{"meta":{"query_hash":"2d865fb85ea6","filters":{"venue":"Surrey Research Insight Open Access (The University of Surrey)"},"cohort_total":26,"direct_labels_cover":0,"predictions_cover":26,"exported":26,"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/2d865fb85ea6","api":"https://metacan.xera.ac/api/v1/cohort?venue=Surrey+Research+Insight+Open+Access+%28The+University+of+Surrey%29"},"results":[{"id":"W1517196311","doi":"","title":"''Almost the only free city in the world': mapping out the French anarchist presence in London, late 1870s-1914'","year":2013,"lang":"en","type":"other","venue":"Surrey Research Insight Open Access (The University of Surrey)","topic":"Anarchism and Radical Politics","field":"Social Sciences","cited_by":1,"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":"Palimpsest; Character (mathematics); Inscribed figure; Art history; Quarter (Canadian coin); History; Art; Media studies; Genealogy; Sociology; Archaeology","score_opus":0.1844141273035521,"score_gpt":0.41356380976389634,"score_spread":0.22914968246034423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1517196311","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":[0.0098614935,0.0012914513,0.000039418803,0.03439782,0.00043171068,0.0038733587,0.00015376255,0.000036580732,0.9499144],"genre_scores_gemma":[0.27419004,0.0036281284,0.000053029413,0.00048535148,0.00048296223,0.00002249252,0.000037094087,0.000102954684,0.720998],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9885284,0.0063757333,0.0004630785,0.0007429869,0.002469355,0.0014204937],"domain_scores_gemma":[0.9917535,0.0051567415,0.00039602834,0.0021018817,0.00032215216,0.00026968698],"candidate_categories":["sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.00912262,0.0003781506,0.0006266873,0.00093031384,0.0029140855,0.0010999594,0.025988996,0.00031211268,0.0034564463],"category_scores_gemma":[0.0016012965,0.00020501186,0.0001970271,0.0036589094,0.01226797,0.000953084,0.006370499,0.0032293752,0.00019780929],"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":[0.000060589515,0.00034734333,0.05545706,0.000117686475,0.00011573063,0.00014352988,0.068872154,0.0000078617195,0.0000017392542,0.06133749,0.8076421,0.00589672],"study_design_scores_gemma":[0.000519429,0.00002377079,0.06587271,0.0004368585,0.000017045284,9.2532196e-7,0.012947327,0.000057527654,0.0000010871462,0.007392021,0.9124457,0.00028555727],"about_ca_topic_score_codex":0.54487586,"about_ca_topic_score_gemma":0.74668753,"teacher_disagreement_score":0.26432854,"about_ca_system_score_codex":0.00034716396,"about_ca_system_score_gemma":0.0019717498,"threshold_uncertainty_score":0.999937},"labels":[],"label_agreement":null},{"id":"W1589684068","doi":"","title":"Amour et argent : mobilite intergenerationnelle et appariement conjugal d'apres le revenu des parents","year":2005,"lang":"fr","type":"preprint","venue":"Surrey Research Insight Open Access (The University of Surrey)","topic":"Gender, Labor, and Family Dynamics","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":"Humanities; Political science; Art","score_opus":0.24526582516490542,"score_gpt":0.4297532602663694,"score_spread":0.18448743510146398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1589684068","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":[0.85659593,0.0033506178,0.005519865,0.009595334,0.0021665702,0.004217886,0.0007407033,0.00005991376,0.11775319],"genre_scores_gemma":[0.9560543,0.02070897,0.0011340461,0.00021594926,0.00025083503,0.00002846689,0.00039982158,0.00005212724,0.021155529],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9872054,0.006926043,0.00084382365,0.0014339021,0.0022527403,0.001338089],"domain_scores_gemma":[0.9936495,0.0009735207,0.00063368137,0.0014104982,0.0026982985,0.00063449115],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["sts","open_science"],"category_scores_codex":[0.010377089,0.000600493,0.0009622619,0.00047715084,0.003786503,0.0016045127,0.010047771,0.00051766995,0.0016892751],"category_scores_gemma":[0.000612795,0.00059627875,0.0003937571,0.0019179774,0.0043392004,0.0032759767,0.014478143,0.0021585503,0.00016468434],"study_design_candidate":"not_applicable","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":[0.00081670523,0.0042247493,0.37780866,0.00080092804,0.0013350482,0.00007619909,0.22988468,0.009917573,0.00039648282,0.33604455,0.026726333,0.011968094],"study_design_scores_gemma":[0.0021371362,0.000215484,0.21660928,0.00091336877,0.00014262258,0.0000019624056,0.10000963,0.0022822004,0.00021877226,0.01576939,0.6606221,0.0010780495],"about_ca_topic_score_codex":0.13476484,"about_ca_topic_score_gemma":0.11955105,"teacher_disagreement_score":0.63389575,"about_ca_system_score_codex":0.0011741436,"about_ca_system_score_gemma":0.004869404,"threshold_uncertainty_score":0.99964887},"labels":[],"label_agreement":null},{"id":"W1595641378","doi":"","title":"Love and Money: Intergenerational Mobility and Marital Matching on Parental Income","year":2005,"lang":"en","type":"preprint","venue":"Surrey Research Insight Open Access (The University of Surrey)","topic":"Intergenerational and Educational Inequality Studies","field":"Social Sciences","cited_by":2,"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":"Assortative mating; Economics; Demographic economics; Earnings; Matching (statistics); Daughter; Labour economics; Persistence (discontinuity); Household income; British Household Panel Survey; Demography; Sociology; Biology; Geography; Population","score_opus":0.2641894571872944,"score_gpt":0.4737285025479757,"score_spread":0.2095390453606813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1595641378","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":[0.9396598,0.00051268097,0.000040807645,0.016563233,0.0005913414,0.000952088,0.00024393773,0.000012848357,0.041423265],"genre_scores_gemma":[0.9927309,0.0013677254,0.00022377862,0.0000915679,0.00043460558,0.00000639732,0.000115819246,0.0000105185,0.00501869],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996395,0.0011580846,0.0003143521,0.00063529226,0.0011208259,0.0003764418],"domain_scores_gemma":[0.99727565,0.0010454122,0.00018350003,0.00031768484,0.0009749189,0.00020281505],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0035192212,0.00021921436,0.000377388,0.00028162086,0.001951273,0.0009538497,0.0020434824,0.00018589062,0.0008757874],"category_scores_gemma":[0.0004326039,0.00019660177,0.000091822854,0.00030721488,0.0018101963,0.0011708037,0.0076436005,0.00093919697,0.00003809337],"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":[0.0013318434,0.0017603072,0.41717836,0.00056593254,0.0009213513,0.000026259546,0.17349625,0.00058272784,0.00012230352,0.37371498,0.020803263,0.009496416],"study_design_scores_gemma":[0.0009758169,0.000168048,0.7595364,0.0006664187,0.00006723256,0.0000028523339,0.053995077,0.0004964403,0.00016904261,0.0731403,0.10986328,0.00091913354],"about_ca_topic_score_codex":0.04093962,"about_ca_topic_score_gemma":0.029591875,"teacher_disagreement_score":0.342358,"about_ca_system_score_codex":0.0004227542,"about_ca_system_score_gemma":0.00097002136,"threshold_uncertainty_score":0.99934804},"labels":[],"label_agreement":null},{"id":"W1907063404","doi":"","title":"The SUN Project: Open access community-based support groups for people with personality disorder