{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":95,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":95,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"94074f1e635d","filters":{"venue":"Sussex Research Online (University of Sussex)"}},"results":[{"id":"W3090104579","doi":"","title":"Scaling active inference","year":2020,"lang":"en","type":"article","venue":"Sussex Research Online (University of Sussex)","topic":"Embodied and Extended Cognition","field":"Neuroscience","cited_by":64,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Institute for Advanced Research","funders":"","keywords":"Inference; Computer science; Reinforcement learning; Artificial intelligence; Machine learning; Bayesian inference; Probabilistic logic; Bayesian probability","authors":[{"name":"Alexander Tschantz","is_ca":false},{"name":"Manuel Baltieri","is_ca":false},{"name":"Anil K. Seth","is_ca":true},{"name":"Christopher L. Buckley","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2959565982019338,"gpt":0.390165553570494,"spread":0.09420895536856022,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003156689,0.0001260371,0.0002181155,0.0002539885,0.0004452135,0.00002896302,0.0006886638,0.000102135,0.0004036241],"category_scores_gemma":[0.002105644,0.0001455585,0.00009044651,0.001188715,0.0005753128,0.0005163371,0.0004738363,0.000739657,0.0002384925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006768575,"about_ca_system_score_gemma":0.0002387683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002065228,"about_ca_topic_score_gemma":0.00007961554,"domain_scores_codex":[0.9976657,0.0003595703,0.0001244566,0.000539807,0.0008045544,0.0005059295],"domain_scores_gemma":[0.9982087,0.0007936123,0.00007667622,0.0002303505,0.0003724164,0.0003182717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002952125,0.001425052,0.0008674241,0.0006170611,0.00007497727,0.001222107,0.01863053,0.000274925,0.5531205,0.2081628,0.003944537,0.208708],"study_design_scores_gemma":[0.00980388,0.004156361,0.009309365,0.0007273012,0.0001362764,0.00004712864,0.2054637,0.05711059,0.4067192,0.2418814,0.06221088,0.002433852],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9039664,0.00004149266,0.0007672019,0.01743726,0.00008024643,0.0004502365,0.0002724598,0.0002022064,0.07678252],"genre_scores_gemma":[0.9981955,0.0003630864,0.0006695266,0.0002354839,0.0001017483,3.096212e-7,0.00002834492,0.00001364106,0.0003923373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2062742,"threshold_uncertainty_score":0.5935705,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3124404287","doi":"","title":"The Influence of Guided Preparation on the Long-Term Performance of New Ventures","year":2005,"lang":"en","type":"article","venue":"Sussex Research Online (University of Sussex)","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Term (time); Marketing; Business; Point (geometry); New Ventures; Entrepreneurship; Small business; Operations management; Public relations; Economics; Political science; Finance","authors":[{"name":"James J. Chrisman","is_ca":false},{"name":"Ed McMullan","is_ca":true},{"name":"Jeremy Hall","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0636656365004575,"gpt":0.323715024670663,"spread":0.2600493881702055,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008335696,0.0001000699,0.0001664733,0.0001690563,0.0004922868,0.00003463161,0.0008012722,0.00004496367,0.00008053815],"category_scores_gemma":[0.0002861119,0.00006812411,0.00007874339,0.0006076768,0.0005327533,0.0006274622,0.0003769604,0.0002090593,0.00002336056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002899918,"about_ca_system_score_gemma":0.00007831288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00102838,"about_ca_topic_score_gemma":0.00157346,"domain_scores_codex":[0.9986346,0.00004297431,0.000208804,0.0001869123,0.0006572187,0.0002694925],"domain_scores_gemma":[0.9983999,0.0002779482,0.0002650759,0.0003923989,0.000648547,0.00001614029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002944475,0.001129915,0.7988755,0.001313454,0.0004230481,0.00001412812,0.003994256,0.01981185,0.01113743,0.03914998,0.05219682,0.06900915],"study_design_scores_gemma":[0.0006307964,0.0002510226,0.9721068,0.0003254398,0.00003718525,6.221438e-7,0.004292019,0.001167523,0.002064361,0.0004952066,0.01847766,0.0001513916],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906348,0.000259783,0.000002217584,0.007292863,0.00003173194,0.0002781589,0.000004316707,0.00001331372,0.001482829],"genre_scores_gemma":[0.9974796,0.00127256,0.00003894949,0.00007328676,0.0001853078,4.80559e-7,0.000008255221,0.000005928174,0.000935623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1732313,"threshold_uncertainty_score":0.3786322,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7062887535","doi":"","title":"Updating the case studies of the political economy of science granting councils in Sub-Saharan Africa","year":2020,"lang":"en","type":"other","venue":"Sussex Research Online (University of Sussex)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Politics; Foundation (evidence); Private sector; International relations; International political economy; International development; Science policy","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.07959076969963325,"gpt":0.3401889979599826,"spread":0.2605982282603494,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002143867,0.0001912807,0.0005317595,0.0006135868,0.0003707779,0.00002179864,0.001559557,0.00007092554,0.006444952],"category_scores_gemma":[0.0002974934,0.0001465953,0.0001605476,0.001865177,0.005023097,0.00004582576,0.001508723,0.0008376774,0.000006500505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000659857,"about_ca_system_score_gemma":0.001494786,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01214098,"about_ca_topic_score_gemma":0.004270684,"domain_scores_codex":[0.9970035,0.000400928,0.0003444822,0.0004440141,0.001087334,0.0007197511],"domain_scores_gemma":[0.9972807,0.0008076472,0.0003108816,0.0006549793,0.0008017433,0.0001440751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003657826,0.00239295,0.01154483,0.005530006,0.001291824,0.0009418494,0.0126394,0.00001345196,0.01993698,0.3395896,0.5150613,0.09069197],"study_design_scores_gemma":[0.003398702,0.0005662325,0.002671276,0.002052949,0.0001641519,0.00001596659,0.5347505,0.003132767,0.002668096,0.006300646,0.4435196,0.0007591091],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1076586,0.0008739227,0.00001957793,0.01624469,0.00008430648,0.00174939,0.0006834365,0.00001816302,0.8726679],"genre_scores_gemma":[0.9675301,0.0001927199,0.0004352776,0.00002048992,0.0001793965,0.0000037787,0.00002569962,0.00007197689,0.03154057],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8598715,"threshold_uncertainty_score":0.9976847,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7071174699","doi":"","title":"Public private partnership financiers’ perceptions of risk","year":2010,"lang":"en","type":"book","venue":"Sussex Research Online (University of Sussex)","topic":"Business and Management Studies","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"European Investment Bank; Queen's University; Irish Research Council; Irish Research Council for the Humanities and Social Sciences; Government of the United Kingdom; Oxford Brookes University; Queen's University Belfast; Institute of Chartered Accountants Scotland; University of Essex","keywords":"Nucleofection; Gestational period; Dysgeusia; TSG101; Liquation; Diafiltration; Fusible alloy; Emperipolesis; Proteogenomics","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.3596850054254102,"gpt":0.4184794403161005,"spread":0.05879443489069025,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007320698,0.0003747991,0.001148243,0.002979609,0.001045333,0.0001202259,0.003639338,0.0006062746,0.002956869],"category_scores_gemma":[0.005389269,0.0003548549,0.0005433295,0.00224284,0.003311923,0.0006538912,0.003068356,0.002102792,0.0003506949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001884596,"about_ca_system_score_gemma":0.00134686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005456344,"about_ca_topic_score_gemma":0.003985318,"domain_scores_codex":[0.9925302,0.0005884692,0.000670413,0.00108276,0.004248391,0.000879815],"domain_scores_gemma":[0.989685,0.002556817,0.0009629623,0.001906228,0.004583339,0.0003056788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000366926,0.001329267,0.01580073,0.0006243757,0.0006410874,0.0001883327,0.005084973,0.00002745536,0.0001908927,0.1290706,0.6979467,0.1487288],"study_design_scores_gemma":[0.0008420224,0.0002080021,0.06677465,0.0001599111,0.0001121185,0.000001820896,0.01632766,0.0002188812,0.000003205707,0.08902787,0.8258864,0.0004374388],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2372384,0.001831633,0.005828914,0.02976492,0.001330151,0.003342827,0.004507568,0.0002845513,0.715871],"genre_scores_gemma":[0.1546899,0.004467937,0.002442725,0.00002322686,0.0002219848,0.0000016069,0.0003464872,0.0000511343,0.837755],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1482913,"threshold_uncertainty_score":0.9998903,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3122683112","doi":"","title":"Quantifying the Gap between Equilibrium and Optimum Under Monopolistic Competition","year":2018,"lang":"en","type":"preprint","venue":"Sussex Research Online (University of Sussex)","topic":"Fiscal Policy and Economic Growth","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal","funders":"Japan Society for the Promotion of Science; Russian Science Foundation; National Science Foundation","keywords":"Monopolistic competition; Economics; Welfare; Productivity; Microeconomics; General equilibrium theory; Free entry; Competition (biology); Selection (genetic algorithm); Aggregate (composite); Perfect competition; Macroeconomics; Monopoly; Market economy","authors":[{"name":"Kristian Behrens","is_ca":true},{"name":"Giordano Mion","is_ca":false},{"name":"Yasusada Murata","is_ca":false},{"name":"Jens Suedekum","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.308901917833272,"gpt":0.3521808674360497,"spread":0.04327894960277773,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002161526,0.0002836346,0.0007917493,0.0007562745,0.0004403004,0.0001362617,0.001157369,0.0004463525,0.0002927353],"category_scores_gemma":[0.0001972344,0.0003252465,0.0002084853,0.0003489085,0.001590134,0.0002856358,0.002403434,0.001347957,0.0002465538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002800429,"about_ca_system_score_gemma":0.0001571824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004216293,"about_ca_topic_score_gemma":0.0005859561,"domain_scores_codex":[0.9976124,0.0001651067,0.0005017968,0.0008526089,0.0001457076,0.0007224263],"domain_scores_gemma":[0.9977451,0.0005417587,0.0004482044,0.0008444506,0.0001928857,0.0002275946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003493856,0.0005420744,0.08106228,0.002473643,0.001106364,0.00003688852,0.004377554,0.0006273002,0.0001146823,0.8933977,0.01493447,0.000977692],"study_design_scores_gemma":[0.00115975,0.0003132536,0.1870498,0.0002770703,0.00005814867,0.0000050884,0.006406428,0.01759117,0.00002655709,0.7773572,0.008999745,0.0007557148],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9655242,0.001009809,0.001036289,0.01242931,0.0002888438,0.0005542282,0.002586302,0.00005029615,0.01652074],"genre_scores_gemma":[0.9964586,0.000513185,0.0008114484,0.00005627965,0.0006494857,0.000001355922,0.0004463192,0.00004078797,0.001022564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1160404,"threshold_uncertainty_score":0.99992,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7032814887","doi":"","title":"Passionate destruction, passionate creation: art and anarchy in the work of Dennis Cooper","year":2015,"lang":"en","type":"dissertation","venue":"Sussex Research Online (University of Sussex)","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Arts and Humanities Research Council; University of Sussex; York University","keywords":"Context (archaeology); Dialectic; Order (exchange); Subject (documents); George (robot); Poetry; Perspective (graphical); Homosexuality","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04531648314675356,"gpt":0.3322731443130854,"spread":0.2869566611663318,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001595748,0.0001764583,0.0003297854,0.0003066323,0.0003473583,0.00001280136,0.0006216381,0.0003583956,0.005093331],"category_scores_gemma":[0.000173646,0.0001486996,0.00006398291,0.001162469,0.001071483,0.0002666933,0.000223019,0.0007621499,0.0001628524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001880265,"about_ca_system_score_gemma":0.0002496102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001278851,"about_ca_topic_score_gemma":0.01482157,"domain_scores_codex":[0.9974602,0.0005598902,0.0002536101,0.0004056166,0.0009701837,0.0003504664],"domain_scores_gemma":[0.9988326,0.0002834569,0.0001956578,0.0003361746,0.000229694,0.0001224497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003309685,0.0030132,0.5756713,0.0005385644,0.0001928143,0.0006239398,0.03632059,0.0002746269,0.00345404,0.001667625,0.2901481,0.08478555],"study_design_scores_gemma":[0.0008557539,0.0002944131,0.9394053,0.0001779021,0.00005793318,0.000008673433,0.04603886,0.0002029606,0.00007900128,0.003399083,0.009252266,0.0002278034],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923186,0.00008256069,0.000007882806,0.001568786,0.00009519827,0.0004556535,0.00003999424,0.000008886443,0.005422413],"genre_scores_gemma":[0.9661302,0.0004418159,0.0009103585,0.00002411777,0.00003216396,0.000004015006,0.001050607,0.00001867142,0.03138807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3637341,"threshold_uncertainty_score":0.9958162,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7004700014","doi":"","title":"Ordinary