{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":21,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":21,"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":"356dc75b205e","filters":{"venue":"Maynooth University ePrints and eTheses Archive (Maynooth University)"}},"results":[{"id":"W3102047125","doi":"","title":"Isolated critical point from Lovelock gravity","year":2014,"lang":"en","type":"article","venue":"Maynooth University ePrints and eTheses Archive (Maynooth University)","topic":"Black Holes and Theoretical Physics","field":"Physics and Astronomy","cited_by":132,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Physics; Critical point (mathematics); Critical exponent; Critical phenomena; Theoretical physics; Massive gravity; Phase transition; Phase diagram; Point (geometry); Mathematical physics; Black hole (networking); Classical mechanics; Phase (matter); Gravitation; Thermodynamics; Quantum mechanics; Geometry; Graviton","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.006031112910685588,"gpt":0.1893018000877386,"spread":0.1832706871770531,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001479279,0.0003518263,0.0004310984,0.0002053477,0.0005444587,0.00007721195,0.0005210871,0.0001058992,0.001039062],"category_scores_gemma":[0.00002980081,0.0003869994,0.0002245277,0.0003093417,0.0008413423,0.0003395587,0.0007130752,0.0005152028,0.0001634432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005346969,"about_ca_system_score_gemma":0.00005296269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002351667,"about_ca_topic_score_gemma":0.00006563764,"domain_scores_codex":[0.9980246,0.0003230609,0.0001625048,0.0007332282,0.0002073896,0.0005492318],"domain_scores_gemma":[0.9981326,0.0007109563,0.00009850501,0.0004891999,0.0001003763,0.0004682871],"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":[0.0002545358,0.0002102154,0.009672694,0.00001608497,0.0001296183,0.00003063705,0.0006095121,0.00001864532,0.0002120259,0.9800864,0.0002828743,0.008476739],"study_design_scores_gemma":[0.002551468,0.0002662133,0.02737898,0.0001445339,0.0003469767,0.000002784355,0.005717952,0.005300641,0.0003849422,0.7838815,0.1728646,0.001159366],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4326897,0.000007751506,0.353662,0.001086223,0.0001627946,0.0002368211,0.0004907021,0.0001349732,0.211529],"genre_scores_gemma":[0.9963164,0.000019122,0.001561862,0.0001013842,0.0001538261,1.002346e-7,0.00005880389,0.00002738839,0.001761138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5636267,"threshold_uncertainty_score":0.9998741,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3098279955","doi":"","title":"Herschel/HIFI measurements of the ortho/para ratio in water
\\ntowards Sagittarius B2(M) and W31C","year":2010,"lang":"en","type":"article","venue":"Maynooth University ePrints and eTheses Archive (Maynooth University)","topic":"Astrophysics and Star Formation Studies","field":"Physics and Astronomy","cited_by":57,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; Canadian Institute for Theoretical Astrophysics; National Research Council Canada; University of Toronto; Herzberg Institute of Astrophysics","funders":"","keywords":"Sagittarius; Physics; Sagittarius A*; Astrophysics; Line-of-sight; Aspect ratio (aeronautics); Line (geometry); Galactic Center; Milky Way; Geometry; Stars","authors":[{"name":"D. C. Lis","is_ca":false},{"name":"T. G. Phillips","is_ca":false},{"name":"P. F. Goldsmith","is_ca":false},{"name":"David A. Neufeld","is_ca":false},{"name":"Eric Herbst","is_ca":false},{"name":"C. Comito","is_ca":false},{"name":"P. Schilke","is_ca":false},{"name":"H. S. P. Müller","is_ca":false},{"name":"E. A. Bergin","is_ca":false},{"name":"Maryvonne Gérin","is_ca":false},{"name":"Thomas A. Bell","is_ca":false},{"name":"M. Emprechtinger","is_ca":false},{"name":"J. H. Black","is_ca":false},{"name":"G. A. Blake","is_ca":false},{"name":"F. Boulanger","is_ca":false},{"name":"E. Caux","is_ca":false},{"name":"C. Ceccarelli","is_ca":false},{"name":"J. Cernicharo","is_ca":false},{"name":"A. Coutens","is_ca":false},{"name":"N. R. Crockett","is_ca":false},{"name":"F. Daniel","is_ca":false},{"name":"E. Dartois","is_ca":false},{"name":"M. De Luca","is_ca":false},{"name":"Marie-Lise Dubernet","is_ca":false},{"name":"P. Encrenaz","is_ca":false},{"name":"É. Falgarone","is_ca":false},{"name":"T. R. Geballe","is_ca":false},{"name":"B. Godard","is_ca":false},{"name":"Thomas F. Giesen","is_ca":false},{"name":"J. R. Goicoechea","is_ca":false},{"name":"C. Gry","is_ca":false},{"name":"H. C. Gupta","is_ca":false},{"name":"P. Hennebelle","is_ca":false},{"name":"P. Hily-Blant","is_ca":false},{"name":"Robert Kołos","is_ca":false},{"name":"J. Krełowski","is_ca":false},{"name":"C. Joblin","is_ca":false},{"name":"Doug Johnstone","is_ca":true},{"name":"Marzena Kaźmierczak","is_ca":false},{"name":"S. D. Lord","is_ca":false},{"name":"S. Maret","is_ca":false},{"name":"P. G. Martin","is_ca":true},{"name":"J. Martín‐Pintado","is_ca":false},{"name":"Gary J. Melnick","is_ca":false},{"name":"K. M. Menten","is_ca":false},{"name":"Raquel Rodriguez Monje","is_ca":false},{"name":"B. Mookerjea","is_ca":false},{"name":"P. Morris","is_ca":false},{"name":"J. A. Murphy","is_ca":false},{"name":"V. Ossenkopf","is_ca":false},{"name":"John C. Pearson","is_ca":false},{"name":"M. Pérault","is_ca":false},{"name":"C. M. Persson","is_ca":false},{"name":"R. Plume","is_ca":true},{"name":"Sheng‐Li Qin","is_ca":false},{"name":"M. Salez","is_ca":false},{"name":"Stephan Śchlemmer","is_ca":false},{"name":"M. Schmidt","is_ca":false},{"name":"Paule