description of the service model and theoretical foundations","year":2011,"lang":"en","type":"article","venue":"Surrey Research Insight Open Access (The University of Surrey)","topic":"Personality Disorders and Psychopathology","field":"Psychology","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":"Ethos; Service (business); Mental health; Quarter (Canadian coin); Psychoanalytic theory; Psychology; Public relations; Medicine; Sociology; Psychiatry; Psychotherapist; Political science; Business; Law","score_opus":0.3812294576990191,"score_gpt":0.4615754435071076,"score_spread":0.0803459858080885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1907063404","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":[0.9315713,0.00006811429,0.0025446066,0.0071038683,0.00015108418,0.0042166095,0.00030859583,0.0000149535435,0.054020867],"genre_scores_gemma":[0.99820787,0.00005962296,0.00021243743,0.0003199313,0.000012411797,0.000083725856,0.00009394098,0.000025714697,0.0009843393],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9950245,0.0031142007,0.00031214047,0.00046897904,0.0005267943,0.0005533587],"domain_scores_gemma":[0.9953817,0.0015948091,0.00028950098,0.001352299,0.001269563,0.00011212793],"candidate_categories":["sts","open_science"],"consensus_categories":["sts"],"category_scores_codex":[0.005762138,0.00022157322,0.0004230739,0.0001675637,0.0033991227,0.00072936347,0.010361161,0.00014736851,0.00073910813],"category_scores_gemma":[0.0001739846,0.00013393688,0.00011574275,0.001379707,0.0032136824,0.0017505557,0.004649791,0.00086875743,0.000006057054],"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":[0.009927952,0.0024746954,0.5069292,0.00039520438,0.00036618544,0.0000041352723,0.09454578,0.000028560024,0.000042892338,0.37712276,0.006387121,0.0017754827],"study_design_scores_gemma":[0.0062179225,0.00070385705,0.85753447,0.00014046267,0.00019529364,0.000015236018,0.060638014,0.0026822048,0.000033953354,0.049922388,0.021437783,0.00047841296],"about_ca_topic_score_codex":0.063720785,"about_ca_topic_score_gemma":0.09238655,"teacher_disagreement_score":0.35060522,"about_ca_system_score_codex":0.0000631801,"about_ca_system_score_gemma":0.0008345367,"threshold_uncertainty_score":0.999499},"labels":[],"label_agreement":null},{"id":"W2134793735","doi":"","title":"Innovations in Social Science Research Methods","year":2009,"lang":"en","type":"article","venue":"Surrey Research Insight Open Access (The University of Surrey)","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":37,"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":"Sociology; Public relations; Work (physics); Social research; Social science; Political science; Engineering","score_opus":0.37693586739505397,"score_gpt":0.5215761586835637,"score_spread":0.1446402912885097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2134793735","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":[0.8804423,0.0000451157,0.0000086328955,0.014248844,0.000056213932,0.00090784096,0.000006264238,0.000016492639,0.10426829],"genre_scores_gemma":[0.9980742,0.00006632959,0.00026411237,0.000048651906,0.00005095343,0.0000024453748,0.000013509275,7.626797e-7,0.0014790469],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99532074,0.0017054011,0.00026412978,0.0005383888,0.0013249845,0.00084635156],"domain_scores_gemma":[0.99581385,0.0012401465,0.000077226876,0.00018704067,0.00255085,0.00013086495],"candidate_categories":["sts","open_science"],"consensus_categories":[],"category_scores_codex":[0.01979792,0.00011682871,0.00025868695,0.0003810658,0.0036217174,0.0007475514,0.006577898,0.00009851228,0.0005640256],"category_scores_gemma":[0.0012645258,0.000053457192,0.000055242737,0.013693915,0.0022446134,0.0025777852,0.00336844,0.0008763166,0.000025579355],"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":[0.00045417252,0.00079053896,0.1564498,0.000028829994,0.000017496224,0.0000392619,0.005282282,0.0000013398605,0.060145486,0.109444566,0.009013937,0.6583323],"study_design_scores_gemma":[0.00021146845,0.0001012561,0.896196,0.000020449532,0.0000012282313,4.800685e-7,0.004974864,0.000020122403,0.0020154826,0.02494128,0.07138947,0.00012790393],"about_ca_topic_score_codex":0.0040354864,"about_ca_topic_score_gemma":0.0010865647,"teacher_disagreement_score":0.7397462,"about_ca_system_score_codex":0.00039108752,"about_ca_system_score_gemma":0.00052631646,"threshold_uncertainty_score":0.998797},"labels":[],"label_agreement":null},{"id":"W2918297279","doi":"10.15126/thesis.00849748","title":"Humic acid, its colloidal and solution properties and relevance to bitumen recovery from oil sands.","year":2018,"lang":"en","type":"dissertation","venue":"Surrey Research Insight Open Access (The University of Surrey)","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":2,"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":"Dielectric; Oil sands; Wetting; Humic acid; Chemical engineering; Colloid; Materials science; Extraction (chemistry); Mineralogy; Asphalt; Chemistry; Composite material; Organic chemistry","score_opus":0.12103188362747959,"score_gpt":0.35072430212231204,"score_spread":0.22969241849483246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2918297279","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":[0.9385059,0.005274928,0.00000687217,0.00038233693,0.00012318489,0.00009519132,0.0001847669,0.00003275314,0.05539407],"genre_scores_gemma":[0.8521249,0.00831875,0.000119900906,0.000020608126,0.00013776365,0.000009077475,0.0004760709,0.00004331368,0.13874957],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99704564,0.00022106663,0.000331926,0.00095614453,0.0009131687,0.0005320604],"domain_scores_gemma":[0.9973526,0.00031717398,0.00032449534,0.0005864818,0.0011535462,0.00026567906],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0009720919,0.00035044603,0.0006829714,0.00047666786,0.0015437943,0.001108695,0.002643968,0.00036094233,0.00060476724],"category_scores_gemma":[0.0007073382,0.00030764058,0.0001025703,0.00084379205,0.00050241995,0.0017277785,0.0017681281,0.000842463,0.000051760853],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008518287,0.000441556,0.007357395,0.0042005214,0.0015467334,0.0000759332,0.016147863,0.0000063299276,0.69006896,0.00005847334,0.009828934,0.26174903],"study_design_scores_gemma":[0.0048509846,0.00039699243,0.011155079,0.010568871,0.00091648434,0.000008776012,0.025324097,0.0007309762,0.5143853,0.000732995,0.428385,0.0025444697],"about_ca_topic_score_codex":0.007544482,"about_ca_topic_score_gemma":0.006764154,"teacher_disagreement_score":0.41855606,"about_ca_system_score_codex":0.00022705102,"about_ca_system_score_gemma":0.0007179176,"threshold_uncertainty_score":0.9999376},"labels":[],"label_agreement":null},{"id":"W2980807325","doi":"10.15126/00852845","title":"Migrant mothers' mental health communication in the perinatal period","year":2019,"lang":"en","type":"article","venue":"Surrey Research Insight Open Access (The University of Surrey)","topic":"Migration, Health and Trauma","field":"Psychology","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":"Mental health; Agency (philosophy); Quarter (Canadian coin); Immigration; Phone; Mental healthcare; Qualitative research; Psychology; Ethnic group; Medicine; Family medicine; Geography; Sociology; Psychiatry; Social