men in another world: British other ranks in captivity in Asia during the Second World War","year":2015,"lang":"en","type":"dissertation","venue":"Sussex Research Online (University of Sussex)","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"World War II; Variety (cybernetics); Captivity; Quarter (Canadian coin); Officer; Adversary; Ethnic group","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0189328854731342,"gpt":0.3196620081027951,"spread":0.3007291226296609,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001799843,0.0002510147,0.0005094635,0.001627508,0.00009541535,0.00002965789,0.0009034522,0.0003536148,0.0005435778],"category_scores_gemma":[0.0001139081,0.0002983088,0.0001575755,0.00180374,0.0002665912,0.00003464535,0.0003583954,0.001179014,0.000006257168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002905477,"about_ca_system_score_gemma":0.0004045328,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02396222,"about_ca_topic_score_gemma":0.8705396,"domain_scores_codex":[0.9972379,0.0006154972,0.0003144429,0.0007186402,0.0005377946,0.0005756811],"domain_scores_gemma":[0.9986898,0.00006727101,0.0001628204,0.0006565385,0.000342987,0.00008055333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0089195,0.005252728,0.1774446,0.002850433,0.0009203883,0.004899374,0.007356042,0.0001820468,0.6434324,0.00006290508,0.1130345,0.03564504],"study_design_scores_gemma":[0.008860186,0.0005672673,0.6925459,0.001901273,0.00009474383,0.00002961078,0.05871728,0.0006003134,0.05128358,0.001771528,0.181503,0.002125373],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.971976,0.001636412,0.000002392429,0.0002280183,0.00001492795,0.0006022502,0.00006952457,0.00001347785,0.02545695],"genre_scores_gemma":[0.8000119,0.00083295,0.0002257014,0.00001633399,0.00007328331,0.000006164253,0.0008498279,0.00005769375,0.1979261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8465773,"threshold_uncertainty_score":0.9999469,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7038364237","doi":"","title":"The inadequacy of U.K. law to address user-generated content: a comparative analysis with the United States and Canada","year":2017,"lang":"en","type":"article","venue":"Sussex Research Online (University of Sussex)","topic":"Insect and Arachnid Ecology and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Government (linguistics); Legislation; Work (physics); Legislature; Agency (philosophy)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.07424221098000511,"gpt":0.3340822629695862,"spread":0.2598400519895811,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003830586,0.00008947027,0.0001873207,0.00008220541,0.001399189,0.00002963918,0.00055848,0.00006226548,0.0000123629],"category_scores_gemma":[0.00003695942,0.00005792691,0.00003979484,0.0002250175,0.001092796,0.00001024555,0.0002928936,0.0001790775,2.848323e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001904423,"about_ca_system_score_gemma":0.0002402342,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5133429,"about_ca_topic_score_gemma":0.9664075,"domain_scores_codex":[0.999076,0.0001864007,0.00008354832,0.0001917569,0.0002067979,0.0002555114],"domain_scores_gemma":[0.998625,0.00009622568,0.0001061908,0.0004161171,0.0006681706,0.00008826741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01187424,0.001274534,0.3268862,0.0001769528,0.007085559,0.0002970331,0.008054414,0.002077945,0.6060073,0.009988068,0.0247179,0.001559904],"study_design_scores_gemma":[0.003584925,0.003003195,0.6830171,0.00005604462,0.0006947176,0.000009213044,0.09648043,0.001264249,0.1133491,0.00004819092,0.0979009,0.0005919166],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956124,0.00007324688,0.00002000818,0.003728045,0.00001303673,0.0002177863,0.0001847779,0.000001919585,0.0001487788],"genre_scores_gemma":[0.9976518,0.0001749987,0.00005258976,0.00005782366,0.00001596897,0.000001130356,0.0002751282,0.000003672927,0.001766915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4926582,"threshold_uncertainty_score":0.9999009,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7014438929","doi":"","title":"Pollution and politician productivity: the effect of PM on MPs","year":2019,"lang":"en","type":"article","venue":"Sussex Research Online (University of Sussex)","topic":"Electoral Systems and Political Participation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Endogeneity; Quality (philosophy); Pollution; Particulates; Parliament; House of Commons; Air pollution; Air quality index","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.05675430079398619,"gpt":0.3864248985147912,"spread":0.329670597720805,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002492397,0.00006980147,0.0001986775,0.0001640199,0.0004081861,0.00001576556,0.0002259367,0.00008697469,0.00009119316],"category_scores_gemma":[0.0005355247,0.00005611297,0.00005290726,0.0005184484,0.0008233287,0.0001735696,0.00007913449,0.000254635,0.00002844955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001196655,"about_ca_system_score_gemma":0.0001667564,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04039632,"about_ca_topic_score_gemma":0.0102923,"domain_scores_codex":[0.9973773,0.001227001,0.00009710519,0.0002016346,0.0006728396,0.0004241116],"domain_scores_gemma":[0.9986505,0.0006970675,0.00006427526,0.0002252473,0.0002334277,0.0001294702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.001129956,0.0005145982,0.3064559,0.0008639538,0.0001481685,0.00001298444,0.01455268,0.00004543192,0.01625823,0.6376507,0.002162672,0.02020469],"study_design_scores_gemma":[0.002407311,0.007230608,0.8906278,0.0004486341,0.00008738948,0.000002114652,0.03600991,0.0005650151,0.005420804,0.01308197,0.04366172,0.0004567484],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778952,0.00004293278,0.000003247553,0.0154589,0.00006911195,0.0005861385,0.00002441723,0.00001450409,0.005905573],"genre_scores_gemma":[0.9962773,0.00001735243,0.00001256026,0.00001099072,0.0001434812,4.564825e-7,0.000005979737,0.000005108262,0.003526798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6245688,"threshold_uncertainty_score":0.9659938,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7027453722","doi":"","title":"Convex relaxation of mixture regression with efficient algorithms","year":2009,"lang":"en","type":"other","venue":"Sussex Research Online (University of Sussex)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Diafiltration; Liquation; Fusible alloy; Proteogenomics; Articular cartilage damage","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03642529521091161,"gpt":0.323044199094754,"spread":0.2866189038838424,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001801514,0.0006097376,0.001271227,0.003604352,0.0002831549,0.00002320384,0.001535611,0.001034988,0.00260072],"category_scores_gemma":[0.0002719132,0.0005654402,0.0002661323,0.003124353,0.001900613,0.0001566085,0.000490724,0.001873141,0.0002850462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005004325,"about_ca_system_score_gemma":0.001076831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003387264,"about_ca_topic_score_gemma":0.002897798,"domain_scores_codex":[0.9929222,0.0009369637,0.000383212,0.001147447,0.003576908,0.001033227],"domain_scores_gemma":[0.9949041,0.0003023008,0.001185168,0.001517878,0.001672262,0.0004183164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003506828,0.003894879,0.000732204,0.001964873,0.0008256715,0.0009834663,0.002352671,0.0003358707,0.006752423,0.001110843,0.9615598,0.0159805],"study_design_scores_gemma":[0.01654688,0.00676724,0.01225787,0.0174314,0.0007701388,0.00009913578,0.03630003,0.01403159,0.001999231,0.0005418166,0.8900387,0.003216004],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1705509,0.01374535,0.004255529,0.007589497,0.0007960012,0.01326169,0.01497335,0.002649552,0.7721781],"genre_scores_gemma":[0.03921901,0.001889457,0.02503966,0.00001594019,0.0004844503,0.000001866234,0.003694199,0.001388193,0.9282672],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1560891,"threshold_uncertainty_score":0.9996797,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7064950107","doi":"","title":"A Creole melting pot: the politics of language, race, and
\\nidentity in southwest Louisiana, 1918-45","year":2016,"lang":"en","type":"dissertation","venue":"Sussex Research Online (University of Sussex)","topic":"Remote-Sensing Image Classification","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Creole language; Politics; Resistance (ecology); Elite; Identity (music); Ethnic group; Cultural identity; Colonialism","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02331198495484238,"gpt":0.3022961973898063,"spread":0.278984212434964,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001143128,0.0002555925,0.000516133,0.001007158,0.0002448773,0.00004030022,0.0006325735,0.000356478,0.00006192906],"category_scores_gemma":[0.0005955576,0.0002479968,0.0001230258,0.0008154819,0.0004240856,0.0002720226,0.0001455314,0.0009811106,0.00002210918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002586973,"about_ca_system_score_gemma":0.0002583351,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007190096,"about_ca_topic_score_gemma":0.02352047,"domain_scores_codex":[0.997632,0.000275347,0.0003596149,0.0003891422,0.0007752801,0.0005686389],"domain_scores_gemma":[0.9978454,0.0005328938,0.0001999419,0.0006570951,0.0006272601,0.0001374639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001424433,0.00178837,0.05047327,0.02175914,0.001920536,0.001512955,0.1644086,0.001456427,0.5859922,0.005787296,0.01316461,0.1503122],"study_design_scores_gemma":[0.003178484,0.000240413,0.6533928,0.003479633,0.0002258574,0.00001894288,0.3007771,0.02084589,0.01135804,0.001644076,0.003574931,0.001263853],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934584,0.0009590106,0.0001422603,0.0006667757,0.0001421448,0.0004363865,0.0002561327,0.00007093361,0.003867909],"genre_scores_gemma":[0.9862843,0.001060856,0.0008394729,0.000003078786,0.0001127403,5.00203e-7,0.0005099099,0.00006672789,0.01112245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6029195,"threshold_uncertainty_score":0.9999972,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6981589538","doi":"","title":"Equitable compensation for a fiduciary’s non-disclosure and hypothetical courses of events","year":2011,"lang":"en","type":"article","venue":"Sussex Research Online (University of Sussex)","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Presumption; Principal (computer security); Fiduciary; Database transaction; Compensation (psychology); Subject (documents); Default","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.3785585494592976,"gpt":0.461370972358459,"spread":0.08281242289916135,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002574984,0.00007509245,0.0002466734,0.0002645884,0.0006620362,0.000006754864,0.0003552653,0.0001576152,0.0001996119],"category_scores_gemma":[0.001903281,0.00009088443,0.00005859633,0.0005197588,0.0009205326,0.000266368,0.0001184462,0.0002009977,0.000005007535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001643273,"about_ca_system_score_gemma":0.001004621,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01868943,"about_ca_topic_score_gemma":0.007921179,"domain_scores_codex":[0.9980825,0.000357992,0.0001638493,0.0002361592,0.0006552489,0.0005042433],"domain_scores_gemma":[0.9967986,0.001694225,0.0001305674,0.0001764809,0.0009792241,0.0002209034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001891795,0.003729145,0.4016322,0.001769798,0.000206486,0.00001240692,0.3276518,0.000002188578,0.001786146,0.199525,0.005901832,0.05589119],"study_design_scores_gemma":[0.002214417,0.001132838,0.5133554,0.000278382,0.00008138558,0.00000116469,0.4162496,0.0003049873,0.000349411,0.05368111,0.01204179,0.0003094596],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991686,0.0001153085,0.0001919673,0.00413791,0.0002815549,0.001401531,0.00007408315,0.00001702169,0.002094653],"genre_scores_gemma":[0.9927604,0.000396313,0.006261479,0.000007994128,0.0001624278,0.000007081118,0.00002837642,0.00001018096,0.0003657357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1458438,"threshold_uncertainty_score":0.9878452,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7010193889","doi":"","title":"The Herschel Multi-tiered Extragalactic Survey: HerMES","year":2012,"lang":"en","type":"article","venue":"Sussex Research Online (University of Sussex)","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Astronomical Observatories, Chinese Academy of Sciences; Science and Technology Facilities Council; Centre National de la Recherche Scientifique; Università degli Studi di Padova; Centre National d’Etudes Spatiales; Cardiff University; University