{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000149255,0.0003422623,0.0003842206,0.0007538627,0.0009007136,0.001012882,0.0004312174,0.0005302954,0.00385573],"category_scores_gemma":[0.0006416689,0.000153409,0.0003068764,0.00017859,0.001829672,0.001078031,0.001303662,0.0007855907,0.0003034712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005540749,"about_ca_system_score_gemma":0.0003782077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005151483,"about_ca_topic_score_gemma":0.0005242062,"domain_scores_codex":[0.9998856,0.00001586368,0.000003625372,0.00003043534,0.0000309268,0.00003365391],"domain_scores_gemma":[0.9996927,0.00004493265,0.00006064112,0.00004021703,0.00004241223,0.0001191096],"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":[0.00009376297,0.00003419277,0.001483374,0.0001189092,0.00001459342,0.0004777972,0.000529141,0.002769719,0.02382731,0.9630817,0.00174188,0.005827572],"study_design_scores_gemma":[0.00008503543,0.0001451994,0.006032552,0.00005086488,0.00002104887,0.000992129,0.0003099303,0.03508141,0.01555903,0.9348423,0.006837547,0.00004284989],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9234884,0.0006073125,0.01481541,0.0005290006,0.00007435312,0.00002758516,0.00006499075,0.0002261428,0.06016682],"genre_scores_gemma":[0.9946544,0.0001157782,0.001591608,0.00007195373,0.0000580605,0.00001636647,0.00004043775,0.00002448343,0.003426818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00385573,"threshold_uncertainty_score":0.01289874,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3098279955","doi":"","title":"Herschel/HIFI measurements of the ortho/para ratio in water&#13;\\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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009750346,0.0001778742,0.0001392267,0.0006978834,0.0004254354,0.0003074413,0.000314602,0.0002822261,0.001065749],"category_scores_gemma":[0.0001525698,0.0001706365,0.0001061774,0.0004533559,0.0002436009,0.0002866977,0.0004156988,0.000202158,0.0004188611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003934384,"about_ca_system_score_gemma":0.0001320591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01942571,"about_ca_topic_score_gemma":0.04619985,"domain_scores_codex":[0.9998689,0.000004493926,0.000003644356,0.00004256341,0.00003615684,0.00004429526],"domain_scores_gemma":[0.9998572,0.000005011796,0.00004166045,0.00001689186,0.00002494598,0.0000542339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004105013,0.0001880106,0.4998625,0.00004366739,0.00006552634,0.0002203909,0.0006146558,0.000758637,0.4751204,0.0002980973,0.001761249,0.02065635],"study_design_scores_gemma":[0.00001760051,0.00003379793,0.9870666,0.000002536395,0.000008809733,0.00008117846,0.0001029651,0.001014593,0.01019823,0.00004537871,0.001419634,0.000008761389],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977324,0.00003640298,0.0001403908,0.00001604491,0.000002194143,0.000004322472,0.0005458276,0.00002600336,0.001496478],"genre_scores_gemma":[0.9964981,0.000037617,0.0005684511,0.00003109842,0.000005727513,0.000007636091,0.002088499,0.00001919958,0.00074376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01942571,"threshold_uncertainty_score":0.0386253,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005240024,0.000896944,0.0002729544,0.001997914,0.002961972,0.00727353,0.0007078541,0.00135608,0.05612716],"category_scores_gemma":[0.001106273,0.000272069,0.000311761,0.003229757,0.002179435,0.003084,0.002770041,0.002004714,0.01729687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01457547,"about_ca_system_score_gemma":0.008597723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1416615,"about_ca_topic_score_gemma":0.3120018,"domain_scores_codex":[0.9990171,0.0001527657,0.00003542976,0.0001207529,0.0003044606,0.0003695177],"domain_scores_gemma":[0.9997138,0.00004679106,0.00001867592,0.00002529582,0.0001080761,0.00008726779],"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":[0.00003469301,0.00002848184,0.0003596453,0.0002864705,0.00000338034,0.0003048905,0.005624632,0.0001249467,0.0001963997,0.287192,0.5935414,0.1123031],"study_design_scores