science","score_opus":0.14435037342442825,"score_gpt":0.4477677963703945,"score_spread":0.30341742294596624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980807325","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":[0.9253644,0.0013742049,0.00001291364,0.01812871,0.00019843366,0.002584791,0.00005838324,0.00001384009,0.05226437],"genre_scores_gemma":[0.99632597,0.00045650807,0.000044413562,0.00030773075,0.000019002528,0.0000088853885,0.00008372009,0.000014142472,0.0027396278],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9952493,0.0027792046,0.00030626619,0.00039517842,0.0006828602,0.0005872032],"domain_scores_gemma":[0.9976464,0.0005241171,0.00017858316,0.0012783208,0.00023533312,0.0001372698],"candidate_categories":["open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0048538465,0.00014724204,0.0003071953,0.00033302212,0.0011110076,0.00026070094,0.0054642637,0.000092969305,0.0043260735],"category_scores_gemma":[0.00004693789,0.000108898734,0.000081677834,0.001132244,0.00051712414,0.0009950526,0.001066355,0.00085651333,0.000488292],"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":[0.0018198856,0.0010889044,0.36007565,0.00024698445,0.00011640688,0.000025706919,0.55163217,0.0000062970435,0.000038516937,0.03450462,0.03322614,0.017218702],"study_design_scores_gemma":[0.0022204071,0.00024466284,0.5478607,0.00010757941,0.0000037127852,0.000011965746,0.09141141,0.000075147815,0.0000094645775,0.00026041397,0.35764867,0.00014590552],"about_ca_topic_score_codex":0.058101125,"about_ca_topic_score_gemma":0.024051713,"teacher_disagreement_score":0.46022078,"about_ca_system_score_codex":0.00020130111,"about_ca_system_score_gemma":0.0004854512,"threshold_uncertainty_score":0.9999167},"labels":[],"label_agreement":null},{"id":"W3012853165","doi":"10.15126/thesis.00853347","title":"International spillovers of US monetary and fiscal policies on small open economies","year":2020,"lang":"en","type":"dissertation","venue":"Surrey Research Insight Open Access (The University of Surrey)","topic":"Monetary Policy and Economic Impact","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":"Spillover effect; Monetary policy; Economics; Monetary economics; Fiscal policy; Business cycle; Dynamic stochastic general equilibrium; Currency; Shock (circulatory); Macroeconomics","score_opus":0.3247626012926227,"score_gpt":0.369483295892831,"score_spread":0.04472069460020833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012853165","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":[0.641327,0.00039497542,0.0000044883386,0.0020439748,0.00042132539,0.00085269863,0.00084778573,0.0000065544837,0.3541012],"genre_scores_gemma":[0.98420185,0.0042823385,0.00010818612,0.00015910252,0.0001078426,0.000004457768,0.00067929114,0.000038005022,0.010418936],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978944,0.00013397979,0.0006751253,0.0007453954,0.000116834366,0.00043425517],"domain_scores_gemma":[0.99782515,0.0004197803,0.0008291347,0.0006072301,0.00010481332,0.00021391764],"candidate_categories":["metaepi_narrow","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013521006,0.00030604884,0.0010272157,0.00083008787,0.0004213647,0.0007668947,0.006531765,0.00024210631,0.0024695783],"category_scores_gemma":[0.00026612915,0.00032741236,0.0001891923,0.000365975,0.0004783545,0.0018855591,0.0028001089,0.00072753686,0.00024084984],"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":[0.010824036,0.0010891218,0.6459185,0.0014615929,0.0042796894,0.00008558641,0.032928616,0.001116898,0.00007721334,0.23259275,0.053996213,0.015629798],"study_design_scores_gemma":[0.002280219,0.0003885468,0.4860126,0.00026709112,0.000039751252,0.0000024636013,0.0035857013,0.0016555085,0.0004183519,0.0104593495,0.49421343,0.0006769664],"about_ca_topic_score_codex":0.072722,"about_ca_topic_score_gemma":0.0050877156,"teacher_disagreement_score":0.44021723,"about_ca_system_score_codex":0.00020744391,"about_ca_system_score_gemma":0.00016265918,"threshold_uncertainty_score":0.9999178},"labels":[],"label_agreement":null},{"id":"W3036459047","doi":"","title":"Julie Wallace Award Lecture 2019: Vitamin D deficiency in western dwelling South Asian populations: an unrecognised epidemic","year":2020,"lang":"en","type":"article","venue":"Surrey Research Insight Open Access (The University of Surrey)","topic":"Vitamin D Research Studies","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":"vitamin D deficiency; Vitamin D and neurology; Rickets; Food fortification; Medicine; Osteomalacia; Fortification; Population; Dark skin; Environmental health; Demography; Geography; Endocrinology","score_opus":0.2878201403725686,"score_gpt":0.4382299147943516,"score_spread":0.150409774421783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036459047","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":[0.941501,0.0011048681,0.0014113564,0.041391443,0.00017028466,0.0036586917,0.00008246442,0.00008621015,0.010593645],"genre_scores_gemma":[0.99689835,0.000551245,0.0005521642,0.00025598583,0.00010480416,0.000007856722,0.00010279347,0.000046391087,0.0014803839],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9941627,0.0015581129,0.00054125267,0.0010131465,0.0016315633,0.0010932753],"domain_scores_gemma":[0.9963578,0.0007413446,0.00022418956,0.000905136,0.0010801272,0.0006913868],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0034474104,0.00034649248,0.00089173764,0.0008348864,0.0010288627,0.00035078733,0.0038654758,0.00021940754,0.00044792236],"category_scores_gemma":[0.0023386006,0.00028725134,0.00017254207,0.0032868315,0.0008626468,0.0019504005,0.003531342,0.0018393047,0.00024250532],"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":[0.0016083464,0.0006989544,0.94551706,0.00065439084,0.00017295974,0.0004999707,0.03040279,0.00040692496,0.0010522802,0.00020984352,0.006404022,0.012372473],"study_design_scores_gemma":[0.0063046305,0.001011881,0.9453001,0.000871251,0.00011792886,0.000014789229,0.015286871,0.0028258895,0.00082846795,0.0006427155,0.026113767,0.00068169157],"about_ca_topic_score_codex":0.004098935,"about_ca_topic_score_gemma":0.00431965,"teacher_disagreement_score":0.05539734,"about_ca_system_score_codex":0.0005163121,"about_ca_system_score_gemma":0.0010155477,"threshold_uncertainty_score":0.999958},"labels":[],"label_agreement":null},{"id":"W3121714131","doi":"","title":"Proportionality in the Criminal Law: The Differing American versus Canadian Approaches to Punishment","year":2009,"lang":"en","type":"article","venue":"Surrey Research Insight Open Access (The University of Surrey)","topic":"Legal Systems and Judicial Processes","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":"Constitutionality; Proportionality (law); Statute; Political science; Law; Criminal justice; Constitution; Punishment (psychology); Criminal law; Charter; Criminal procedure; Theory of criminal