{"meta":{"query_hash":"8660881b5b33","filters":{"venue":"MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth)"},"cohort_total":57,"direct_labels_cover":0,"predictions_cover":57,"exported":57,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/8660881b5b33","api":"https://metacan.xera.ac/api/v1/cohort?venue=MURAL+-+Maynooth+University+Research+Archive+Library+%28National+University+of+Ireland%2C+Maynooth%29"},"results":[{"id":"W1550824050","doi":"","title":"Understanding Cloud Requirements - A Supply Chain Lifecycle Approach","year":2011,"lang":"en","type":"article","venue":"MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth)","topic":"Cloud Computing and Resource Management","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Cloud computing; Supply chain; Computer science; Application lifecycle management; Process management; Scalability; Process (computing); Supply chain management; Systems engineering; Risk analysis (engineering); Business; Engineering; Database","score_opus":0.13718384338575576,"score_gpt":0.24394723434952198,"score_spread":0.10676339096376622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1550824050","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.072290935,0.00007720421,0.3067947,0.0027823457,0.00023181378,0.0009787098,0.0001981162,0.00055580185,0.61609036],"genre_scores_gemma":[0.9410628,0.00006787965,0.04403311,0.000103444145,0.00011946984,3.1779086e-7,0.00009695899,0.000027491531,0.014488538],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99574035,0.00084233563,0.00024875117,0.00087618385,0.0014734705,0.00081891846],"domain_scores_gemma":[0.9982594,0.00035784979,0.00020688039,0.0006023656,0.00016013233,0.00041334593],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009048539,0.0002865962,0.00034191128,0.0013062578,0.0011902283,0.00010706546,0.0030626224,0.00012913978,0.00029752933],"category_scores_gemma":[0.000041180527,0.00032906892,0.00025488512,0.001466174,0.0007706887,0.0007561973,0.0031974597,0.0006342092,0.000082759994],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009058833,0.0009833435,0.020653503,0.00017912661,0.00042635974,0.0005263883,0.010275232,0.0015849614,0.00015103658,0.90103436,0.061852567,0.0014272217],"study_design_scores_gemma":[0.0138269225,0.0023858557,0.089618474,0.00076553074,0.0001456508,0.00011154793,0.046683762,0.5030019,0.00034244978,0.17991373,0.16027744,0.0029267343],"about_ca_topic_score_codex":0.0005432452,"about_ca_topic_score_gemma":0.000032360764,"teacher_disagreement_score":0.86877185,"about_ca_system_score_codex":0.00035254084,"about_ca_system_score_gemma":0.0003501295,"threshold_uncertainty_score":0.99991614},"labels":[],"label_agreement":null},{"id":"W1562454435","doi":"","title":"Implicit Attitudes to Work and Leisure Among North American and Irish Individuals: A Preliminary Study","year":2009,"lang":"es","type":"article","venue":"MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth)","topic":"Social and Intergroup Psychology","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Implicit-association test; Psychology; Irish; Implicit attitude; Social psychology; Categorization; Likert scale; Association (psychology); Test (biology); Task (project management); Developmental psychology","score_opus":0.030749945401065803,"score_gpt":0.31692360914228973,"score_spread":0.28617366374122394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1562454435","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96544844,0.000089398425,0.00004064503,0.009572129,0.0000567613,0.0011764755,0.00053959136,0.00008801635,0.022988515],"genre_scores_gemma":[0.99401283,0.0007227853,0.0007001488,0.00020039096,0.00017201311,5.476564e-7,0.00009321407,0.00002218461,0.0040758923],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9946933,0.0017864201,0.0002815376,0.0010232354,0.0013291825,0.00088633597],"domain_scores_gemma":[0.99727327,0.0010791062,0.00026260535,0.00029879576,0.00028360702,0.0008026031],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0007398912,0.0003736902,0.00066736253,0.0011870912,0.0018741189,0.00022073933,0.001284577,0.00017453452,0.00024078651],"category_scores_gemma":[0.0001297024,0.00044502952,0.00016892399,0.0023802272,0.0034048713,0.0018841149,0.0013109873,0.00091127324,0.000031230375],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021668912,0.0010734376,0.93912685,0.00003670677,0.0002834847,0.00018151887,0.01643928,0.000015173684,0.000015922818,0.006494029,0.027525509,0.006641182],"study_design_scores_gemma":[0.0016323854,0.003524337,0.9299597,0.00010895844,0.00006823261,0.0000031769596,0.03424958,0.000020439515,0.0000011707759,0.00088315486,0.029137721,0.00041112475],"about_ca_topic_score_codex":0.004919942,"about_ca_topic_score_gemma":0.002582458,"teacher_disagreement_score":0.028564354,"about_ca_system_score_codex":0.00015833518,"about_ca_system_score_gemma":0.00033906518,"threshold_uncertainty_score":0.99980015},"labels":[],"label_agreement":null},{"id":"W1604787373","doi":"","title":"The Regulation of Armed Non-State Actors: Promoting the Application of the Laws of War to Conflicts Involving National Liberation Movements","year":2009,"lang":"en","type":"article","venue":"MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth)","topic":"Global Peace and Security Dynamics","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"International humanitarian law; Political science; Use of force; Law; State (computer science); Ratification; International law; Rules of engagement; Law of war; Armed conflict; Jus ad bellum; Law and economics; Sociology; Politics","score_opus":0.01930732381565689,"score_gpt":0.26896230503837115,"score_spread":0.24965498122271426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1604787373","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9532786,0.000036255846,0.0011692737,0.010108123,0.00005471307,0.0014805059,0.00042716335,0.000027360838,0.03341801],"genre_scores_gemma":[0.9966442,0.00015867624,0.00054805103,0.00007022128,0.000039232847,3.2693973e-7,0.00009503795,0.000005973078,0.002438291],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99679846,0.00071899703,0.0002689181,0.00023828776,0.0016791304,0.00029621998],"domain_scores_gemma":[0.9975985,0.000830817,0.0004118158,0.00022446581,0.00082602113,0.0001083785],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012277043,0.00011515704,0.00018504725,0.0002674574,0.001253219,0.000030143168,0.0011679399,0.000080023856,0.000028854462],"category_scores_gemma":[0.00028725373,0.000093202216,0.00014471314,0.001066796,0.0010040331,0.00082984375,0.00034885918,0.0002788856,0.0000031440552],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020943263,0.0007917485,0.047865428,0.0001802331,0.00031821066,0.0000038189946,0.111301586,0.007866651,0.039345928,0.77201736,0.011783353,0.0064313356],"study_design_scores_gemma":[0.0026228596,0.00060985173,0.7107396,0.0004121868,0.000054184486,0.0000013691714,0.043516967,0.040319987,0.0037033074,0.11115998,0.086399086,0.00046060677],"about_ca_topic_score_codex":0.0018215928,"about_ca_topic_score_gemma":0.001760762,"teacher_disagreement_score":0.66287416,"about_ca_system_score_codex":0.0001720879,"about_ca_system_score_gemma":0.00063818356,"threshold_uncertainty_score":0.9638874},"labels":[],"label_agreement":null},{"id":"W2092239985","doi":"10.1051/0004-6361/201220941","title":"Planck Intermediate Results. XI. The gas content of dark matter halos: the Sunyaev-Zeldovich-stellar mass relation for locally brightest galaxies","year":2013,"lang":"en","type":"article","venue":"MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth)","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":99,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of Toronto","funders":"","keywords":"Physics; Astrophysics; Halo; Dark matter; Galaxy; Planck; Stellar mass; Dark matter halo; Astronomy; Baryon; Star formation","score_opus":0.019687517165731305,"score_gpt":0.20395283099831693,"score_spread":0.18426531383258563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092239985","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93564016,0.00003994422,0.0021874984,0.008475944,0.00011551489,0.001778508,0.0018224989,0.000055195316,0.04988472],"genre_scores_gemma":[0.9873446,0.000038193102,0.0012030294,0.000014181812,0.00012841765,0.0000025444858,0.0013468033,0.000024543786,0.009897654],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99716944,0.00057476596,0.00042133342,0.00041695614,0.0008747669,0.0005427648],"domain_scores_gemma":[0.9966567,0.0015976562,0.00044650442,0.00044461308,0.0006778902,0.00017662066],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006259067,0.00026328373,0.00032346204,0.0004335689,0.0010484951,0.000095841744,0.0012836682,0.00008826505,0.0011037068],"category_scores_gemma":[0.000051305182,0.00021302445,0.0002726286,0.000498933,0.0013912336,0.0018190806,0.0004916197,0.0005281002,0.00017258392],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009206939,0.00012570068,0.879207,0.00006427705,0.00023949667,4.1611884e-7,0.002047366,0.0002193265,0.00017186518,0.044556867,0.07235953,0.00008742361],"study_design_scores_gemma":[0.0022443288,0.00019961304,0.95423305,0.00008460436,0.000039626386,0.0000019196711,0.0055579175,0.003964757,0.0000846168,0.027351094,0.006011221,0.00022727011],"about_ca_topic_score_codex":0.0015605687,"about_ca_topic_score_gemma":0.00009625261,"teacher_disagreement_score":0.075026,"about_ca_system_score_codex":0.00013196257,"about_ca_system_score_gemma":0.00038496312,"threshold_uncertainty_score":0.99980944},"labels":[],"label_agreement":null},{"id":"W2130547721","doi":"10.1051/0004-6361/201525813","title":"Planck 2015 resultsVI. LFI mapmaking","year":2016,"lang":"en","type":"article","venue":"MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth)","topic":"Radio Astronomy Observations and Technology","field":"Physics and Astronomy","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; McGill University; University of Toronto","funders":"Fundação para a Ciência e a Tecnologia; Office of Science; Institut National de Physique Nucléaire et de Physique des Particules; Ministério da Ciência, Tecnologia e Ensino Superior; Centre National de la Recherche Scientifique; National Aeronautics and Space Administration; China Scholarship Council; Science and Technology Facilities Council; Tekes; Partnership for Advanced Computing in Europe AISBL; European Space Agency; Max-Planck-Gesellschaft; UK Space Agency; Science Foundation Ireland; Centre National d’Etudes Spatiales; U.S. Department of Energy","keywords":"Physics; Planck; Covariance; Noise (video); Algorithm; Sky; Monte Carlo method; Astrophysics; Galaxy; Statistics; Computer science; Artificial intelligence; Mathematics","score_opus":0.024747789984876933,"score_gpt":0.2435991887323742,"score_spread":0.2188513987474973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2130547721","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41755685,0.00007516774,0.032355193,0.018115977,0.00018703521,0.0010300848,0.00582961,0.00037429668,0.5244758],"genre_scores_gemma":[0.9587343,0.00003865012,0.008142778,0.000025014155,0.00018575153,4.9753066e-7,0.00041907118,0.000028180391,0.032425772],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99748266,0.0003468623,0.00023082172,0.0005931957,0.0006855672,0.0006608988],"domain_scores_gemma":[0.9981559,0.0007173151,0.0002041004,0.00040897072,0.0002540954,0.00025962887],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003359512,0.00024467785,0.00032988944,0.00092934875,0.00072372804,0.000042078347,0.0011956512,0.00011708321,0.0030839946],"category_scores_gemma":[0.000027878312,0.0002386409,0.00021834261,0.00075049244,0.00096835487,0.0015891633,0.00076496747,0.00042954346,0.00020091621],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00094596477,0.00030261697,0.26814547,0.000025137575,0.000315114,0.00007919634,0.0003253419,0.00008354136,0.0016919967,0.5766879,0.14022174,0.011176006],"study_design_scores_gemma":[0.005667295,0.00036901532,0.094692044,0.00021960943,0.000041734078,0.0000076107817,0.003958522,0.00061005575,0.00077995326,0.0635528,0.8294455,0.0006558916],"about_ca_topic_score_codex":0.0005935084,"about_ca_topic_score_gemma":0.000068421024,"teacher_disagreement_score":0.6892237,"about_ca_system_score_codex":0.00013915035,"about_ca_system_score_gemma":0.00049981335,"threshold_uncertainty_score":0.99782735},"labels":[],"label_agreement":null},{"id":"W2142145629","doi":"10.1051/0004-6361/201220039","title":"Planck intermediate results - VI. The dynamical structure of PLCKG214.6+37.0, a Planck discovered triple system of galaxy clusters","year":2013,"lang":"en","type":"article","venue":"MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth)","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Fundação para a Ciência e a Tecnologia; Office of Science; Institut National de Physique Nucléaire et de Physique des Particules; Ministério da Ciência, Tecnologia e Ensino Superior; Ministerio de Ciencia e Innovación; Centre National de la Recherche Scientifique; National Aeronautics and Space Administration; China Scholarship Council; Science and Technology Facilities Council; Tekes; Max-Planck-Gesellschaft; UK Space Agency; Alfred P. Sloan Foundation; Centre National d’Etudes Spatiales; U.S. Department of Energy; Science Foundation Ireland; National Science Foundation","keywords":"Physics; Planck; Astrophysics; Supercluster (genetic); Galaxy; Redshift; Galaxy cluster; Astronomy; Sky; Cluster (spacecraft); Structure formation; ROSAT","score_opus":0.008753875569679622,"score_gpt":0.19669188428190015,"score_spread":0.18793800871222052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2142145629","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.976532,0.00001562028,0.00042586672,0.0006395903,0.000106482155,0.00083429925,0.0077693826,0.000040965675,0.013635807],"genre_scores_gemma":[0.9945798,0.0000121231715,0.00082801597,0.0000028264199,0.00009941069,5.204501e-7,0.0021233277,0.000021138565,0.002332828],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99677694,0.0006625037,0.00048327143,0.0004404548,0.0011017773,0.0005350335],"domain_scores_gemma":[0.9975855,0.0007532508,0.0005650507,0.00045185597,0.00040513612,0.0002392065],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00030909106,0.00028030117,0.0004842762,0.0005850337,0.0005173716,0.00004827937,0.0013588362,0.0001106379,0.0007786951],"category_scores_gemma":[0.000037321835,0.00025825403,0.00026916177,0.000732606,0.0012451585,0.0017246982,0.00079641934,0.00060980377,0.000038469654],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035228906,0.00028044358,0.877292,0.00037889153,0.00059676927,0.000002019368,0.005964019,0.0009107595,0.0008670339,0.080658205,0.02938925,0.0001377599],"study_design_scores_gemma":[0.0041170623,0.00028006276,0.9541104,0.00020362396,0.000045734618,0.000004177528,0.016756553,0.014396651,0.00014784577,0.008379801,0.0012663221,0.00029177018],"about_ca_topic_score_codex":0.0024921133,"about_ca_topic_score_gemma":0.00017781714,"teacher_disagreement_score":0.07681844,"about_ca_system_score_codex":0.000201878,"about_ca_system_score_gemma":0.0005161491,"threshold_uncertainty_score":0.99998695},"labels":[],"label_agreement":null},{"id":"W2145335150","doi":"10.1051/0004-6361/201220194","title":"Planck