of Sussex; National Aeronautics and Space Administration; California Institute of Technology; University of Lethbridge; Imperial College London; UK Space Agency","keywords":"Redshift; Galaxy; Spectral energy distribution; Luminosity; Star formation; Galactic astronomy; Spire (mollusc); Luminous infrared galaxy","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1186306829562247,"gpt":0.3770811933130647,"spread":0.2584505103568401,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022733,0.0002081508,0.0003073218,0.0001705465,0.001133454,0.0000657106,0.0009865479,0.00007602237,0.0007401562],"category_scores_gemma":[0.0001380216,0.0001811059,0.0002071494,0.0008015261,0.001083102,0.0005704468,0.0005752952,0.001080484,0.0002138332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009654167,"about_ca_system_score_gemma":0.0003917189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003469185,"about_ca_topic_score_gemma":0.0003241375,"domain_scores_codex":[0.9962935,0.0009175219,0.0001974516,0.0003417135,0.0008680131,0.00138179],"domain_scores_gemma":[0.9968059,0.001413375,0.000113598,0.0005863722,0.0005836359,0.0004971327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008311108,0.003426368,0.6052958,0.00004631799,0.0005767258,0.00001227533,0.001611825,0.00002324431,0.003005267,0.009294827,0.006227767,0.3696485],"study_design_scores_gemma":[0.002237166,0.0003052533,0.904823,0.00005248199,0.00003552845,8.336029e-7,0.05584526,0.001816041,0.001583266,0.0006054902,0.03222737,0.0004683072],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982895,0.0003420119,0.01152815,0.001348386,0.0001294345,0.0005464459,0.000297716,0.0000357708,0.00287715],"genre_scores_gemma":[0.9894179,0.00003877384,0.001665155,0.000003131873,0.0003209617,0.000002022864,0.0001457579,0.00002531763,0.008381005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3691802,"threshold_uncertainty_score":0.8717723,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7045598167","doi":"","title":"Beyond 2015: shaping the future of equality, human rights and social justice","year":2015,"lang":"en","type":"other","venue":"Sussex Research Online (University of Sussex)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Queen's University Belfast; Queen's University; University of the West of England; European Commission; Joseph Rowntree Foundation; University of Toronto; Nuffield Foundation; Ulster University; Barrow Cadbury Trust","keywords":"Human rights; Social justice; Economic Justice; Social rights; Perspective (graphical)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.06325338326079107,"gpt":0.3694499101648996,"spread":0.3061965269041086,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001485485,0.0002475639,0.0005181548,0.0005901469,0.0006908723,0.00003653501,0.001055011,0.0002221289,0.07362741],"category_scores_gemma":[0.000009296979,0.0002186731,0.0001249936,0.0005565091,0.001249968,0.00003848836,0.001289463,0.0009817997,0.00002728045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002600186,"about_ca_system_score_gemma":0.0004092719,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01920081,"about_ca_topic_score_gemma":0.0138147,"domain_scores_codex":[0.9967858,0.0005311978,0.0002319255,0.0004507007,0.001456629,0.000543699],"domain_scores_gemma":[0.9980626,0.0002022443,0.0002677295,0.0005220849,0.0007672096,0.0001780954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005644588,0.0002885744,0.0001312223,0.0005393043,0.0001917932,0.00001000825,0.00102277,1.353846e-7,0.0002493902,0.03470637,0.9511515,0.01165243],"study_design_scores_gemma":[0.001023507,0.0001642567,0.0004591755,0.00009981432,0.0001045473,3.595256e-7,0.02382767,0.00004981282,0.000009427634,0.003367026,0.9706798,0.0002145957],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01412395,0.0009263704,0.00002717701,0.009112552,0.0001449852,0.001054592,0.001583225,0.00003737274,0.9729898],"genre_scores_gemma":[0.01966132,0.00006986703,0.000333524,0.00001227625,0.001727123,0.000001611756,0.0008146872,0.0000969966,0.9772826],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07360013,"threshold_uncertainty_score":0.9873304,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7009271289","doi":"","title":"Early to Mid Wisconsin fluvial deposits and palaeoenvironment of the Kidluit Formation, Tuktoyaktuk Coastlands, western Arctic Canada","year":2017,"lang":"en","type":"article","venue":"Sussex Research Online (University of Sussex)","topic":"Hymenoptera taxonomy and phylogeny","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Radiocarbon dating; Macrofossil; Fluvial; Marine isotope stage; Deposition (geology); Tundra; Arctic; Glacial period; Moraine; Thermoluminescence dating","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0432164736628914,"gpt":0.2385561056171468,"spread":0.1953396319542554,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003224828,0.00009629999,0.0001800483,0.00002310006,0.0008389915,0.00003786046,0.0007165289,0.00005578781,0.00007016346],"category_scores_gemma":[0.00007167678,0.00004783967,0.00004472181,0.000125049,0.0003410558,0.0001699517,0.0006102101,0.0001869506,0.000003725874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006440608,"about_ca_system_score_gemma":0.00007936677,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.348955,"about_ca_topic_score_gemma":0.8808975,"domain_scores_codex":[0.9987698,0.0001494171,0.000129739,0.0002068794,0.0004472603,0.0002969338],"domain_scores_gemma":[0.9992113,0.0001528842,0.0001232097,0.0001971413,0.0001361574,0.000179327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002383099,0.0001502089,0.8938551,0.00007964765,0.00005474991,0.00002929025,0.0009653418,0.000008285393,0.05848561,0.00009462239,0.000835282,0.04520359],"study_design_scores_gemma":[0.0002468409,0.0002276104,0.9875079,0.0000579342,0.000009965815,0.000003889192,0.001566218,0.0000111436,0.002819263,0.00008261738,0.007372688,0.00009393832],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906136,0.00005208578,0.000002382694,0.008634812,0.00004239734,0.000299576,0.0001847099,0.000003597065,0.0001668325],"genre_scores_gemma":[0.9992146,0.0000618848,0.00007514285,0.00004089476,0.00005282038,5.412172e-7,0.00002081339,8.180796e-7,0.0005325243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5319425,"threshold_uncertainty_score":0.6553804,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7053495742","doi":"","title":"Walking the straight and narrow: linguistic choice and gendered presentation","year":2016,"lang":"en","type":"article","venue":"Sussex Research Online (University of Sussex)","topic":"Electromagnetic Compatibility and Measurements","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Presentation (obstetrics); Identity (music); Gender identity; Social identity theory; Language and gender; Transsexual; Social distance; Sociolinguistics","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.05786375414263874,"gpt":0.2905911171465826,"spread":0.2327273630039439,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005850149,0.00009148345,0.0001259207,0.0001387422,0.0002288721,0.00001970766,0.0002089581,0.00005479699,0.0001211415],"category_scores_gemma":[0.0002925221,0.00007198994,0.00002375364,0.0002184014,0.0003150568,0.0001265852,0.0001028845,0.0002135139,0.000002707045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006067268,"about_ca_system_score_gemma":0.00004944929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002749119,"about_ca_topic_score_gemma":0.001876423,"domain_scores_codex":[0.9988723,0.0001338941,0.00009838749,0.000204972,0.0003829997,0.0003074023],"domain_scores_gemma":[0.9989502,0.0004900019,0.0000230295,0.0002190258,0.0002120753,0.0001056194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003042378,0.0004612195,0.0459052,0.001768826,0.0004610344,0.0000808961,0.0187568,0.0001373201,0.5191745,0.00448227,0.005482109,0.4029856],"study_design_scores_gemma":[0.003528888,0.000698931,0.9516716,0.000293061,0.00008231457,0.00001884935,0.007901073,0.01079241,0.003598369,0.005217426,0.01572677,0.0004703179],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957943,0.0007787065,0.0002515854,0.001118692,0.00004284639,0.0002462763,0.00002081546,0.00004847266,0.001698315],"genre_scores_gemma":[0.9980468,0.0004553121,0.0004007808,0.000003463316,0.00005741869,4.255007e-7,0.000006492175,0.00001017785,0.00101914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9057664,"threshold_uncertainty_score":0.2935665,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7017463875","doi":"","title":"A behavioral model of software project risk management","year":2012,"lang":"en","type":"other","venue":"Sussex Research Online (University of Sussex)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Project risk management; Problematization; Project management; Software project management; Conceptual model; Risk management; Risk management plan; Project management triangle","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1575530690704681,"gpt":0.3903570573747401,"spread":0.232803988304272,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002128594,0.0006612421,0.001247874,0.005339287,0.0002969155,0.00002323696,0.002488298,0.0008031242,0.003196333],"category_scores_gemma":[0.0001001382,0.0007846031,0.0005185154,0.002322261,0.001769092,0.0003466817,0.002326343,0.001835488,0.0008261824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006004618,"about_ca_system_score_gemma":0.0008535382,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01849949,"about_ca_topic_score_gemma":0.008890768,"domain_scores_codex":[0.9929064,0.0008369994,0.0004226885,0.001102836,0.003076958,0.001654134],"domain_scores_gemma":[0.9956391,0.000149432,0.0008952504,0.002001949,0.0008921223,0.0004221173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001283907,0.006969403,0.004977831,0.004122665,0.001627828,0.0003340586,0.002468961,0.0001543276,0.0003335288,0.00174693,0.9516793,0.02430123],"study_design_scores_gemma":[0.008955969,0.001632318,0.002423874,0.003045067,0.0024934,0.00001458029,0.04526044,0.004580962,0.00009200464,0.00151715,0.9270851,0.002899148],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08929982,0.006965351,0.004307239,0.0003649514,0.0005473983,0.01556181,0.0876257,0.002700241,0.7926275],"genre_scores_gemma":[0.008234357,0.003551964,0.09650034,0.000003017408,0.0002136592,0.000006533419,0.002002788,0.001484487,0.8880029],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09537537,"threshold_uncertainty_score":0.9999518,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7065083209","doi":"","title":"Control of dynamical regimes in optical microresonators exploiting parametric interaction","year":2019,"lang":"en","type":"dissertation","venue":"Sussex Research Online (University of Sussex)","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council; Natural Sciences and Engineering Research Council of Canada; FP7 People: Marie-Curie Actions; Ministère de l'Économie, de l’Innovation et des Exportations du Québec","keywords":"Nucleofection; Proteogenomics; TSG101; Gestational period; Diafiltration; Dysgeusia; Hyporeflexia","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03137532570015878,"gpt":0.3248119971845685,"spread":0.2934366714844098,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005819536,0.0001858658,0.0005058851,0.001059682,0.00008875733,0.00001638462,0.0004233478,0.0001764358,0.0002946402],"category_scores_gemma":[0.00006408343,0.0002181618,0.0001544256,0.001023434,0.0001343065,0.0002754769,0.00007901996,0.000938519,0.00003581968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000132568,"about_ca_system_score_gemma":0.0003703787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001222858,"about_ca_topic_score_gemma":0.0002929183,"domain_scores_codex":[0.99816,0.0001504183,0.0003197581,0.0003547814,0.0005680792,0.0004469772],"domain_scores_gemma":[0.9984968,0.0004945762,0.0002466489,0.0002443614,0.0004210274,0.00009655317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007239759,0.003120112,0.7760403,0.002385577,0.001020733,0.00008916813,0.009172319,0.0006183382,0.0423525,0.01305925,0.0005670012,0.144335],"study_design_scores_gemma":[0.008396957,0.000813416,0.7052768,0.002092856,0.0001549487,0.000002023379,0.1894327,0.06607416,0.02301135,0.001266332,0.002206167,0.001272218],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996969,0.00006994556,0.0001018253,0.00008137211,0.0001362871,0.0003575513,0.00008774269,0.00001046917,0.002185781],"genre_scores_gemma":[0.9968663,0.00004437935,0.0003375047,0.000001081482,0.00004974697,0.000001366843,0.0007692213,0.00002040803,0.001909954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1802604,"threshold_uncertainty_score":0.8896379,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7065704077","doi":"","title":"Estimating the costs of compliance options for the BWC","year":2015,"lang":"en","type":"article","venue":"Sussex Research Online (University of Sussex)","topic":"Astrophysical Phenomena and