justice; Criminology; Sociology; Psychology","score_opus":0.5830334374999637,"score_gpt":0.46388903905426315,"score_spread":0.11914439844570057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121714131","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":[0.57033974,0.00010159788,0.000015708036,0.0830085,0.00015709053,0.0019931672,0.0000145196655,0.000012698868,0.34435698],"genre_scores_gemma":[0.99912935,0.000058145804,0.000016808777,0.0003303145,0.00012213444,0.00000738073,0.000004970799,0.000004984755,0.0003258861],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960316,0.0014757683,0.0002025274,0.00033413953,0.0012951094,0.00066086964],"domain_scores_gemma":[0.9982446,0.0006081034,0.00011260359,0.00043558385,0.00033074344,0.0002683596],"candidate_categories":["sts","open_science"],"consensus_categories":[],"category_scores_codex":[0.0061471513,0.00012193768,0.000238854,0.00018388208,0.003368766,0.000981884,0.005447709,0.000052765416,0.00011679712],"category_scores_gemma":[0.0004110953,0.00007516645,0.00006510332,0.0020522932,0.0016231714,0.0011123748,0.000625124,0.00053181185,0.000022187885],"study_design_candidate":"theoretical_or_conceptual","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":[0.00082855445,0.00042793038,0.03968078,0.000056693985,0.00007473695,0.000086189204,0.15931943,0.000051079587,0.000016679338,0.76640785,0.0052245716,0.02782548],"study_design_scores_gemma":[0.0005010926,0.00020898688,0.34103048,0.00007282869,0.00002151526,7.701265e-7,0.12572126,0.000016344608,0.000039965424,0.0034776006,0.5286761,0.00023309323],"about_ca_topic_score_codex":0.9346335,"about_ca_topic_score_gemma":0.9206465,"teacher_disagreement_score":0.7629303,"about_ca_system_score_codex":0.00050729414,"about_ca_system_score_gemma":0.0014613628,"threshold_uncertainty_score":0.9999333},"labels":[],"label_agreement":null},{"id":"W3133971358","doi":"","title":"The European Union’s Animal Welfare Policy and Indigenous Peoples’ Rights: The Case of Inuit and Seal Hunting.","year":2014,"lang":"en","type":"dissertation","venue":"Surrey Research Insight Open Access (The University of Surrey)","topic":"Arctic and Russian Policy Studies","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":"Legislation; Indigenous; Context (archaeology); European union; Political science; Welfare; Human rights; Balance (ability); International trade; Business; Law; Geography","score_opus":0.06595631177447052,"score_gpt":0.4000170912676019,"score_spread":0.33406077949313134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3133971358","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":[0.73982847,0.0009086,0.000001205391,0.015234733,0.00012884584,0.001308862,0.00007971903,0.000015926265,0.24249363],"genre_scores_gemma":[0.9859093,0.004151848,0.000007669552,0.000018439423,0.00023999257,0.000002443135,0.000021302738,0.000022583996,0.009626442],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99256796,0.0051970673,0.00032040811,0.00045000116,0.0007933643,0.0006712188],"domain_scores_gemma":[0.9955632,0.0023662907,0.00046909132,0.00053794665,0.00085433136,0.00020912789],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.008606474,0.00025072249,0.00045124078,0.0003501795,0.014224271,0.0007647669,0.003683969,0.00016846828,0.000068923786],"category_scores_gemma":[0.0011520436,0.00014724974,0.00010033245,0.0011351774,0.0040837685,0.0006988281,0.002676821,0.0008717498,0.000008292542],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042733282,0.000118007374,0.015082635,0.00044044125,0.00046877362,0.0002394632,0.74921566,4.642622e-7,0.000007834736,0.18848905,0.0033858293,0.0421245],"study_design_scores_gemma":[0.0006193949,0.0001425887,0.28228942,0.00024540865,0.00011034683,0.000019259292,0.41838557,0.0000035293617,0.0000182963,0.0018777926,0.2959535,0.0003349163],"about_ca_topic_score_codex":0.48698407,"about_ca_topic_score_gemma":0.7365813,"teacher_disagreement_score":0.3308301,"about_ca_system_score_codex":0.00018924449,"about_ca_system_score_gemma":0.0014195417,"threshold_uncertainty_score":0.99862653},"labels":[],"label_agreement":null},{"id":"W6984942820","doi":"","title":"The Weak Force","year":2013,"lang":"en","type":"other","venue":"Surrey Research Insight Open Access (The University of Surrey)","topic":"Superconducting Materials and Applications","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":"Field (mathematics); Interpretation (philosophy); Work (physics); Articular cartilage damage; Circumstantial evidence; Feature (linguistics)","score_opus":0.1494944956361184,"score_gpt":0.3669300983990135,"score_spread":0.2174356027628951,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6984942820","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":[0.0035785954,0.0014251146,0.00016209483,0.00061985635,0.00059995527,0.0017041425,0.000081834434,0.00017299138,0.9916554],"genre_scores_gemma":[0.049355134,0.0070975395,0.00014614804,0.00001267054,0.00033840278,0.00003327529,0.00006846513,0.00037143094,0.94257694],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99815315,0.0002623939,0.00020297538,0.00033938471,0.0005196744,0.00052243186],"domain_scores_gemma":[0.9978529,0.00053806044,0.00009262096,0.0011432348,0.00024217737,0.00013098116],"candidate_categories":["open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010493527,0.00024146648,0.0003588576,0.00025135884,0.0008839607,0.00093216106,0.0066741575,0.00020965934,0.006605528],"category_scores_gemma":[0.0000838267,0.00016865032,0.00009347579,0.00070299616,0.00073702616,0.00062163634,0.0023326399,0.0006377299,0.0010007734],"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":[0.000013610801,0.00003274267,0.00017975392,0.00015526643,0.00018938586,0.000003370935,0.00030136487,0.000022096721,0.0007924445,0.009200825,0.98434204,0.004767082],"study_design_scores_gemma":[0.00022411637,0.00001087124,0.0002962451,0.00014441382,0.000017133394,0.00000121804,0.00094781094,0.00013090644,0.00048987515,0.00042422663,0.9971006,0.00021261234],"about_ca_topic_score_codex":0.008457924,"about_ca_topic_score_gemma":0.0015870607,"teacher_disagreement_score":0.049078483,"about_ca_system_score_codex":0.00009653652,"about_ca_system_score_gemma":0.00014612978,"threshold_uncertainty_score":0.9997771},"labels":[],"label_agreement":null},{"id":"W6992485914","doi":"","title":"Life of Myths in an Indian City: A Study of Situated Practices.","year":2013,"lang":"en","type":"dissertation","venue":"Surrey Research Insight Open Access (The University of Surrey)","topic":"Anthropological Studies and Insights","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":"Mythology; Hinduism; Situated; Scholarship; Ethnography; Quarter (Canadian coin); Locality","score_opus":0.37500975887990984,"score_gpt":0.5211927205949844,"score_spread":0.1461829617150746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6992485914","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":[0.87697303,0.00036317707,8.084163e-7,0.00052847224,0.00022995262,0.002911885,0.000021257069,0.00001172621,0.11895972],"genre_scores_gemma":[0.9938315,0.0029463628,0.000015239205,0.000015496349,0.00005114202,0.0000087916405,0.00007922284,0.000017172764,0.0030350545],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9930726,0.003110365,0.00062876026,0.00064984313,0.001914718,0.00062369683],"domain_scores_gemma":[0.9933879,0.0012904232,0.0016003526,0.00064385805,0.0027143266,0.00036317296],"candidate_categories":["sts","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0038471546,0.00026368725,0.0010379668,0.0007164757,0.0016906112,0.00030185113,0.006236671,0.00041352765,0.0039750054],"category_scores_gemma":[0.0034845253,0.00021201264,0.00012466685,0.0027599032,0.0021239673,0.002986312,0.0017443792,0.001165971,0.000022753567],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030083722,0.009492445,0.3218957,0.00058259105,0.0008184428,0.00015485566,0.63466585,0.000008589289,0.00014593461,0.006883784,0.0053213667,0.0170221],"study_design_scores_gemma":[0.0011866528,0.0008184606,0.21153864,0.00023458456,0.000059030794,8.85591e-8,0.7695903,0.000009343612,0.00009218604,0.00038430473,0.0158088,0.00027757758],"about_ca_topic_score_codex":0.5401549,"about_ca_topic_score_gemma":0.47441933,"teacher_disagreement_score":0.13492452,"about_ca_system_score_codex":0.00021807494,"about_ca_system_score_gemma":0.0020062863,"threshold_uncertainty_score":0.99960905},"labels":[],"label_agreement":null},{"id":"W7002432738","doi":"","title":"A