intermediate results VIII : Filaments between interacting clusters","year":2013,"lang":"en","type":"article","venue":"MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth)","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of Toronto","funders":"Fundação para a Ciência e a Tecnologia; Institut National de Physique Nucléaire et de Physique des Particules; Ministério da Ciência, Tecnologia e Ensino Superior; Ministerio de Ciencia e Innovación; Centre National de la Recherche Scientifique; National Aeronautics and Space Administration; China Scholarship Council; Science and Technology Facilities Council; Tekes; Centre National d’Etudes Spatiales; Partnership for Advanced Computing in Europe AISBL; Max-Planck-Gesellschaft; UK Space Agency; Science Foundation Ireland","keywords":"Physics; Astrophysics; Planck; ROSAT; Galaxy cluster; Baryon; Cluster (spacecraft); Intracluster medium; Galaxy; Context (archaeology); Intergalactic travel; Universe; Astronomy; Redshift","score_opus":0.019155336612554884,"score_gpt":0.22811306535042675,"score_spread":0.20895772873787186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2145335150","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9286155,0.0000069037446,0.0005873419,0.0013609097,0.000105089704,0.0006250847,0.0017151585,0.00009785816,0.06688613],"genre_scores_gemma":[0.98254913,0.000015725946,0.0017715177,0.000007717418,0.00022852195,7.135135e-7,0.0024883442,0.00002750613,0.012910848],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967698,0.0005657694,0.0003881436,0.0005631713,0.0009837525,0.00072936545],"domain_scores_gemma":[0.9974396,0.0010529958,0.00037850998,0.00034352904,0.00037541124,0.00040994535],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004113631,0.00029977984,0.000374279,0.0009865923,0.0009072829,0.00012254721,0.0011959788,0.00009522751,0.0028983734],"category_scores_gemma":[0.000054823922,0.00035406047,0.00022361783,0.000682508,0.0006582532,0.0038513264,0.0011453658,0.0007896562,0.00059571135],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00057166605,0.0001645049,0.92693824,0.00004933045,0.00028573323,0.00000214886,0.0031014897,0.00012966372,0.000094174924,0.0067225583,0.061341114,0.0005993545],"study_design_scores_gemma":[0.0029302905,0.0001951231,0.9610605,0.0001376254,0.00002738411,0.0000020887685,0.00983325,0.003908421,0.000056443674,0.0071718446,0.01430619,0.00037082058],"about_ca_topic_score_codex":0.002235933,"about_ca_topic_score_gemma":0.00005529432,"teacher_disagreement_score":0.05397528,"about_ca_system_score_codex":0.00025486987,"about_ca_system_score_gemma":0.00037899546,"threshold_uncertainty_score":0.99989116},"labels":[],"label_agreement":null},{"id":"W2160568967","doi":"10.1051/0004-6361/201321299","title":"Planck intermediate results - XIII. Constraints on peculiar velocities","year":2014,"lang":"en","type":"article","venue":"MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth)","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Fundação para a Ciência e a Tecnologia; Institut National de Physique Nucléaire et de Physique des Particules; Ministério da Ciência, Tecnologia e Ensino Superior; Ministerio de Ciencia e Innovación; Partenariat Canadien Contre Le Cancer; Centre National de la Recherche Scientifique; National Aeronautics and Space Administration; China Scholarship Council; Science and Technology Facilities Council; Tekes; Centre National d’Etudes Spatiales; Partnership for Advanced Computing in Europe AISBL; Max-Planck-Gesellschaft; UK Space Agency; Science Foundation Ireland","keywords":"Physics; Cosmic microwave background; Planck; Astrophysics; Peculiar velocity; Redshift; Galaxy cluster; Galaxy; Local Group; Astronomy; Milky Way; Quantum mechanics","score_opus":0.015348059221522775,"score_gpt":0.21280979015963156,"score_spread":0.1974617309381088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2160568967","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7257174,0.0000065086915,0.00092592626,0.0013861172,0.00011968841,0.0004123188,0.002810086,0.0001207589,0.26850116],"genre_scores_gemma":[0.9846931,0.00002234214,0.0012330803,0.0000148760855,0.00022697813,3.8385377e-7,0.0018117109,0.00002421207,0.011973303],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99680156,0.0006494827,0.00029885498,0.0005484624,0.0010577369,0.00064392015],"domain_scores_gemma":[0.99781555,0.00090259884,0.00026820353,0.00035565754,0.00030807895,0.00034993177],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005480112,0.00029427253,0.00035574977,0.0009038731,0.0009232785,0.000073110525,0.0010294232,0.00009734938,0.0021433586],"category_scores_gemma":[0.000068973764,0.00034452768,0.00021677162,0.0005451473,0.0016184526,0.0014798389,0.0005607335,0.0006844477,0.00039444453],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022767037,0.00036126774,0.46853122,0.00007588483,0.00028373342,0.0000039031775,0.0037570624,0.00034683954,0.000081206235,0.44211474,0.08120803,0.00095942133],"study_design_scores_gemma":[0.004541558,0.00046862612,0.908536,0.00014752749,0.000026235615,0.000003277679,0.008102708,0.0039735767,0.00009522662,0.027325563,0.046297416,0.00048226502],"about_ca_topic_score_codex":0.00046292285,"about_ca_topic_score_gemma":0.00005064656,"teacher_disagreement_score":0.44000483,"about_ca_system_score_codex":0.00018040216,"about_ca_system_score_gemma":0.00047567376,"threshold_uncertainty_score":0.9999007},"labels":[],"label_agreement":null},{"id":"W2580432304","doi":"","title":"A Forum for the Practice of Musicology in Ireland","year":2008,"lang":"en","type":"article","venue":"MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth)","topic":"Musicology and Musical Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Irish; Musicology; Musical; Media studies; History; Diversity (politics); Music history; Music education; Politics; Sociology; Library science; Visual arts; Political science; Art; Law; Anthropology; Pedagogy; Linguistics","score_opus":0.05367732645235737,"score_gpt":0.25206522171290435,"score_spread":0.19838789526054698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2580432304","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3369917,0.00045483778,0.0022384354,0.057012483,0.00033549883,0.0022069374,0.0022778702,0.00011395887,0.5983683],"genre_scores_gemma":[0.9638522,0.00046448878,0.0014379823,0.0005721324,0.0001673603,0.0000012471492,0.0002233648,0.000017850627,0.033263337],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99782455,0.00056093786,0.00023356164,0.0003658883,0.00055788254,0.00045720057],"domain_scores_gemma":[0.9945756,0.0044390294,0.00020917477,0.00022773076,0.0004261346,0.00012229812],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00050758745,0.00016433002,0.00035949342,0.0007870377,0.0012163125,0.00002125838,0.0008523142,0.00011191218,0.0026751643],"category_scores_gemma":[0.0002525733,0.00014881871,0.0002658071,0.00039337217,0.0027935638,0.0010952249,0.0004890237,0.00051469816,0.00003024777],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004548318,0.0007396091,0.010456688,0.00008640682,0.0004643766,0.00020754953,0.015218069,0.00036548765,0.00011540084,0.793902,0.17309521,0.0008009022],"study_design_scores_gemma":[0.0027203478,0.0005253961,0.011563772,0.00003949815,0.00008646996,0.00001428186,0.021760872,0.002687967,0.000022015234,0.00942379,0.9509416,0.00021399156],"about_ca_topic_score_codex":0.0020772978,"about_ca_topic_score_gemma":0.0034199546,"teacher_disagreement_score":0.7844782,"about_ca_system_score_codex":0.000071131064,"about_ca_system_score_gemma":0.00042400596,"threshold_uncertainty_score":0.99992025},"labels":[],"label_agreement":null},{"id":"W2610550548","doi":"10.13025/27350","title":"Molecular simulations of carbohydrates and protein–carbohydrate interactions: motivation, issues and prospects","year":2010,"lang":"en","type":"article","venue":"MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth)","topic":"Glycosylation and Glycoproteins Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Hospital for Sick Children; Queen's University; Science Foundation Ireland","keywords":"Glycan; Computational biology; Carbohydrate; Molecular dynamics; Chemistry; Computer science; Biochemical engineering; Nanotechnology; Biochemistry; Biology; Computational chemistry; Materials science; Glycoprotein; Engineering","score_opus":0.013780377447635139,"score_gpt":0.25420709364550736,"score_spread":0.24042671619787223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2610550548","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9905799,0.00010016429,0.00036074736,0.0013451284,0.000019194273,0.0006033608,0.000352755,0.00002067323,0.0066180686],"genre_scores_gemma":[0.9919567,0.00014482789,0.0032749784,0.000015821584,0.000042818687,6.4422085e-7,0.00038226906,0.000016998401,0.0041649537],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99835557,0.00028174272,0.00016282327,0.00042521558,0.00050118513,0.00027346553],"domain_scores_gemma":[0.9988258,0.00016564505,0.00011871815,0.0002399007,0.0004540256,0.00019594668],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023510671,0.00015855354,0.00018917074,0.0006054098,0.00037833626,0.000041054234,0.00034174655,0.0001218056,0.0001894178],"category_scores_gemma":[0.00025858128,0.0001827357,0.000071572926,0.00047057227,0.0009253184,0.00015671684,0.00057305174,0.00041429602,0.0000038118774],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00075951684,0.00018936243,0.032703586,0.000112688234,0.00014123066,0.000033420554,0.0003597403,0.0003480267,0.93176633,0.032125846,0.001091272,0.00036897938],"study_design_scores_gemma":[0.010737004,0.0026367402,0.26335037,0.00047291763,0.00011277746,0.00007652704,0.0054024095,0.037239324,0.41665995,0.037701946,0.22381315,0.0017968632],"about_ca_topic_score_codex":0.00042450172,"about_ca_topic_score_gemma":0.00031344616,"teacher_disagreement_score":0.5151064,"about_ca_system_score_codex":0.00001767552,"about_ca_system_score_gemma":0.00026405865,"threshold_uncertainty_score":0.7451745},"labels":[],"label_agreement":null},{"id":"W2776597027","doi":"10.17615/4xr8-gp35","title":"Genetic influences on schizophrenia and subcortical brain volumes: Large-scale proof of concept","year":2016,"lang":"en","type":"article","venue":"MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth)","topic":"Genetic Associations and Epidemiology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Scottish Mental Health Research Network; National Center for Research Resources; National Institute of Biomedical Imaging and Bioengineering; National Institute of Mental Health; Strategic Research Council; National Health and Medical Research Council; Knut och Alice Wallenbergs Stiftelse; European Commission; Canadian Institutes of Health Research; Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital; Stanley Center for Psychiatric Research, Broad Institute; National Institutes of Health; Biogen; Højteknologifonden; Ramsay Health Care; H. Lundbeck A/S; Medical Research Council; Academy of Finland; Servier; Tartu Ülikool; Uppsala Universitet; University of New South Wales; Radboud Universitair Medisch Centrum; Universitair Medisch Centrum Groningen; Biomedical Research Council; Universitetet i Bergen; Karolinska Institutet; Lundbeckfonden; Accare; National Cancer Institute; European Regional Development Fund; Max-Planck-Gesellschaft; Bergens Forskningsstiftelse; Svenska Forskningsrådet Formas; Vrije Universiteit Amsterdam; Stockholms Läns Landsting; Norges Forskningsråd; National Medical Research Council; Universiteit Leiden; Australian Schizophrenia Research Bank; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Deutsche Forschungsgemeinschaft; Genentech; Broad Institute; Australian Government; Agency for Science, Technology and Research; Northern California Institute for Research and Education; Strategiske Forskningsråd; ZonMw; Centre d'Imagerie BioMédicale; Eisai; Leids Universitair Medisch Centrum; Riksbankens Jubileumsfond; Foundation for the National Institutes of Health; National Alliance for Research on Schizophrenia and Depression; Hersenstichting; U.S. Department of Defense; Commonwealth Scientific and Industrial Research Organisation; National Institute for Health and Care Research; Pratt Foundation; NHS Blood and Transplant; Sylvia and Charles Viertel Charitable Foundation; Seventh Framework Programme; Novartis Pharmaceuticals Corporation; University of California, San Diego; Wellcome Trust; Johns Hopkins University; Pfizer; Universität Greifswald; Australian Research Council; BioClinica; University of Melbourne; Science for Life Laboratory; Akademiska Sjukhuset; Harvard University; Bundesministerium für Bildung und Forschung; Medpace; Stanley Medical Research Institute; Synarc; Max Planck Instituut voor Psycholinguïstiek; University of Southern California; Science Foundation Ireland; National Science Foundation; Scottish Funding Council; Massachusetts General Hospital; GlaxoSmithKline; Radboud Universiteit; Eli Lilly and Company; Alzheimer's Disease Neuroimaging Initiative; Max-Planck-Förderstiftung; Autism Speaks; Bristol-Myers Squibb; IXICO; Alfried Krupp von Bohlen und Halbach-Stiftung; Alzheimer's Association; British Medical Association; U.S. Department of Veterans Affairs; Vetenskapsrådet; Universiteit Utrecht; Aarhus Universitet; Meso Scale Diagnostics","keywords":"Schizophrenia (object-oriented programming); Heritability; Genetic architecture; Brain size; Genome-wide association study; Genetic association; Imaging genetics; Neuroimaging; Genetic correlation; Psychology; Genetic variation; Neuroscience; Psychiatry; Phenotype; Medicine; Genetics; Biology; Single-nucleotide