Sonnentrucker","is_ca":false},{"name":"J. Stützki","is_ca":false},{"name":"D. Teyssier","is_ca":false},{"name":"N. Trappe","is_ca":false},{"name":"F. F. S. van der Tak","is_ca":false},{"name":"C. Vastel","is_ca":false},{"name":"S. Wang","is_ca":false},{"name":"H. W. Yorke","is_ca":false},{"name":"Shanshan Yu","is_ca":false},{"name":"J. Žmuidzinas","is_ca":false},{"name":"A. C. A. Boogert","is_ca":false},{"name":"N. R. Erickson","is_ca":false},{"name":"A. Karpov","is_ca":false},{"name":"J. Kooi","is_ca":false},{"name":"Frank Maiwald","is_ca":false},{"name":"R. Schieder","is_ca":false},{"name":"P. Zaal","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01927584545504857,"gpt":0.2043594766454294,"spread":0.1850836311903808,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002124555,0.0002328761,0.0003153327,0.0002335796,0.0004746841,0.00003735378,0.0003443962,0.00005663847,0.0001428064],"category_scores_gemma":[0.000009147449,0.0001899207,0.0001219574,0.0002445205,0.0005207057,0.00031984,0.000658714,0.0004038601,0.000007627527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003124248,"about_ca_system_score_gemma":0.00007780387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002069939,"about_ca_topic_score_gemma":0.0008125303,"domain_scores_codex":[0.9987588,0.000137727,0.0001841575,0.00035199,0.0002343136,0.0003330339],"domain_scores_gemma":[0.9992297,0.00007438877,0.000148951,0.0003169324,0.0001007222,0.0001292744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003886616,0.0003152756,0.8900814,0.00007867625,0.0003805038,0.00002317711,0.01162526,0.0001866731,0.01466847,0.07150142,0.0001257295,0.01062472],"study_design_scores_gemma":[0.004583118,0.0001486191,0.8686759,0.0001548917,0.0002142294,0.000004209924,0.02654098,0.0008092448,0.007810338,0.006089688,0.08404448,0.0009242895],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9503583,0.00000525099,0.003107749,0.0003175338,0.0000857367,0.0002939951,0.00007500879,0.00001531626,0.04574114],"genre_scores_gemma":[0.9977992,0.00002048775,0.0005257201,0.00001956333,0.00003015228,3.260101e-7,0.00001130861,0.00001069088,0.00158251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08391875,"threshold_uncertainty_score":0.7744741,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2236705654","doi":"","title":"The UK and Irish Game Industries","year":2012,"lang":"en","type":"book-chapter","venue":"Maynooth University ePrints and eTheses Archive (Maynooth University)","topic":"Cultural Industries and Urban Development","field":"Social Sciences","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":"Irish; State (computer science); The Internet; Northern ireland; Political science; Economy; Geography; History; Economics; Ethnology; Computer science; World Wide Web","authors":[{"name":"Aphra Kerr","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04584248412246923,"gpt":0.2249019633186943,"spread":0.1790594791962251,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0004116606,0.0004545683,0.0004422525,0.0003141638,0.002871328,0.0002313712,0.0007060247,0.000548089,0.001097388],"category_scores_gemma":[0.00008371107,0.0004171726,0.0001454103,0.0001776001,0.002981062,0.0003352427,0.001078326,0.0009746261,0.00005447186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000362619,"about_ca_system_score_gemma":0.0004196029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003931269,"about_ca_topic_score_gemma":0.006773073,"domain_scores_codex":[0.9978459,0.0001854803,0.0001948349,0.0006221944,0.000438929,0.0007125905],"domain_scores_gemma":[0.9979935,0.0006362464,0.0002832313,0.0003489564,0.0001610688,0.000577031],"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":[0.0002975721,0.00003188977,0.005384251,0.00003753529,0.0004612154,0.0002317538,0.01213723,0.000001679715,0.000005285034,0.7774076,0.08989643,0.1141076],"study_design_scores_gemma":[0.0003793536,0.00004056908,0.00340531,0.0001323867,0.0001637979,0.000006165142,0.01759924,0.000001615012,0.00000300481,0.002392482,0.9753324,0.0005436288],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005545314,0.0007526072,0.00007087493,0.004410184,0.000287291,0.000570957,0.0001830476,0.0001128459,0.9880669],"genre_scores_gemma":[0.01967843,0.02363395,0.00009404296,0.00008523481,0.0002296286,1.683867e-7,0.0000240024,0.00002892143,0.9562256],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.885436,"threshold_uncertainty_score":0.999828,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W616222575","doi":"","title":"TA 2: Final Report: Geospatial Data Archiving and Preservation","year":2011,"lang":"en","type":"book","venue":"Maynooth University ePrints and eTheses Archive (Maynooth University)","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","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":"Geospatial analysis; Digital preservation; Best practice; Stakeholder; Government (linguistics); Metadata; Treasury; Stakeholder engagement; Data curation; Political science; Library science; Geography; World Wide Web; Public relations; Computer science; Cartography","authors":[{"name":"Tracey P. Lauriault","is_ca":false},{"name":"Ed