Observations","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Diafiltration; Liquation; Emperipolesis; Triacetin; Demotion","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1992748358459392,"gpt":0.3799007060722157,"spread":0.1806258702262765,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005457412,0.000072248,0.0001526382,0.00004454172,0.0005855083,0.00002105718,0.0006287565,0.00002016682,0.00005995357],"category_scores_gemma":[0.00006592213,0.00005650155,0.0001022337,0.0004572086,0.0005602711,0.0001514334,0.0002265374,0.0002541781,0.000009717434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004707836,"about_ca_system_score_gemma":0.0002083682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002714831,"about_ca_topic_score_gemma":0.0002305174,"domain_scores_codex":[0.9990245,0.00009844184,0.0001182272,0.0001514837,0.0003439113,0.0002635074],"domain_scores_gemma":[0.9978331,0.0007748391,0.0001021476,0.0003535319,0.0008456533,0.00009074277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005400965,0.003046029,0.0303145,0.000278849,0.0009310304,0.000004092116,0.009633703,0.119942,0.004205856,0.6629564,0.04221767,0.1259298],"study_design_scores_gemma":[0.003482101,0.0008122824,0.04789149,0.0002813348,0.0001610909,3.1329e-7,0.1654273,0.6919966,0.0001738149,0.0711225,0.01824188,0.0004093194],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8337249,0.0001262633,0.1496375,0.01199815,0.0001243344,0.001060138,0.0007090509,0.00002316253,0.002596592],"genre_scores_gemma":[0.9848635,0.00000263867,0.01330985,0.000008572281,0.0001954373,0.000002867298,0.00008424036,0.000008550272,0.001524344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5918339,"threshold_uncertainty_score":0.4503316,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7011497182","doi":"","title":"The meaning of ice: scientific scrutiny and the visual record obtained from the British polar expeditions between 1772 and 1854","year":2014,"lang":"en","type":"dissertation","venue":"Sussex Research Online (University of Sussex)","topic":"Biomedical and Chemical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Narrative; Scrutiny; Arctic; Painting; The arctic","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03949984019961969,"gpt":0.352193120574497,"spread":0.3126932803748773,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.003578883,0.0002007356,0.0006113726,0.0002061627,0.002851133,0.0002616662,0.0008490137,0.0003787933,0.0001678166],"category_scores_gemma":[0.003321328,0.0001326869,0.0001806769,0.0009691983,0.006163355,0.0001113246,0.0005224096,0.001923754,0.000006626056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006990469,"about_ca_system_score_gemma":0.0006991388,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01522321,"about_ca_topic_score_gemma":0.01325833,"domain_scores_codex":[0.9957625,0.0006399272,0.0003582214,0.0005773553,0.0020469,0.0006151533],"domain_scores_gemma":[0.991141,0.006373429,0.0002208437,0.0005420824,0.001344927,0.00037772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01413889,0.001711525,0.03278724,0.004510516,0.003385123,0.0002906467,0.01857894,2.258569e-7,0.04305587,0.006599733,0.1222513,0.75269],"study_design_scores_gemma":[0.01803068,0.002008492,0.3791031,0.006309277,0.001485202,0.00002937226,0.3626746,0.001843241,0.002421614,0.03067006,0.1943845,0.001039916],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811704,0.002810757,0.00001892357,0.01325865,0.0001159078,0.0007434624,0.0004539885,0.00002082546,0.001407104],"genre_scores_gemma":[0.9744824,0.004634443,0.000233775,0.00003370363,0.0005780337,0.000003134784,0.003280975,0.00003428927,0.01671921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7516501,"threshold_uncertainty_score":0.998447,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7027425886","doi":"","title":"Colonization and the origins of humanitarian governance: protecting Aborigines across the nineteenth-century British empire","year":2014,"lang":"en","type":"book","venue":"Sussex Research Online (University of Sussex)","topic":"Historical and Contemporary Political Dynamics","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Colonialism; Indigenous; British Empire; Colonization; Context (archaeology); George (robot)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03781863929667256,"gpt":0.271993679631621,"spread":0.2341750403349484,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001183166,0.0002240697,0.0005592833,0.00007936523,0.001892707,0.0001355525,0.0008430181,0.0001997171,0.000284928],"category_scores_gemma":[0.0002485132,0.000177931,0.0001820893,0.0001311373,0.004910647,0.0002220583,0.0004089978,0.001234753,0.00001028025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004223766,"about_ca_system_score_gemma":0.000523176,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01606519,"about_ca_topic_score_gemma":0.06258973,"domain_scores_codex":[0.9975829,0.0003929685,0.000325493,0.000383451,0.0008357553,0.0004794876],"domain_scores_gemma":[0.9973018,0.0008120916,0.000352895,0.0004184085,0.001004875,0.0001099667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002184897,0.0001209896,0.00004360094,0.0005916732,0.0001350678,0.00003232817,0.01512599,0.000003454105,0.000001743174,0.9678684,0.01145317,0.004405063],"study_design_scores_gemma":[0.001012604,0.0002133436,0.0002252771,0.0003432434,0.00005524261,0.000004531301,0.01407084,0.0006151482,2.912431e-7,0.007167549,0.976091,0.0002009885],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2741409,0.01334254,0.0001556546,0.0211296,0.001810226,0.006548788,0.009238687,0.0002655963,0.673368],"genre_scores_gemma":[0.3073143,0.002209425,0.00003616389,0.00007056542,0.00119264,0.000003947598,0.0003945354,0.0000528516,0.6887256],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9646378,"threshold_uncertainty_score":0.9994067,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7033711089","doi":"","title":"Recovery methods for evolution and nonlinear problems","year":2010,"lang":"en","type":"dissertation","venue":"Sussex Research Online (University of Sussex)","topic":"Maritime Ports and Logistics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Estimator; Finite element method; Nonlinear system; Differentiable function; Element (criminal law); Type (biology); Novelty; Numerical analysis; Work (physics); Heat equation","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04683046850100873,"gpt":0.3582390410887939,"spread":0.3114085725877851,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001399443,0.0002626845,0.0005004596,0.000699245,0.0002809308,0.00003969785,0.0003955336,0.0007141914,0.0001964156],"category_scores_gemma":[0.0003674387,0.0003184792,0.0001483193,0.0003889746,0.0002211604,0.0001888656,0.00009124187,0.001292076,0.000005111324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001360685,"about_ca_system_score_gemma":0.000282837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008168144,"about_ca_topic_score_gemma":0.005698312,"domain_scores_codex":[0.9983137,0.0001090285,0.0002566537,0.0004226102,0.0003661539,0.0005318187],"domain_scores_gemma":[0.9979791,0.0005063706,0.0001060862,0.000380242,0.000837711,0.000190513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001375307,0.0009294675,0.0004193092,0.02433825,0.001115784,0.00008624051,0.00389756,0.001742227,0.03776287,0.007308524,0.0235137,0.8975108],"study_design_scores_gemma":[0.003516344,0.001651131,0.01312367,0.001332269,0.0005852056,0.00002518664,0.02774659,0.2618078,0.001623399,0.03468942,0.6515137,0.002385293],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6810418,0.01803832,0.2143465,0.001712536,0.006170051,0.01034948,0.006578183,0.001442699,0.06032041],"genre_scores_gemma":[0.06117753,0.0159649,0.7984417,0.00001264743,0.001354371,0.0000230778,0.0225203,0.0004489627,0.1000565],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8951254,"threshold_uncertainty_score":0.9999267,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7005180291","doi":"","title":"The poverty‐inequality‐environment frontier in the age of crises","year":2021,"lang":"en","type":"other","venue":"Sussex Research Online (University of Sussex)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Poverty; Sustainability; Sustainable development; Frontier; Debt; Climate change; Underclass; Coping (psychology); Transformative learning; Sovereignty","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1516894033733586,"gpt":0.2917630990937234,"spread":0.1400736957203648,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002478609,0.0001876805,0.0006682295,0.0005507767,0.0002499642,0.0000452663,0.001327286,0.0001826102,0.01099705],"category_scores_gemma":[0.0001657347,0.0001646509,0.0002354829,0.0004615845,0.001025648,0.00007422371,0.0006677661,0.0004702458,0.0004973719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001527258,"about_ca_system_score_gemma":0.00007762622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006052503,"about_ca_topic_score_gemma":0.00350157,"domain_scores_codex":[0.9981432,0.000174282,0.0003968795,0.0005633666,0.0002322722,0.0004900277],"domain_scores_gemma":[0.998309,0.0003075181,0.0003764459,0.0009028871,0.00005145973,0.00005268193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003495177,0.0003353434,0.0032883,0.0001684989,0.0002433857,0.00006091126,0.001677717,0.000008720979,0.000004331719,0.01886337,0.9746603,0.0006541187],"study_design_scores_gemma":[0.0004605923,0.00004605884,0.006137795,0.00007483283,0.000009944881,4.544108e-7,0.03033842,0.00004539243,0.000001143792,0.001680711,0.9610421,0.0001625545],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003215719,0.01867138,0.00008363719,0.00350165,0.0006631706,0.0006244322,0.002466057,0.00001507943,0.9707589],"genre_scores_gemma":[0.004265491,0.02094152,0.0003094711,0.00004716,0.00009973189,0.000001776307,0.0001788962,0.00005848909,0.9740975],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0286607,"threshold_uncertainty_score":0.989907,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6980591290","doi":"","title":"Collaborative federalism - an alternative model for solving oil and gas disputes in Iraq","year":2020,"lang":"en","type":"dissertation","venue":"Sussex Research Online (University of Sussex)","topic":"Effects of Radiation Exposure","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Federalism; Conceptualization; Negotiation; Constitution; Government (linguistics); Corporate governance; Politics; Power (physics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0478355540051309,"gpt":0.3735150896469707,"spread":0.3256795356418398,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007903656,0.0003237909,0.0008355636,0.0009801646,0.0003385106,0.00005200796,0.0003865663,0.0004151851,0.00003222096],"category_scores_gemma":[0.0009642357,0.0003786237,0.0001242638,0.0008312843,0.0002585599,0.0005382132,0.0001166906,0.001080814,0.000003417683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003132925,"about_ca_system_score_gemma":0.00138152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008815895,"about_ca_topic_score_gemma":0.01649928,"domain_scores_codex":[0.9972343,0.0002367717,0.0002889419,0.0007950262,0.000914351,0.000530629],"domain_scores_gemma":[0.9965562,0.0006636393,0.0002568915,0.0003323765,0.00177847,0.0004124727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.05309574,0.007644328,0.01087502,0.03639513,0.003550098,0.003381366,0.4961087,0.003921211,0.1064015,0.02649385,0.02409776,0.2280353],"study_design_scores_gemma":[0.01262288,0.004383604,0.01453063,0.002172191,0.0003241433,0.0000108897,0.2351393,0.7205397,0.001444057,0.004952013,0.002846307,0.001034275],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862344,0.0008687848,0.0001428749,0.009564445,0.00009611071,0.001019509,0.0007076368,0.00005659227,0.001309601],"genre_scores_gemma":[0.9247257,0.006813132,0.02213087,0.0001395042,0.000433346,0.00002062359,0.01467889,0.0001720109,0.03088592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7166185,"threshold_uncertainty_score":0.9998665,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7006167099","doi":"","title":"Struggling in between: the everyday practice of weaving Shan home territory along the Thai-Burma border","year":2016,"lang":"en","type":"dissertation","venue":"Sussex Research Online (University of Sussex)","topic":"Subterranean biodiversity and taxonomy","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Chiang Ching-Kuo Foundation for International Scholarly Exchange; Saskatchewan Health Research Foundation","keywords":"Negotiation; Citizenship; Displacement (psychology); Displaced person; Perspective (graphical); Social relation; Everyday life; State (computer science); Feeling; Weaving; Social relationship","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.06254144441999006,"gpt":0.3085697206808864,"spread":0.2460282762608964,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002826734,0.000274197,0.0004959955,0.0006761621,0.0008782496,0.00005693446,0.001913627,0.0003577703,0.002030834],"category_scores_gemma":[0.0003724608,0.0001953961,0.0002072581,0.000839595,0.0007519872,0.0008212394,0.0001492325,0.001439249,0.00006594361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005351807,"about_ca_system_score_gemma":0.0006046296,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03857372,"about_ca_topic_score_gemma":0.05825974,"domain_scores_codex":[0.9961348,0.0009893256,0.0003527815,0.0005236157,0.001315186,0.0006842943],"domain_scores_gemma":[0.9946938,0.003644346,0.0004439472,0.0006047261,0.0004666601,0.0001465513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001662892,0.0002070194,0.8721536,0.0006369294,0.0004959799,0.0002769793,0.01321877,0.0001028988,0.00009174838,0.00005760131,0.001498634,0.109597],"study_design_scores_gemma":[0.0008716485,0.0002524412,0.8104334,0.000469569,0.0001137042,0.000005812462,0.1620378,0.0001953856,0.00007994252,0.0001848969,0.02501175,0.0003436739],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841605,0.001243433,0.00001065606,0.002828316,0.0003392389,0.0006302803,0.0009775099,0.00002101604,0.009789087],"genre_scores_gemma":[0.9939855,0.001026074,0.0003043948,0.00002425975,0.0002569831,2.718208e-7,0.001487768,0.00000963807,0.002905121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.148819,"threshold_uncertainty_score":0.9988815,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7055101490","doi":"","title":"Autonomic