note on measuring the importance of the uniform nonsynchronization hypothesis","year":2007,"lang":"en","type":"article","venue":"Surrey Research Insight Open Access (The University of Surrey)","topic":"Monetary Policy and Economic Impact","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":"Measure (data warehouse); Gauge (firearms); Simple (philosophy); Type (biology); Upper and lower bounds","score_opus":0.3210368873807785,"score_gpt":0.3420474924569698,"score_spread":0.02101060507619129,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7002432738","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":[0.87777495,0.00026801162,0.00060717354,0.0030401612,0.00021726018,0.0008718211,0.000097157405,0.000008669412,0.11711477],"genre_scores_gemma":[0.9979263,0.00028889845,0.00007117829,0.00014728721,0.000054716333,0.0000011447349,0.0000041468707,0.000016651607,0.0014896828],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983014,0.00014732927,0.00049372064,0.00035926542,0.00019750527,0.00050081976],"domain_scores_gemma":[0.9971876,0.0009933934,0.0005479019,0.0010469337,0.00012750912,0.00009663469],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0059293853,0.00015213728,0.00036660567,0.00034369968,0.0009797796,0.00018495158,0.0044001266,0.00009595295,0.00074969314],"category_scores_gemma":[0.00064253446,0.00010722728,0.00016466023,0.0010854935,0.0006735955,0.0011157395,0.0013606935,0.0004897281,0.00015498957],"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":[0.0007515023,0.00035458073,0.8870265,0.00013082688,0.0002934923,0.000010871385,0.0063310266,0.0020125634,0.00008150151,0.090356566,0.0033841433,0.009266459],"study_design_scores_gemma":[0.0010658916,0.00009964107,0.91286623,0.00011269716,0.000016226093,0.000003108703,0.00089626835,0.0024029135,0.0023730001,0.011484149,0.068388976,0.0002908811],"about_ca_topic_score_codex":0.007295478,"about_ca_topic_score_gemma":0.0032088915,"teacher_disagreement_score":0.12015132,"about_ca_system_score_codex":0.00031769168,"about_ca_system_score_gemma":0.00013696477,"threshold_uncertainty_score":0.999315},"labels":[],"label_agreement":null},{"id":"W7009114778","doi":"","title":"Dirty Money: Is there a Wage Premium for Working in a Pollution Intensive Industry?","year":2009,"lang":"en","type":"article","venue":"Surrey Research Insight Open Access (The University of Surrey)","topic":"Experimental Behavioral Economics Studies","field":"Social Sciences","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":"Wage; Compensating differential; Quarter (Canadian coin); Value (mathematics); Work (physics); Differential (mechanical device); Risk premium","score_opus":0.32709788204383866,"score_gpt":0.4756553795123014,"score_spread":0.14855749746846275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009114778","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":[0.8924358,0.0005726779,0.000016248745,0.013460855,0.0001612277,0.0021931024,0.000030192687,0.000023621946,0.09110629],"genre_scores_gemma":[0.99711144,0.000511916,0.00008942285,0.00019731573,0.000053934724,0.000007927979,0.000006559507,0.000010272452,0.0020112398],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99765503,0.0005276235,0.00023702007,0.0004533925,0.00047499826,0.0006519257],"domain_scores_gemma":[0.99826884,0.00036538945,0.00016561864,0.00035095232,0.00069733453,0.00015188317],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0023990555,0.00015929995,0.00036695055,0.0003255451,0.0016231572,0.0004340759,0.0030184535,0.00023179271,0.00027176627],"category_scores_gemma":[0.00040794583,0.00014541429,0.00011227489,0.0011759646,0.0010467131,0.001825373,0.0015646026,0.00074647594,0.00001975474],"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":[0.0021124003,0.0010068883,0.63180727,0.00003973284,0.00018309407,0.00007413239,0.24768299,0.000023077,0.0019271355,0.05028473,0.01958385,0.045274712],"study_design_scores_gemma":[0.0039354824,0.00047751414,0.44151267,0.00068861595,0.000049857437,0.0000010629182,0.32768798,0.00013957848,0.0051702764,0.014054782,0.20543803,0.00084415457],"about_ca_topic_score_codex":0.038149785,"about_ca_topic_score_gemma":0.01715204,"teacher_disagreement_score":0.1902946,"about_ca_system_score_codex":0.00078405935,"about_ca_system_score_gemma":0.000484069,"threshold_uncertainty_score":0.9996766},"labels":[],"label_agreement":null},{"id":"W7033066488","doi":"","title":"A particle-gamma coincidence study of <sup>26</sup>Na using the transfer reaction <sup>25</sup>Na(d,p gamma) <sup>26</sup>Na","year":2014,"lang":"en","type":"other","venue":"Surrey Research Insight Open Access (The University of Surrey)","topic":"Mathematics Education and Programs","field":"Mathematics","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":"Coincidence; Beam (structure); Detector; Angular momentum; Excitation; Decay scheme; Nuclear reaction; Ion beam; Charged particle","score_opus":0.25318885905162325,"score_gpt":0.4184925365477858,"score_spread":0.16530367749616254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033066488","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":[0.7150418,0.003768157,0.008460058,0.003418779,0.0023523807,0.031179428,0.0010220719,0.0017096646,0.23304763],"genre_scores_gemma":[0.8996413,0.0025249366,0.002628217,0.00019526405,0.0010849326,0.00032223563,0.00033661857,0.0017716802,0.09149481],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9720614,0.0077157128,0.0038473385,0.003929045,0.008342063,0.0041044396],"domain_scores_gemma":[0.97715074,0.006386951,0.0027186945,0.0074396566,0.004457631,0.0018463224],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.015781816,0.0029550253,0.0048796143,0.0030731466,0.0035733327,0.002603285,0.015109887,0.0020467946,0.0112989945],"category_scores_gemma":[0.0033079886,0.00254541,0.0016078377,0.0063532265,0.0039273305,0.003773113,0.0053208414,0.0044263774,0.001338163],"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":[0.011283681,0.042146467,0.016333787,0.021364871,0.016166378,0.0018267019,0.23503903,0.0014106004,0.019616574,0.13596731,0.4476464,0.051198192],"study_design_scores_gemma":[0.017680828,0.0030640515,0.003018632,0.00885232,0.004255817,0.00037611194,0.032358926,0.03147163,0.0029925797,0.009915717,0.8784221,0.0075912983],"about_ca_topic_score_codex":0.004002916,"about_ca_topic_score_gemma":0.0076954607,"teacher_disagreement_score":0.43077567,"about_ca_system_score_codex":0.0015945202,"about_ca_system_score_gemma":0.0030095945,"threshold_uncertainty_score":0.9994394},"labels":[],"label_agreement":null},{"id":"W7037426419","doi":"","title":"The Economic Impact of the UK Meeting & Event Industry","year":2013,"lang":"en","type":"report","venue":"Surrey