A. Kennedy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1091160864086265,"gpt":0.1959093958049015,"spread":0.08679330939627504,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002057317,0.0005319756,0.0005239118,0.0007861218,0.0009680448,0.0002584964,0.001205158,0.00008742767,0.0006589106],"category_scores_gemma":[0.00004395447,0.0005881912,0.0001495563,0.00006111099,0.00151356,0.001409779,0.003517385,0.0005897309,0.00006012529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009725603,"about_ca_system_score_gemma":0.0002402664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001452989,"about_ca_topic_score_gemma":0.002968191,"domain_scores_codex":[0.9974691,0.0001352611,0.0002841321,0.001268313,0.0003740568,0.0004691686],"domain_scores_gemma":[0.9979144,0.0003696543,0.0004069216,0.0009084714,0.00008900934,0.0003115416],"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":[0.0003610349,0.0001578127,0.0002883089,0.0003281812,0.0004937214,0.001487612,0.00649872,0.000004280907,0.000001627581,0.9517013,0.01407319,0.02460421],"study_design_scores_gemma":[0.0006018247,0.0001340328,0.007818565,0.0003367625,0.0003173627,0.00003664303,0.001082415,0.000223552,4.212227e-7,0.05206042,0.9367471,0.0006408389],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003652907,0.00003736602,0.001318765,0.0003247929,0.0002384588,0.0004977547,0.002758612,0.0001388398,0.9910325],"genre_scores_gemma":[0.01159841,0.001030303,0.0007625909,0.00008746902,0.0004003728,3.683537e-7,0.002343333,0.00005501958,0.9837222],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9226739,"threshold_uncertainty_score":0.999657,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2906712070","doi":"","title":"Ireland and the South African War, 1899-1902","year":2014,"lang":"en","type":"dissertation","venue":"Maynooth University ePrints and eTheses Archive (Maynooth University)","topic":"Irish and British Studies","field":"Social 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":"Inyuvesi Yakwazulu-Natali; Universiteit Stellenbosch; Queen's University","keywords":"Ancient history; History; Political science; Geography; Economic history","authors":[{"name":"Luke Diver","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01006079086140734,"gpt":0.2127069809825889,"spread":0.2026461901211816,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.000618088,0.0004235349,0.0006734629,0.0005168418,0.003255335,0.000144556,0.0007626947,0.0003199486,0.0001422355],"category_scores_gemma":[0.0002039893,0.0004021811,0.0002420885,0.0004578102,0.002481879,0.0002532118,0.0004328143,0.0006854801,0.00003293936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001333847,"about_ca_system_score_gemma":0.0002609267,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01260683,"about_ca_topic_score_gemma":0.02398409,"domain_scores_codex":[0.9970493,0.0008376557,0.0001865301,0.0008075575,0.000457555,0.0006613576],"domain_scores_gemma":[0.9979824,0.0008434857,0.0003140945,0.0003376152,0.0001685951,0.0003537683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01049627,0.0003489767,0.02337809,0.000891589,0.002145517,0.001079693,0.487399,0.00001653405,0.00002490474,0.3507892,0.06092473,0.06250541],"study_design_scores_gemma":[0.002128902,0.00007231614,0.01927925,0.0001892204,0.0003357441,0.000003214045,0.2233144,0.00002319582,0.000003144199,0.001188265,0.7528941,0.0005681851],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2385183,0.0003894626,0.0001991832,0.001497485,0.0003741187,0.0006540813,0.0001520826,0.0001318885,0.7580833],"genre_scores_gemma":[0.8268668,0.01307469,0.0002551115,0.0001848354,0.0002900843,8.183803e-7,0.00009723215,0.00004416389,0.1591863],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6919694,"threshold_uncertainty_score":0.999843,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7067833125","doi":"","title":"On the normalized Laplacian energy and general Randic index
\\nR_{-1} of graphs
\\n","year":2010,"lang":"en","type":"article","venue":"Maynooth University ePrints and eTheses Archive (Maynooth University)","topic":"Graph theory and applications","field":"Mathematics","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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Fusible alloy; Diafiltration; Hyporeflexia; Demotion","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01400178926713246,"gpt":0.2109736813847953,"spread":0.1969718921176628,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003499816,0.0002957023,0.0003781236,0.0005741061,0.0007679167,0.00003604467,0.0005841121,0.0001574956,0.0002796404],"category_scores_gemma":[0.0000973295,0.0002590688,0.0001790933,0.0004902587,0.001114559,0.0001809818,0.0004208959,0.0004448695,0.000005112656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001970829,"about_ca_system_score_gemma":0.0000545885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008585583,"about_ca_topic_score_gemma":0.003124005,"domain_scores_codex":[0.9984511,0.0003074991,0.00018429,0.0004790252,0.0002226127,0.0003555041],"domain_scores_gemma":[0.9976149,0.001271356,0.0002237129,0.0005761464,0.00007851313,0.0002353223],"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":[0.0005150574,0.0001534086,0.005936766,0.00003654977,0.0001317693,0.00002935652,0.001183671,0.000007877941,0.002459996,0.9878435,0.0004162189,0.001285799],"study_design_scores_gemma":[0.003767439,0.000220538,0.03440963,0.0001131032,0.0003055356,0.00003191184,0.004614673,0.0005786385,0.001879995,0.8356007,0.1177245,0.0007532786],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9536723,0.000007874951,0.002023919,0.0005087404,0.00006705092,0.0002681589,0.0001247658,0.00006798754,0.0432592],"genre_scores_gemma":[0.9946709,0.0002614214,0.0007420671,0.0001205668,0.00002447109,6.42121e-7,0.000009817953,0.00002181689,0.004148263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1522428,"threshold_uncertainty_score":0.9999862,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7037193887","doi":"","title":"A Diaspora Strategy for Canada?
