"score_spread":0.18947292666355828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7051420288","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005721437,0.0005101039,0.00050563156,0.0021091574,0.009853054,0.00008031273,0.0014415508,0.0006884417,0.9842396],"genre_scores_gemma":[0.0017880197,0.0002458995,0.00025941912,0.00052883406,0.00051559514,0.000016770671,0.0006143742,0.00038818314,0.9956429],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996947,0.00002462386,0.000009351449,0.000061327984,0.00014585974,0.00006423466],"domain_scores_gemma":[0.9994061,0.000037805108,0.000014257561,0.00007011409,0.00029015154,0.0001815341],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002782418,0.0008290977,0.0004591474,0.0010700434,0.0028362845,0.004484698,0.0006355997,0.0009874833,0.6950807],"category_scores_gemma":[0.0014163542,0.00032023143,0.00062407047,0.0006630133,0.000505486,0.0023389694,0.0026799073,0.0024499926,0.46879667],"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":[0.000035327634,0.000009303132,0.000049009595,0.0000327713,0.0000018122565,0.00006890624,0.00009966256,0.000017663186,0.0002925926,0.0027201585,0.9697454,0.026927423],"study_design_scores_gemma":[0.000003176939,0.0000039823653,0.00015301042,0.000021048478,9.632546e-7,0.00003403828,0.00008609029,0.0000137776515,0.000059593774,0.00019259042,0.99942917,0.0000024969536],"about_ca_topic_score_codex":0.0070603946,"about_ca_topic_score_gemma":0.026147712,"teacher_disagreement_score":0.6950807,"about_ca_system_score_codex":0.0010119322,"about_ca_system_score_gemma":0.0006982706,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W7070290275","doi":"","title":"Belt","year":2008,"lang":"en","type":"other","venue":"Wolverhampton Intellectual Repository and E-Theses (University of Wolverhampton)","topic":"Natural Language Processing Techniques","field":"Computer Science","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":"The arts; Art gallery; Study abroad","score_opus":0.00899498234243636,"score_gpt":0.19421693524202352,"score_spread":0.18522195289958715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7070290275","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009169978,0.0004645935,0.0018504397,0.0012774934,0.0017426461,0.00011857765,0.004009889,0.0013608551,0.9882585],"genre_scores_gemma":[0.0043283054,0.00028108884,0.0007868152,0.00042201785,0.00014406207,0.00005327116,0.0028463656,0.0004469627,0.99069107],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994567,0.000056825465,0.000030511772,0.00013899032,0.00022529351,0.00009169045],"domain_scores_gemma":[0.9991891,0.00008231003,0.00004328723,0.00013331752,0.00039663675,0.00015535466],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068782887,0.00091746025,0.00049158453,0.0020037498,0.002300261,0.0037323195,0.0013104117,0.0017148785,0.7827153],"category_scores_gemma":[0.0021142522,0.0003023504,0.00045348195,0.0016721339,0.00040947672,0.0031281211,0.0025592747,0.0011469956,0.5761231],"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":[0.000120270626,0.000061683706,0.0006329623,0.00020289622,0.0000044258404,0.00015971516,0.00036667072,0.00008674193,0.00075555884,0.020130431,0.849452,0.1280266],"study_design_scores_gemma":[0.0000044594967,0.000007224719,0.0003343282,0.00004315902,0.0000013449616,0.000056181267,0.00011790455,0.000036659232,0.00013442193,0.00078287406,0.99847823,0.0000031302627],"about_ca_topic_score_codex":0.0038567334,"about_ca_topic_score_gemma":0.007706367,"teacher_disagreement_score":0.7827153,"about_ca_system_score_codex":0.0009494609,"about_ca_system_score_gemma":0.0010347984,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W7072034221","doi":"","title":"Unconventional inputs: New/old instruments, design, DIY and disability","year":2016,"lang":"en","type":"article","venue":"Wolverhampton Intellectual Repository and E-Theses (University of Wolverhampton)","topic":"Music Technology and Sound Studies","field":"Computer