and inflammatory mechanisms of pain and fatigue i nfibromyalgia and ME/CFS: an interventional study","year":2020,"lang":"en","type":"article","venue":"Sussex Research Online (University of Sussex)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Fibromyalgia; Chronic fatigue syndrome; Inflammation; Blood pressure; myalgia; Autonomic nervous system; Chronic pain","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.06123229584733829,"gpt":0.2912762515099017,"spread":0.2300439556625634,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000616789,0.00009728999,0.0001909284,0.0001658695,0.0001083775,0.00001855686,0.0001798671,0.00005816001,0.0000490538],"category_scores_gemma":[0.00003412529,0.0001149399,0.00002615996,0.0002036947,0.0002094678,0.000234072,0.0001961688,0.0002082269,0.000001297003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002575042,"about_ca_system_score_gemma":0.00004522974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001521645,"about_ca_topic_score_gemma":0.0001828236,"domain_scores_codex":[0.9991005,0.000163368,0.0001389576,0.0002289585,0.000203018,0.0001652135],"domain_scores_gemma":[0.9993864,0.0001301832,0.00003360752,0.0001472611,0.000100119,0.0002024746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00124057,0.005139525,0.0823535,0.01037336,0.002106081,0.0002834627,0.06197766,0.002440118,0.6739498,0.1029813,0.005787801,0.05136691],"study_design_scores_gemma":[0.006333814,0.007250198,0.3531621,0.0003800304,0.0001492629,0.00001207347,0.1698784,0.4443918,0.004032774,0.01247193,0.001008028,0.0009296461],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933016,0.0001095058,0.005481087,0.0005647245,0.000006691765,0.0003489574,0.00008008848,0.00005365528,0.00005367862],"genre_scores_gemma":[0.9975604,0.00006811116,0.002232717,0.000003382115,0.00001306044,0.000001106125,0.00003485739,0.0000130496,0.00007335404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.669917,"threshold_uncertainty_score":0.4687113,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7057512058","doi":"","title":"Late Wisconsin glaciation of Hadwen and Summer islands, Tuktoyaktuk Coastlands, NWT, Canada","year":2015,"lang":"en","type":"other","venue":"Sussex Research Online (University of Sussex)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Aurora Research Institute","keywords":"Nucleofection; Gestational period; Diafiltration; TSG101; Liquation; Durvalumab; Dysgeusia; Proteogenomics; Fusible alloy","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03247126512648556,"gpt":0.2856970371702734,"spread":0.2532257720437879,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007668927,0.0002540819,0.0005847738,0.0006921564,0.0001230445,0.00002286164,0.000541531,0.0001587251,0.05925304],"category_scores_gemma":[0.00005415027,0.0002773983,0.00007025743,0.0005998838,0.0004653025,0.00003824166,0.0006435209,0.0006059504,0.00001482637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005146989,"about_ca_system_score_gemma":0.002925453,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8674852,"about_ca_topic_score_gemma":0.8631688,"domain_scores_codex":[0.9970906,0.00028336,0.0002495145,0.000462835,0.001366646,0.0005470801],"domain_scores_gemma":[0.9979399,0.0002132212,0.0002728573,0.0005155356,0.0007491297,0.0003093604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001038728,0.0001725134,0.01403487,0.0002431139,0.0002012511,0.00002876686,0.0002223863,0.000001269068,0.0002006667,0.0003175914,0.9678129,0.0166608],"study_design_scores_gemma":[0.00185816,0.0001901569,0.004345306,0.000250272,0.00005146268,5.549527e-7,0.008103481,0.0003987508,0.00003885791,0.0001715719,0.9842961,0.0002953089],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05043744,0.0007949608,0.00004947251,0.003976692,0.0001336867,0.001240329,0.004178515,0.00003659459,0.9391523],"genre_scores_gemma":[0.05314267,0.0002992259,0.0003745642,0.000008659134,0.0002033479,0.000001186985,0.001650466,0.00009748353,0.9442224],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05923821,"threshold_uncertainty_score":0.9999678,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7030148784","doi":"","title":"Natural resource industry involvement in collaboration for water governance: influence on processes and outcomes in Canada","year":2016,"lang":"en","type":"article","venue":"Sussex Research Online (University of Sussex)","topic":"Human Resource and Talent Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Collaborative governance; Resource (disambiguation); Corporate governance; Natural resource; Process (computing); Resource use; Natural resource management; Environmental governance","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02499787978725417,"gpt":0.2624755305579191,"spread":0.237477650770665,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005545379,0.0001349792,0.000220379,0.0004486169,0.000151864,0.00005123816,0.0003497723,0.00007646732,0.0000570771],"category_scores_gemma":[0.0002655651,0.0001025614,0.00002061284,0.0006238588,0.0001248371,0.0007395357,0.0003491192,0.0002768933,0.000006491533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004639341,"about_ca_system_score_gemma":0.0002934272,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2498905,"about_ca_topic_score_gemma":0.9144084,"domain_scores_codex":[0.9984095,0.00002967669,0.0001819369,0.0003423009,0.0005875804,0.0004489849],"domain_scores_gemma":[0.9991725,0.000188351,0.00009247198,0.0001906721,0.000331469,0.00002452854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001153877,0.0006275083,0.9692434,0.002343179,0.00007668119,0.0002050288,0.001333122,0.0004786974,0.001291405,0.006971269,0.008337911,0.007937921],"study_design_scores_gemma":[0.005264993,0.0001219114,0.8237183,0.0008330339,0.00001757244,2.773951e-7,0.04386028,0.0006211186,0.0002832228,0.00130732,0.1235169,0.0004550543],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98558,0.0000478047,0.000001579939,0.01328352,0.00002790228,0.0006012078,0.00002962074,0.00001175597,0.0004166457],"genre_scores_gemma":[0.9975109,0.0000497688,0.00002627521,0.0002595644,0.00005478152,0.000004471102,0.00003729153,0.00001141939,0.00204551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6645179,"threshold_uncertainty_score":0.7551046,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7021356283","doi":"","title":"Not now? Feminism, technology, postdigital","year":2015,"lang":"en","type":"other","venue":"Sussex Research Online (University of Sussex)","topic":"Micro and Nano Robotics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Independence (probability theory); Quarter (Canadian coin); Declaration; World War II; Sound (geography); Human being; Feminism; Humanity; First world war","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04877554800476772,"gpt":0.3242742699897074,"spread":0.2754987219849397,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004185722,0.0003315833,0.0006215106,0.001487872,0.0001664437,0.00003072679,0.001222304,0.0004757984,0.004252176],"category_scores_gemma":[0.00002134331,0.000379314,0.0001757335,0.001164728,0.0009487167,0.0001105069,0.0009101115,0.001118586,0.0007299712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001045339,"about_ca_system_score_gemma":0.0009717281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001262464,"about_ca_topic_score_gemma":0.0006374429,"domain_scores_codex":[0.9976317,0.00009623852,0.0001895107,0.0005835287,0.0007439341,0.000755062],"domain_scores_gemma":[0.9980271,0.00008427217,0.00021369,0.0008006571,0.0005919106,0.0002823442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006915638,0.0005461729,0.001061719,0.0001114541,0.000284384,0.0000768282,0.0001847652,0.000001864916,0.0004682493,0.004948617,0.9856429,0.006603948],"study_design_scores_gemma":[0.001061135,0.0002414735,0.00006874089,0.0002199572,0.00005004852,0.000002784991,0.009708426,0.00003200597,0.0001742954,0.001502058,0.9865268,0.0004122231],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006320069,0.0005425224,0.0003230844,0.002585292,0.0002171388,0.0007277111,0.00477442,0.0002377927,0.9842719],"genre_scores_gemma":[0.03672164,0.0001743261,0.002611977,0.000008962108,0.000499436,5.663703e-7,0.001569977,0.0002605808,0.9581525],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03040157,"threshold_uncertainty_score":0.9998659,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7046484440","doi":"","title":"A Creole melting pot: the politics of language, race, and
\\nldentity in southwest Louisiana, 1918-45","year":2016,"lang":"en","type":"dissertation","venue":"Sussex Research Online (University of Sussex)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Creole language; Politics; Resistance (ecology); Elite; Identity (music); Ethnic group; Cultural identity; Colonialism; Protestantism; French","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0168763988824013,"gpt":0.3154205689759302,"spread":0.298544170093529,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001457697,0.0002546829,0.0005527454,0.0009121171,0.0004038886,0.00004462559,0.0009649151,0.0001833868,0.01678875],"category_scores_gemma":[0.0001696109,0.0002252837,0.0001710424,0.0008178615,0.000523245,0.00007882389,0.0005404122,0.001040359,0.00002632084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000439337,"about_ca_system_score_gemma":0.0007358541,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08046917,"about_ca_topic_score_gemma":0.04185607,"domain_scores_codex":[0.9967617,0.0004443033,0.000374813,0.0004972351,0.001196454,0.0007254584],"domain_scores_gemma":[0.9973614,0.0006903823,0.0002909962,0.000641853,0.0008157972,0.0001996108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001740774,0.004141196,0.3034125,0.00499361,0.001247021,0.0003913699,0.05915355,0.00001028167,0.0443912,0.03741278,0.02003035,0.5230754],"study_design_scores_gemma":[0.004384027,0.0004712048,0.4068339,0.001441261,0.0001391696,0.000001286237,0.5621686,0.0005851835,0.002073053,0.002129284,0.01900547,0.0007675776],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9557943,0.0003754691,0.00002006997,0.002431783,0.00006144616,0.0007496058,0.0007306242,0.0000121932,0.03982449],"genre_scores_gemma":[0.8807352,0.0002280983,0.000168919,0.000004307177,0.0001557431,0.000003064325,0.0007442843,0.00002965847,0.1179307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5223078,"threshold_uncertainty_score":0.9841101,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7065964655","doi":"","title":"Higher education as social change: seeking a systemic institutional pedagogy of social change","year":2011,"lang":"en","type":"dissertation","venue":"Sussex Research Online (University of Sussex)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"University of Sussex","keywords":"Higher education; Citizen journalism; Politics; Social change; Qualitative research; Participatory action research; Social engagement","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.121592157940159,"gpt":0.3984320416784282,"spread":0.2768398837382691,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006686233,0.0003039183,0.0006076199,0.001207878,0.0007602962,0.00002999365,0.000901123,0.0003589182,0.07767601],"category_scores_gemma":[0.00001958312,0.0003781775,0.0002940208,0.0009138728,0.0004151655,0.0001604976,0.0003626329,0.001007442,0.00009131897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001094717,"about_ca_system_score_gemma":0.002949743,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05286099,"about_ca_topic_score_gemma":0.003772711,"domain_scores_codex":[0.9965404,0.0003721981,0.0003672783,0.0005658966,0.001517241,0.000637046],"domain_scores_gemma":[0.9970608,0.0001032538,0.0004616894,0.000307351,0.001900928,0.00016603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001709618,0.004039263,0.004545811,0.005385714,0.0007320592,0.00004425046,0.06030283,1.857744e-7,0.007622354,0.2019954,0.01444476,0.6991777],"study_design_scores_gemma":[0.004371827,0.001004683,0.4042405,0.001835291,0.0004366857,0.000004684575,0.3037352,0.0001629963,0.0003282734,0.003650457,0.2786908,0.001538652],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8599727,0.0004474572,0.000008188718,0.002227535,0.0005729203,0.001853806,0.0005803881,0.00003325538,0.1343037],"genre_scores_gemma":[0.858186,0.0001010036,0.00008420669,0.00001163416,0.001714487,0.00003612001,0.005181572,0.00003636321,0.1346486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6976391,"threshold_uncertainty_score":0.999867,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7032856405","doi":"","title":"Scored