\\nEnriching Debate through Heightening Awareness of International Practice. Project Paper Series
\\nNo. 11-1","year":2011,"lang":"en","type":"book","venue":"Maynooth University ePrints and eTheses Archive (Maynooth University)","topic":"Diatoms and Algae Research","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":"Diaspora; Expatriate; Foreign policy; Public policy; Field (mathematics); International relations","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03809256146358039,"gpt":0.2589051316836315,"spread":0.2208125702200511,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005559276,0.0006333847,0.000886332,0.0006558154,0.00071692,0.0001378734,0.001488412,0.000317413,0.000606641],"category_scores_gemma":[0.0001882964,0.0006702594,0.0002734009,0.0002918796,0.0007050479,0.001630637,0.001373558,0.0005960717,0.00001203295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005535127,"about_ca_system_score_gemma":0.004184148,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4316902,"about_ca_topic_score_gemma":0.3466845,"domain_scores_codex":[0.996461,0.0003457973,0.0004097393,0.001222877,0.0007379049,0.0008227334],"domain_scores_gemma":[0.9968035,0.0008960135,0.000757816,0.0006107561,0.0006404073,0.0002915058],"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":[0.01718562,0.002040989,0.01541991,0.005614206,0.004744283,0.009869528,0.04312731,0.0009960165,0.009462487,0.8115308,0.06070758,0.01930127],"study_design_scores_gemma":[0.001613282,0.0002545406,0.002026952,0.0005506366,0.0003332027,0.00004496686,0.0118234,0.0001112617,0.0005438209,0.003202127,0.9785275,0.0009682829],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1617437,0.0003398784,0.01024532,0.0007058133,0.00109179,0.002507524,0.006366635,0.0002312644,0.8167681],"genre_scores_gemma":[0.19913,0.01051405,0.01713743,0.0004036601,0.0007250653,0.000007811932,0.00120037,0.0003681606,0.7705134],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9178199,"threshold_uncertainty_score":0.9995748,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7010654576","doi":"","title":"The Irish Pharmaceutical Industry over the Boom
\\nPeriod and Beyond (NIRSA) Working Paper Series. No. 39","year":2008,"lang":"en","type":"book","venue":"Maynooth University ePrints and eTheses Archive (Maynooth University)","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Trinity College","funders":"Irish Research Council; Irish Research Council for the Humanities and Social Sciences","keywords":"Pharmaceutical industry; Irish; Investment (military); Perspective (graphical); Value (mathematics); Foreign direct investment; Manufacturing sector","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02354848915737939,"gpt":0.1985479220425643,"spread":0.1749994328851849,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0002656388,0.0005082791,0.0004288557,0.00007497809,0.003043633,0.0002355706,0.0008474092,0.0005792421,0.0004720765],"category_scores_gemma":[0.00005634743,0.0002520731,0.0002421703,0.0002778681,0.001725118,0.0003897384,0.001329,0.001561631,0.00003682675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002133704,"about_ca_system_score_gemma":0.0001427374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005291654,"about_ca_topic_score_gemma":0.002854984,"domain_scores_codex":[0.9976829,0.0003225196,0.0002129275,0.0008170168,0.0003274552,0.0006371692],"domain_scores_gemma":[0.9980706,0.0009491971,0.0002440668,0.0002487855,0.0001120437,0.0003752917],"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":[0.00704507,0.0007667359,0.1088007,0.0002657677,0.002171066,0.002248452,0.004681029,0.00002449541,0.0009402885,0.108454,0.1452541,0.6193483],"study_design_scores_gemma":[0.0004542449,0.000128039,0.05614125,0.0001020055,0.0001560072,0.00003690648,0.002146759,0.00002795988,0.000007124717,0.0004449003,0.9398702,0.0004845386],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.366726,0.0005713607,0.00002070125,0.003098003,0.0003017132,0.0008490986,0.0006352047,0.0001321964,0.6276657],"genre_scores_gemma":[0.3856388,0.02927232,0.000119145,0.001480049,0.001216459,0.000002435517,0.0003850597,0.00001417373,0.5818716],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7946162,"threshold_uncertainty_score":0.9999931,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7061991344","doi":"","title":"The Regulation of Armed Non-State Actors: Promoting the Application of the
\\nLaws of War to Conflicts Involving National Liberation Movements","year":2009,"lang":"en","type":"article","venue":"Maynooth University ePrints and eTheses Archive (Maynooth University)","topic":"Nuclear reactor physics and engineering","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":"Government (linguistics); Work (physics); Redress; Context (archaeology); Legislation","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.006673064574656143,"gpt":0.1746548690975078,"spread":0.1679818045228517,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001708783,0.0001255926,0.000152135,0.0001409557,0.0002181705,0.000013205,0.000343234,0.00003723988,0.000002865561],"category_scores_gemma":[0.00002783664,0.00009924988,0.00006944234,0.0003826196,0.0001175117,0.0001749903,0.0001373171,0.000138718,8.979392e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007503162,"about_ca_system_score_gemma":0.00002849557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001666861,"about_ca_topic_score_gemma":0.00008303846,"domain_scores_codex":[0.9992512,0.00004585378,0.0001609937,0.0001534545,0.0002316112,0.0001569233],"domain_scores_gemma":[0.999297,0.0001522134,0.0001447922,0.0002293191,0.0001217179,0.0000550146],"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":[0.0002707258,0.0001751137,0.005853839,0.0002935384,0.0003614271,0.000001933188,0.03063719,0.106882,0.729819,0.0871663,0.0001646183,0.03837429],"study_design_scores_gemma":[0.001440123,0.0002067106,0.6754042,0.0004767005,0.0001076276,0.000001945441,0.005073737,0.1924204,0.0561586,0.005215725,0.06291771,0.0005765574],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831262,0.00001081147,0.01008093,0.000140169,0.00005483915,0.000407283,0.00003411007,0.00003113677,0.006114545],"genre_scores_gemma":[0.9994416,0.0001017486,0.0002333761,0.00001213783,0.00001665183,1.855345e-7,0.000005059681,0.00001088208,0.0001783249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6736604,"threshold_uncertainty_score":0.4047292,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2052099346","doi":"10.48550/arxiv.0801.2447","title":"Optimal