polymorphism; Gene; Genotype","score_opus":0.014972732165915784,"score_gpt":0.2451096363696843,"score_spread":0.23013690420376853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2776597027","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9806263,0.00011451049,0.004075708,0.0021737644,0.000020484766,0.00027491953,0.0007003564,0.000016241176,0.011997743],"genre_scores_gemma":[0.98160577,0.0002134176,0.005325036,0.000067945606,0.00005593146,2.7261297e-7,0.00009725501,0.000017581151,0.012616764],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99811816,0.0005242273,0.00017610968,0.0004395606,0.00037145737,0.00037049624],"domain_scores_gemma":[0.99887365,0.0004125669,0.0001431529,0.00021981607,0.00015612593,0.0001946581],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028009102,0.00014815522,0.00024400208,0.00030328546,0.00023778251,0.0000083213135,0.00043961644,0.0001582621,0.0003753846],"category_scores_gemma":[0.00022134942,0.0001368972,0.000110239824,0.00022568883,0.0010803451,0.000042886004,0.0004980155,0.00015803975,0.000013287347],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003929119,0.00061835203,0.8343002,0.00009049463,0.00042231157,0.00005743699,0.0006965978,0.00038263822,0.03577495,0.020356122,0.09452357,0.008848195],"study_design_scores_gemma":[0.0055941776,0.0019234796,0.899966,0.00013504825,0.000035742483,0.00001336367,0.0019023604,0.0011133513,0.0034925523,0.004369042,0.08101958,0.0004352749],"about_ca_topic_score_codex":0.00008542203,"about_ca_topic_score_gemma":0.00014192692,"teacher_disagreement_score":0.06566582,"about_ca_system_score_codex":0.000028068556,"about_ca_system_score_gemma":0.00027399283,"threshold_uncertainty_score":0.5582506},"labels":[],"label_agreement":null},{"id":"W2900768920","doi":"","title":"Building a data sharing model for global genomic research","year":2014,"lang":"en","type":"article","venue":"MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth)","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Office of the Privacy Commissioner of Canada","funders":"","keywords":"Data sharing; Computer science; Data science; Mechanism (biology); Big data; Business; Information privacy; Internet privacy; Knowledge management; Data mining","score_opus":0.510883419816031,"score_gpt":0.4954144996399821,"score_spread":0.01546892017604895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900768920","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35362524,0.00030237882,0.24109463,0.038520105,0.00022155276,0.005417162,0.009218562,0.00055153255,0.35104886],"genre_scores_gemma":[0.77824205,0.0008348302,0.16972615,0.00024905146,0.0004457705,0.0000015692632,0.0018269037,0.00009014716,0.048583522],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99205494,0.0007963023,0.00043372661,0.0017253015,0.0035995876,0.0013901563],"domain_scores_gemma":[0.9822147,0.012604906,0.00020198485,0.0019199312,0.0019813767,0.0010771283],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.009102458,0.00030150855,0.00062185363,0.0013206776,0.0015667044,0.00012838532,0.004853174,0.0004647718,0.00033953754],"category_scores_gemma":[0.004515377,0.0003511645,0.0003159623,0.0015273736,0.0025832835,0.0015213555,0.008245172,0.003036904,0.00009197609],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007073122,0.000594431,0.031655435,0.0007966385,0.0003583285,0.0001474494,0.0004911794,0.0014825893,0.0018719475,0.91917735,0.034101177,0.0022503373],"study_design_scores_gemma":[0.005089477,0.0008116508,0.015263898,0.00045739845,0.000063963584,0.000022035725,0.0012616578,0.50671476,0.00006283949,0.4135322,0.056341372,0.0003787577],"about_ca_topic_score_codex":0.00064596103,"about_ca_topic_score_gemma":0.00057924475,"teacher_disagreement_score":0.50564516,"about_ca_system_score_codex":0.000682137,"about_ca_system_score_gemma":0.0027730742,"threshold_uncertainty_score":0.999894},"labels":[],"label_agreement":null},{"id":"W2905318219","doi":"","title":"Mother Tongue as the Language of Mothering and Homing Practice in Betty Quan’s Mother Tongue and Hiromi Goto’s Chorus of Mushrooms.Survival Strategies and Identity Construction of Migrant and Refugee Mothers","year":2016,"lang":"en","type":"article","venue":"MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth)","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"First language; Gender studies; Refugee; Immigration; Chinese americans; Subjectivity; Ethnic group; Sociology; Identity (music); Linguistics; History; Aesthetics; Art; Anthropology; Philosophy","score_opus":0.0201665678795651,"score_gpt":0.25627150194543635,"score_spread":0.23610493406587124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905318219","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98432904,0.00022274406,0.000052519215,0.001014422,0.000023715473,0.00028696272,0.00037732793,0.000010353138,0.013682922],"genre_scores_gemma":[0.99680686,0.0010332762,0.000364558,0.000012955689,0.00002553811,2.0032846e-7,0.000006498638,0.000013033072,0.0017370549],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9984246,0.00046144213,0.00020793731,0.0002797209,0.00042084605,0.00020548872],"domain_scores_gemma":[0.99851626,0.00086458353,0.00023833256,0.00013981342,0.00015528644,0.00008570292],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052571465,0.00014640254,0.00030136196,0.0004107792,0.0002723182,0.000058967038,0.00023518316,0.00006539599,0.00030024874],"category_scores_gemma":[0.00009004285,0.00012082607,0.000054749842,0.00013408327,0.002572199,0.0020027296,0.00033314124,0.00020201554,7.674622e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029469351,0.00032534503,0.095097646,0.0006319823,0.00056199776,0.00006828382,0.08515567,0.000029382833,0.024222136,0.78375065,0.0002511949,0.00695874],"study_design_scores_gemma":[0.0093750525,0.0012412809,0.3988617,0.0010558815,0.00018633102,0.000044403874,0.50657773,0.0010911942,0.0023724122,0.04531093,0.033087395,0.00079568377],"about_ca_topic_score_codex":0.009053932,"about_ca_topic_score_gemma":0.005688061,"teacher_disagreement_score":0.73843974,"about_ca_system_score_codex":0.000034383178,"about_ca_system_score_gemma":0.0001354915,"threshold_uncertainty_score":0.9975449},"labels":[],"label_agreement":null},{"id":"W2948024621","doi":"","title":"Gene Patents and the Marginalisation of Ethical Issues.","year":2019,"lang":"en","type":"article","venue":"MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth)","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Patentability; Supreme court; Patent troll; Legislation; Political science; Law; Patent law; Directive; Health law; Common law; Business; Health care; Intellectual property; Health policy","score_opus":0.030709758141611712,"score_gpt":0.27299922043907926,"score_spread":0.24228946229746756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2948024621","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83989966,0.00036313685,0.00085427955,0.10685974,0.00010008923,0.0014162993,0.00043551254,0.00006471287,0.05000654],"genre_scores_gemma":[0.98263544,0.0010582276,0.0028234108,0.0002046589,0.000058942085,1.1789035e-7,0.00039999656,0.000013429626,0.012805749],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99724823,0.0006484663,0.0001911977,0.00033491268,0.0013078934,0.0002692936],"domain_scores_gemma":[0.99825996,0.00078830746,0.00014766563,0.0002332434,0.00035798474,0.00021284961],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000974421,0.00013503133,0.0003514999,0.00050535536,0.00028940866,0.000016908582,0.0003617061,0.00028471608,0.00094256876],"category_scores_gemma":[0.00007960803,0.000111215806,0.00015965982,0.00055191823,0.003563635,0.00036672904,0.00048595967,0.0009828833,0.000027610897],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.022298023,0.00060931244,0.10646683,0.0010884815,0.0007777752,0.00019004986,0.0059916684,0.00014156412,0.010014624,0.82413137,0.022891395,0.0053989147],"study_design_scores_gemma":[0.03129386,0.0016040886,0.6844282,0.00078396004,0.00024988892,0.00009746401,0.008727703,0.029605923,0.0017712357,0.081244305,0.159587,0.00060635654],"about_ca_topic_score_codex":0.00061084476,"about_ca_topic_score_gemma":0.000023006913,"teacher_disagreement_score":0.7428871,"about_ca_system_score_codex":0.00006326165,"about_ca_system_score_gemma":0.0004161257,"threshold_uncertainty_score":0.99997073},"labels":[],"label_agreement":null},{"id":"W3099082032","doi":"","title":"Updated Design of the CMB Polarization Experiment Satellite LiteBIRD","year":2020,"lang":"en","type":"article","venue":"MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth)","topic":"Cosmology and Gravitation Theories","field":"Physics and Astronomy","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cosmic microwave background; Physics; Gravitational wave; Polarization (electrochemistry); Lagrangian point; Sky; Satellite; Astronomy; Optics","score_opus":0.028692442805052832,"score_gpt":0.23771248544046708,"score_spread":0.20902004263541424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3099082032","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6408685,0.00040555393,0.18165353,0.036150753,0.00031569568,0.003747427,0.006224544,0.00033532758,0.1302987],"genre_scores_gemma":[0.9899304,0.0000142145645,0.0050894637,0.00008470021,0.00005692924,1.9928166e-7,0.0005123422,0.000014503263,0.004297254],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99778813,0.00088346977,0.00017705088,0.0003257271,0.0005546886,0.00027092278],"domain_scores_gemma":[0.9987404,0.00046412984,0.00018460378,0.00019881841,0.0002443269,0.00016773319],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022898865,0.00015680438,0.00022625216,0.00025299657,0.00054164324,0.000023743423,0.0007999967,0.000067451234,0.0011870494],"category_scores_gemma":[0.000029032028,0.00015650985,0.00016925609,0.000847528,0.0008414571,0.00071375875,0.00055683596,0.00038295085,0.0000406165],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002407497,0.00029070862,0.17281495,0.00004892952,0.0003359118,0.00001897287,0.004944264,0.0013275513,0.008511853,0.7949069,0.013267463,0.0011249937],"study_design_scores_gemma":[0.009698243,0.0014125869,0.35140973,0.00026113997,0.00021164663,0.000006017624,0.039272238,0.008299074,0.024615882,0.42525053,0.1382276,0.0013353208],"about_ca_topic_score_codex":0.00021055677,"about_ca_topic_score_gemma":0.00000481867,"teacher_disagreement_score":0.36965638,"about_ca_system_score_codex":0.000036939575,"about_ca_system_score_gemma":0.0003866283,"threshold_uncertainty_score":0.999726},"labels":[],"label_agreement":null},{"id":"W3122231952","doi":"","title":"An ethics safe harbor for international genomics research?","year":2013,"lang":"en","type":"article","venue":"MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth)","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Data sharing; Corporate governance; Research ethics; Agency (philosophy); Political science; Engineering ethics; Enforcement; Public relations; Information ethics; Data governance; Data Protection Act 1998; Directive; Business; Public administration; Engineering; Medicine; Sociology; Law; Social science; Data quality; Computer science","score_opus":0.36140101067932334,"score_gpt":0.476702011719987,"score_spread":0.11530100104066365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122231952","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42856875,0.00022520414,0.012768697,0.1578408,0.00065360725,0.007915084,0.0052413954,0.00050370494,0.38628274],"genre_scores_gemma":[0.7955709,0.003351166,0.09211845,0.00091072975,0.0010617647,0.0000069722587,0.0024486957,0.00015202757,0.10437927],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.991241,0.0016803588,0.00046188588,0.0011111585,0.0043332977,0.001172303],"domain_scores_gemma":[0.9699427,0.020708045,0.00021968754,0.0009169229,0.0069528734,0.0012597828],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.006492911,0.00029876688,0.0005274767,0.0021564597,0.0015744439,0.0001785741,0.0026209955,0.0007344094,0.004280841],"category_scores_gemma":[0.006554311,0.0003395928,0.0003900798,0.0011621864,0.0035591614,0.0022121244,0.001687588,0.005730676,0.0004505704],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012139617,0.0024416693,0.03586445,0.0009760633,0.00094644027,0.00042253933,0.0041296137,0.00028309194,0.013751932,0.70916986,0.21674599,0.0031287523],"study_design_scores_gemma":[0.010127877,0.0036517754,0.08301838,0.00064534735,0.00008052276,0.000028758232,0.016130297,0.023710515,0.0010430337,0.2408586,0.61986816,0.00083671906],"about_ca_topic_score_codex":0.0014936804,"about_ca_topic_score_gemma":0.00038932497,"teacher_disagreement_score":0.46831125,"about_ca_system_score_codex":0.00067302946,"about_ca_system_score_gemma":0.004565543,"threshold_uncertainty_score":0.9999056},"labels":[],"label_agreement":null},{"id":"W3122767132","doi":"","title":"Towards an ethics safe harbor for global biomedical research","year":2014,"lang":"en","type":"article","venue":"MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth)","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Engineering ethics; Bioethics; Research ethics; Environmental ethics; Political science; Engineering; Law; Philosophy","score_opus":0.09940696110269599,"score_gpt":0.3662110862455122,"score_spread":0.2668041251428162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122767132","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15694787,0.000336822,0.15425812,0.32774815,0.0006696127,0.0054289717,0.0064207623,0.00069939316,0.3474903],"genre_scores_gemma":[0.9284469,0.00052134285,0.052738942,0.000576264,0.0007507779,0.000001326184,0.0030877034,0.0000592454,0.013817501],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99282795,0.0017706811,0.00030381035,0.0008162005,0.0033714822,0.00090988126],"domain_scores_gemma":[0.99472463,0.0020912865,0.00013575164,0.00046893573,0.0014473542,0.001132022],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.003975113,0.0002538579,0.00048644768,0.0011629056,0.0014494765,0.000064066815,0.0010399569,0.00068853784,0.0007589567],"category_scores_gemma":[0.0008141899,0.00025930494,0.00029874864,0.001629572,0.005971048,0.00088424754,0.0008223216,0.0021338095,0.000057912806],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0067818644,0.0012165585,0.0041491888,0.0006705759,0.00028772152,0.0001523156,0.0015089542,0.000035814734,0.0017308806,0.9199085,0.04898638,0.014571223],"study_design_scores_gemma":[0.0068636094,0.0030692737,0.054162856,0.0003511756,0.00007443078,0.000030434741,0.0031313417,0.020296333,0.0001340689,0.10930961,0.802163,0.000413844],"about_ca_topic_score_codex":0.00072175026,"about_ca_topic_score_gemma":0.0001842638,"teacher_disagreement_score":0.8105989,"about_ca_system_score_codex":0.0003812996,"about_ca_system_score_gemma":0.0029817733,"threshold_uncertainty_score":0.99998593},"labels":[],"label_agreement":null},{"id":"W3157748387","doi":"","title":"Genetically Modified Crops, Agricultural Sustainability