_gemma":[0.000001036722,0.000002558129,0.0002385057,0.00007441597,5.35136e-7,0.00004180601,0.0006808372,0.000009168396,0.00001671535,0.0007108547,0.9982216,0.000002061706],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0009672983,0.00645138,0.0001110529,0.002199598,0.0006941111,0.0000138128,0.00008917876,0.0000244593,0.989449],"genre_scores_gemma":[0.01507251,0.007947582,0.0003244534,0.001431011,0.0001284922,0.00003678023,0.0001516954,0.00005227989,0.9748551],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1416615,"threshold_uncertainty_score":0.2816738,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01500291,0.0008929414,0.0006720255,0.004285831,0.007418303,0.0143737,0.003222288,0.003722736,0.07078994],"category_scores_gemma":[0.03065144,0.0007922639,0.001084923,0.005537496,0.001671875,0.002909875,0.002761761,0.00386847,0.047469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.030897,"about_ca_system_score_gemma":0.1565306,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7650809,"about_ca_topic_score_gemma":0.7111251,"domain_scores_codex":[0.9721059,0.001404326,0.0008281161,0.0009375819,0.02234351,0.002380592],"domain_scores_gemma":[0.922499,0.00265888,0.0009232123,0.002743576,0.06794666,0.003228693],"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":[0.00006310228,0.0000535955,0.00171853,0.0002490021,0.00001273532,0.0001330949,0.0007703971,0.0002689917,0.0009930617,0.005642041,0.9660016,0.02409398],"study_design_scores_gemma":[0.00001309268,0.00002872269,0.003994606,0.0001515787,0.00001272909,0.00003747349,0.0007945801,0.0001484429,0.001556569,0.0003618093,0.9928745,0.00002589386],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01018811,0.002039242,0.01596135,0.05321124,0.01309649,0.01085835,0.1661825,0.006001937,0.7224607],"genre_scores_gemma":[0.0161888,0.002406981,0.01982482,0.007798213,0.000810541,0.002396217,0.08332792,0.002288366,0.8649582],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9856263,"threshold_uncertainty_score":0.4726052,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004041321,0.0004053912,0.0002416995,0.0007112859,0.003566994,0.002026992,0.0002758208,0.0007213411,0.01423177],"category_scores_gemma":[0.001023602,0.0002165715,0.0001183685,0.002141037,0.001859662,0.001605169,0.002412939,0.00150397,0.001667361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008450112,"about_ca_system_score_gemma":0.005057284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1330189,"about_ca_topic_score_gemma":0.3741752,"domain_scores_codex":[0.99941,0.00007431772,0.00001288538,0.00002732683,0.00005898357,0.0004164458],"domain_scores_gemma":[0.9998264,0.00003384968,0.00004059498,0.000006583371,0.00002335684,0.00006922549],"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":[0.0007544821,0.0002237055,0.03306577,0.00158586,0.00006513984,0.00657414,0.3700911,0.0003163002,0.001722475,0.152189,0.2255473,0.2078648],"study_design_scores_gemma":[0.00002557865,0.000029945,0.08147454,0.0009688629,0.00000869015,0.0003747715,0.08400542,0.00002523306,0.0002896747,0.001854962,0.8309201,0.00002225391],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3854306,0.03401708,0.0001175832,0.02525756,0.001070521,0.00008646737,0.001345446,0.00001755589,0.5526571],"genre_scores_gemma":[0.728165,0.02137529,0.0001258236,0.003646518,0.0002377527,0.00008857089,0.0004248023,0.00003937358,0.245897],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1330189,"threshold_uncertainty_score":0.2644893,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7067833125","doi":"","title":"On the normalized Laplacian energy and general Randic index&#13;\\nR_{-1} of