metabolic pathway activation","year":2008,"lang":"en","type":"preprint","venue":"Maynooth University ePrints and eTheses Archive (Maynooth University)","topic":"Microbial Metabolic Engineering and Bioproduction","field":"Biochemistry, Genetics and Molecular Biology","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 Waterloo","funders":"","keywords":"Michaelis–Menten kinetics; Enzyme; Action (physics); Kinetics; Chemistry; Metabolic pathway; Range (aeronautics); Optimal control; Biological system; Production (economics); Biochemical engineering; Mathematical optimization; Biochemistry; Enzyme assay; Mathematics; Biology; Physics; Materials science; Economics; Engineering","authors":[{"name":"Diego A. Oyarzún","is_ca":false},{"name":"Brian Ingalls","is_ca":true},{"name":"Richard H. Middleton","is_ca":false},{"name":"Dimitrios Kalamatianos","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01088279200401816,"gpt":0.1847872722396131,"spread":0.173904480235595,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001629606,0.0004975002,0.0004692651,0.0005330976,0.0004016249,0.00004558187,0.0005778704,0.0004650177,0.00003511221],"category_scores_gemma":[0.00006763982,0.0005841367,0.0002752003,0.0002461388,0.0003791231,0.0000263509,0.001629696,0.0006458808,0.00001516167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006286399,"about_ca_system_score_gemma":0.0002377442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005668607,"about_ca_topic_score_gemma":0.00006402592,"domain_scores_codex":[0.9977928,0.0002251551,0.000184637,0.001149223,0.0001969208,0.0004512246],"domain_scores_gemma":[0.9986637,0.00002054865,0.000222886,0.0007050731,0.0001382766,0.0002495143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002755202,0.0008001137,0.003485028,0.000664212,0.002100989,0.0003892565,0.00355949,0.02785217,0.9051077,0.01299215,0.00651045,0.03378319],"study_design_scores_gemma":[0.0009614628,0.0001272061,0.007340624,0.0001194927,0.0001499558,0.00004181623,0.0008365769,0.0002825814,0.04345695,0.0000640675,0.9457316,0.0008876954],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9679778,0.0002503297,0.02232015,0.0002543718,0.0004096874,0.0004623195,0.0003105176,0.0001112156,0.007903617],"genre_scores_gemma":[0.9546991,0.01719033,0.008619638,0.00009175984,0.0007073907,8.512636e-7,0.0006003589,0.00008027608,0.01801028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9392211,"threshold_uncertainty_score":0.999661,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7059748059","doi":"","title":"Wagnervideo","year":2011,"lang":"en","type":"article","venue":"Maynooth University ePrints and eTheses Archive (Maynooth University)","topic":"Magnetic Field Sensors Techniques","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":"Period (music); Tone (literature); Wish; Projection (relational algebra); Dream","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01690467556427716,"gpt":0.1377386140828807,"spread":0.1208339385186036,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001059521,0.0002874045,0.0002803252,0.0005522675,0.0002284259,0.00002309916,0.0005311238,0.0001585727,0.001079915],"category_scores_gemma":[0.00001959801,0.0003447183,0.0001152053,0.0003266638,0.0003264007,0.0002801808,0.0003623926,0.0003648025,0.00006785116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007933232,"about_ca_system_score_gemma":0.00002690443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009746844,"about_ca_topic_score_gemma":0.0004224558,"domain_scores_codex":[0.9987614,0.0001012066,0.0001293458,0.0004182807,0.0001504103,0.0004393158],"domain_scores_gemma":[0.999068,0.0001299887,0.00004592252,0.0004401657,0.00004661449,0.0002693081],"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":[0.001574136,0.0007665631,0.05029169,0.001200198,0.001214596,0.005718733,0.05612724,0.0004605851,0.01477194,0.6956043,0.02695587,0.1453141],"study_design_scores_gemma":[0.001627036,0.0003599856,0.07418832,0.0001664897,0.0002204788,0.00005456887,0.008370632,0.003180629,0.005131681,0.005877688,0.8992773,0.001545227],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3532646,0.00004740985,0.01525126,0.00009998863,0.0001415074,0.0002843333,0.00005095042,0.0009221808,0.6299378],"genre_scores_gemma":[0.9723786,0.001382904,0.01514697,0.00007372106,0.00004010676,2.285214e-7,0.000007909608,0.00004538134,0.01092417],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8723214,"threshold_uncertainty_score":0.9999005,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7046113719","doi":"","title":"Designer as Ethnographer: A Study of
\\nDomestic Cooking and Heating Product Design
\\nfor Irish Older Adults","year":2012,"lang":"en","type":"dissertation","venue":"Maynooth University ePrints and eTheses Archive (Maynooth University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Ethnography; Irish; Product (mathematics); Population; Product design; Health care; New product development","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01609898865561132,"gpt":0.2417676406911036,"spread":0.2256686520354922,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005227954,0.0006169895,0.0007698364,0.001223078,0.0007738164,0.00008992878,0.0006211056,0.0001569129,0.006420746],"category_scores_gemma":[0.00006637927,0.0006872062,0.0001855422,0.0007300519,0.0003274787,0.0001886383,0.0005897025,0.0007671177,0.00001481716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003531155,"about_ca_system_score_gemma":0.0002783592,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02467922,"about_ca_topic_score_gemma":0.00272167,"domain_scores_codex":[0.9966241,0.0006782982,0.0003688564,0.001051541,0.0005591604,0.0007181122],"domain_scores_gemma":[0.9973985,0.0008281611,0.0004845938,0.0005652372,0.0002970705,0.0004264308],"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":[0.006537638,0.003741818,0.3560392,0.00167316,0.002068809,0.0003115353,0.08803085,0.0001324061,0.001594884,0.002626264,0.001610668,0.5356327],"study_design_scores_gemma":[0.01179898,0.001665943,0.5433701,0.002024663,0.001788468,0.000008680233,0.4110086,0.001276268,0.0006729601,0.0002987034,0.02373966,0.002346942],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9062458,0.0001111685,0.001610925,0.00004592693,0.0001298198,0.002343098,0.00007088984,0.00005724278,0.08938517],"genre_scores_gemma":[0.9718444,0.0001685431,0.0006325782,0.000008547348,0.00008075334,0.000003588354,0.0001212443,0.00005047591,0.02708989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5332858,"threshold_uncertainty_score":0.9995579,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6979915547","doi":"","title":"An Analysis of COSPA – A Consortium for Open Source in the