and National Opt-Outs: Enclosure As the Loophole?","year":2017,"lang":"en","type":"article","venue":"MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth)","topic":"Genetically Modified Organisms Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Queen's University; Queen's University Belfast; Leverhulme Trust","keywords":"Sustainability; Agricultural biodiversity; Context (archaeology); Business; Natural resource economics; Agriculture; Precautionary principle; Directive; Liability; Agricultural biotechnology; Economics; Biotechnology; Geography; Ecology; Biology","score_opus":0.028381115207489562,"score_gpt":0.24791095392480733,"score_spread":0.21952983871731777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3157748387","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9034735,0.000075115124,0.000058284135,0.028939376,0.00003618618,0.00080801896,0.0008026622,0.00006418999,0.0657427],"genre_scores_gemma":[0.98402447,0.00023407392,0.000719836,0.000092215225,0.00015487488,7.996099e-7,0.00025978844,0.000004969614,0.01450899],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99530345,0.00087498577,0.00023149446,0.0007935716,0.00201979,0.00077668246],"domain_scores_gemma":[0.99644625,0.0013853455,0.0001892001,0.0002900825,0.0011974513,0.0004916703],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0009422756,0.0002874021,0.0003169324,0.00015657335,0.003701862,0.00040007618,0.0026188886,0.00022147225,0.0015333479],"category_scores_gemma":[0.0006975145,0.00015825886,0.00021077927,0.00048479903,0.0031811062,0.0011212619,0.0025907387,0.0008549547,0.00009224168],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008312589,0.00216466,0.17680466,0.00038331738,0.00096524326,0.0008978681,0.0041883253,0.0014364504,0.09775891,0.5969337,0.07233242,0.037821826],"study_design_scores_gemma":[0.0012165062,0.00053569017,0.91972303,0.000036506382,0.000023316497,0.000031389685,0.004952242,0.0011861469,0.00045688002,0.037661232,0.033785187,0.00039186905],"about_ca_topic_score_codex":0.0026920368,"about_ca_topic_score_gemma":0.00086302235,"teacher_disagreement_score":0.7429184,"about_ca_system_score_codex":0.00020407261,"about_ca_system_score_gemma":0.00054604583,"threshold_uncertainty_score":0.9995317},"labels":[],"label_agreement":null},{"id":"W3201388675","doi":"","title":"Third World Approaches to International Law Review:A Journal for a Community","year":2021,"lang":"en","type":"article","venue":"MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth)","topic":"Human Rights and Development","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor; York University","funders":"","keywords":"International law; Face (sociological concept); Political science; Space (punctuation); Law; Sociology; Law and economics; Social science","score_opus":0.19407092157640587,"score_gpt":0.3236354845671737,"score_spread":0.12956456299076785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201388675","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010399317,0.00028753534,0.0027269481,0.059027787,0.0003226194,0.001021603,0.0008683366,0.00010104135,0.9252448],"genre_scores_gemma":[0.27435067,0.0056392984,0.07459435,0.003871734,0.0009971968,0.0000029524883,0.0020099597,0.00007374315,0.6384601],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99563587,0.0017860974,0.00024119532,0.0003594084,0.0014282877,0.00054912217],"domain_scores_gemma":[0.99715513,0.0012029582,0.00015496372,0.00024474296,0.0007192408,0.000522937],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019609241,0.0001720934,0.00032549357,0.00067873707,0.0038249434,0.0001617196,0.00158675,0.00008698243,0.0021932395],"category_scores_gemma":[0.00025285815,0.00018986547,0.0002721387,0.00091089925,0.0009809803,0.0013785153,0.00091294694,0.0008694578,0.00006760349],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004600564,0.0002887386,0.0012689246,0.00012110843,0.00016853545,0.00011922968,0.0060560587,0.000040485935,0.000026730684,0.74191654,0.24872941,0.000804193],"study_design_scores_gemma":[0.0009816571,0.00009102882,0.002527389,0.00038037493,0.000021707827,0.000008868668,0.010558543,0.000073248295,0.000035086618,0.03933895,0.9457511,0.00023206387],"about_ca_topic_score_codex":0.0010565982,"about_ca_topic_score_gemma":0.007871066,"teacher_disagreement_score":0.7025776,"about_ca_system_score_codex":0.00038017507,"about_ca_system_score_gemma":0.001741672,"threshold_uncertainty_score":0.9987189},"labels":[],"label_agreement":null},{"id":"W3209758920","doi":"","title":"A Contextual Application of The Unicity and Universality of Christ in the Context of Religious Pluralism: A Lubacian Hermeneutic.","year":2020,"lang":"en","type":"dissertation","venue":"MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth)","topic":"Biblical Studies and Interpretation","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Toronto; St. John's University","keywords":"Pluralism (philosophy); Humanity; Religious pluralism; Christianity; Politics; Context (archaeology); Epistemology; Philosophy; Religious studies; Sociology; Environmental ethics; Theology; Political science; Law; History","score_opus":0.025255988298133827,"score_gpt":0.2395895645612943,"score_spread":0.21433357626316046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209758920","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74786973,0.00080857833,0.000063317195,0.0058534895,0.00011418976,0.00195319,0.004055962,0.000034973593,0.23924656],"genre_scores_gemma":[0.99659115,0.00081373344,0.00006241039,0.000100948884,0.000032909862,4.875212e-7,0.0004844478,0.000013858345,0.0019000701],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9975224,0.0006251785,0.00037655595,0.00035884732,0.00088323205,0.00023376201],"domain_scores_gemma":[0.9977746,0.0007737009,0.0005976609,0.00025820467,0.00051614916,0.00007968583],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033894877,0.00021634826,0.000510941,0.0004975584,0.00041161064,0.000025598749,0.0010537666,0.00014177171,0.00019474614],"category_scores_gemma":[0.00008358883,0.00018150242,0.00025705088,0.00050232396,0.0020487502,0.00045410826,0.0003677698,0.0006186692,0.000002799276],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003941587,0.00033315126,0.006608694,0.00074889726,0.00031397192,0.000014416709,0.1066067,0.000020202866,0.0006255193,0.86713284,0.011330907,0.00232312],"study_design_scores_gemma":[0.00496548,0.00133087,0.09832032,0.0011702827,0.0003072655,0.000004149649,0.5677539,0.0029249338,0.0007477496,0.020238651,0.30153483,0.00070158165],"about_ca_topic_score_codex":0.009009592,"about_ca_topic_score_gemma":0.011576896,"teacher_disagreement_score":0.8468942,"about_ca_system_score_codex":0.000073805815,"about_ca_system_score_gemma":0.00028727535,"threshold_uncertainty_score":0.99758947},"labels":[],"label_agreement":null},{"id":"W6981241829","doi":"","title":"Dunsink LandfillA Study Of The Health Effects Of Living In Close Proximity To A Landfill And The Public Perception Of Landfills","year":2006,"lang":"en","type":"other","venue":"MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth)","topic":"Pancreatitis Pathology and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Viewpoints; Perception; Public health; Public participation; Order (exchange)","score_opus":0.013730436138994977,"score_gpt":0.2515315379537051,"score_spread":0.23780110181471012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981241829","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8911925,0.0004246296,0.00006244502,0.002514575,0.000053228403,0.003841822,0.001034029,0.00003751748,0.10083928],"genre_scores_gemma":[0.9489149,0.0005656038,0.00057982263,0.000035008736,0.000034543842,0.0000012061003,0.00012364297,0.000042151943,0.04970316],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99658483,0.0016512172,0.00026745012,0.0003975189,0.00078676274,0.000312204],"domain_scores_gemma":[0.99759454,0.001356971,0.00038782862,0.0003781759,0.0001415361,0.00014092914],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005874507,0.00022036428,0.0007970925,0.0011493431,0.00018884579,0.0000069337866,0.00045222722,0.00016532467,0.00013756522],"category_scores_gemma":[0.00023085793,0.0001634971,0.00017154995,0.00073418947,0.0010782803,0.0001714655,0.00064087455,0.00049059186,0.000002914691],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035534545,0.002227749,0.9343123,0.001346059,0.000585643,0.00018632568,0.0057765925,0.000009218976,0.00010251934,0.007039158,0.043984074,0.0008769524],"study_design_scores_gemma":[0.008388312,0.001807092,0.97591317,0.0022653604,0.00014323958,0.000024616773,0.003617432,0.000076761506,0.00002066345,0.00040258377,0.0071616545,0.00017912302],"about_ca_topic_score_codex":0.007879086,"about_ca_topic_score_gemma":0.004753431,"teacher_disagreement_score":0.05772239,"about_ca_system_score_codex":0.000113958784,"about_ca_system_score_gemma":0.0005434113,"threshold_uncertainty_score":0.99872756},"labels":[],"label_agreement":null},{"id":"W6981695472","doi":"","title":"Examining the Use of Cognitive Assessments in Clinical and Healthy Populations: A Focuson Spatial Cognition","year":2022,"lang":"en","type":"other","venue":"MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth)","topic":"Information Systems Education and Curriculum Development","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognition; Spatial cognition; Dementia; Episodic memory; Montreal Cognitive Assessment; Cognitive test; Population; Alzheimer's disease; Spatial memory","score_opus":0.17409147198897523,"score_gpt":0.3464356461732119,"score_spread":0.17234417418423664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981695472","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04539207,0.00045076973,0.0976267,0.0066443277,0.0012075248,0.007092391,0.005351501,0.0004793999,0.8357553],"genre_scores_gemma":[0.6098786,0.0027819003,0.06763288,0.0009585571,0.00036818895,0.000012401302,0.0069740387,0.00024891167,0.3111445],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958428,0.0017441098,0.00043842386,0.0004886968,0.0011680771,0.00031787652],"domain_scores_gemma":[0.99744576,0.0012988952,0.0005931758,0.00027153105,0.00022487143,0.00016575676],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009196584,0.00020479847,0.00037681108,0.0016202905,0.0004607194,0.000078983234,0.0009112322,0.00015528516,0.0013530322],"category_scores_gemma":[0.00015604611,0.00021377603,0.00010605333,0.0010144188,0.00056860765,0.0013161154,0.001247533,0.0007285916,0.000021073725],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001477876,0.0011676053,0.28751397,0.0004743272,0.0005252293,0.00014524386,0.008320868,0.00012716028,0.0000038679777,0.12702616,0.545099,0.02811868],"study_design_scores_gemma":[0.005505409,0.0007603639,0.40693057,0.00093986775,0.000049405957,0.000024636707,0.015064559,0.011493109,0.0000020261173,0.00184659,0.5567405,0.00064291846],"about_ca_topic_score_codex":0.0019737536,"about_ca_topic_score_gemma":0.0007407161,"teacher_disagreement_score":0.56448656,"about_ca_system_score_codex":0.00013626768,"about_ca_system_score_gemma":0.0010989554,"threshold_uncertainty_score":0.9995599},"labels":[],"label_agreement":null},{"id":"W6983178872","doi":"","title":"The local history project: co-operating North and South, A report","year":2001,"lang":"en","type":"other","venue":"MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth)","topic":"Irish and British Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Queen's University; Dublin City University; Queen's University Belfast","keywords":"Local history; Local community; Promotion (chess); Oral history; Local government; Local church; Political history; The Republic","score_opus":0.035729905892649766,"score_gpt":0.27236627046899053,"score_spread":0.23663636457634077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6983178872","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013107226,0.0011058741,0.0002647409,0.0016229632,0.00012774137,0.00083008263,0.00081931904,0.00019214695,0.99372643],"genre_scores_gemma":[0.0067062313,0.0056621484,0.0010082062,0.000060264734,0.00042506206,7.078037e-7,0.0005022772,0.00009850407,0.9855366],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99557674,0.0011034147,0.00022248946,0.0006929362,0.0016125091,0.0007919279],"domain_scores_gemma":[0.9979922,0.0008254744,0.00032786053,0.00028905136,0.00026069733,0.00030466932],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.00067716785,0.00029834668,0.00043009527,0.00086412585,0.0026955225,0.000097588054,0.0011131072,0.0002719838,0.0017541073],"category_scores_gemma":[0.00021399112,0.00031196696,0.00019494745,0.0005935211,0.005816353,0.0006059629,0.00079694507,0.0009120333,0.000058362533],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001788292,0.00006602988,0.015122865,0.00006797228,0.00019890755,0.0012544262,0.004350075,0.000003463381,0.0000017237783,0.0040289694,0.97290623,0.0018204901],"study_design_scores_gemma":[0.00075316784,0.000095852425,0.0039605973,0.00014787338,0.000031919,0.00002690505,0.030850917,0.000059000424,5.641508e-7,0.00017877531,0.963564,0.00033047187],"about_ca_topic_score_codex":0.024350837,"about_ca_topic_score_gemma":0.014874488,"teacher_disagreement_score":0.026500842,"about_ca_system_score_codex":0.00047205776,"about_ca_system_score_gemma":0.002392192,"threshold_uncertainty_score":0.99993324},"labels":[],"label_agreement":null},{"id":"W6986232000","doi":"","title":"Oppression to Empowerment: The Role of Education in Facilitating the Right to Self-Determination of Indigenous Peoples","year":2022,"lang":"en","type":"other","venue":"MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Oppression; Indigenous education; Mainstream; Indigenous rights; Context (archaeology); Human rights","score_opus":0.010570961239339116,"score_gpt":0.2578337672260855,"score_spread":0.24726280598674635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986232000","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18588461,0.0006286567,0.00043822257,0.0028998153,0.00011304843,0.0036866239,0.004125629,0.00012218817,0.8021012],"genre_scores_gemma":[0.68405354,0.0010337047,0.023073867,0.00024273875,0.00020645432,0.0000066219673,0.0032351112,0.00020524187,0.28794274],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971745,0.00068554864,0.00023493341,0.00038493928,0.0011979388,0.0003221526],"domain_scores_gemma":[0.9971317,0.0018446738,0.0002684028,0.00038302533,0.00017598174,0.00019618202],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00046536996,0.00019952808,0.00037259154,0.001541296,0.00034650948,0.000013584541,0.0009758188,0.0001267243,0.0017122417],"category_scores_gemma":[0.00035110858,0.00016927622,0.00015199932,0.0010145211,0.00031187027,0.00021042887,0.0010992159,0.0005860344,0.000018643752],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010316662,0.0048425384,0.24758153,0.0027448733,0.0009116242,0.0003384931,0.09839204,0.0010679389,0.0034280524,0.030739505,0.5489847,0.050652023],"study_design_scores_gemma":[0.0027376914,0.0016925589,0.14745142,0.0022027777,0.0001631876,0.000023452121,0.073979385,0.000846135,0.00048725313,0.0021907566,0.7676786,0.0005467904],"about_ca_topic_score_codex":0.0034538435,"about_ca_topic_score_gemma":0.00095202355,"teacher_disagreement_score":0.5141585,"about_ca_system_score_codex":0.00022172098,"about_ca_system_score_gemma":0.0015360409,"threshold_uncertainty_score":0.99920034},"labels":[],"label_agreement":null},{"id":"W6986960276","doi":"","title":"Resisting