graphs&#13;\\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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001683326,0.0007200015,0.0008400165,0.004111667,0.001576623,0.002879551,0.002334718,0.001544934,0.01012998],"category_scores_gemma":[0.008198915,0.0004664966,0.0006027317,0.00180519,0.0034951,0.006362048,0.001868947,0.002214453,0.001194318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001653827,"about_ca_system_score_gemma":0.0005586226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001382156,"about_ca_topic_score_gemma":0.002171968,"domain_scores_codex":[0.9993603,0.0002278703,0.00002544979,0.000163568,0.0001426259,0.00008021764],"domain_scores_gemma":[0.9962835,0.001938277,0.0004119296,0.000483002,0.0004433091,0.0004400342],"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":[0.00001700337,0.00001343339,0.0002521793,0.00002601768,0.000005649127,0.00001993036,0.00006694128,0.002384372,0.0003159299,0.9898813,0.002682855,0.004334309],"study_design_scores_gemma":[0.000003810835,0.000005664364,0.0003199023,0.00001793161,0.000003646639,0.00005066632,0.00003901347,0.0165484,0.0001372478,0.9814237,0.001437684,0.00001236461],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4552969,0.006382229,0.2377135,0.009611377,0.001502321,0.00007381786,0.001176343,0.0005678732,0.2876757],"genre_scores_gemma":[0.9241702,0.002768313,0.02920958,0.001172851,0.001388678,0.000126301,0.000721233,0.0006376734,0.03980515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01012998,"threshold_uncertainty_score":0.03388816,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7037193887","doi":"","title":"A Diaspora Strategy for Canada?&#13;\\nEnriching Debate through Heightening Awareness of International Practice. Project Paper Series&#13;\\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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001914045,0.0005059078,0.000292745,0.001139662,0.01298944,0.01211095,0.001590153,0.003176771,0.02802821],"category_scores_gemma":[0.0025511,0.0003456865,0.0003084933,0.00275292,0.006167849,0.006038657,0.004442989,0.003309949,0.003583562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04002342,"about_ca_system_score_gemma":0.1307283,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8529803,"about_ca_topic_score_gemma":0.929615,"domain_scores_codex":[0.9985307,0.0002726907,0.00004172749,0.000119704,0.0005302228,0.0005049366],"domain_scores_gemma":[0.9983892,0.000184298,0.00005007635,0.0000960997,0.0006422889,0.0006378989],"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":[0.00001242383,0.00001870086,0.0002420312,0.0001541346,0.000002680966,0.0001294102,0.006198901,0.000045033,0.000162808,0.3266693,0.6059473,0.06041727],"study_design_scores_gemma":[0.000002148673,0.000002377772,0.0001901027,0.0001014781,0.000001682752,0.00003931065,0.0042947,0.00002497364,0.00007646906,0.00409896,0.9911627,0.000005000395],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00387868,0.04793199,0.001619177,0.2092707,0.0054575,0.0001524879,0.0003227439,0.0002937052,0.7310731],"genre_scores_gemma":[0.05763391,0.02380778,0.002919161,0.01930795,0.0002903362,0.00008063375,0.0002687927,0.0002138862,0.8954775],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1470197,"threshold_uncertainty_score":0.2957711,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7010654576","doi":"","title":"The Irish Pharmaceutical Industry over the Boom&#13;\\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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003026156,0.0004734439,0.0003036796,0.001497125,0.001439323,0.008068855,0.0007399684,0.001309432,0.04407646],"category_scores_gemma":[0.002610706,0.0003239052,0.0005520197,0.003329669,0.001144629,0.00272452,0.002648515,0.001739959,0.009654725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01751002,"about_ca_system_score_gemma":0.02641336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.111059,"about_ca_topic_score_gemma":0.0914043,"domain_scores_codex":[0.997849,0.0003129278,0.00009008487,0.0002640948,0.0007020754,0.000781891],"domain_scores_gemma":[0.9973354,0.0003317486,0.0002940604,0.0001385104,0.0009029894,0.0009973289],"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":[0.0002608637,0.00008815767,0.006395687,0.0008154465,0.00003111573,0.0003167941,0.0009789768,0.0006559221,0.0008456767,0.06091222,0.8043677,0.1243314],"study_design_scores_gemma":[0.00001379185,0.00003387087,0.01147333,0.0003301299,0.00001186141,0.00005470291,0.001415844,0.00008671622,0.0004157296,0.001106164,0.9850453,0.0000126167],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02649846,0.02883207