Science","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; Diafiltration; Liquation; Emperipolesis; Triacetin; Demotion","score_opus":0.01682458578369802,"score_gpt":0.19184768593124146,"score_spread":0.17502310014754344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7072034221","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.070923224,0.07575901,0.019575391,0.0422993,0.004166369,0.00011059437,0.00043830488,0.00046899504,0.7862588],"genre_scores_gemma":[0.5859823,0.049225982,0.013427678,0.0045693717,0.0011477232,0.00013392571,0.00029058324,0.00031047745,0.34491202],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980742,0.0005629669,0.00009940805,0.0001762311,0.00086952455,0.00021762529],"domain_scores_gemma":[0.9984694,0.00058309495,0.00013622451,0.00018313102,0.0003757966,0.00025242762],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027051794,0.0006858315,0.00043962395,0.0014420287,0.001915613,0.009962732,0.0008297228,0.001384291,0.06447807],"category_scores_gemma":[0.0045950585,0.00022408966,0.00023368999,0.0013614051,0.0077986424,0.004493021,0.004454326,0.0014677276,0.0061415257],"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":[0.00035925463,0.00011296668,0.0037497636,0.0010219399,0.000025543048,0.0005302707,0.009834129,0.00029678803,0.0019949677,0.11268924,0.055322137,0.81406295],"study_design_scores_gemma":[0.000048392125,0.00028220407,0.017567538,0.0037090725,0.000049330483,0.0026452118,0.018245662,0.0005649426,0.0017096744,0.10171562,0.8533598,0.00010241556],"about_ca_topic_score_codex":0.005516123,"about_ca_topic_score_gemma":0.015223444,"teacher_disagreement_score":0.06447807,"about_ca_system_score_codex":0.0022932265,"about_ca_system_score_gemma":0.0023742365,"threshold_uncertainty_score":0.21570063},"labels":[],"label_agreement":null},{"id":"W791916715","doi":"","title":"Identities and perceptions: gender, generation and ethnicity in the Italian Quarter, Birmingham, c1891-1938","year":2001,"lang":"en","type":"dissertation","venue":"Wolverhampton Intellectual Repository and E-Theses (University of Wolverhampton)","topic":"Historical Economic and Social 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":"Quarter (Canadian coin); Ethnic group; Perception; Gender studies; Psychology; Sociology; Geography; Anthropology; Archaeology","score_opus":0.04117117031987337,"score_gpt":0.22071964710120118,"score_spread":0.1795484767813278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W791916715","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9721143,0.00060148217,0.000109398985,0.0014131363,0.00005587271,0.000015711974,0.00036641344,0.000008925576,0.025314715],"genre_scores_gemma":[0.9601045,0.00029473426,0.000102864564,0.00022609766,0.000022300337,0.000018666438,0.00013057854,0.000012652093,0.039087594],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9995617,0.0001324536,0.0000108315635,0.000050682327,0.000039861487,0.0002043657],"domain_scores_gemma":[0.9991085,0.0002143891,0.00015272024,0.000036250443,0.00017880622,0.00030944042],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009443432,0.00014535218,0.00033405304,0.00073942816,0.003790125,0.0017344928,0.00036305463,0.0004799432,0.0133371595],"category_scores_gemma":[0.0015785061,0.00018508662,0.00013508162,0.0016410828,0.0012762151,0.0006867141,0.0011419593,0.000934471,0.0019563334],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00079235283,0.00013288387,0.19110908,0.00008150918,0.000010365042,0.000644665,0.7481666,0.000057187648,0.0016109808,0.005585488,0.016862512,0.03494631],"study_design_scores_gemma":[0.000015179981,0.00016035666,0.6851954,0.00007576482,0.000009668806,0.00014501752,0.27831444,0.000047261856,0.00016177673,0.00023895224,0.035622645,0.000013437656],"about_ca_topic_score_codex":0.23859607,"about_ca_topic_score_gemma":0.49357057,"teacher_disagreement_score":0.23859607,"about_ca_system_score_codex":0.0038258648,"about_ca_system_score_gemma":0.0015819632,"threshold_uncertainty_score":0.4744146},"labels":[],"label_agreement":null}]}