Shell in Ireland: making and remaking alliances between communities, movements andactivists under fire","year":2019,"lang":"en","type":"article","venue":"MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth)","topic":"Political theory and Gramsci","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ideology; Politics; Resistance (ecology); Imprisonment; Irish; Community cohesion; Social movement; Alliance","score_opus":0.06607341392175567,"score_gpt":0.3194587807313586,"score_spread":0.2533853668096029,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986960276","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76807165,0.00007415679,0.00012683397,0.0017235224,0.000039268223,0.00040235536,0.00029782235,0.000059689013,0.22920468],"genre_scores_gemma":[0.9848899,0.0002837856,0.0008496609,0.0000882421,0.00007175851,1.5641962e-7,0.00013200022,0.000015159401,0.013669305],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959922,0.0017011059,0.00019906281,0.00039655028,0.0009836856,0.00072742946],"domain_scores_gemma":[0.99665993,0.0025983357,0.00014360357,0.00021679074,0.00012332266,0.0002580068],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012725156,0.00018754984,0.00034618325,0.0005645945,0.0015530868,0.00010088976,0.0008987837,0.00015923302,0.00071094563],"category_scores_gemma":[0.00010419895,0.00022789423,0.00010318947,0.00072556984,0.0015540964,0.0017093249,0.0008050948,0.0007545207,0.00003557984],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008646453,0.00014347461,0.54242504,0.00014093096,0.000119203556,0.00009814462,0.009482203,0.00014128952,0.00005909676,0.44373664,0.00096612883,0.0018232014],"study_design_scores_gemma":[0.003713527,0.00033095415,0.56211746,0.0011381856,0.000032391323,0.0000036852232,0.10192811,0.0018486079,0.000026700238,0.20625326,0.12185286,0.00075426174],"about_ca_topic_score_codex":0.005610226,"about_ca_topic_score_gemma":0.0022826504,"teacher_disagreement_score":0.23748338,"about_ca_system_score_codex":0.0002782498,"about_ca_system_score_gemma":0.00045699894,"threshold_uncertainty_score":0.99974674},"labels":[],"label_agreement":null},{"id":"W6990225650","doi":"","title":"Curiosity-Driven, Inquiry-Based Science Projects Bridge Face-to-Face and Online Learning Formats During COVID-19: A Teachers","year":2023,"lang":"en","type":"article","venue":"MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth)","topic":"Psychological and Educational Research Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Thompson Rivers University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Bridge (graph theory); Best practice; Globe; Work (physics); Curiosity; Participatory action research; Closure (psychology); Science education; Point (geometry); Educational technology","score_opus":0.14095614165164053,"score_gpt":0.3889512008359071,"score_spread":0.2479950591842666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990225650","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96939296,0.000048205344,0.00063125463,0.014285585,0.000102037164,0.00078901026,0.00071329914,0.00027899418,0.013758659],"genre_scores_gemma":[0.9807091,0.00021764504,0.0011342049,0.00031368033,0.00009790185,0.0000020255166,0.0004228017,0.000023381162,0.017079268],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99514633,0.00084161,0.00022332428,0.0009968615,0.0016169549,0.0011749419],"domain_scores_gemma":[0.99642944,0.001614267,0.00013881548,0.00032007453,0.00031892426,0.001178463],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0011161653,0.00028280995,0.00035786515,0.0026769398,0.0027541907,0.00009560296,0.0014223716,0.00013390795,0.00061070465],"category_scores_gemma":[0.0010320281,0.00030571138,0.00014682929,0.0034059782,0.0030584962,0.0011649933,0.0018329264,0.0010795494,0.00029678803],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011163183,0.0024165,0.58414525,0.00076654565,0.00073245564,0.001867215,0.12921318,0.011928511,0.006331166,0.046526123,0.20012376,0.004786108],"study_design_scores_gemma":[0.0027623244,0.00056375656,0.89701086,0.000094367184,0.000015390295,0.000018333778,0.04415053,0.0018774741,0.000035731726,0.001368407,0.051705033,0.00039779718],"about_ca_topic_score_codex":0.00069582043,"about_ca_topic_score_gemma":0.000093838775,"teacher_disagreement_score":0.31286559,"about_ca_system_score_codex":0.00039777593,"about_ca_system_score_gemma":0.0012805815,"threshold_uncertainty_score":0.9999395},"labels":[],"label_agreement":null},{"id":"W6990378727","doi":"","title":"Designer as Ethnographer: A Study ofDomestic Cooking and Heating Product Designfor Irish Older Adults","year":2012,"lang":"en","type":"other","venue":"MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth)","topic":"Crafts, Textile, and Design","field":"Arts and Humanities","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Irish; Ethnography; Product design; Population; Product (mathematics); Identification (biology); Research design","score_opus":0.04550703697923589,"score_gpt":0.25614903657614807,"score_spread":0.21064199959691218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990378727","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01706827,0.0012406474,0.00037168444,0.00043576077,0.00023549353,0.0031984532,0.001315715,0.0004806974,0.9756533],"genre_scores_gemma":[0.2433202,0.0005515703,0.0022777917,0.00008087908,0.0008221405,0.0000025826835,0.00062125607,0.00032032793,0.75200325],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99522966,0.0011101594,0.00032061522,0.0009930758,0.001423139,0.000923365],"domain_scores_gemma":[0.9973139,0.0010344093,0.00038148533,0.0004687092,0.0003168783,0.0004845891],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00071959157,0.000577825,0.0007331032,0.0023140344,0.001401165,0.0002168022,0.0010355411,0.000223896,0.015059391],"category_scores_gemma":[0.000099298304,0.00063281995,0.00026830987,0.00047154722,0.0020648637,0.0013600494,0.0008142062,0.0010306939,0.00019655007],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002718547,0.0015961457,0.014441,0.0008230998,0.001018359,0.0005294878,0.05111138,0.00002124387,0.000024798008,0.031099837,0.8916323,0.0049838102],"study_design_scores_gemma":[0.0063313697,0.001234419,0.0059220665,0.0013980906,0.00031080947,0.00003031215,0.08865344,0.0005050151,0.000009524224,0.0016149164,0.8926016,0.0013884152],"about_ca_topic_score_codex":0.006154826,"about_ca_topic_score_gemma":0.0014969781,"teacher_disagreement_score":0.22625193,"about_ca_system_score_codex":0.00012203685,"about_ca_system_score_gemma":0.0005770701,"threshold_uncertainty_score":0.99989885},"labels":[],"label_agreement":null},{"id":"W6990599030","doi":"","title":"The D.R.i.V.e. Inquiry Framework","year":2018,"lang":"en","type":"article","venue":"MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth)","topic":"Science Education and Pedagogy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Class (philosophy); Argument (complex analysis); Contextual inquiry; Science education; Teaching method","score_opus":0.11169317233351199,"score_gpt":0.37911404938270027,"score_spread":0.26742087704918827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990599030","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15354045,0.000140723,0.0032865398,0.050108355,0.0009789936,0.0007650332,0.00024138327,0.00023390807,0.7907046],"genre_scores_gemma":[0.9046535,0.0011434875,0.0045368504,0.00032423207,0.0011911478,3.2269142e-7,0.000074398995,0.000019898229,0.088056155],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99511516,0.0018210397,0.00016538786,0.00047155176,0.0016585857,0.00076830183],"domain_scores_gemma":[0.9950287,0.0033866835,0.00014907491,0.0003495247,0.0006272801,0.00045875905],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0019275086,0.00015410608,0.00018373315,0.0006005497,0.006605105,0.00016758188,0.0021593939,0.0001682865,0.00387015],"category_scores_gemma":[0.00078826246,0.00015370328,0.00015914114,0.0017175503,0.007968583,0.0015334432,0.0006367804,0.0007452275,0.0005116152],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056208903,0.00012313905,0.017109688,0.0000094594525,0.000054582375,0.00002493397,0.031939313,0.000010382483,0.000051003273,0.7559565,0.19088376,0.0032751919],"study_design_scores_gemma":[0.00039723734,0.00014631794,0.024154762,0.000038586324,0.00000801031,0.0000019459349,0.092797056,0.00018028865,0.000023387167,0.04535237,0.8367194,0.00018064679],"about_ca_topic_score_codex":0.0025269054,"about_ca_topic_score_gemma":0.0026224349,"teacher_disagreement_score":0.75111306,"about_ca_system_score_codex":0.00021000313,"about_ca_system_score_gemma":0.0022392378,"threshold_uncertainty_score":0.99704045},"labels":[],"label_agreement":null},{"id":"W6999671877","doi":"","title":"The Development of Machine Gun Doctrine during the First World War focussing on Machine Gun Commanders as Innovators","year":2017,"lang":"en","type":"dissertation","venue":"MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth)","topic":"World Wars: History, Literature, and Impact","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Doctrine; Officer; World War II; Spanish Civil War; First world war; Power (physics)","score_opus":0.022220403004192636,"score_gpt":0.28291965973414324,"score_spread":0.2606992567299506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999671877","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22506076,0.00081158115,0.000018859251,0.008844045,0.00054823916,0.001424889,0.0010052819,0.00012513688,0.7621612],"genre_scores_gemma":[0.68243474,0.001026271,0.00046348563,0.000063958345,0.0002302319,9.1495826e-7,0.0018172365,0.000054213764,0.31390893],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99483347,0.0009407611,0.0004409538,0.0006251973,0.0023261374,0.0008334587],"domain_scores_gemma":[0.99635154,0.0014399538,0.0007864728,0.000625549,0.00047737162,0.0003191383],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0013965304,0.00044156736,0.00053737266,0.0015651027,0.010949252,0.00021075337,0.0031480943,0.00023811501,0.0008520903],"category_scores_gemma":[0.00027676654,0.00037060704,0.00035469668,0.0012420388,0.0021039569,0.0012388374,0.00048996444,0.0017135642,0.000042477182],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.034259517,0.0017519213,0.06302282,0.0016912377,0.0033171016,0.0007063994,0.22506471,0.00038844717,0.00039971442,0.3589184,0.2816452,0.028834518],"study_design_scores_gemma":[0.0018118438,0.000173469,0.059152074,0.00059050537,0.00005019539,0.0000022758304,0.016061217,0.0000919952,0.00013534998,0.0024425306,0.91900206,0.00048650266],"about_ca_topic_score_codex":0.0040625175,"about_ca_topic_score_gemma":0.057515968,"teacher_disagreement_score":0.6373568,"about_ca_system_score_codex":0.0008351759,"about_ca_system_score_gemma":0.002491071,"threshold_uncertainty_score":0.9998746},"labels":[],"label_agreement":null},{"id":"W7000241864","doi":"","title":"e-Skills: The International dimension and the Impact ofGlobalisation - Final Report 2014","year":2014,"lang":"en","type":"other","venue":"MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth)","topic":"Information Systems Education and Curriculum Development","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Information and Communications Technology; Peering; Globalization; Economic shortage; Variety (cybernetics); Dimension (graph theory); Information technology; Key (lock)","score_opus":0.016779932365142077,"score_gpt":0.25222273726990796,"score_spread":0.23544280490476588,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000241864","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009469733,0.00015116358,0.027072947,0.017043823,0.00054098637,0.0012188485,0.00040369685,0.0002286447,0.95239294],"genre_scores_gemma":[0.053324398,0.0014025276,0.0110093085,0.00066362706,0.0005602986,0.000002801622,0.0019687994,0.00010940248,0.93095887],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99631745,0.0008837159,0.00031438904,0.0005183739,0.0016005539,0.00036551952],"domain_scores_gemma":[0.99761647,0.0006821149,0.0006095911,0.0005810602,0.00032008855,0.00019069485],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014653172,0.00028301642,0.000345646,0.000898193,0.0007581655,0.00022974733,0.0023863218,0.00017341062,0.0015375578],"category_scores_gemma":[0.00011621409,0.00020398016,0.00022399962,0.00059219677,0.0009798977,0.0010601565,0.0014979953,0.0005562572,0.0002241336],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016033035,0.00006658824,0.0016754781,0.000031229192,0.00019192853,0.0000373959,0.0013794268,0.00006922563,0.0000034193451,0.106548764,0.88908654,0.0007496975],"study_design_scores_gemma":[0.0022239306,0.00005843571,0.010265018,0.0001639677,0.0000181298,0.00013278636,0.0012771052,0.008743756,0.00000416793,0.0028617017,0.9739588,0.00029218174],"about_ca_topic_score_codex":0.0014107283,"about_ca_topic_score_gemma":0.00011263996,"teacher_disagreement_score":0.10368706,"about_ca_system_score_codex":0.00021767901,"about_ca_system_score_gemma":0.0009102278,"threshold_uncertainty_score":0.99937516},"labels":[],"label_agreement":null},{"id":"W7000610838","doi":"","title":"Fighting for Our Principles:Interests vs Values in Conflict Resolution","year":2018,"lang":"en","type":"article","venue":"MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth)","topic":"Conflict Management and Negotiation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Negotiation; Realm; Politics; Conflict resolution; Democracy; Value (mathematics)","score_opus":0.09831768391175025,"score_gpt":0.3329488838818242,"score_spread":0.23463119997007395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000610838","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.395635,0.00006844932,0.0046283,0.01874536,0.00030701037,0.0024802594,0.00063200505,0.00030073032,0.5772029],"genre_scores_gemma":[0.9373523,0.00026631568,0.0034925868,0.00008181417,0.0003897707,6.469973e-7,0.00029447253,0.000019069874,0.058103047],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968917,0.00083367934,0.00021229911,0.0004888188,0.00094137347,0.0006321471],"domain_scores_gemma":[0.9982282,0.00075722614,0.00018129442,0.00019592977,0.0004260289,0.00021130261],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0011833352,0.00016261206,0.00024358532,0.0012082403,0.0014636224,0.00008468191,0.0009559503,0.00013990828,0.00041033333],"category_scores_gemma":[0.0003281628,0.00020570797,0.00016174703,0.0009414172,0.000812244,0.0017003155,0.0005673803,0.00033298729,0.00007124183],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0062083513,0.0004731807,0.10373423,0.00018685107,0.00020911531,0.000091118236,0.032232776,0.00026775015,0.0005859265,0.7372613,0.1157686,0.0029808164],"study_design_scores_gemma":[0.0026329046,0.00043868885,0.084276915,0.00018389373,0.000022908045,8.6734366e-7,0.025205033,0.008233688,0.00008413541,0.005933571,0.8726563,0.00033109632],"about_ca_topic_score_codex":0.0027427326,"about_ca_topic_score_gemma":0.00655069,"teacher_disagreement_score":0.7568877,"about_ca_system_score_codex":0.00031547376,"about_ca_system_score_gemma":0.0005578907,"threshold_uncertainty_score":0.9998363},"labels":[],"label_agreement":null},{"id":"W7001852946","doi":"","title":"Managing Migration? The Politics of truth and Life Itself, a special issue","year":2009,"lang":"en","type":"article","venue":"MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth)","topic":"Intellectual Property and Patents","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Economic and Social Research Council; Arts and Humanities Research Council; Irish Research Council for the Humanities and Social Sciences; University of Glasgow; University of Windsor; National University of Ireland; National University of Ireland, Maynooth","keywords":"Politics; Government (linguistics); Post truth; Term (time)","score_opus":0.05845227128697651,"score_gpt":0.22138277205391182,"score_spread":0.16293050076693533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001852946","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33603752,0.00013218945,0.000627522,0.030946776,0.00018203797,0.00077534234,0.00026881287,0.000110193345,0.6309196],"genre_scores_gemma":[0.9814667,0.00027717857,0.0005356757,0.0006573239,0.0012322018,8.9939775e-8,0.00019724882,0.000015876556,0.015617668],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99815434,0.00016284101,0.00019050339,0.00033317588,0.00076134584,0.00039778557],"domain_scores_gemma":[0.99879056,0.0004636605,0.00017158782,0.00019231028,0.0003091924,0.00007269865],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00037503632,0.00018067007,0.0002505199,0.00081980403,0.0009854331,0.00010348337,0.00077847013,0.00008284265,0.0015404667],"category_scores_gemma":[0.0001659618,0.00016563213,0.00013039522,0.00079356256,0.0007046724,0.0019137892,0.00053273834,0.00041348426,0.00010224015],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028897387,0.00047086403,0.01782524,0.0003317886,0.0002550498,0.00013449544,0.003224924,0.00042411927,0.00029061164,0.6550881,0.31403774,0.005027304],"study_design_scores_gemma":[0.0029705716,0.00032891912,0.068837136,0.00021481015,0.0001033828,0.00000898396,0.013896628,0.020059163,0.00010791354,0.084364235,0.8085604,0.0005478824],"about_ca_topic_score_codex":0.00095239986,"about_ca_topic_score_gemma":0.00010094181,"teacher_disagreement_score":0.6454292,"about_ca_system_score_codex":0.000040286865,"about_ca_system_score_gemma":0.00017252826,"threshold_uncertainty_score":0.99937224},"labels":[],"label_agreement":null},{"id":"W7005629125","doi":"","title":"Review: William K. Carroll and Kanchan Sarker (eds), A World to Win","year":2017,"lang":"en","type":"article","venue":"MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth)","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Scope (computer science); Tribute; Solidarity; Social movement; Tone (literature); Politics","score_opus":0.028867672298626357,"score_gpt":0.2651252981570465,"score_spread":0.23625762585842014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005629125","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5172918,0.00065554224,0.0005012201,0.029069265,0.00020345657,0.0024002653,0.0011305293,0.00015485489,0.44859305],"genre_scores_gemma":[0.7986433,0.0040522455,0.009088903,0.0018284433,0.00012497781,0.000001623567,0.00029134512,0.000050874794,0.18591829],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9974136,0.000446161,0.00017816194,0.00063536706,0.0007574654,0.0005692703],"domain_scores_gemma":[0.99846894,0.0003169699,0.00018119307,0.0005010293,0.000066411376,0.00046545913],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00061328954,0.00022912699,0.00035696532,0.0003941584,0.001834341,0.000058466812,0.0014172932,0.00010672107,0.009771805],"category_scores_gemma":[0.00013145292,0.00025314838,0.00013507814,0.00044285774,0.0017708027,0.0017667874,0.002309903,0.00052307197,0.00094685436],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00082305283,0.0002471074,0.32811335,0.00015151822,0.00008918691,0.00031950284,0.00069156574,0.000056785866,0.00074900204,0.004015783,0.66049683,0.004246302],"study_design_scores_gemma":[0.0014271473,0.00027279498,0.49701682,0.00034687747,0.000053765987,0.000012966348,0.00042195374,0.00061469036,0.00008272948,0.002480046,0.49687865,0.00039156774],"about_ca_topic_score_codex":0.0011386735,"about_ca_topic_score_gemma":0.0027095764,"teacher_disagreement_score":0.28135148,"about_ca_system_score_codex":0.00017323293,"about_ca_system_score_gemma":0.00015931632,"threshold_uncertainty_score":0.9999921},"labels":[],"label_agreement":null},{"id":"W7006122679","doi":"","title":"Staff Perspectives on Scaling the Impact and Influence of MU Research and Expertise on Public Policy (Working Paper March, 2024. No. 20)","year":2024,"lang":"en","type":"other","venue":"MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth)","topic":"Marine Invertebrate Physiology and Ecology","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Research Council Canada; HORIZON EUROPE Framework Programme; National Academy of Sciences; Irish Research Council; Social Sciences and Humanities Research Council of Canada; UK Research and Innovation; Deutsche Forschungsgemeinschaft; Science Foundation Ireland; Ministry of Education, Culture, Sports, Science and Technology; Agence Nationale de la Recherche","keywords":"Irish; Government (linguistics); Public policy; Relevance (law); Public service; Work (physics); Value (mathematics); Research policy","score_opus":0.03496708891746614,"score_gpt":0.27141979457920207,"score_spread":0.23645270566173593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7006122679","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16947295,0.0009998179,0.000004393687,0.005772943,0.000081129285,0.00079219096,0.002170577,0.000077188095,0.8206288],"genre_scores_gemma":[0.7418284,0.0046183458,0.00021859488,0.000078979756,0.0003013199,3.576829e-7,0.00042910123,0.00005865873,0.25246626],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962138,0.0011953256,0.00017798961,0.0007959505,0.00089690014,0.00072005554],"domain_scores_gemma":[0.9973237,0.001638312,0.0001470107,0.0003447061,0.00021785231,0.00032844086],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00068811007,0.00031663384,0.00043373308,0.0023088076,0.000686584,0.00009309688,0.0009599227,0.00028598294,0.00668862],"category_scores_gemma":[0.00022508235,0.00025868558,0.00013873195,0.0009950912,0.0034999456,0.00057127245,0.00069910596,0.0015303912,0.0002474507],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006172962,0.00054515735,0.08689037,0.000637826,0.0012302016,0.0005309227,0.0049672187,0.001264284,0.0001668577,0.0696551,0.81965446,0.008284613],"study_design_scores_gemma":[0.0026711463,0.004815989,0.3103201,0.0012346376,0.000056443037,0.00004506825,0.018413335,0.009854429,0.000011904543,0.03646078,0.61504185,0.0010743213],"about_ca_topic_score_codex":0.013024262,"about_ca_topic_score_gemma":0.0028603356,"teacher_disagreement_score":0.57235545,"about_ca_system_score_codex":0.00007040978,"about_ca_system_score_gemma":0.0006930102,"threshold_uncertainty_score":0.9999865},"labels":[],"label_agreement":null},{"id":"W7009043728","doi":"","title":"The development of Machine Gun doctrine during the First World War focusing on Machine Gun Commanders as Innovators.","year":2017,"lang":"en","type":"other","venue":"MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth)","topic":"World Wars: History, Literature, and Impact","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Doctrine; Officer; World War II; Spanish Civil War; First world war; Power (physics)","score_opus":0.0236457873566469,"score_gpt":0.2719737802910647,"score_spread":0.24832799293441782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009043728","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004651087,0.00077742536,0.000042004973,0.007161405,0.0002617617,0.00097281137,0.0010380724,0.00013228755,0.9849631],"genre_scores_gemma":[0.09462406,0.0015850314,0.0008807951,0.000094944444,0.00038545628,6.494501e-7,0.0005157273,0.00012616922,0.90178716],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99523985,0.00093128235,0.0003213594,0.0006057855,0.0020694057,0.0008322937],"domain_scores_gemma":[0.996908,0.0011065562,0.0007047532,0.0007138625,0.0002500002,0.00031683134],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0011949159,0.00043313732,0.0005400667,0.0017603367,0.006727579,0.00014853846,0.0031781374,0.00023144577,0.0020020264],"category_scores_gemma":[0.0001899107,0.00036259633,0.00030452997,0.0010965305,0.0033499878,0.00074306485,0.0010836009,0.0014094653,0.0000659314],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030931449,0.00038143274,0.011127235,0.00030500357,0.0008826426,0.0002006451,0.015460542,0.000042289248,0.000029640782,0.0786862,0.8863326,0.0034586405],"study_design_scores_gemma":[0.0015299907,0.000113235714,0.0071221273,0.0005468207,0.000031162137,0.0000025061909,0.0023852692,0.000043743108,0.000023069733,0.00088539947,0.9869375,0.00037913103],"about_ca_topic_score_codex":0.0071563018,"about_ca_topic_score_gemma":0.05371494,"teacher_disagreement_score":0.10060497,"about_ca_system_score_codex":0.0007014407,"about_ca_system_score_gemma":0.0017415843,"threshold_uncertainty_score":0.9998826},"labels":[],"label_agreement":null},{"id":"W7009184709","doi":"","title":"Democratising Case Law while Teaching Students","year":2023,"lang":"en","type":"article","venue":"MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth)","topic":"Wikis in Education and Collaboration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Relevance (law); Bureaucracy; Qualitative research; Legal writing; Teaching method; Collaborative writing","score_opus":0.05745949500411126,"score_gpt":0.3493278189463798,"score_spread":0.2918683239422686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009184709","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42718455,0.00003006325,0.000495563,0.009378515,0.00024300498,0.00070612825,0.00053920696,0.00039250957,0.56103045],"genre_scores_gemma":[0.94611573,0.00017634768,0.002465692,0.00012585874,0.00022402659,3.8744645e-7,0.00041873695,0.000020904012,0.050452296],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99511397,0.0018549458,0.00018819535,0.00047630287,0.0017539843,0.00061262114],"domain_scores_gemma":[0.99772817,0.0011211472,0.00014334975,0.00024052609,0.00038708097,0.0003797333],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016306066,0.00016750593,0.0002229611,0.0009938264,0.0044005816,0.00021084219,0.001106503,0.0001450864,0.0011304141],"category_scores_gemma":[0.00020873384,0.00021666243,0.00013181675,0.0018041821,0.0012325048,0.0024885882,0.00067269336,0.0006439041,0.00027209983],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038578326,0.000337692,0.02756512,0.000046679415,0.00012695394,0.0013588939,0.025798958,0.00031027666,0.00015342215,0.77259654,0.16935438,0.0019653144],"study_design_scores_gemma":[0.0017200009,0.00016510954,0.015162989,0.000116857,0.00003221176,0.000030386227,0.15147658,0.0013881535,0.000034994755,0.020636948,0.8087851,0.0004506957],"about_ca_topic_score_codex":0.0059958575,"about_ca_topic_score_gemma":0.005226757,"teacher_disagreement_score":0.75195956,"about_ca_system_score_codex":0.00032624925,"about_ca_system_score_gemma":0.0010766963,"threshold_uncertainty_score":0.9997827},"labels":[],"label_agreement":null},{"id":"W7009637738","doi":"","title":"Ethics review for international data-intensive research","year":2016,"lang":"en","type":"article","venue":"MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth)","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Research ethics; Information ethics; Ethical issues; Quality (philosophy); Human research; Confidentiality","score_opus":0.6216994961926932,"score_gpt":0.5395246143884288,"score_spread":0.08217488180426435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009637738","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010287819,0.0021027138,0.012438319,0.66856325,0.0006626812,0.006444892,0.01745403,0.0003934329,0.2816529],"genre_scores_gemma":[0.19922815,0.1978643,0.06793696,0.0061589465,0.0021736887,0.00000887662,0.009611565,0.00030250126,0.51671505],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9895086,0.0019653204,0.0005196502,0.0013958816,0.0055184183,0.001092089],"domain_scores_gemma":[0.9221516,0.058177862,0.0003508411,0.0020267735,0.01613672,0.0011561945],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.012126108,0.00029047803,0.0006705076,0.0016227434,0.0011174632,0.000057630168,0.0039184825,0.0005624545,0.002968061],"category_scores_gemma":[0.038460787,0.00026056622,0.0003803971,0.0013381778,0.004185265,0.0017713099,0.0048254346,0.004322229,0.00035563053],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0082278745,0.0006043201,0.0107372925,0.0023646129,0.0007142779,0.00053283275,0.0006093159,0.0000040142936,0.0015474245,0.24127954,0.72880816,0.004570354],"study_design_scores_gemma":[0.006236115,0.0011658822,0.008082595,0.0060955426,0.000096124306,0.000043076867,0.0033890645,0.00075988425,0.00021570043,0.06444473,0.9090568,0.0004145336],"about_ca_topic_score_codex":0.00037644253,"about_ca_topic_score_gemma":0.00034036388,"teacher_disagreement_score":0.6624043,"about_ca_system_score_codex":0.0005150436,"about_ca_system_score_gemma":0.0050181523,"threshold_uncertainty_score":0.9999847},"labels":[],"label_agreement":null},{"id":"W7010340638","doi":"","title":"How