in silence","year":2019,"lang":"en","type":"other","venue":"Sussex Research Online (University of Sussex)","topic":"German Economic Analysis & Policies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Silence; The arts; Sign (mathematics); Work (physics); Performing arts; Fell","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1012294746519832,"gpt":0.2922022548674224,"spread":0.1909727802154392,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001102128,0.0002774621,0.001137045,0.003743838,0.00007613999,0.0000310899,0.001401774,0.0004509822,0.006056092],"category_scores_gemma":[0.0001402728,0.0004024374,0.0002580115,0.00105853,0.0005720382,0.0001972278,0.0005611099,0.0008027051,0.004811997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000364219,"about_ca_system_score_gemma":0.0002056554,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02855356,"about_ca_topic_score_gemma":0.008835332,"domain_scores_codex":[0.9976897,0.00009174945,0.0004612899,0.0008368099,0.0001595742,0.0007609396],"domain_scores_gemma":[0.9980187,0.0001466049,0.0005529026,0.001040108,0.00008982172,0.0001518394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001295921,0.001007421,0.08867003,0.001108673,0.0007153369,0.0001427315,0.003826336,0.0001618328,0.00004691459,0.1143211,0.7877494,0.002120561],"study_design_scores_gemma":[0.001596187,0.0001489927,0.02912081,0.0003730583,0.00001907917,0.000002489964,0.01211582,0.001909093,0.000005315921,0.006206515,0.9477277,0.0007749118],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09166212,0.004769075,0.0001067853,0.002163636,0.000248526,0.0008132643,0.001596268,0.0000896994,0.8985506],"genre_scores_gemma":[0.1139895,0.00396003,0.0006590923,0.00003345672,0.0001420897,9.851984e-7,0.0002208623,0.000212644,0.8807814],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1599783,"threshold_uncertainty_score":0.9998428,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7071531597","doi":"","title":"Three essays on agriculture and economic development in Tanzania","year":2016,"lang":"en","type":"dissertation","venue":"Sussex Research Online (University of Sussex)","topic":"Agricultural risk and resilience","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Tanzania; Agriculture; Poverty; Population; Wage; Quarter (Canadian coin); Rural poverty; Rural area; Productivity","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02906754240718545,"gpt":0.2697764087002278,"spread":0.2407088662930423,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004477506,0.0002776234,0.0004236652,0.0001211964,0.0004858652,0.00003480837,0.0007016681,0.0004502001,0.0003471334],"category_scores_gemma":[0.00004894918,0.0001077165,0.00009459421,0.0004278076,0.0001919656,0.0001851665,0.0001788714,0.0006351869,0.00009038456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002352917,"about_ca_system_score_gemma":0.0001206726,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003624622,"about_ca_topic_score_gemma":0.2241485,"domain_scores_codex":[0.9978727,0.0001141452,0.0002341254,0.000666581,0.0005640988,0.0005483677],"domain_scores_gemma":[0.9989532,0.0003458975,0.000169079,0.00009520874,0.0002408142,0.0001958533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002300537,0.001416533,0.04965239,0.0005341585,0.0002201841,0.0003885742,0.003796681,0.00002025736,0.2023063,0.004637524,0.01877445,0.7159524],"study_design_scores_gemma":[0.000405587,0.0003742796,0.9604571,0.0005008793,0.00001003999,0.00000338326,0.01458284,0.00001054855,0.001156452,0.0008138121,0.02127283,0.0004122864],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938056,0.000436539,3.365612e-7,0.001311059,0.00009439705,0.0004416505,0.0001427114,0.00002713145,0.003740583],"genre_scores_gemma":[0.9809189,0.002562972,0.0001319594,0.000008691839,0.0001942432,0.000002268047,0.001075441,0.000002873579,0.01510263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9108047,"threshold_uncertainty_score":0.7900087,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7005021271","doi":"","title":"Paintings of the future: photography in the digital age with particular reference to Andreas Gursky, Jeff Wall and their contemporaries","year":2013,"lang":"en","type":"dissertation","venue":"Sussex Research Online (University of Sussex)","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Painting; Photography; Subject (documents); Modern art; Digital photography; Interpretation (philosophy); Contemporary art; Focus (optics); Perception","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02285649821746949,"gpt":0.2319951805513423,"spread":0.2091386823338728,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006586337,0.0002117627,0.0003487336,0.0002028862,0.0003526561,0.00007347655,0.001138036,0.0002015656,0.0003185521],"category_scores_gemma":[0.00005240145,0.0001352931,0.00008922694,0.0008892922,0.001259013,0.0003171865,0.000455099,0.0006138405,0.00002253323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006112414,"about_ca_system_score_gemma":0.00007353713,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01055102,"about_ca_topic_score_gemma":0.1089212,"domain_scores_codex":[0.998085,0.0002966395,0.0001631622,0.0004269131,0.0005898195,0.0004384896],"domain_scores_gemma":[0.99902,0.000178324,0.0001477382,0.0004345518,0.0001051477,0.0001142191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00424143,0.002414027,0.7738506,0.001290479,0.0005774089,0.0005968855,0.1467367,0.0001109055,0.01197804,0.003131995,0.04179244,0.01327905],"study_design_scores_gemma":[0.001211841,0.00102297,0.6369732,0.0002395078,0.00004447563,0.000008878704,0.3171065,0.0001725933,0.00109557,0.0014649,0.04022022,0.0004393782],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937611,0.00009373205,0.000001750747,0.001926915,0.00003156205,0.0007631145,0.0001300826,0.000009321609,0.003282444],"genre_scores_gemma":[0.997308,0.0001260703,0.000071517,0.00007665181,0.00001080589,0.00000218668,0.0003008902,0.00001098749,0.002092864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1703697,"threshold_uncertainty_score":0.9960378,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7042076298","doi":"","title":"Scored in silence","year":2018,"lang":"en","type":"other","venue":"Sussex Research Online (University of Sussex)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Work (physics); Paraphernalia; Circumstantial evidence; TSG101; Pretext","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1089962651105553,"gpt":0.3813727559984135,"spread":0.2723764908878582,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002359894,0.00053968,0.001058795,0.006022919,0.0002190845,0.00003674447,0.002994396,0.0009173704,0.02508367],"category_scores_gemma":[0.000589076,0.0006767426,0.0002410135,0.004226635,0.003374866,0.0002982161,0.001560745,0.001670021,0.01330507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000717776,"about_ca_system_score_gemma":0.00135873,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02242705,"about_ca_topic_score_gemma":0.05417386,"domain_scores_codex":[0.9932336,0.0009867279,0.0003370335,0.001359139,0.002468555,0.001614939],"domain_scores_gemma":[0.9961736,0.0003595702,0.0003978719,0.001731204,0.0008721836,0.0004655327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005289626,0.001024596,0.003171592,0.0006342806,0.0001669616,0.0009034275,0.0009523329,0.000002863057,0.001387595,0.0006055576,0.9885781,0.002043771],"study_design_scores_gemma":[0.003081193,0.0006347585,0.007676465,0.002519359,0.00005077201,0.00001141733,0.02419252,0.0004049237,0.00007335446,0.0007445439,0.9596225,0.0009882125],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07821432,0.001441534,0.00003683442,0.0009538556,0.0003032712,0.002189562,0.002845586,0.0006584029,0.9133567],"genre_scores_gemma":[0.01391206,0.001393624,0.004030593,0.00001005486,0.0005050118,0.000001441378,0.0007898849,0.001060282,0.9782971],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06494042,"threshold_uncertainty_score":0.9995684,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7024599404","doi":"","title":"Scored in silence: sound and vibration soundtrack","year":2018,"lang":"en","type":"other","venue":"Sussex Research Online (University of Sussex)","topic":"Graphene research and applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Silence; Soundscape; Sound (geography); The arts; Work (physics); Sign (mathematics); Performing arts; Doors","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.06060972821620649,"gpt":0.3473964108328975,"spread":0.286786682616691,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001171157,0.0002027086,0.0003731778,0.001260776,0.0002691762,0.00008110053,0.0008223772,0.0003184289,0.005807987],"category_scores_gemma":[0.0001636902,0.0002261532,0.00006322029,0.001057566,0.001822733,0.0002422439,0.0004849123,0.000447051,0.0004744633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001059366,"about_ca_system_score_gemma":0.0003789767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005048036,"about_ca_topic_score_gemma":0.01583176,"domain_scores_codex":[0.9971926,0.0003256145,0.0001842369,0.0006719019,0.0009506851,0.0006749739],"domain_scores_gemma":[0.9984679,0.0002184281,0.0001442242,0.0005842551,0.0003290316,0.0002561371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007297238,0.002179899,0.009286292,0.002356767,0.0001467881,0.0002482129,0.003062672,0.000009483889,0.196049,0.01760448,0.7610906,0.007236016],"study_design_scores_gemma":[0.01036144,0.003473625,0.05755012,0.003699305,0.0001523087,0.00004118495,0.1224484,0.002879672,0.00854646,0.1099964,0.6770889,0.003762217],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8994346,0.00119777,0.0009064942,0.001879817,0.0001214261,0.001746553,0.0008467079,0.0001904723,0.09367617],"genre_scores_gemma":[0.4403371,0.00530695,0.01443595,0.00002842594,0.0007095425,0.000009284052,0.0007876127,0.0003821568,0.538003],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4590975,"threshold_uncertainty_score":0.9951009,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7028624236","doi":"","title":"Governing carbon: China in global climate politics","year":2012,"lang":"en","type":"dissertation","venue":"Sussex Research Online (University of Sussex)","topic":"Comics and Graphic Narratives","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Culham Centre for Fusion Energy; Centro de Desenvolvimento de Materiais Funcionais; Ministry of Foreign Affairs; European Commission; National Development and Reform Commission; Canada Excellence Research Chairs, Government of Canada; U.S. Department of Energy","keywords":"Government (linguistics); Derogation; Context (archaeology); Work (physics); TSG101; Pretext","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.05217672478544088,"gpt":0.3221180081389378,"spread":0.2699412833534969,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007603323,0.0002831217,0.0005414492,0.0006403844,0.0005835354,0.00007392773,0.0006418478,0.0002517066,0.0009419054],"category_scores_gemma":[0.00007653142,0.0003282379,0.0001977308,0.0003453647,0.0005310448,0.0002629975,0.0002241427,0.00107656,0.00002326584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003496822,"about_ca_system_score_gemma":0.0004190953,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02700778,"about_ca_topic_score_gemma":0.2462259,"domain_scores_codex":[0.997344,0.0002387384,0.0002801826,0.000410901,0.0008086002,0.0009175429],"domain_scores_gemma":[0.9985915,0.0001375287,0.0002238081,0.0003637501,0.000489593,0.0001937864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008825001,0.001421898,0.0435969,0.001994504,0.0003369702,0.0002505233,0.1604797,0.000005549333,0.0001490741,0.7841631,0.002208294,0.004510951],"study_design_scores_gemma":[0.001799438,0.0004500148,0.3244011,0.0008767361,0.0001108744,0.000003816522,0.5686068,0.0003927768,0.0000125244,0.01631565,0.08608002,0.0009502474],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8666654,0.001219915,2.206223e-7,0.0005590752,0.0004106606,0.000284969,0.001176536,0.00003073951,0.1296525],"genre_scores_gemma":[0.9731444,0.0009960341,0.0000419198,0.000005507045,0.0004862067,7.614626e-7,0.001529673,0.00003075754,0.02376478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7678474,"threshold_uncertainty_score":0.9999714,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7075603809","doi":"","title":"Sexting, intimacy and criminal acts: translating teenage sextualities","year":2012,"lang":"en","type":"other","venue":"Sussex Research Online (University of Sussex)","topic":"Theoretical and Computational Physics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Newspaper; Corporate governance; Product (mathematics); Control (management); Social control; Mechanism (biology)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04576202069342096,"gpt":0.3237196835746416,"spread":0.2779576628812207,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003623899,0.0002452657,0.0004015324,0.0003222376,0.0002295071,0.0000348266,0.0003911407,0.0001281146,0.00474915],"category_scores_gemma":[0.00001526828,0.0002645875,0.0001270029,0.0002790304,0.0008454293,0.0001589045,0.0003193261,0.0006978361,0.00005052935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002478026,"about_ca_system_score_gemma":0.0001548905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001601699,"about_ca_topic_score_gemma":0.00007138995,"domain_scores_codex":[0.9982125,0.0002068804,0.0001533966,0.0003621267,0.0005313434,0.0005337364],"domain_scores_gemma":[0.9988999,0.0003332743,0.0001434658,0.000244622,0.0001657264,0.0002130219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001434065,0.0009078318,0.001807353,0.001269562,0.0005863447,0.00002367373,0.006400338,0.0000118804,0.0002861463,0.8439215,0.03937708,0.1052648],"study_design_scores_gemma":[0.002900149,0.0005174667,0.002441126,0.001823967,0.0005067551,0.000005842504,0.1614539,0.001661068,0.0001233597,0.1679201,0.6587805,0.001865818],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03523227,0.001042746,0.005126158,0.001075847,0.0001177708,0.0005966953,0.001421919,0.0001459458,0.9552407],"genre_scores_gemma":[0.7400818,0.00007140377,0.004789932,0.00001193026,0.001054614,8.828688e-7,0.0005390213,0.0001874393,0.253263],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7048495,"threshold_uncertainty_score":0.9999806,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7000428284","doi":"","title":"Examining framings of geoengineering using Q methodology","year":2013,"lang":"en","type":"other","venue":"Sussex Research Online (University of Sussex)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Economic and Social Research Council; Arts and Humanities Research Council","keywords":"CLARITY; Politics; Ambiguity; Discipline; Salience (neuroscience); Corporate governance; Variety (cybernetics); Deliberation; Anthropocene; Geoengineering","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.4278359132347492,"gpt":0.411962772383293,"spread":0.01587314085145619,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003636335,0.0006036764,0.001724554,0.005566769,0.000201215,0.00002488016,0.002028111,0.001151543,0.006684174],"category_scores_gemma":[0.001093721,0.0007661338,0.0002835079,0.002477885,0.001810882,0.0003242043,0.001659237,0.001589591,0.0004589093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004602288,"about_ca_system_score_gemma":0.0006784071,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02626008,"about_ca_topic_score_gemma":0.001499465,"domain_scores_codex":[0.9937173,0.001454218,0.0004903188,0.001075652,0.0017733,0.001489218],"domain_scores_gemma":[0.9949418,0.001377761,0.0008138006,0.001400517,0.001054316,0.0004118211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009476734,0.002341064,0.004794243,0.01207339,0.005188028,0.0014217,0.007882686,0.001881731,0.4210434,0.007832011,0.5136439,0.02095016],"study_design_scores_gemma":[0.008155141,0.002321864,0.008653803,0.008731256,0.001116759,0.0001234434,0.1203582,0.04850765,0.003232547,0.001123636,0.7929758,0.004699869],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6890708,0.007493,0.02545815,0.000482328,0.001259627,0.005002259,0.004118234,0.001747803,0.2653678],"genre_scores_gemma":[0.02070648,0.001150744,0.3603949,0.000008921664,0.0007012771,0.000001945898,0.0006576366,0.002550977,0.6138271],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6683643,"threshold_uncertainty_score":0.9994789,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7020707040","doi":"","title":"Material and social remittances in highland Ecuador","year":2012,"lang":"en","type":"dissertation","venue":"Sussex Research Online (University of Sussex)","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Universidad de Cuenca; York University","keywords":"Remittance; Context (archaeology); Typology; Negotiation; Realm; Ethnography; Participant observation; Power (physics); Qualitative research; Social relation","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0475418876472092,"gpt":0.3730473174686019,"spread":0.3255054298213927,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001538437,0.0001541346,0.0003590041,0.0005815511,0.0007487214,0.00005769435,0.0004460846,0.0005076359,0.0009102601],"category_scores_gemma":[0.0001137099,0.0001856566,0.00006734509,0.0006582981,0.0005692564,0.0003536844,0.00007741697,0.0005907509,0.00001219723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002053648,"about_ca_system_score_gemma":0.0006490918,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01575116,"about_ca_topic_score_gemma":0.6540577,"domain_scores_codex":[0.9974743,0.0005552734,0.0001910132,0.0003269983,0.000890807,0.0005616159],"domain_scores_gemma":[0.9989188,0.0001594662,0.0001633506,0.0001339151,0.0004774871,0.0001469526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.004484816,0.001964576,0.03596013,0.002915087,0.0003046759,0.0003473927,0.7593195,0.000004258332,0.006901638,0.09012055,0.02204944,0.07562787],"study_design_scores_gemma":[0.001040603,0.00009954654,0.223554,0.0001800578,0.00004203584,5.780232e-7,0.6770481,0.00004833167,0.00003869687,0.001412369,0.09608044,0.0004552519],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877891,0.0002500215,6.922538e-7,0.001804784,0.0003069542,0.0003456806,0.0002559551,0.000029663,0.009217145],"genre_scores_gemma":[0.9590262,0.002283878,0.0001947674,0.000008215497,0.0004296237,8.021805e-7,0.001538639,0.00001859581,0.03649931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6383066,"threshold_uncertainty_score":0.996671,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7062942584","doi":"","title":"Workshop Report from the 33rd Workshop of the Pugwash Study Group on the Implementation of the Chemical and Biological Weapons Conventions: 'Achieving realistic decisions at the seventh BWC review conference in 2011'","year":2012,"lang":"en","type":"other","venue":"Sussex Research Online (University of Sussex)","topic":"Adaptive optics and wavefront sensing","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Nucleofection; TSG101; Gestational period; Hyporeflexia; Pretext; Articular cartilage damage","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1295895981327767,"gpt":0.3749090960731312,"spread":0.2453194979403545,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002019119,0.0002191806,0.0004566417,0.00007461572,0.0004600019,0.0000201388,0.000991293,0.0001069941,0.001492826],"category_scores_gemma":[0.0002855696,0.0001027783,0.0002252448,0.0004377283,0.001189417,0.00004488641,0.00141955,0.0009095654,0.000003826358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007101768,"about_ca_system_score_gemma":0.0001688207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005113037,"about_ca_topic_score_gemma":0.006507011,"domain_scores_codex":[0.9969847,0.001252437,0.0003946984,0.0003775666,0.0006611909,0.0003294704],"domain_scores_gemma":[0.9952635,0.002758856,0.0006520769,0.001049414,0.0002172551,0.00005895266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008390808,0.006481119,0.4473107,0.0004978811,0.003710366,0.00006519747,0.01115215,0.0000277837,0.002324005,0.1038428,0.3626924,0.06105654],"study_design_scores_gemma":[0.003085425,0.0003140122,0.5904312,0.01362058,0.00114362,0.00001000108,0.3121192,0.0002613123,0.00008471553,0.008408662,0.06961916,0.0009022004],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9605486,0.003491297,0.0003368656,0.0205007,0.0002033427,0.004884485,0.001512054,0.00001360531,0.008509074],"genre_scores_gemma":[0.9871163,0.001699433,0.0001209957,0.00002970578,0.0001163001,0.000005120539,0.0002263413,0.00003896995,0.01064684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.300967,"threshold_uncertainty_score":0.9994199,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7034612553","doi":"","title":"What has become of the audit explosion? Analysing trends in oversight activities in the Canadian Government","year":2021,"lang":"en","type":"article","venue":"Sussex Research Online (University of Sussex)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Audit; Accountability; Government (linguistics); Performance audit; Order (exchange); Exploratory research; Chief audit executive; Internal audit","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1010226435075776,"gpt":0.3375421805802225,"spread":0.2365195370726449,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008917904,0.0001047503,0.0002954419,0.0004686953,0.0002836892,0.00004343879,0.0004387111,0.0001078091,0.0002438852],"category_scores_gemma":[0.0004421825,0.00008257676,0.0001372523,0.002003807,0.0004494047,0.0003276812,0.0003064356,0.0006797389,0.000001577032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007273481,"about_ca_system_score_gemma":0.0009483112,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1289066,"about_ca_topic_score_gemma":0.8242823,"domain_scores_codex":[0.9975295,0.0004082049,0.0001572617,0.000248649,0.001243029,0.0004133548],"domain_scores_gemma":[0.9984285,0.0006686082,0.00007221915,0.0005164531,0.0001623608,0.0001518613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001835478,0.004181216,0.831898,0.0007553915,0.0006604166,0.007962286,0.05460307,0.000999226,0.009252786,0.004644344,0.02296192,0.06024585],"study_design_scores_gemma":[0.001967393,0.0002416759,0.7746822,0.0008723433,0.00007369876,0.00001998506,0.2109901,0.001059798,0.00176746,0.000233153,0.007941052,0.0001510994],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9595529,0.0004065472,0.000003301561,0.03713718,0.00005681726,0.0001405434,0.0001134985,0.00000469636,0.002584521],"genre_scores_gemma":[0.9973217,0.0004493368,0.0001800875,0.00008608141,0.00003280789,4.298729e-7,0.00008786764,0.000007526859,0.001834176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6953757,"threshold_uncertainty_score":0.8768941,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6989976306","doi":"","title":"[Commentary] The regulation of clinical stem cell research and applications: three dynamics of global regulatory diversification","year":2017,"lang":"en","type":"article","venue":"Sussex Research Online (University of Sussex)","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Economic and Social Research Council","keywords":"Translational medicine; Harmonization; Stem cell; Clinical trial; Diversification (marketing strategy); Agency (philosophy); Translational research; Politics; European union; Pharmaceutical industry","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1911102542032648,"gpt":0.4487809383131111,"spread":0.2576706841098463,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005647515,0.00009749286,0.0003694629,0.0001983345,0.0008307555,0.0000162548,0.0006914709,0.0003330183,0.0000329088],"category_scores_gemma":[0.0001067937,0.00008280619,0.0001157578,0.0005157635,0.008388896,0.0001839793,0.000688641,0.0007430353,0.000002740117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001810001,"about_ca_system_score_gemma":0.0004149357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001665527,"about_ca_topic_score_gemma":0.001771362,"domain_scores_codex":[0.9970794,0.0003672086,0.0004200004,0.0003671998,0.001492808,0.0002734251],"domain_scores_gemma":[0.9956114,0.0005995236,0.0004541289,0.001175553,0.00196532,0.0001940408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002531382,0.002782404,0.4710509,0.002006501,0.0003172882,0.000010717,0.0008073892,0.00001093029,0.004665827,0.1468573,0.003771604,0.3651877],"study_design_scores_gemma":[0.00159399,0.000572161,0.9680416,0.0001618399,0.00005593524,0.000002460732,0.006823922,0.005858843,0.0001552199,0.01453853,0.002125241,0.00007029022],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9367217,0.0003465985,0.0007972838,0.05978362,0.00005077011,0.001025836,0.0001663892,0.00001174566,0.00109608],"genre_scores_gemma":[0.9972962,0.00086795,0.0009790249,0.00001563228,0.0001127424,0.000001137703,0.0001651671,0.000008592227,0.0005535687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4969906,"threshold_uncertainty_score":0.9943097,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7047567920","doi":"","title":"Gendering international student mobility: an Indian case study","year":2013,"lang":"en","type":"dissertation","venue":"Sussex Research Online (University of Sussex)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Nexus (standard); Scholarship; Ethnography; Context (archaeology); Dialectic; Empirical research; Power (physics); Value (mathematics); Agency (philosophy); Everyday life; Population","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0578855082578326,"gpt":0.3947948173267689,"spread":0.3369093090689363,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001269027,0.0003323337,0.0004889333,0.001252719,0.000601819,0.0001544592,0.001584055,0.0001680451,0.09069619],"category_scores_gemma":[0.00003407086,0.0003939193,0.0001775411,0.0006692715,0.0001905025,0.0001956538,0.0007612031,0.001412748,0.00007786755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001032376,"about_ca_system_score_gemma":0.0007719741,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1082606,"about_ca_topic_score_gemma":0.05483514,"domain_scores_codex":[0.995462,0.0005063953,0.0003887519,0.0008847305,0.002070445,0.0006876832],"domain_scores_gemma":[0.9964821,0.0002061561,0.0002215423,0.0009170481,0.001748525,0.0004246669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007155487,0.02724,0.08548079,0.0007823105,0.0023104,0.009019595,0.0845123,0.00003517281,0.006032982,0.001109584,0.006963347,0.775798],"study_design_scores_gemma":[0.001524409,0.0007904394,0.05192551,0.00006489841,0.0000544645,0.000009864993,0.9394018,0.0005609505,0.00006775936,0.0001118145,0.0051243,0.0003637942],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.976301,0.00003081746,0.00001036803,0.0002757572,0.0002382602,0.00219285,0.0002248827,0.00003490959,0.02069117],"genre_scores_gemma":[0.9322663,0.0000332474,0.0002663361,0.000002380675,0.0002559473,0.00001584518,0.002217513,0.00003802263,0.06490442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8548895,"threshold_uncertainty_score":0.9998513,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6990093514","doi":"","title":"Colonialism, gender