\\nPublic Administration","year":2005,"lang":"en","type":"other","venue":"Maynooth University ePrints and eTheses Archive (Maynooth University)","topic":"German Literature and Culture Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Science Foundation Ireland; European Commission","keywords":"Nucleofection; Gestational period; TSG101; Diafiltration; Dysgeusia; Emperipolesis; Demotion; Hyporeflexia; Triacetin","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02460163894255582,"gpt":0.2401469328121467,"spread":0.2155452938695908,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002364331,0.0003479281,0.000683474,0.001266303,0.0004355259,0.0002349378,0.001095433,0.0001528959,0.001669951],"category_scores_gemma":[0.00001747843,0.0003044623,0.0002485177,0.0003524206,0.0006994707,0.0003333866,0.0002896675,0.0002682513,0.000006400363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000454303,"about_ca_system_score_gemma":0.00009370175,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003378218,"about_ca_topic_score_gemma":0.1177281,"domain_scores_codex":[0.9984273,0.000268668,0.0001985979,0.0005925523,0.0001927536,0.000320147],"domain_scores_gemma":[0.9987615,0.0002056698,0.0003499883,0.0004723632,0.0001040134,0.0001064235],"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":[0.0009271663,0.0008160043,0.005131742,0.0002692617,0.002994802,0.00009887372,0.1034311,0.00005656458,0.00001200796,0.8207915,0.06097268,0.004498224],"study_design_scores_gemma":[0.0007631142,0.000186794,0.004328912,0.00009020373,0.001084719,0.000001073484,0.05217994,0.00009415192,0.000001600265,0.0001264025,0.9407992,0.0003438788],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00702841,0.0001416907,0.0007414133,0.0005742855,0.00009347009,0.001078752,0.001734563,0.00007385957,0.9885336],"genre_scores_gemma":[0.2488459,0.0003670331,0.0003940209,0.0002560887,0.0002357827,0.000001927162,0.0005564775,0.00008430586,0.7492584],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8798265,"threshold_uncertainty_score":0.9999408,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7018664714","doi":"","title":"The Eastward Shift of Computer Hardware Production:
\\nHow Ireland Adjusted (NIRSA) Working Paper Series. No.27","year":2005,"lang":"en","type":"book","venue":"Maynooth University ePrints and eTheses Archive (Maynooth University)","topic":"Economic Growth and Productivity","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":"Triad (sociology); Western europe; Component (thermodynamics); Chart; East Asia; Service (business); Core (optical fiber)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02214098393727826,"gpt":0.1631838655597363,"spread":0.141042881622458,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006218978,0.0006459043,0.001112909,0.0007953224,0.0009367691,0.0001212773,0.001087819,0.000428852,0.0004807312],"category_scores_gemma":[0.00009727522,0.0007263437,0.0004384454,0.0003059224,0.001135722,0.0007331638,0.00103652,0.001011658,0.0003408832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004298777,"about_ca_system_score_gemma":0.0002631102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005213359,"about_ca_topic_score_gemma":0.002111987,"domain_scores_codex":[0.9969641,0.0001566724,0.0005674879,0.001477373,0.0001312254,0.0007031547],"domain_scores_gemma":[0.9970946,0.0003537036,0.001021846,0.001072012,0.000135946,0.0003219249],"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":[0.003707069,0.0005213316,0.09135327,0.001188197,0.003189567,0.0003433894,0.007767357,0.0008747365,0.00001785524,0.7581536,0.09199745,0.04088616],"study_design_scores_gemma":[0.000869191,0.0001378449,0.02258616,0.000232882,0.0001079701,0.0000153997,0.0003644404,0.0001063534,0.0000055711,0.006870081,0.967939,0.0007650578],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01585866,0.001573222,0.001964888,0.003501325,0.002630715,0.001248333,0.001317563,0.0001924865,0.9717128],"genre_scores_gemma":[0.04567575,0.009708277,0.001630521,0.0001381245,0.001279711,8.019672e-7,0.0001601082,0.0001164711,0.9412903],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8759416,"threshold_uncertainty_score":0.9995188,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7048013941","doi":"","title":"Implicit Attitudes to Work and Leisure Among North
\\nAmerican and Irish Individuals: A Preliminary Study","year":2009,"lang":"en","type":"article","venue":"Maynooth University ePrints and eTheses Archive (Maynooth University)","topic":"Particle Accelerators and Free-Electron Lasers","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":"Implicit-association test; Irish; Implicit attitude; Categorization; Association (psychology); Test (biology)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01053436890941377,"gpt":0.2016195643535907,"spread":0.1910851954441769,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001237698,0.000350949,0.0004183006,0.0005126176,0.0004320554,0.0001037323,0.0003387191,0.00008344939,0.00002093276],"category_scores_gemma":[0.00001718104,0.0004014575,0.00005934388,0.0006834934,0.000281735,0.0004979297,0.0003796964,0.00034867,0.000005149158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008421059,"about_ca_system_score_gemma":0.00002590547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005365189,"about_ca_topic_score_gemma":0.001384588,"domain_scores_codex":[0.9983883,0.0001192035,0.0001510283,0.0006101776,0.0001833371,0.0005479904],"domain_scores_gemma":[0.9989286,0.0001348254,0.00005848274,0.0003193412,0.00003904773,0.0005196859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002399247,0.0001662259,0.9803557,0.00002644432,0.000168669,0.0002019486,0.003090377,0.0006154114,0.0001519476,0.0004203481,0.0005001354,0.01406285],"study_design_scores_gemma":[0.0009631712,0.000666019,0.9822243,0.00004289515,0.0001188636,0.000006383054,0.003817182,0.0002754242,0.00003823581,0.00005117778,0.01133286,0.0004634143],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949781,0.00006484777,0.0008772087,0.0002065379,0.00002964173,0.0005743405,0.00004738646,0.0002055959,0.003016304],"genre_scores_gemma":[0.9988934,0.0002697018,0.0004338076,0.00006394989,0.00002622981,5.540643e-7,0.000005555784,0.00002368446,0.0002830876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01359943,"threshold_uncertainty_score":0.9998437,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7006228146","doi":"","title":"Temperature trends at 90 km over Svalbard, Norway (78°N l6°E),