the oil and gas industry influences higher education","year":2024,"lang":"en","type":"article","venue":"MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth)","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Fossil fuel; Petroleum industry; Higher education; Climate change; Unconventional oil; Production (economics); Oil production; Petroleum; Global warming","score_opus":0.030336612715011646,"score_gpt":0.24528526272389437,"score_spread":0.21494865000888272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010340638","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79350966,0.00041035513,0.000015978074,0.049366657,0.00010695071,0.00017288644,0.00029902929,0.00008505318,0.15603343],"genre_scores_gemma":[0.8117013,0.0011823638,0.00044071593,0.0001869322,0.00011028623,6.088937e-7,0.0000858511,0.000015833799,0.18627611],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997825,0.00037532908,0.00009389113,0.0004827068,0.00084055855,0.00038246915],"domain_scores_gemma":[0.9988732,0.0005904983,0.00006679105,0.00021858342,0.000055265686,0.00019566911],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00035191234,0.00016278872,0.00014635418,0.00022490353,0.0007115468,0.0001701054,0.00076382945,0.00015330258,0.0029440771],"category_scores_gemma":[0.000049643186,0.00014827476,0.00009236579,0.0008555774,0.0019183692,0.0022195096,0.0010156098,0.00078705675,0.00007358036],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013877644,0.0006415072,0.26530167,0.0008058852,0.0002895998,0.00046865124,0.014937957,0.00054337265,0.0015808793,0.2916638,0.36550042,0.056878492],"study_design_scores_gemma":[0.0003897971,0.000113523725,0.13257498,0.00012258308,0.000023535189,0.000015034922,0.020100763,0.0006087668,0.000040284944,0.021763934,0.82400984,0.00023693856],"about_ca_topic_score_codex":0.0010029111,"about_ca_topic_score_gemma":0.00019979164,"teacher_disagreement_score":0.45850942,"about_ca_system_score_codex":0.0002646261,"about_ca_system_score_gemma":0.00032684734,"threshold_uncertainty_score":0.99796736},"labels":[],"label_agreement":null},{"id":"W7017751582","doi":"","title":"Capturing the Muslim experience with airport staff, security checkpoints and surveillance systems at Dublin airport.","year":2021,"lang":"en","type":"other","venue":"MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth)","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Airport security; Irish; Thematic analysis; Profiling (computer programming); Context (archaeology); Terrorism","score_opus":0.017084906597723933,"score_gpt":0.2340336028674547,"score_spread":0.21694869626973076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017751582","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41819882,0.0025356798,0.0009503581,0.002492068,0.00030691636,0.002605938,0.0053571393,0.0001463326,0.5674067],"genre_scores_gemma":[0.47810557,0.0067890566,0.0010886352,0.000058676607,0.00034940755,0.0000017768589,0.0037835783,0.0001440107,0.50967926],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99626267,0.00055766024,0.00024904517,0.00076658017,0.0014861629,0.00067787047],"domain_scores_gemma":[0.9981738,0.0002018799,0.00029090059,0.00057562627,0.0003142754,0.0004435299],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005609239,0.00036223468,0.00043844094,0.0004936977,0.000585696,0.00008659131,0.00115277,0.0003691911,0.0009738279],"category_scores_gemma":[0.00011331426,0.0003171858,0.00015894955,0.00042556837,0.0023710022,0.000051253897,0.0020879367,0.0006448517,0.000022433134],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034533963,0.0006244629,0.052625842,0.0022184143,0.0014812535,0.0011598133,0.005373279,0.00012687629,0.0030342767,0.0028418675,0.9261145,0.0009460115],"study_design_scores_gemma":[0.0022341888,0.0005906913,0.009590856,0.00039804148,0.000025720425,0.00008871962,0.016703952,0.0011121477,0.000324424,0.000100933576,0.96817917,0.00065117114],"about_ca_topic_score_codex":0.0015029197,"about_ca_topic_score_gemma":0.0025163079,"teacher_disagreement_score":0.059906732,"about_ca_system_score_codex":0.00010167065,"about_ca_system_score_gemma":0.0008587544,"threshold_uncertainty_score":0.99993944},"labels":[],"label_agreement":null},{"id":"W7017899748","doi":"","title":"Challenging Gender Discrimination in Irish Geography","year":2019,"lang":"en","type":"article","venue":"MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth)","topic":"Historical Geography and Geographical Thought","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Irish; Work (physics); Gender bias; Session (web analytics); Social capital; Citizenship; Capital (architecture); Domestic work","score_opus":0.04051298665195036,"score_gpt":0.27642403014824196,"score_spread":0.2359110434962916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017899748","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23870018,0.0003249162,0.00063879334,0.004045518,0.0001680015,0.0008415394,0.0003187817,0.00016567043,0.7547966],"genre_scores_gemma":[0.9864145,0.00170795,0.0014460312,0.000060084407,0.00009502033,4.9538016e-7,0.00019703367,0.00001811631,0.0100607565],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99551386,0.0012792358,0.00021317622,0.00061722094,0.0015907729,0.00078574143],"domain_scores_gemma":[0.99801666,0.00095336983,0.00012919118,0.00025233527,0.00026531678,0.0003831109],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010757307,0.00020247012,0.00032912963,0.0023597628,0.0010757314,0.000055671295,0.001116278,0.000226211,0.0024889333],"category_scores_gemma":[0.00009709748,0.00024956025,0.00034590505,0.0035934192,0.0013078956,0.001863267,0.000449939,0.00082545273,0.00012120288],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011341178,0.00069380907,0.5199342,0.00016434646,0.00016699049,0.00020762887,0.012361775,0.00042808123,0.00010490653,0.44364348,0.018156072,0.0030045968],"study_design_scores_gemma":[0.0022230572,0.00021997749,0.36572787,0.0001366012,0.000023705052,0.0000016495717,0.027349422,0.000734904,0.000009094331,0.029497167,0.5735669,0.0005096506],"about_ca_topic_score_codex":0.0033982194,"about_ca_topic_score_gemma":0.0009183012,"teacher_disagreement_score":0.74771434,"about_ca_system_score_codex":0.00019193692,"about_ca_system_score_gemma":0.00036730102,"threshold_uncertainty_score":0.99999565},"labels":[],"label_agreement":null},{"id":"W7019007236","doi":"","title":"An examination of cognitive andpsychological outcomes of aneuroeducation programme forindividuals living with Mild CognitiveImpairment and their families.","year":2022,"lang":"en","type":"other","venue":"MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth)","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Anxiety; Cognition; Depression (economics); Pleasure; Intervention (counseling); Scale (ratio); Cognitive impairment; Life satisfaction","score_opus":0.03426694666718282,"score_gpt":0.2878881047419001,"score_spread":0.25362115807471725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019007236","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73426986,0.00017572104,0.00031156495,0.00037519672,0.000025210991,0.0024163981,0.0026194234,0.00009436661,0.25971228],"genre_scores_gemma":[0.9393052,0.0011337122,0.0013642524,0.000045228582,0.00003921312,0.000004034685,0.002468141,0.000109319735,0.055530928],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99566233,0.0012913112,0.00026878237,0.0007293548,0.001524102,0.00052414765],"domain_scores_gemma":[0.9970648,0.0014574403,0.0004217547,0.0002663,0.0004358048,0.00035387027],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00077845546,0.00035716375,0.00072547694,0.0022707025,0.00030074923,0.000025276782,0.00049339497,0.00017595418,0.003784314],"category_scores_gemma":[0.00016417737,0.00033004116,0.00018654806,0.0008748852,0.0017851406,0.0005238242,0.00061441143,0.00070632994,0.0000045221477],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033447964,0.004635082,0.9563012,0.0008440869,0.0015381643,0.0001786274,0.004029548,0.0000024745052,0.0002687287,0.0017716017,0.009129137,0.017956551],"study_design_scores_gemma":[0.0045249118,0.0056900503,0.93801355,0.0007873735,0.00019905533,0.000026606209,0.040816877,0.00008550494,0.0001011385,0.00014591673,0.009295714,0.00031327506],"about_ca_topic_score_codex":0.00039269976,"about_ca_topic_score_gemma":0.000098115386,"teacher_disagreement_score":0.20503533,"about_ca_system_score_codex":0.00010921189,"about_ca_system_score_gemma":0.00067832664,"threshold_uncertainty_score":0.9999152},"labels":[],"label_agreement":null},{"id":"W7019364503","doi":"","title":"How Irish Higher EducationInstitutions can Organisethemselves to Unlock Research for Policy (Working Paper February 2024, No. 19)","year":2024,"lang":"en","type":"other","venue":"MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth)","topic":"Policy Transfer and Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Research Council Canada; HORIZON EUROPE Framework Programme; National Academy of Sciences; Social Sciences and Humanities Research Council of Canada; UK Research and Innovation; Deutsche Forschungsgemeinschaft; Ministry of Education, Culture, Sports, Science and Technology; Agence Nationale de la Recherche","keywords":"Irish; General partnership; Higher education; Context (archaeology); Work (physics); Publication; Scope (computer science)","score_opus":0.0901779686309195,"score_gpt":0.35796230114884586,"score_spread":0.2677843325179264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019364503","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00012376715,0.00033363616,0.00036364672,0.07835711,0.000434464,0.0015924891,0.003308353,0.00031312107,0.9151734],"genre_scores_gemma":[0.02118407,0.0011463496,0.0032782443,0.00030329556,0.0024463558,0.0000037445063,0.0007858426,0.00022753829,0.97062457],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9934946,0.0016782875,0.00021417273,0.0010919078,0.0021231305,0.0013979556],"domain_scores_gemma":[0.9963845,0.0013982757,0.000121081925,0.00045995988,0.00061362097,0.0010225555],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0012385275,0.0004096519,0.00051311846,0.0044701244,0.0026933716,0.0004197314,0.002103479,0.0005137164,0.004413332],"category_scores_gemma":[0.00060940563,0.00049425254,0.0003710707,0.003282127,0.0027246545,0.00085305265,0.0008608143,0.0017599877,0.0006173997],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024896642,0.00011986018,0.000495892,0.00021135925,0.00024186702,0.000055830686,0.0054513435,0.000019970419,0.00006237241,0.19926134,0.7933885,0.00044273093],"study_design_scores_gemma":[0.0007253411,0.00017285265,0.000950826,0.0005417013,0.000050821436,0.0000022243728,0.010761076,0.000018422557,0.000006005912,0.012208516,0.97407836,0.00048386204],"about_ca_topic_score_codex":0.059812777,"about_ca_topic_score_gemma":0.013967509,"teacher_disagreement_score":0.18705283,"about_ca_system_score_codex":0.0010242242,"about_ca_system_score_gemma":0.0072428775,"threshold_uncertainty_score":0.99998933},"labels":[],"label_agreement":null},{"id":"W7020895633","doi":"","title":"Migration and Domestic Service: Past and Present Trends in Quebec and Ireland (MUSSI Working Paper Series no. 8)","year":2019,"lang":"en","type":"other","venue":"MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth)","topic":"Irish and British Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Irish; Wife; Domestic work; Institution; Middle class; Element (criminal law); Working class; Work (physics)","score_opus":0.018346931922385564,"score_gpt":0.2536384733007338,"score_spread":0.23529154137834823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020895633","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03141557,0.001547525,0.000010474406,0.011755962,0.00010906968,0.0007050237,0.0006522808,0.000111276706,0.9536928],"genre_scores_gemma":[0.051253185,0.012416681,0.000917221,0.00008191873,0.00034705177,6.6113864e-7,0.00043861446,0.000077222656,0.93446743],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971605,0.0006849894,0.00016180439,0.0006335982,0.0008264245,0.00053268956],"domain_scores_gemma":[0.99871707,0.00055941945,0.00016476423,0.0001580899,0.00013740204,0.00026326542],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003503692,0.0002784041,0.0004536521,0.0013735032,0.0007518429,0.00015603717,0.00042033338,0.0002965241,0.0006667367],"category_scores_gemma":[0.000051982282,0.000322354,0.00007133857,0.00076657376,0.0016594707,0.0012597318,0.0008261649,0.0005511624,0.000024706038],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010325144,0.00014948918,0.12813418,0.00044362675,0.00024970126,0.00035009443,0.008704947,0.000010161605,0.000023308108,0.00813601,0.84452933,0.008236647],"study_design_scores_gemma":[0.001589376,0.000116685886,0.13613169,0.0004953572,0.000033298966,0.000007447348,0.01082919,0.00010628328,3.5484197e-7,0.00047790253,0.8498602,0.00035221374],"about_ca_topic_score_codex":0.120460615,"about_ca_topic_score_gemma":0.20375042,"teacher_disagreement_score":0.08328981,"about_ca_system_score_codex":0.00012061851,"about_ca_system_score_gemma":0.00034868746,"threshold_uncertainty_score":0.9999229},"labels":[],"label_agreement":null},{"id":"W7022471151","doi":"","title":"Wagnervideo","year":2011,"lang":"en","type":"article","venue":"MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth)","topic":"Musicology and Musical Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Period (music); Tone (literature); Wish; Projection (relational algebra); Dream","score_opus":0.10095684041748118,"score_gpt":0.2240709011789248,"score_spread":0.12311406076144363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7022471151","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09851684,0.000052473613,0.00029314464,0.00208559,0.000121884725,0.0003008558,0.000734825,0.00014854883,0.89774585],"genre_scores_gemma":[0.8636837,0.00016939096,0.002084953,0.00030493634,0.00027561735,3.108665e-7,0.00039577275,0.00002710098,0.13305822],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99734944,0.00058353174,0.00020341,0.0005206993,0.00077490514,0.00056803774],"domain_scores_gemma":[0.99834543,0.0005228224,0.0001463155,0.00029884372,0.0003640519,0.0003225273],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00038451343,0.00022637997,0.0003551843,0.0010417006,0.0013221066,0.000053221935,0.001165867,0.00012261666,0.043150537],"category_scores_gemma":[0.000053776603,0.00024158412,0.00032466243,0.000401557,0.002392761,0.0015921614,0.00079171924,0.00062251394,0.0005413012],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012160635,0.00046201248,0.004555274,0.000060709634,0.00032247455,0.00028098904,0.014701415,0.000013443913,0.00010946992,0.8492143,0.12798867,0.001075176],"study_design_scores_gemma":[0.0017523888,0.00047684,0.016201407,0.000064950145,0.00010332252,0.0000072169137,0.016406072,0.0007424869,0.00009255941,0.048545904,0.91513807,0.00046879842],"about_ca_topic_score_codex":0.0026858214,"about_ca_topic_score_gemma":0.0022912933,"teacher_disagreement_score":0.8006684,"about_ca_system_score_codex":0.000078315745,"about_ca_system_score_gemma":0.00031998914,"threshold_uncertainty_score":0.99997807},"labels":[],"label_agreement":null},{"id":"W7024982790","doi":"","title":"Temperature