and the family in North America: for a gendered analysis of indigenous struggles","year":2009,"lang":"en","type":"article","venue":"Sussex Research Online (University of Sussex)","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Indigenous; Colonialism; Power (physics); Feminism; Resistance (ecology); Colonisation","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.06800364920299214,"gpt":0.3701495123569691,"spread":0.302145863153977,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002011173,0.00009736299,0.0004308176,0.0009359986,0.002623783,0.00002200314,0.0005254959,0.0001214588,0.00002949616],"category_scores_gemma":[0.00004032919,0.00008283282,0.0001332116,0.00287293,0.001344381,0.0001658466,0.000009804909,0.0002482542,9.874209e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002045882,"about_ca_system_score_gemma":0.006107858,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2626043,"about_ca_topic_score_gemma":0.8945398,"domain_scores_codex":[0.9975293,0.0007328227,0.0002243132,0.0002815734,0.0006351311,0.0005968065],"domain_scores_gemma":[0.9979945,0.0007192837,0.0001712191,0.0002513329,0.0007151539,0.0001485561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004935998,0.0006482278,0.006375005,0.00006747944,0.0002716009,0.000007540794,0.9616983,0.00008557406,0.00001288228,0.02797129,0.00007061699,0.002297859],"study_design_scores_gemma":[0.001645914,0.0003714196,0.3964209,0.00001141249,0.0001971428,3.141773e-7,0.5624185,0.0005225716,0.000004000956,0.003387102,0.03485817,0.000162608],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945573,0.0006553716,0.00008409591,0.001339931,0.00003510263,0.001070111,0.0001807707,0.00001285681,0.002064414],"genre_scores_gemma":[0.9881141,0.01030143,0.0007782447,0.00002412167,0.00006517637,4.869697e-7,0.0001120177,0.000005288916,0.0005991114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6319355,"threshold_uncertainty_score":0.9995266,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7006772186","doi":"","title":"Women blogging in Québec, Canada: surfing between ideals and constraints","year":2013,"lang":"en","type":"dissertation","venue":"Sussex Research Online (University of Sussex)","topic":"Digital Communication and Language","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"University of Sussex","keywords":"Mainstream; Facilitator; Ethnography; Narrative; Social media; Discourse analysis; Digital media; Online community; Perspective (graphical)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04621518762432466,"gpt":0.3007428248555767,"spread":0.254527637231252,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001005431,0.0001940602,0.0004625692,0.0007307981,0.0002356604,0.0001126458,0.001886875,0.0001767365,0.0001471729],"category_scores_gemma":[0.0002330697,0.0002350867,0.00004440855,0.0007975654,0.0003020223,0.0005600847,0.0006388841,0.0008664962,0.000009104508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000604656,"about_ca_system_score_gemma":0.003386163,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8213395,"about_ca_topic_score_gemma":0.9590585,"domain_scores_codex":[0.9976103,0.0003012522,0.0002635767,0.0004686828,0.0007478251,0.0006083728],"domain_scores_gemma":[0.9977157,0.0007128482,0.0001804257,0.0006943762,0.0004222159,0.0002744217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002405676,0.001009572,0.03808032,0.003165848,0.0007158918,0.00142451,0.07557843,0.0000302009,0.00212428,0.07203333,0.01471785,0.7908792],"study_design_scores_gemma":[0.002766316,0.000362081,0.6270358,0.001387586,0.00002656748,0.00001333171,0.2997231,0.001969136,0.0002124822,0.003277526,0.06165905,0.001567025],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815765,0.0005468732,0.00003936962,0.002179247,0.0000339945,0.0003280489,0.00007365892,0.00004066765,0.01518166],"genre_scores_gemma":[0.9891094,0.0002607294,0.001002228,0.00003252552,0.00001441239,0.000001328522,0.0003470503,0.00001539103,0.009216933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7893122,"threshold_uncertainty_score":0.9586557,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7061380395","doi":"","title":"Police-based victim services: Australian and international models","year":2011,"lang":"en","type":"article","venue":"Sussex Research Online (University of Sussex)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Typology; Officer; Strengths and weaknesses; Scope (computer science); Unit (ring theory); Service (business); Service delivery framework; Referral; Best practice; Element (criminal law)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1115306886675201,"gpt":0.3225685987902934,"spread":0.2110379101227733,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004672148,0.0001310064,0.0001841356,0.0005086547,0.0002157417,0.000033538,0.0007412164,0.00006125004,0.06396591],"category_scores_gemma":[0.00000360666,0.0001483634,0.00007429734,0.0004222545,0.0003478994,0.0001414317,0.0005064787,0.0003749867,0.00003662959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001849129,"about_ca_system_score_gemma":0.0002220635,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07440753,"about_ca_topic_score_gemma":0.004515731,"domain_scores_codex":[0.9983135,0.000123738,0.0001482005,0.0003480061,0.0006199485,0.0004465884],"domain_scores_gemma":[0.9986571,0.00009949191,0.00006806583,0.0003405978,0.0005761298,0.0002586274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.003222453,0.008612912,0.2129829,0.00147692,0.001496674,0.0001567348,0.05675397,0.0002201194,0.01747758,0.07450295,0.02346258,0.5996342],"study_design_scores_gemma":[0.0120184,0.001737975,0.1610938,0.0005168713,0.0001492587,0.000004246817,0.5290084,0.1369786,0.002055372,0.01679679,0.1381565,0.001483719],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8817295,0.00001361277,0.00037537,0.003785327,0.00004428513,0.0003985325,0.0002453536,0.0000301978,0.1133778],"genre_scores_gemma":[0.9788628,0.0000288712,0.00298454,0.00001639339,0.00007473592,0.000001274991,0.0001551945,0.0000118917,0.01786426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5981505,"threshold_uncertainty_score":0.9368898,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7037968620","doi":"","title":"Genealogical analysis of the dispositive of humanitarianism/trusteeship: from colonial administration to peacebuilding","year":2013,"lang":"en","type":"dissertation","venue":"Sussex Research Online (University of Sussex)","topic":"Paleontology and Evolutionary Biology","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Oxford; University of Cambridge; International Development Research Centre","keywords":"Colonialism; Humanitarian intervention; Power (physics); Politics; Intervention (counseling); International relations; Field (mathematics); Relation (database); Governmentality; Millenarianism","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04453363560646594,"gpt":0.3074322667969933,"spread":0.2628986311905274,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005493137,0.0001683467,0.0006024065,0.0006441819,0.000376973,0.000008388752,0.0008806749,0.0004605278,0.003338635],"category_scores_gemma":[0.0002034256,0.000147172,0.0002706054,0.001297191,0.0005839181,0.0001328663,0.0000604024,0.0005417285,0.00002253093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002803173,"about_ca_system_score_gemma":0.000464024,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03334532,"about_ca_topic_score_gemma":0.442631,"domain_scores_codex":[0.997657,0.0006776751,0.0003080048,0.000427365,0.0005857191,0.0003442439],"domain_scores_gemma":[0.9978746,0.0007031619,0.0003388191,0.0003391691,0.0006155703,0.0001286673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006287281,0.0007095409,0.9537629,0.0002841023,0.003983138,0.00008725051,0.01053503,0.001515566,0.009435287,0.004755351,0.001438357,0.007206128],"study_design_scores_gemma":[0.0002114058,0.0005653608,0.9857032,0.00004958418,0.0004230801,8.146781e-7,0.01039246,0.001501477,0.0002290216,0.0005506675,0.0002423134,0.00013061],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934597,0.0003752737,0.00001669561,0.0004768966,0.0001864574,0.0004134399,0.002686592,0.000008009953,0.002376913],"genre_scores_gemma":[0.9896263,0.000132936,0.000610935,0.000008657786,0.00006094325,3.417157e-7,0.007966707,0.0000030819,0.00159007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4092857,"threshold_uncertainty_score":0.9975724,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7005642281","doi":"","title":"Rethinking copyright and the internet: a new model for users’
\\nrights","year":2021,"lang":"en","type":"dissertation","venue":"Sussex Research Online (University of Sussex)","topic":"Copyright and Intellectual Property","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Digital Millennium Copyright Act; Legislation; Fair use; Modernization theory; Intellectual property; Copyright Act; Statute; Scope (computer science); Liability; Order (exchange); The Internet","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.09740398567594943,"gpt":0.3008525525444319,"spread":0.2034485668684825,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001335787,0.0003654367,0.0006967406,0.0007731761,0.0008393672,0.0004022862,0.001151467,0.0004047307,0.001812989],"category_scores_gemma":[0.0006203773,0.0002770907,0.0003343504,0.0008345598,0.0005103652,0.001049036,0.0005460501,0.001131459,0.00004446174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009779228,"about_ca_system_score_gemma":0.0005519399,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01460536,"about_ca_topic_score_gemma":0.0707583,"domain_scores_codex":[0.9973366,0.00008368359,0.0003304701,0.0007524851,0.0008909671,0.0006057863],"domain_scores_gemma":[0.9966883,0.0005301934,0.0003122845,0.0005131268,0.001894935,0.00006115645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.01423835,0.0005773177,0.0001470396,0.005234891,0.001055459,0.0001136912,0.03990708,0.00004759217,0.0007227094,0.06268582,0.8539027,0.02136735],"study_design_scores_gemma":[0.004925175,0.00008858294,0.0003436477,0.001062804,0.0003539419,0.000002741084,0.02230246,0.7425712,0.0001300772,0.09913102,0.1283955,0.0006928342],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8660457,0.004990323,0.003546913,0.01675433,0.001189688,0.004393197,0.0001031417,0.0002573364,0.1027193],"genre_scores_gemma":[0.6578407,0.00112381,0.001078978,0.0002609004,0.00113246,0.000004912489,0.002604237,0.0001040073,0.33585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7425237,"threshold_uncertainty_score":0.9999681,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7061292044","doi":"","title":"Relocating childbirth: the politics of birth place and Aboriginal midwifery in Manitoba, Canada","year":2013,"lang":"en","type":"dissertation","venue":"Sussex Research Online (University of Sussex)","topic":"Gyrotron and Vacuum Electronics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"University of Toronto; University of Manitoba","keywords":"Ethnography; Negotiation; Politics; Health care; Maternity care; Community of practice; General partnership","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0222135806026243,"gpt":0.3067664963214352,"spread":0.2845529157188109,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007198204,0.000253382,0.0004799288,0.0005238156,0.0004317275,0.00003723262,0.0008697468,0.0001477109,0.0003121598],"category_scores_gemma":[0.00004026707,0.0002455635,0.00009059351,0.0008051897,0.0003005455,0.0001484009,0.0001561628,0.001840298,0.000005204626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003185327,"about_ca_system_score_gemma":0.005286297,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.850408,"about_ca_topic_score_gemma":0.8641993,"domain_scores_codex":[0.9969982,0.0003372843,0.0003028749,0.0004282594,0.001044715,0.0008886827],"domain_scores_gemma":[0.9978336,0.0005018855,0.0002197288,0.0004555756,0.0007924165,0.0001967781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.002757499,0.004291194,0.3937345,0.009482102,0.002637292,0.0002826324,0.02655252,0.000602119,0.009616482,0.4232438,0.04538736,0.08141252],"study_design_scores_gemma":[0.004286428,0.0007791686,0.3984014,0.001366256,0.0001063509,0.000005624248,0.5324434,0.006097487,0.002336516,0.006669205,0.04623641,0.001271697],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937473,0.000731838,0.000004967505,0.0008935111,0.00005866688,0.0006325436,0.0003102974,0.000006667593,0.003614204],"genre_scores_gemma":[0.977687,0.0004895451,0.0001191323,0.000005120471,0.0001200286,0.00000320935,0.0008125057,0.0000345861,0.02072887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5058909,"threshold_uncertainty_score":0.9999996,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}