,0.0004828739,0.07945529,0.002566247,0.0001186949,0.006561306,0.0001506799,0.8553343],"genre_scores_gemma":[0.2428794,0.03940301,0.00152625,0.01324665,0.001359639,0.0001085148,0.007956641,0.0002505,0.6932693],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.111059,"threshold_uncertainty_score":0.2208251,"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&#13;\\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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01379699,0.0004166333,0.0004004442,0.001339083,0.004796152,0.01552646,0.002199574,0.007210675,0.004254268],"category_scores_gemma":[0.01026876,0.0004170777,0.0006286897,0.001090931,0.03581952,0.007809435,0.007758352,0.008953258,0.0008966381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008717019,"about_ca_system_score_gemma":0.01524243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0135329,"about_ca_topic_score_gemma":0.02063661,"domain_scores_codex":[0.9883345,0.00577499,0.0003521644,0.001274824,0.002726266,0.00153722],"domain_scores_gemma":[0.9922041,0.004993177,0.0008741104,0.0007804831,0.0007753992,0.0003727756],"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":[0.000002420778,0.00001510446,0.0001577963,0.00005744279,0.000001295925,0.00006265811,0.005752727,0.00025287,0.0003503124,0.9818803,0.003308627,0.008158444],"study_design_scores_gemma":[0.00001582294,0.00005822008,0.001553155,0.001072431,0.00001354058,0.0001983982,0.007780028,0.001719007,0.002485533,0.3454023,0.639644,0.00005747944],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01501591,0.007525451,0.03989548,0.08386393,0.0007196037,0.0002099858,0.00004243272,0.0001468572,0.8525804],"genre_scores_gemma":[0.7867056,0.01606655,0.02654181,0.04918925,0.001436684,0.0008833323,0.00008704249,0.0001871693,0.1189028],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01552646,"threshold_uncertainty_score":0.07296628,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005062874,0.0007892655,0.0006992928,0.0004115308,0.000349579,0.001247595,0.0006453318,0.0007137185,0.004311054],"category_scores_gemma":[0.001638979,0.0004292379,0.00058438,0.0005400893,0.0008469603,0.001788377,0.001357211,0.0008703994,0.0005437049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009886619,"about_ca_system_score_gemma":0.001061968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004993373,"about_ca_topic_score_gemma":0.000494278,"domain_scores_codex":[0.9996454,0.00007826545,0.00001977197,0.0001227804,0.00007085625,0.0000629501],"domain_scores_gemma":[0.9996352,0.0001842697,0.00006816476,0.00003684789,0.00003958951,0.00003593651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003320436,0.00009887899,0.0005288689,0.0005270793,0.00005114631,0.0001856596,0.0001139045,0.5601351,0.04053891,0.3436706,0.001517928,0.05229979],"study_design_scores_gemma":[0.0000611558,0.0001626116,0.0003032536,0.00004333983,0.00003177117,0.0001288399,0.00007153152,0.7301642,0.02304247,0.2366261,0.009326969,0.00003768691],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1505294,0.002459083,0.8076903,0.0009462638,0.0001513599,0.0001055226,0.000305281,0.0003804523,0.03743227],"genre_scores_gemma":[0.881224,0.002340284,0.1043176,0.0001647054,0.00005197962,0.0001913877,0.0002772483,0.0001996682,0.01123298],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004311054,"threshold_uncertainty_score":0.01442194,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004937474,0.0009398275,0.0006690179,0.00201877,0.001538325,0.005576386,0.001099989,0.001566982,0.7991829],"category_scores_gemma":[0.002907313,0.0004908354,0.0005192957,0.002129821,0.000480484,0.004032777,0.003388435,0.002048719,0.6973579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001005317,"about_ca_system_score_gemma":0.001110932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004926329,"about_ca_topic_score_gemma":0.0119709,"domain_scores_codex":[0.9994802,0.00006003543,0.00002714375,0.00006914433,0.0002639967,0.00009952283],"domain_scores_gemma":[0.9988703,0.000172637,0.00005042754,0.0002681298,0.0003255911,0.0003129978],"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":[0.00004328101,