Research Insight Open Access (The University of Surrey)","topic":"Fern and Epiphyte Biology","field":"Agricultural and Biological 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":"Economic impact analysis; Tourism; Consistency (knowledge bases); Metropolitan area; Economic data; International comparisons; Impact assessment; Economic sector; Economic evaluation","score_opus":0.2832432375629751,"score_gpt":0.4293786981786619,"score_spread":0.14613546061568683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037426419","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":[0.90298516,0.00084861583,1.6823411e-7,0.0015905553,0.0007002424,0.0013012134,0.00024005475,0.000010438329,0.092323534],"genre_scores_gemma":[0.97882956,0.0041076927,0.000002633742,0.000013163937,0.00033330402,0.00000507563,0.00008563676,0.0000040944383,0.016618814],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99577373,0.001431925,0.00049901323,0.00056149554,0.0009866547,0.00074718834],"domain_scores_gemma":[0.9952368,0.0020212634,0.0007972325,0.0006011948,0.0011518999,0.00019162397],"candidate_categories":["sts","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0052588363,0.0003069496,0.0006387897,0.000063597756,0.0019162832,0.00048036905,0.010389666,0.0006505734,0.0037509731],"category_scores_gemma":[0.00071569555,0.00008920677,0.00057831436,0.0007462543,0.0016083595,0.0004570577,0.0078064944,0.001955373,0.00013170595],"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":[0.0005327988,0.0001905535,0.58063465,0.0001235419,0.00096676266,0.000010246668,0.0005707341,0.00008227469,0.0033620894,0.00034649775,0.33682504,0.07635478],"study_design_scores_gemma":[0.00013919623,0.00010703133,0.48268762,0.00019028145,0.000024827532,0.0000053744934,0.00055413507,0.000013010646,0.0001453055,0.0002442494,0.5156927,0.0001962807],"about_ca_topic_score_codex":0.23057483,"about_ca_topic_score_gemma":0.050852977,"teacher_disagreement_score":0.17972186,"about_ca_system_score_codex":0.0010096182,"about_ca_system_score_gemma":0.0019854305,"threshold_uncertainty_score":0.9993831},"labels":[],"label_agreement":null},{"id":"W7041176776","doi":"","title":"Downtown Canada","year":2005,"lang":"en","type":"book","venue":"Surrey Research Insight Open Access (The University of Surrey)","topic":"Urban Planning and Governance","field":"Social Sciences","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":"Downtown; Work (physics); Placemaking; Government (linguistics)","score_opus":0.23272578299104432,"score_gpt":0.426506303590168,"score_spread":0.19378052059912368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7041176776","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":[0.00092029263,0.0014944678,0.0000056965832,0.005513482,0.00055506366,0.0010666418,0.00030693266,0.00003064834,0.99010676],"genre_scores_gemma":[0.033910744,0.002209658,0.000030446661,0.00012921277,0.0005062349,0.0000017476457,0.00008717958,0.000032030865,0.96309274],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.993883,0.0010346055,0.00031174242,0.0007039222,0.0030786672,0.0009880369],"domain_scores_gemma":[0.99524724,0.0016203622,0.00044548043,0.00093106733,0.0013252567,0.00043056204],"candidate_categories":["metaepi_narrow","sts","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0037436187,0.0003052679,0.00063875155,0.0002964276,0.0031151113,0.0008206569,0.012613021,0.00037537885,0.0058890996],"category_scores_gemma":[0.0006404253,0.00028496693,0.0001548575,0.00094449497,0.002278831,0.0016476696,0.0036738433,0.0017931659,0.0001946684],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000118640506,0.00005426245,0.0022803317,0.00005650019,0.00012742462,0.00018331195,0.004789485,0.000005934762,9.697046e-7,0.018204743,0.96597874,0.00819968],"study_design_scores_gemma":[0.0003562337,0.000025229088,0.0046448554,0.0003275343,0.000030606247,0.0000010253818,0.0014081046,0.0000041826006,0.0000060027664,0.0007152967,0.99213535,0.00034555545],"about_ca_topic_score_codex":0.9661168,"about_ca_topic_score_gemma":0.98242897,"teacher_disagreement_score":0.032990452,"about_ca_system_score_codex":0.0025662067,"about_ca_system_score_gemma":0.027632702,"threshold_uncertainty_score":0.99996024},"labels":[],"label_agreement":null},{"id":"W7047018451","doi":"","title":"ENVIRONMENTAL CLAIMS AND INSOLVENT COMPANIES: THE CONTRASTING APPROACHES OF THE UNITED KINGDOM AND THE UNITED STATES","year":2013,"lang":"en","type":"article","venue":"Surrey Research Insight Open Access (The University of Surrey)","topic":"Superconducting and THz Device Technology","field":"Physics and Astronomy","cited_by":2,"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":"Insolvency; Bankruptcy; Creditor; Debtor; Environmental law; Common law; Criminal law","score_opus":0.18815012427727115,"score_gpt":0.3280090105451874,"score_spread":0.13985888626791623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047018451","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":[0.99403197,0.00013593782,0.00005147621,0.003436162,0.000042975473,0.0011027378,0.000029767514,0.000010288074,0.0011586964],"genre_scores_gemma":[0.9997156,0.00007659479,0.00001941971,0.000038177193,0.000020707803,0.000007059014,0.000030550687,0.000011046985,0.00008083263],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9979313,0.0009264791,0.00021146271,0.000263561,0.00034318434,0.00032399758],"domain_scores_gemma":[0.99727935,0.0018030591,0.0001785515,0.0005340543,0.00014414232,0.00006082633],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0014523508,0.00015638184,0.00028984385,0.00017265497,0.001402303,0.000288336,0.0024101324,0.00005356283,0.00022191122],"category_scores_gemma":[0.000056971265,0.00007761808,0.000077852324,0.00082119287,0.004217777,0.0005299528,0.0033057544,0.00071726297,0.000005198839],"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":[0.00017641074,0.0003614927,0.8764757,0.00008014384,0.0008593354,0.0000018015973,0.02416443,0.00021042691,0.00057391834,0.088176794,0.00048116336,0.008438411],"study_design_scores_gemma":[0.00714668,0.00015772844,0.22490387,0.00030990993,0.00023086471,0.000007938929,0.6984215,0.020646727,0.0035702277,0.014008708,0.030080084,0.00051582046],"about_ca_topic_score_codex":0.056369115,"about_ca_topic_score_gemma":0.00018846437,"teacher_disagreement_score":0.67425704,"about_ca_system_score_codex":0.000028953573,"about_ca_system_score_gemma":0.00006162239,"threshold_uncertainty_score":0.9998977},"labels":[],"label_agreement":null},{"id":"W7050173562","doi":"","title":"Gothic Canada","year":2005,"lang":"en","type":"book","venue":"Surrey Research Insight Open Access (The University of Surrey)","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":"Period (music); Government (linguistics); Narrative","score_opus":0.11323578052410169,"score_gpt":0.3665404591625846,"score_spread":0.25330467863848294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7050173562","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":[0.0010826532,0.0003210654,0.000032521504,0.0044879303,0.00023547006,0.0022620508,0.00036686743,0.000013946086,0.99119747],"genre_scores_gemma":[0.024129031,0.0002222572,0.00003827626,0.00005236608,0.0003692134,0.000008180574,0.00032996203,0.00004718753,0.9748035],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9942939,0.00068924937,0.00046215116,0.000853882,0.002703479,0.0009973276],"domain_scores_gemma":[0.9946511,0.0012978908,0.00035286503,0.0015672655,0.001689022,0.0004418911],"candidate_categories":["metaepi_narrow","open_science","research_integrity","insufficient_payload"],"consensus_categories":["open_science"],"category_scores_codex":[0.0022392087,0.000429656,0.00076431833,0.00055261026,0.0012572674,0.0007458027,0.0118299015,0.00018546914,0.3955915],"category_scores_gemma":[0.00007363153,0.00038916367,0.0002134651,0.00088807347,0.0010546765,0.00038696296,0.010986259,0.002433983,0.00035666727],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013573784,0.00015103223,0.0026530484,0.00013303554,0.00027377595,0.00006899386,0.00027542352,0.000004240894,0.000015506193,0.01539304,0.8527221,0.12817405],"study_design_scores_gemma":[0.0008332936,0.000052667972,0.00282291,0.0002385664,0.00004076833,6.2473555e-7,0.0006994158,0.000058942533,0.000058062662,0.0008222853,0.9939798,0.00039264795],"about_ca_topic_score_codex":0.85058445,"about_ca_topic_score_gemma":0.7247735,"teacher_disagreement_score":0.39523482,"about_ca_system_score_codex":0.00039408312,"about_ca_system_score_gemma":0.018924076,"threshold_uncertainty_score":0.99986744},"labels":[],"label_agreement":null},{"id":"W7053212382","doi":"","title":"Tropical Gothic in Literature and Culture The Americas","year":2016,"lang":"en","type":"book","venue":"Surrey Research Insight Open Access (The University of Surrey)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":3,"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":"Indigenous; Context (archaeology); Colonialism; German; Variety (cybernetics); Maroon; Archaeological evidence; Situated","score_opus":0.07824028037199954,"score_gpt":0.3736654442656461,"score_spread":0.29542516389364654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7053212382","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":[0.0038685447,0.0012413482,0.000047553698,0.009932849,0.00010467765,0.002384591,0.00021479216,0.000010042409,0.9821956],"genre_scores_gemma":[0.040512454,0.0016791455,0.000031820397,0.000049543363,0.00024653142,0.000013740849,0.00010069407,0.000030848245,0.95733523],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.995999,0.001044784,0.00032373768,0.00071787776,0.0012526327,0.0006619885],"domain_scores_gemma":[0.99647564,0.0012336461,0.00021639401,0.0010441345,0.0008106808,0.00021953137],"candidate_categories":["open_science","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014034238,0.0003407965,0.0005939915,0.0004625696,0.0007777924,0.0009920654,0.0060919127,0.0002253171,0.04622875],"category_scores_gemma":[0.00009379883,0.00019651807,0.00015972048,0.0009559566,0.0019419164,0.0003763285,0.0077067306,0.002543796,0.00011513278],"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":[0.0007145975,0.00035843902,0.04240507,0.00035082124,0.0003627566,0.00016070544,0.008082418,4.915937e-7,0.00012704449,0.07042715,0.5986712,0.2783393],"study_design_scores_gemma":[0.0010680434,0.000101693535,0.016388416,0.0006814552,0.000022090411,0.0000011504933,0.0007374253,0.000017745147,0.00002161528,0.006760585,0.9739479,0.00025189648],"about_ca_topic_score_codex":0.0033555736,"about_ca_topic_score_gemma":0.0010488764,"teacher_disagreement_score":0.37527668,"about_ca_system_score_codex":0.000086525164,"about_ca_system_score_gemma":0.0012873556,"threshold_uncertainty_score":0.99975735},"labels":[],"label_agreement":null},{"id":"W7062022536","doi":"","title":"Structure of 25Na measured using 
\\nd(24Na, p)25Na with a radioactive 24Na 
\\nbeam","year":2017,"lang":"en","type":"dissertation","venue":"Surrey Research Insight Open Access (The University of Surrey)","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":"Excited state; Proton; Nuclear reaction; Range (aeronautics); Nucleon; Spin (aerodynamics); Work (physics)","score_opus":0.1144049132880462,"score_gpt":0.36445738177467474,"score_spread":0.25005246848662854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7062022536","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":[0.9758037,0.00080203946,0.00011832053,0.000029284218,0.0004957352,0.0015563437,0.0005939651,0.00005538285,0.020545242],"genre_scores_gemma":[0.99787456,0.0004374542,0.00015929095,0.0000032979726,0.00007012575,0.000002973757,0.0004806499,0.00007825493,0.00089339947],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9959989,0.00039510927,0.00047283233,0.000704466,0.0015866813,0.00084197306],"domain_scores_gemma":[0.99552506,0.00030027077,0.0005492153,0.0014644827,0.0018631543,0.0002978084],"candidate_categories":["metaepi_narrow","open_science"],"consensus_categories":[],"category_scores_codex":[0.000935397,0.000571089,0.0011403041,0.0007502784,0.0011690904,0.0007244767,0.006076208,0.0004932387,0.0004372925],"category_scores_gemma":[0.0001855428,0.0004905938,0.0002134008,0.001184484,0.00071807805,0.0027954907,0.000725925,0.0016681671,0.00001457614],"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":[0.022778843,0.0027246678,0.3314601,0.0141878,0.015187507,0.0014384338,0.08017941,0.04253954,0.3834537,0.0015716075,0.0147863515,0.08969205],"study_design_scores_gemma":[0.016358336,0.0013540116,0.45899263,0.0074504833,0.0024054167,0.00007852438,0.03742517,0.04131836,0.40087137,0.0020789776,0.02487432,0.006792407],"about_ca_topic_score_codex":0.014287328,"about_ca_topic_score_gemma":0.023894446,"teacher_disagreement_score":0.12753254,"about_ca_system_score_codex":0.00044125103,"about_ca_system_score_gemma":0.0010756381,"threshold_uncertainty_score":0.99975455},"labels":[],"label_agreement":null},{"id":"W7067128719","doi":"","title":"Measuring Quality of Healthcare Outcomes in Type 2 Diabetes from Routine Data: a Seven-nation Survey Conducted by the IMIA Primary Health Care Working Group. Primary Health Care Informatics Working Group Contribution to the Year Book of Medical Informatics 2017","year":2017,"lang":"en","type":"article","venue":"Surrey Research Insight Open Access (The University of Surrey)","topic":"Numerical methods for differential equations","field":"Mathematics","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":"Health care; Data quality; Quality (philosophy); Health informatics; Equity (law); Informatics; Upload; MEDLINE; Primary health care; Quality management","score_opus":0.47558846153870166,"score_gpt":0.4934071484990894,"score_spread":0.017818686960387742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7067128719","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":[0.9568485,0.0036012165,0.012474655,0.016296001,0.00076638116,0.0067622336,0.0025336277,0.00005161913,0.00066577166],"genre_scores_gemma":[0.99208707,0.0007932364,0.0045111533,0.00036890403,0.000043016473,0.000008787524,0.002145373,0.000026621496,0.000015832793],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9890345,0.0053562582,0.001695442,0.00034747794,0.0028441928,0.0007221532],"domain_scores_gemma":[0.9881568,0.0055607967,0.002303445,0.0022363947,0.001470552,0.00027203432],"candidate_categories":["sts","open_science"],"consensus_categories":[],"category_scores_codex":[0.019059792,0.00026696586,0.0012291725,0.0002848968,0.0016748229,0.00040284038,0.0078454055,0.00019665467,0.000031338837],"category_scores_gemma":[0.007432329,0.00018445576,0.000109256805,0.0009587596,0.00068975094,0.0017997592,0.0066626924,0.001213952,0.0000035357534],"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":[0.0012850021,0.0006903495,0.79717565,0.003985968,0.0006745901,0.0000017864643,0.09571056,0.000018266983,0.000050998045,0.0072356374,0.0055479477,0.08762323],"study_design_scores_gemma":[0.0033778658,0.00029034977,0.95790553,0.0018997609,0.000056389417,4.3241414e-7,0.024627736,0.00038755048,0.000089563466,0.0015145941,0.00942677,0.00042343847],"about_ca_topic_score_codex":0.053754758,"about_ca_topic_score_gemma":0.045686375,"teacher_disagreement_score":0.16072989,"about_ca_system_score_codex":0.0010359966,"about_ca_system_score_gemma":0.0017021578,"threshold_uncertainty_score":0.99962485},"labels":[],"label_agreement":null},{"id":"W7068956934","doi":"","title":"God