\\nseen in one decade of meteor radar observations","year":2012,"lang":"en","type":"article","venue":"Maynooth University ePrints and eTheses Archive (Maynooth University)","topic":"Developmental Biology and Gene Regulation","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":"Meteor (satellite); Stratopause; Radar; Altitude (triangle); Residual; Satellite; Flux (metallurgy); Universal Time; Meteoroid; Time lag","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01796064182948949,"gpt":0.209537181108765,"spread":0.1915765392792755,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002007867,0.000241166,0.0002879932,0.0004396896,0.0002726169,0.000008819032,0.0002985124,0.0002727393,0.0001777637],"category_scores_gemma":[0.00003129543,0.0002704126,0.0001309496,0.0004196105,0.0003545748,0.00005297592,0.0005733722,0.0001913901,0.0000105365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009878955,"about_ca_system_score_gemma":0.0000715369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002861292,"about_ca_topic_score_gemma":0.001586095,"domain_scores_codex":[0.9986146,0.0002232845,0.0001701749,0.0004536047,0.0001401561,0.0003981936],"domain_scores_gemma":[0.9992397,0.00007030738,0.0001383787,0.000302589,0.00005444045,0.0001946247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001222436,0.0003437506,0.5961615,0.00006058008,0.0003261337,0.00002284744,0.001579009,0.00006671889,0.3902499,0.004370335,0.0008791616,0.00471764],"study_design_scores_gemma":[0.00127503,0.0001096113,0.8422403,0.00003783965,0.00006818923,0.000007538589,0.0008378595,0.00001049273,0.02325365,0.00006340774,0.1317703,0.0003258074],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878476,0.0001368932,0.0002092023,0.0002293505,0.00008296376,0.000157921,0.0001985492,0.00001405891,0.01112344],"genre_scores_gemma":[0.9812314,0.0006350041,0.0019157,0.00007966187,0.00005253236,2.911857e-7,0.0003182677,0.00001560671,0.01575152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3669963,"threshold_uncertainty_score":0.9999748,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7056897693","doi":"","title":"Geospatial Data Preservation Prime","year":2013,"lang":"en","type":"book","venue":"Maynooth University ePrints and eTheses Archive (Maynooth University)","topic":"Magnetic Field Sensors Techniques","field":"Engineering","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":"Natural Resources Canada","keywords":"Geospatial analysis; Custodians; Digital preservation; Scope (computer science); Spatial data infrastructure; Situation awareness; Best practice; Data breach; Data access","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02065412592449008,"gpt":0.1669316778281071,"spread":0.146277551903617,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001662753,0.0006087419,0.0006156942,0.0008253492,0.0002857638,0.00009286751,0.001857146,0.0005801959,0.001248229],"category_scores_gemma":[0.00004853773,0.0007612446,0.0001363648,0.0002011328,0.0004150539,0.0007771332,0.002062805,0.001004161,0.0001469985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002909504,"about_ca_system_score_gemma":0.0002034029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001124808,"about_ca_topic_score_gemma":0.0008939856,"domain_scores_codex":[0.9977216,0.0001443644,0.0002512667,0.0009677277,0.0003617027,0.0005533061],"domain_scores_gemma":[0.9974483,0.000349331,0.0001676769,0.001606968,0.000111142,0.0003165632],"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":[0.0005905791,0.0002887456,0.001194205,0.002526622,0.001965541,0.001677216,0.006633744,0.0007291641,0.00115265,0.1399947,0.7301857,0.1130611],"study_design_scores_gemma":[0.0005298888,0.00009223814,0.001298924,0.0002417552,0.0002167511,0.000009135863,0.0002889088,0.00768689,0.0000612123,0.002277287,0.9864546,0.0008424005],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004213289,0.0001323002,0.02039152,0.0002174771,0.0002744895,0.001075738,0.000963511,0.001072531,0.9716591],"genre_scores_gemma":[0.004256281,0.004380282,0.00924315,0.00006685305,0.0002549698,5.251092e-7,0.0009622448,0.0001437813,0.9806919],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2562688,"threshold_uncertainty_score":0.9996648,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2496077409","doi":"","title":"William Duane and his Visit to Colombia of 1823","year":2006,"lang":"en","type":"article","venue":"Maynooth University ePrints and eTheses Archive (Maynooth University)","topic":"Historical Studies in Latin America","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":"Irish; Residence; State (computer science); Spell; Politics; History; Economic history; Genealogy; Ancient history; Law; Political science; Demography; Sociology","authors":[{"name":"David Barnwell","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009576240819647303,"gpt":0.2179357074546114,"spread":0.2083594666349641,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002525178,0.0002124417,0.0004020596,0.0004088678,0.001182477,0.00002961676,0.0004572899,0.0001098662,0.000258587],"category_scores_gemma":[0.0001457799,0.0002540152,0.00009678982,0.0008165278,0.001694691,0.0002216515,0.0006912777,0.0002073612,0.00002374422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003478235,"about_ca_system_score_gemma":0.0001038684,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02444833,"about_ca_topic_score_gemma":0.00830785,"domain_scores_codex":[0.9981713,0.000306998,0.0001617838,0.000540794,0.0003418212,0.0004773028],"domain_scores_gemma":[0.9985652,0.0005632329,0.000155337,0.0002478839,0.000123243,0.0003450885],"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":[0.001213222,0.0007458841,0.2243811,0.0001800184,0.0003758809,0.0005663761,0.05394947,0.0002059552,0.001586534,0.6256701,0.0308004,0.0603251],"study_design_scores_gemma":[0.0005126026,0.0001477289,0.06266249,0.00004274446,0.00006579846,0.000001355616,0.008564101,0.00001650939,0.00002071662,0.0009998446,0.9266609,0.000305234],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4633499,0.00009274077,0.004187709,0.001960573,0.0002635563,0.0005431667,0.0001242462,0.0001433241,0.5293348],"genre_scores_gemma":[0.9551467,0.0009596411,0.005500181,0.0001102731,0.00008962134,2.230076e-7,0.000005393309,0.00001862081,0.03816939],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8958605,"threshold_uncertainty_score":0.9999912,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7043450970","doi":"","title":"Stock