0.00002093821,0.00008756697,0.0001093063,0.000002381182,0.00005270989,0.00008526386,0.00003757932,0.0003199586,0.003227365,0.9437706,0.05224301],"study_design_scores_gemma":[0.000003138305,0.000002351392,0.0001070836,0.00002084535,6.725085e-7,0.00002378705,0.00002215577,0.00002290481,0.00007193788,0.000292535,0.9994286,0.000003971728],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004231667,0.0006310041,0.001767709,0.0009176731,0.001754855,0.00009751122,0.0132348,0.008434922,0.9727384],"genre_scores_gemma":[0.002682786,0.0006885467,0.0009498493,0.000789649,0.0004637396,0.0000849838,0.01272133,0.006340565,0.9752786],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2008171,"threshold_uncertainty_score":0.2864411,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7046113719","doi":"","title":"Designer as Ethnographer: A Study of&#13;\\nDomestic Cooking and Heating Product Design&#13;\\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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01730146,0.0009336313,0.0009619184,0.002981906,0.01261866,0.0078102,0.002770761,0.002909373,0.00369232],"category_scores_gemma":[0.01971915,0.0015655,0.0004819196,0.002104252,0.01371458,0.01024621,0.007910924,0.00406312,0.0009992417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005754476,"about_ca_system_score_gemma":0.004582968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02273077,"about_ca_topic_score_gemma":0.05873694,"domain_scores_codex":[0.9829837,0.0136964,0.0004811244,0.0008502362,0.0009459361,0.001042662],"domain_scores_gemma":[0.9879071,0.008311591,0.001112576,0.0007092547,0.0009171481,0.001042388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001007228,0.00003486677,0.001109189,0.00004418629,0.000001393302,0.0002024663,0.9955401,0.000004171882,0.0001046402,0.0004173265,0.000433497,0.002098188],"study_design_scores_gemma":[0.000007231236,0.00006884059,0.001199703,0.0001390105,0.00000406298,0.0002283542,0.986495,0.00002955141,0.0001077887,0.0001734762,0.0115347,0.00001229289],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9710953,0.002765381,0.002996497,0.004085943,0.0001782024,0.0004984976,0.0001306131,0.00004538974,0.01820415],"genre_scores_gemma":[0.9729879,0.004272334,0.004098136,0.00390388,0.00009700822,0.0008105181,0.0001354867,0.00009215824,0.01360255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02273077,"threshold_uncertainty_score":0.09149998,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6979915547","doi":"","title":"An Analysis of COSPA – A Consortium for Open Source in the&#13;\\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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.02981202,0.0003509963,0.000339795,0.0129523,0.007520163,0.01493339,0.001346628,0.001258147,0.008124471],"category_scores_gemma":[0.09341989,0.000383555,0.000361985,0.02420112,0.00484612,0.005839535,0.005751583,0.002550824,0.001255525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02628919,"about_ca_system_score_gemma":0.04312453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1601565,"about_ca_topic_score_gemma":0.1656835,"domain_scores_codex":[0.9396129,0.01152312,0.001664662,0.003137443,0.03891278,0.00514905],"domain_scores_gemma":[0.8297606,0.04182327,0.01637178,0.01254638,0.08575577,0.01374222],"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":[0.0001955521,0.0005340941,0.1803519,0.000267709,0.00006915687,0.0006376636,0.05520691,0.0005686462,0.001411208,0.5222815,0.1100705,0.1284052],"study_design_scores_gemma":[0.00002908176,0.00009463828,0.3612705,0.0002751173,0.00003464421,0.0002001224,0.03902979,0.00199267,0.001428946,0.007811789,0.5877425,0.00009021771],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4815919,0.001510439,0.01072754,0.01652033,0.0003277528,0.001163271,0.003530241,0.0004454154,0.484183],"genre_scores_gemma":[0.9245272,0.0006942995,0.006254706,0.002398012,0.0001522566,0.0009040346,0.003679244,0.0005149684,0.06087528],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9986534,"threshold_uncertainty_score":0.3184485,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7018664714","doi":"","title":"The