save the Queen","year":2013,"lang":"en","type":"article","venue":"Surrey Research Insight Open Access (The University of Surrey)","topic":"Gestational Trophoblastic Disease Studies","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":"Anthem; Queen (butterfly); Quarter (Canadian coin); Melody; Frith; Screaming; Period (music)","score_opus":0.20796267492757195,"score_gpt":0.4288435454115951,"score_spread":0.22088087048402313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7068956934","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":[0.6717128,0.00045640118,0.00013128661,0.05766247,0.00023849931,0.0042534536,0.000059007056,0.00004815463,0.2654379],"genre_scores_gemma":[0.9878639,0.00035233106,0.00016888548,0.00018266555,0.000071936054,0.000013392476,0.000024796049,0.000018878854,0.01130324],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99709654,0.0005101137,0.00022424743,0.0003889365,0.0012721836,0.0005079975],"domain_scores_gemma":[0.99514866,0.0016221302,0.00012014242,0.0007913024,0.0020522699,0.0002655241],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011201116,0.0001746801,0.00036122708,0.0002484534,0.001117672,0.000348375,0.0029015131,0.00006070584,0.004886514],"category_scores_gemma":[0.0009414664,0.00010749216,0.00013042794,0.001148427,0.001642038,0.0011562067,0.0035006057,0.0006119204,0.0010524413],"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":[0.002898333,0.0020600827,0.45382383,0.0007855718,0.002255225,0.00042056435,0.012909404,0.0000527779,0.0014598984,0.053988244,0.44206542,0.027280658],"study_design_scores_gemma":[0.0014918348,0.000155183,0.84484327,0.00016261498,0.00008190558,0.00000551941,0.006639959,0.000092074035,0.00021944915,0.002688541,0.14346755,0.00015210247],"about_ca_topic_score_codex":0.012063224,"about_ca_topic_score_gemma":0.0002669373,"teacher_disagreement_score":0.39101943,"about_ca_system_score_codex":0.00016271851,"about_ca_system_score_gemma":0.00072702294,"threshold_uncertainty_score":0.99972534},"labels":[],"label_agreement":null},{"id":"W7071104759","doi":"","title":"Review of 'Everyday Tonality: Towards a Tonal Theory of What Most People Hear', by Philip Tagg New York and Montreal: Mass Media Scholar's Press, 2009. 334 pp. ISBN 976-09760188443","year":2010,"lang":"en","type":"article","venue":"Surrey Research Insight Open Access (The University of Surrey)","topic":"Music History and Culture","field":"Arts and Humanities","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":"Mass media; Media arts; Media theory; Key (lock)","score_opus":0.14216667751104506,"score_gpt":0.3274050022212054,"score_spread":0.18523832471016033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071104759","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":[0.14185008,0.3866179,0.00003545255,0.008500005,0.0021355634,0.0049808943,0.0026489277,0.00008744551,0.45314372],"genre_scores_gemma":[0.54074526,0.2565735,0.0003562715,0.0025734452,0.0015754334,0.00003816496,0.0011978564,0.00020077512,0.19673927],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962655,0.0010861019,0.0004780978,0.00054397155,0.0011599942,0.00046633813],"domain_scores_gemma":[0.9964466,0.0007010643,0.00037992233,0.00086922286,0.0012618845,0.00034130167],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0043177023,0.00028916224,0.00081785285,0.0001426212,0.0010323361,0.00054959336,0.003161921,0.00016438523,0.029051958],"category_scores_gemma":[0.00060000323,0.00022618502,0.00019063237,0.0004213165,0.0020340998,0.0037768644,0.0013620149,0.0012426887,0.000031905798],"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":[0.00072749844,0.00040661427,0.0006246765,0.0026089454,0.00031045507,0.000012845878,0.04472871,5.418501e-7,0.0007022159,0.039160706,0.8837101,0.027006721],"study_design_scores_gemma":[0.0008165597,0.00007399616,0.0013967443,0.0018482077,0.00009338452,0.000002653066,0.00780172,0.0000038324565,0.0004527029,0.002499932,0.9847542,0.0002560902],"about_ca_topic_score_codex":0.026306178,"about_ca_topic_score_gemma":0.019195909,"teacher_disagreement_score":0.39889517,"about_ca_system_score_codex":0.00005765557,"about_ca_system_score_gemma":0.000804824,"threshold_uncertainty_score":0.9987012},"labels":[],"label_agreement":null},{"id":"W7114940861","doi":"","title":"One size does not fit all: a qualitative content analysis of the importance of existing quality improvement capacity in the implementation of Releasing Time to Care: the Productive Ward™ in Saskatchewan, Canada","year":2014,"lang":"en","type":"article","venue":"Surrey Research Insight Open Access (The University of Surrey)","topic":"Geriatric Care and Nursing Homes","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":"Unit (ring theory); Quality management; Christian ministry; Quality (philosophy); Focus group; Qualitative research; Content analysis; Qualitative property","score_opus":0.42504877399066476,"score_gpt":0.5142290113879663,"score_spread":0.08918023739730152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7114940861","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":[0.98831666,0.000040417763,0.000014564463,0.0072740116,0.00010275233,0.0029743563,0.00028586542,0.0000028527422,0.0009885291],"genre_scores_gemma":[0.99943316,0.000014240286,0.00006896311,0.000114994,0.000019630892,0.00001889743,0.000019029596,0.0000082188235,0.00030284375],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9897994,0.0070665944,0.0009416429,0.000402378,0.001325844,0.00046415033],"domain_scores_gemma":[0.98958826,0.0064357915,0.0010645881,0.00091430516,0.0019318204,0.00006522418],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010579616,0.00015379384,0.00072394824,0.00026843723,0.00065915193,0.000027520007,0.0023802635,0.00006707659,0.00015033054],"category_scores_gemma":[0.002060402,0.0000847834,0.00014031895,0.0028437283,0.0005154746,0.0003408075,0.0011968295,0.00066718564,6.6263925e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010774562,0.00022588689,0.22991827,0.0005457531,0.00053378096,0.0000012809106,0.7549502,0.000051000992,0.005800533,0.00068247947,0.0005888915,0.0056244526],"study_design_scores_gemma":[0.00057476165,0.00006573175,0.49320132,0.00013191887,0.0000923192,2.6718892e-8,0.50280136,0.00001081059,0.0025123947,0.0001273058,0.0004114539,0.00007057288],"about_ca_topic_score_codex":0.93163013,"about_ca_topic_score_gemma":0.96529484,"teacher_disagreement_score":0.26328304,"about_ca_system_score_codex":0.00080788904,"about_ca_system_score_gemma":0.0018127464,"threshold_uncertainty_score":0.506973},"labels":[],"label_agreement":null}]}