Prices and the Monetrary Model of Exchange Rate: An Empirical Investigation.","year":2003,"lang":"en","type":"other","venue":"Maynooth University ePrints and eTheses Archive (Maynooth University)","topic":"Politics, Economics, and Education Policy","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":"Cointegration; Stock (firearms); Exchange rate; Random walk; Stock exchange; Stock price; Error correction model","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.06419870821093356,"gpt":0.2267270980649599,"spread":0.1625283898540263,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004573439,0.0003657654,0.0007748652,0.00120027,0.0002900579,0.00006066124,0.0005729016,0.0002888317,0.0006134841],"category_scores_gemma":[0.00007777802,0.0004144751,0.0001548664,0.0002423335,0.001580775,0.0003173502,0.0003336136,0.0003580269,0.00004624968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001265499,"about_ca_system_score_gemma":0.000164596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00506784,"about_ca_topic_score_gemma":0.0007209823,"domain_scores_codex":[0.9982272,0.000188302,0.0003421245,0.0007701084,0.00005366752,0.0004186162],"domain_scores_gemma":[0.9980955,0.0002350903,0.0006818412,0.0005900738,0.00003343535,0.0003640668],"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":[0.0002043476,0.0001697783,0.02314021,0.0003252281,0.0003972519,0.00001058861,0.01017444,0.0001130676,0.000003615909,0.9252847,0.0397688,0.000407971],"study_design_scores_gemma":[0.002861442,0.00009458056,0.01280242,0.0001017821,0.0001306045,0.000005680527,0.003633649,0.005813794,0.000008631526,0.06452871,0.9091344,0.0008843153],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05749974,0.0009881055,0.004257573,0.001454593,0.0002677679,0.000737589,0.002149886,0.000103693,0.9325411],"genre_scores_gemma":[0.06953189,0.01862672,0.006150616,0.001496058,0.0003110115,0.000002206468,0.000158846,0.0003355025,0.9033871],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8693656,"threshold_uncertainty_score":0.9998307,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7001087087","doi":"","title":"Immigrant Bloggers and Sensemaking: Technology Mediated Acculturation and Cultural Brokerage","year":2012,"lang":"en","type":"article","venue":"Maynooth University ePrints and eTheses Archive (Maynooth University)","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Carleton University","funders":"","keywords":"Acculturation; Sensemaking; Sociocultural evolution; Popularity; Netnography; Expatriate; Conversation; Immigration; Cultural diversity; Social media","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02264877833108459,"gpt":0.2608296229036503,"spread":0.2381808445725657,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002580341,0.0001852645,0.0002107134,0.000407541,0.001123858,0.00007021984,0.0002191438,0.0001664071,0.00006497698],"category_scores_gemma":[0.0001020401,0.0001859624,0.00005281249,0.0002833481,0.0008749561,0.0006487692,0.0003579381,0.0002315701,0.00001175679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001158484,"about_ca_system_score_gemma":0.00003272956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004147258,"about_ca_topic_score_gemma":0.003337392,"domain_scores_codex":[0.9987246,0.000204148,0.00009727611,0.0003377682,0.0002204466,0.000415695],"domain_scores_gemma":[0.999201,0.0002525852,0.0001056064,0.0000989152,0.00009746639,0.0002444407],"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":[0.0005591385,0.0002151569,0.1606114,0.00006697556,0.0003916605,0.0001977637,0.3138452,0.000005518007,0.00312707,0.5077311,0.000349171,0.01289982],"study_design_scores_gemma":[0.00131345,0.00007994969,0.06154075,0.0000620179,0.0001074799,0.00001756567,0.5121098,0.00005861986,0.00011389,0.0007523177,0.4233602,0.0004840522],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9699347,0.0002310362,0.0001860067,0.002705642,0.0001132451,0.0002145726,0.00003296086,0.00009988337,0.02648196],"genre_scores_gemma":[0.9902456,0.005940333,0.000287514,0.00004942983,0.00008454869,1.116073e-7,0.00001369279,0.000007656195,0.003371081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5069788,"threshold_uncertainty_score":0.8643922,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6991158671","doi":"","title":"Fighting for Our Principles:
\\nInterests vs Values in Conflict Resolution","year":2018,"lang":"en","type":"article","venue":"Maynooth University ePrints and eTheses Archive (Maynooth University)","topic":"Conflict Management and Negotiation","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":"Negotiation; Realm; Politics; Conflict resolution; Democracy; Value (mathematics); Conflict resolution research; Adversary","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.06153086703619024,"gpt":0.2900955744316139,"spread":0.2285647073954237,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000581271,0.0002001525,0.0002533881,0.0007627882,0.001208338,0.00008964587,0.0005009772,0.0001293675,0.00009167362],"category_scores_gemma":[0.0002096131,0.000245016,0.0001162412,0.0005063045,0.0004616253,0.0005361514,0.0004198769,0.0001915055,0.00003308851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002623863,"about_ca_system_score_gemma":0.0001264826,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005490799,"about_ca_topic_score_gemma":0.03288898,"domain_scores_codex":[0.9981558,0.0003499534,0.0001647943,0.000555488,0.0002376784,0.0005362647],"domain_scores_gemma":[0.9989413,0.000307108,0.0001719557,0.000237788,0.0001469111,0.000194913],"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":[0.002967914,0.0003394717,0.1549638,0.0001718495,0.0002385038,0.0001432523,0.1032336,0.0001327643,0.0005325728,0.7136675,0.003769703,0.01983908],"study_design_scores_gemma":[0.00133965,0.0001645673,0.08825107,0.0001268573,0.0000568054,6.255976e-7,0.03370831,0.001555493,0.00005337999,0.0007662959,0.8736485,0.000328501],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7375091,0.00001875272,0.009296141,0.002985279,0.00033131,0.001039576,0.00005955942,0.0001978266,0.2485625],"genre_scores_gemma":[0.9628698,0.0004261494,0.001131466,0.0001094602,0.0002327613,4.690834e-7,0.00001827716,0.00001565931,0.03519598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8698788,"threshold_uncertainty_score":0.999146,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}