Eastward Shift of Computer Hardware Production:&#13;\\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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005097856,0.0003202195,0.0001382911,0.001429167,0.0003278114,0.003346119,0.0003232642,0.0002905586,0.01469959],"category_scores_gemma":[0.00161126,0.0002222652,0.0002346718,0.00392777,0.0006708506,0.001895692,0.0008785404,0.0008904252,0.004359632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004563594,"about_ca_system_score_gemma":0.00375343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07364287,"about_ca_topic_score_gemma":0.1012048,"domain_scores_codex":[0.9995645,0.00002441203,0.00002645613,0.00009530499,0.0001867188,0.0001025828],"domain_scores_gemma":[0.9991521,0.0001065212,0.0001902883,0.00005430948,0.0003927028,0.0001040838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002679281,0.00007615914,0.07886154,0.0004869606,0.00003007452,0.0004129306,0.002518614,0.002333155,0.001578,0.06008662,0.4616322,0.3917158],"study_design_scores_gemma":[0.00001162992,0.00003134679,0.1341547,0.00008642507,0.00001064611,0.0001183424,0.001214633,0.000333346,0.001184448,0.001394833,0.8614408,0.00001883465],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2272014,0.009553105,0.004061448,0.02168307,0.001375184,0.00009259455,0.03555506,0.0007673888,0.6997108],"genre_scores_gemma":[0.4860927,0.01279869,0.003357308,0.001996567,0.0003810695,0.00006063966,0.02033802,0.0006343299,0.4743407],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07364287,"threshold_uncertainty_score":0.1464285,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7048013941","doi":"","title":"Implicit Attitudes to Work and Leisure Among North&#13;\\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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001678325,0.0002671181,0.0002741351,0.0005134027,0.001159948,0.001187726,0.0004021562,0.0004472035,0.002581118],"category_scores_gemma":[0.00299668,0.0002148765,0.0002468584,0.0003497064,0.0007278167,0.0005043424,0.0006487064,0.001038918,0.000587918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003812745,"about_ca_system_score_gemma":0.0004693515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01423026,"about_ca_topic_score_gemma":0.02370821,"domain_scores_codex":[0.9994389,0.0001269842,0.00003749783,0.00005947098,0.0002268342,0.000110206],"domain_scores_gemma":[0.9982327,0.0004236795,0.0003465378,0.0002425158,0.0004428779,0.0003116457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001035685,0.005187875,0.8691947,0.0001052913,0.00007260038,0.0003099949,0.06815476,0.00009371044,0.0132861,0.0006203562,0.0004621118,0.04147682],"study_design_scores_gemma":[0.00004132172,0.001189991,0.9746611,0.00001611858,0.00002256113,0.0002331063,0.02013298,0.0002210655,0.001409961,0.0001315957,0.001912021,0.00002821414],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998398,0.00001024291,0.0000515156,0.00001536595,0.000003288386,0.00001684918,0.00001524309,8.45825e-7,0.001488597],"genre_scores_gemma":[0.9966933,0.00003712887,0.0003237772,0.00007867516,0.00001005012,0.00004109697,0.0000615091,0.00000234772,0.002752132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01423026,"threshold_uncertainty_score":0.02829486,"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),&#13;\\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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002366524,0.0001951323,0.0001945342,0.0007751978,0.0002548919,0.0004874269,0.000272469,0.0001783706,0.001465835],"category_scores_gemma":[0.0003918968,0.0001062225,0.0001677549,0.0008611447,0.000217515,0.0002702838,0.0003239784,0.000160821,0.0007480461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006248335,"about_ca_system_score_gemma":0.0004936843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1931026,"about_ca_topic_score_gemma":0.3392231,"domain_scores_codex":[0.9998227,0.00001459642,0.00001873429,0.00006018742,0.00004901507,0.00003487726],"domain_scores_gemma":[0.9996945,0.00004247995,0.0001028776,0.00003526622,0.00007892102,0.00004608206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00027116,0.0001382254,0.9532384,0.0001723348,0.0001687141,0.0002678062,0.0006174757,0.003283178,0.004954826,0.000534051,0.01019,0.02616385],"study_design_scores_gemma":[0.000004143249,0.0000230653,0.9929765,0.000008994706,0.00001015874,0.00003690633,0.0001107496,0.0004589869,0.0005270347,0.0000173829,0.005818784,0.000007241787],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9559418,0.0002752924,0.0003204076,0.00007944436,0.00006559028,0.00001396966,0.03827439,0.00007749938,0.004951598],"genre_scores_gemma":[0.9438792,0.0005584409,0.0009327664,0.0000382579,0.00004035941,0.00002272966,0.05022367,0.00003423286,0.004270378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1931026,"threshold_uncertainty_score":0.3839572,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005848521,0.0005805286,0.0003393797,0.002522365,0.005328082,0.007911231,0.003056714,0.002434137,0.07251619],"category_scores_gemma":[0.009100353,0.0006581283,0.0006100095,0.003794461,0.003479662,0.007450537,0.004641727,0.0039478,0.02412122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01558161,"about_ca_system_score_gemma":0.03826943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.245212,"about_ca_topic_score_gemma":0.3627304,"domain_scores_codex":[0.9954781,0.0006940333,0.0001745742,0.0004492307,0.002646008,0.0005581668],"domain_scores_gemma":[0.9934261,0.00135144,0.0001620674,0.001053463,0.003523308,0.0004836633],"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":[0.00001355544,0.00001910726,0.000243011,0.0001680755,0.000002765931,0.00009286542,0.001674589,0.0002017868,0.0005116144,0.2880903,0.6149668,0.09401563],"study_design_scores_gemma":[7.081003e-7,0.000001531856,0.00005642567,0.00005647343,7.013735e-7,0.00003082645,0.0001504974,0.0000373879,0.0001072915,0.002486537,0.9970679,0.000003733871],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001180635,0.006309832,0.04554582,0.05505963,0.004454183,0.0007966134,0.00342539,0.002843789,0.880384],"genre_scores_gemma":[0.02144928,0.01404467,0.06377807,0.03183709,0.001241326,0.0006361461,0.00603287,0.002280206,0.8587004],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.245212,"threshold_uncertainty_score":0.4875695,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002056383,0.0003647093,0.0002195649,0.0006045031,0.006039464,0.001854066,0.0002901102,0.0008554086,0.02255902],"category_scores_gemma":[0.0007736919,0.0001507969,0.00008861461,0.0005756743,0.002420769,0.0009127124,0.001448217,0.002000047,0.003092054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008751782,"about_ca_system_score_gemma":0.003027387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2509903,"about_ca_topic_score_gemma":0.5151446,"domain_scores_codex":[0.999693,0.00008112561,0.000005498158,0.00005038775,0.00005090654,0.0001191001],"domain_scores_gemma":[0.9998418,0.00002669986,0.00001412591,0.000008371419,0.0000406761,0.00006830668],"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":[0.00008654161,0.00002404132,0.002626015,0.0001893158,0.00000855415,0.00144233,0.04808817,0.00008497231,0.000474368,0.1875513,0.6939149,0.06550959],"study_design_scores_gemma":[5.775115e-7,0.000001691657,0.0006779109,0.00003040841,3.445855e-7,0.00006186872,0.001115279,0.000002582346,0.00002097379,0.0004207829,0.997665,0.00000246968],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01486993,0.05255139,0.0002243802,0.02463938,0.00342578,0.00002513386,0.0004285339,0.00004476123,0.9037908],"genre_scores_gemma":[0.2049648,0.0234155,0.0002852316,0.006362943,0.0008566567,0.00003509843,0.0002151822,0.00008374541,0.7637808],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2509903,"threshold_uncertainty_score":0.4990587,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009214293,0.0003406362,0.0003433643,0.0006471638,0.0003910388,0.001700823,0.0006561673,0.0007720242,0.005773381],"category_scores_gemma":[0.006510781,0.0001692309,0.0002606266,0.001640706,0.0003980148,0.001823798,0.0005020091,0.001008227,0.0009916008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001176226,"about_ca_system_score_gemma":0.0008531311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02627875,"about_ca_topic_score_gemma":0.03524078,"domain_scores_codex":[0.9998593,0.00005135674,0.000008608558,0.00002105151,0.00003857069,0.00002109221],"domain_scores_gemma":[0.9983034,0.0009171112,0.000389686,0.0001478284,0.0001327323,0.000109277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008250051,0.0009005391,0.4878843,0.0004650194,0.0004852015,0.001958917,0.002166933,0.0494348,0.001770656,0.2374997,0.04085337,0.1757556],"study_design_scores_gemma":[0.00031009,0.0003415736,0.4715998,0.0004679391,0.0005884984,0.001284373,0.003378352,0.3198631,0.001448426,0.1381889,0.06242348,0.000105411],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9318267,0.007988557,0.008863376,0.004097389,0.0001123549,0.00005768845,0.001423131,0.0001193719,0.04551142],"genre_scores_gemma":[0.9886065,0.003278784,0.001124348,0.0001185005,0.00008245256,0.00001730381,0.001026901,0.00001477323,0.005730445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02627875,"threshold_uncertainty_score":0.05225158,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00416714,0.0004956956,0.000343771,0.002539877,0.004463983,0.01110622,0.001019561,0.001573691,0.006212684],"category_scores_gemma":[0.008348464,0.0003944269,0.0004093784,0.0021581,0.009110262,0.00738223,0.007384452,0.001806849,0.0004952845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001611644,"about_ca_system_score_gemma":0.001337533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003510066,"about_ca_topic_score_gemma":0.0034587,"domain_scores_codex":[0.9971898,0.00193233,0.00008604628,0.0002642777,0.0002434178,0.0002840065],"domain_scores_gemma":[0.9909834,0.005720122,0.001552946,0.0006198822,0.000365055,0.0007586058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001285794,0.0005902683,0.07802691,0.000469884,0.0001059359,0.002680231,0.7867566,0.00012906,0.0007408535,0.05269129,0.002879406,0.07480091],"study_design_scores_gemma":[0.0001039086,0.0003777451,0.1234775,0.001686011,0.000196866,0.003445903,0.7306274,0.0008666907,0.0008942136,0.05470291,0.08348643,0.0001345142],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8359783,0.01082763,0.002552757,0.01086178,0.0002857938,0.0001029825,0.0001022328,0.00005536233,0.1392331],"genre_scores_gemma":[0.9894544,0.004793759,0.0008254902,0.0008403714,0.00009722087,0.00006033848,0.00003420095,0.00001803709,0.00387624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01110622,"threshold_uncertainty_score":0.02203822,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6991158671","doi":"","title":"Fighting for Our Principles:&#13;\\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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03139787,0.0006917511,0.0009192769,0.002456285,0.01869243,0.03051004,0.00246061,0.009427571,0.005722016],"category_scores_gemma":[0.02227971,0.0006345859,0.0007186373,0.002364424,0.1219994,0.02520946,0.01252184,0.01510649,0.001100652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01739109,"about_ca_system_score_gemma":0.01052097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01046267,"about_ca_topic_score_gemma":0.008884337,"domain_scores_codex":[0.9534261,0.03645308,0.0008452764,0.001763657,0.003933008,0.003578873],"domain_scores_gemma":[0.9843009,0.01037534,0.001260688,0.0007949925,0.001224053,0.002044],"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":[0.00001143776,0.000011605,0.000170315,0.00003682687,0.000004975299,0.00005899399,0.01773274,0.0000988476,0.00003019662,0.9730178,0.002840199,0.005986067],"study_design_scores_gemma":[0.00002201724,0.00002237927,0.0002603381,0.0002839754,0.000006036193,0.00008177914,0.02576446,0.0003304597,0.0001015873,0.9011284,0.07197628,0.00002238794],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02899344,0.02454921,0.02903934,0.3513374,0.002132958,0.00009887776,0.00002922765,0.00006811588,0.5637514],"genre_scores_gemma":[0.9533088,0.006692045,0.005653642,0.01800949,0.001151526,0.0002011611,0.00002121511,0.0001195563,0.01484258],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03139787,"threshold_uncertainty_score":0.1660498,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}