trends at 90 km over Svalbard, Norway (78°N l6°E),seen in one decade of meteor radar observations","year":2012,"lang":"en","type":"article","venue":"MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth)","topic":"Quantum and electron transport phenomena","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Meteor (satellite); Stratopause; Altitude (triangle); Residual; Radar; Satellite; Flux (metallurgy); Atmospheric temperature","score_opus":0.03100256341642047,"score_gpt":0.23797977793404385,"score_spread":0.20697721451762338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024982790","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91445243,0.0001240192,0.00023123396,0.0011813237,0.00004570946,0.0003247641,0.0027656944,0.0000370228,0.08083781],"genre_scores_gemma":[0.96941096,0.0000858986,0.0022139025,0.00002959522,0.00012347841,5.1864646e-7,0.0019217446,0.000029640898,0.026184289],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997041,0.00039280442,0.00030588018,0.00046346805,0.00095973606,0.00083715346],"domain_scores_gemma":[0.998422,0.0004954508,0.00020445499,0.0003210016,0.00017088193,0.00038618484],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00041983332,0.00028719704,0.00048549057,0.0011954822,0.00052787154,0.00002305146,0.00085212477,0.00014155539,0.0054623117],"category_scores_gemma":[0.000010356511,0.00033673254,0.00030632547,0.0014694255,0.00060154323,0.001944375,0.00043919377,0.0007864229,0.000049856175],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00197452,0.0012306528,0.7227368,0.00011243714,0.0004818008,0.000026249396,0.0027583928,0.0002445614,0.014045152,0.23804492,0.017560344,0.0007842111],"study_design_scores_gemma":[0.0042862,0.0002923433,0.9132106,0.0001223144,0.00008698449,0.0000020196724,0.0026410462,0.00031343751,0.002037772,0.0078082136,0.06864071,0.00055840483],"about_ca_topic_score_codex":0.0012640626,"about_ca_topic_score_gemma":0.0002495519,"teacher_disagreement_score":0.2302367,"about_ca_system_score_codex":0.00022473802,"about_ca_system_score_gemma":0.00035514816,"threshold_uncertainty_score":0.99990845},"labels":[],"label_agreement":null},{"id":"W7029823431","doi":"","title":"Landscapes of PowerThe Social Network of the Power Elitein mid-Victorian IrelandCase Study of Thomas Conolly (1823-76)of Castletown, Co Kildare","year":2018,"lang":"en","type":"other","venue":"MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth)","topic":"Irish and British Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hegemony; Elite; Power (physics); Politics; Irish; Ruling class; Quarter (Canadian coin); Period (music); Space (punctuation)","score_opus":0.02225436629194374,"score_gpt":0.2756222272549603,"score_spread":0.25336786096301656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029823431","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.107698485,0.000301122,0.000014589022,0.0006770785,0.0002611366,0.0012024425,0.0041693384,0.000049888647,0.8856259],"genre_scores_gemma":[0.81749475,0.00065406854,0.00035602786,0.000013912283,0.00039422401,4.0545322e-7,0.00022389393,0.00008284955,0.18077987],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.994729,0.001741691,0.00043323895,0.00050778955,0.0019951556,0.0005931349],"domain_scores_gemma":[0.9968064,0.00093517517,0.0009643118,0.00037369767,0.00074321043,0.00017724429],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00079013535,0.00031791773,0.00092287664,0.00071266363,0.00091927877,0.000021175849,0.0018312637,0.00035320903,0.0031025894],"category_scores_gemma":[0.00020910642,0.00031164993,0.00044313085,0.0012745006,0.0037123372,0.00036827236,0.0010457063,0.00051409967,0.00001156722],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017505297,0.0008891196,0.08985391,0.00031728603,0.0010011607,0.000083988605,0.018978486,0.000012737934,0.000066821085,0.008538332,0.87832177,0.00018589078],"study_design_scores_gemma":[0.004867037,0.0014360261,0.046196498,0.000951502,0.00021243157,0.0000037216168,0.07202577,0.000011333732,0.00006941375,0.0011175809,0.87256104,0.0005476682],"about_ca_topic_score_codex":0.00800795,"about_ca_topic_score_gemma":0.005936822,"teacher_disagreement_score":0.70979625,"about_ca_system_score_codex":0.00010981592,"about_ca_system_score_gemma":0.0012296478,"threshold_uncertainty_score":0.99993354},"labels":[],"label_agreement":null},{"id":"W7033754963","doi":"","title":"Representations of the FrenchLanguage in the Detective NovelSous les vents de Neptune by FredVargas","year":2010,"lang":"en","type":"article","venue":"MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth)","topic":"Military Technology and Strategies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"French; Neptune; Humanism; Context (archaeology); Universality (dynamical systems); French revolution","score_opus":0.010992510235023359,"score_gpt":0.21575991696352825,"score_spread":0.2047674067285049,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033754963","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89370376,0.00011516604,0.00074995216,0.0011273206,0.00004703465,0.00034416467,0.00078669016,0.000076208096,0.10304969],"genre_scores_gemma":[0.9973143,0.000112689486,0.0011692948,0.000014892584,0.000019564339,4.113458e-7,0.000086555396,0.000010579923,0.0012717261],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9985121,0.00034893336,0.00013490704,0.00022070188,0.00046520302,0.00031818618],"domain_scores_gemma":[0.9988202,0.00066523626,0.000056927463,0.00031528948,0.00007690707,0.00006544162],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032458338,0.00013284571,0.00016271278,0.00040087974,0.0004053112,0.000014092898,0.0012834867,0.00014867634,0.0003440376],"category_scores_gemma":[0.0000885565,0.000119117154,0.00011940369,0.00076119625,0.0010895622,0.0005150004,0.0002911006,0.0011073604,0.0000069892435],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011665402,0.0009799817,0.3291337,0.00033083372,0.0006101472,0.00041973597,0.028080264,0.009112782,0.080139704,0.44614163,0.10013216,0.003752512],"study_design_scores_gemma":[0.0036564684,0.00033154807,0.795941,0.00015106268,0.00006267853,0.00005383667,0.058634676,0.013252336,0.004948706,0.09051412,0.031839862,0.00061367196],"about_ca_topic_score_codex":0.0016407258,"about_ca_topic_score_gemma":0.0020028693,"teacher_disagreement_score":0.46680734,"about_ca_system_score_codex":0.00005559454,"about_ca_system_score_gemma":0.00016602667,"threshold_uncertainty_score":0.48574567},"labels":[],"label_agreement":null},{"id":"W7037719096","doi":"","title":"Experimental assessment of combined sliding mode & moment-based control (SM 2 C) for arrays of wave energy conversion systems","year":2024,"lang":"en","type":"article","venue":"MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth)","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Agencia Nacional de Promoción de la Investigación, el Desarrollo Tecnológico y la Innovación; Universidad Nacional de La Plata; European Commission; Queen's University; Consejo Nacional de Investigaciones Científicas y Técnicas; Queen's University Belfast","keywords":"Benchmark (surveying); Wave energy converter; Controller (irrigation); Energy (signal processing); Mode (computer interface); Control theory (sociology); Key (lock); Energy transformation; Converters","score_opus":0.024386896782672692,"score_gpt":0.24423706403922107,"score_spread":0.21985016725654838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037719096","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39584875,0.0012746452,0.4896588,0.00090776506,0.0010897245,0.0022621644,0.009553057,0.00063107756,0.09877399],"genre_scores_gemma":[0.9951083,0.00007853011,0.0018296418,0.000007852251,0.00006757512,0.0000013109541,0.0006218054,0.000037520786,0.002247443],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99770653,0.000308342,0.00031799168,0.0003738317,0.000869572,0.00042370416],"domain_scores_gemma":[0.9984006,0.00083845155,0.00011766321,0.00022704828,0.00021271886,0.00020347185],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00033319183,0.00024324762,0.0004980033,0.0010952285,0.0002324589,0.000036763224,0.00050525734,0.00014423512,0.00013830053],"category_scores_gemma":[0.000009109601,0.00028013537,0.00030994223,0.0005237876,0.00032121709,0.0007860022,0.0001426892,0.0002655414,0.0000031000436],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027916094,0.00062416977,0.0028773502,0.0031787879,0.0016751142,0.00023665564,0.001432921,0.3292157,0.14880717,0.46969143,0.039166138,0.00030296558],"study_design_scores_gemma":[0.0039535565,0.00062782166,0.00047956503,0.00050937926,0.000055256914,0.000004227087,0.0034285882,0.94756824,0.015117446,0.0004172423,0.027527628,0.000311054],"about_ca_topic_score_codex":0.00067657774,"about_ca_topic_score_gemma":0.0000139092235,"teacher_disagreement_score":0.61835253,"about_ca_system_score_codex":0.0002948722,"about_ca_system_score_gemma":0.00039929908,"threshold_uncertainty_score":0.9999651},"labels":[],"label_agreement":null},{"id":"W7042858259","doi":"","title":"Raising Expectations: Scrutinising Violence Against Women Policies using the WHO Respect Women Framework as a Measurement Tool.","year":2023,"lang":"en","type":"other","venue":"MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth)","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Domestic violence; Economic Justice; Poison control; Human factors and ergonomics; Suicide prevention; Injury prevention","score_opus":0.08584657035965862,"score_gpt":0.3351645185962272,"score_spread":0.24931794823656858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042858259","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02416724,0.0004253856,0.0017599011,0.0011494883,0.00028109315,0.0014224044,0.0009787222,0.00070862146,0.96910715],"genre_scores_gemma":[0.47879657,0.01745934,0.008979142,0.0007348125,0.0021273652,0.000010346056,0.00027472738,0.0010832442,0.49053445],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99220705,0.002019702,0.00030952255,0.0008106878,0.0032411816,0.0014118387],"domain_scores_gemma":[0.99661916,0.0015508386,0.00041136658,0.00051861274,0.0004886065,0.00041139257],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0020652958,0.00041279284,0.00056356424,0.0017976818,0.00322712,0.0002658935,0.0021528997,0.0003810402,0.001645764],"category_scores_gemma":[0.00082458014,0.00043932055,0.0002577233,0.002132198,0.003071415,0.0010472697,0.0010944442,0.0011784503,0.00022432151],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025202306,0.0005283565,0.006614483,0.0004573049,0.0014632688,0.0006920645,0.17982455,0.00090849143,0.00031478802,0.52940625,0.2700722,0.007198],"study_design_scores_gemma":[0.0015344237,0.00027554316,0.005370791,0.0048256963,0.00006009223,0.0000049600903,0.32418382,0.00088659755,0.000022131686,0.044727057,0.6168913,0.0012175431],"about_ca_topic_score_codex":0.007996911,"about_ca_topic_score_gemma":0.0006257997,"teacher_disagreement_score":0.48467922,"about_ca_system_score_codex":0.0017139908,"about_ca_system_score_gemma":0.002685075,"threshold_uncertainty_score":0.99980587},"labels":[],"label_agreement":null},{"id":"W7042986908","doi":"","title":"Representations of the French
\\nLanguage in the Detective Novel
\\nSous les vents de Neptune by Fred
\\nVargas","year":2010,"lang":"en","type":"article","venue":"MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth)","topic":"Crime and Detective Fiction Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Neptune; Humanism; Context (archaeology); Universality (dynamical systems); Hollywood","score_opus":0.03198210797617896,"score_gpt":0.24865739165313225,"score_spread":0.2166752836769533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042986908","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84234285,0.00008735481,0.00031910115,0.0020177464,0.0001269469,0.0005553497,0.0019548512,0.000049438047,0.15254636],"genre_scores_gemma":[0.9860094,0.000069314556,0.00021317904,0.00007124804,0.00012624737,0.0000011692124,0.00012183074,0.000017484672,0.013370098],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973628,0.0006365464,0.00022931705,0.00041280547,0.00091967674,0.00043887086],"domain_scores_gemma":[0.9977096,0.0012584025,0.00021013613,0.00037615185,0.0003347906,0.00011094285],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005019645,0.00021404726,0.00027803914,0.00058341265,0.0015704695,0.00007620921,0.0012293534,0.00010380356,0.0016280655],"category_scores_gemma":[0.00018504917,0.00018081229,0.00025711584,0.00052787975,0.0022347174,0.0008250039,0.00064642436,0.0010554539,0.000025040734],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026824125,0.0026717593,0.3025105,0.00021243711,0.000995352,0.00019846704,0.21583936,0.0005500195,0.020566361,0.1760509,0.27467158,0.0030508463],"study_design_scores_gemma":[0.0036995404,0.00041435292,0.55476046,0.00011573515,0.000093535185,0.000022199034,0.14559475,0.00078479596,0.0012546977,0.011020864,0.28173646,0.00050259335],"about_ca_topic_score_codex":0.024125645,"about_ca_topic_score_gemma":0.041819308,"teacher_disagreement_score":0.25224996,"about_ca_system_score_codex":0.00008689987,"about_ca_system_score_gemma":0.0002739938,"threshold_uncertainty_score":0.99972934},"labels":[],"label_agreement":null},{"id":"W7046116349","doi":"","title":"Decoding and Recoding Game Making Events for Diversity, Inclusion and Innovation","year":2020,"lang":"en","type":"article","venue":"MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth)","topic":"Digital Games and Media","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Dublin City University; Temple University","keywords":"Inclusion (mineral); Decoding methods; Encoding (memory); Context (archaeology); Perspective (graphical); Key (lock)","score_opus":0.10029399742000619,"score_gpt":0.3182413076385557,"score_spread":0.2179473102185495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7046116349","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7628174,0.00012847628,0.0063690604,0.022486743,0.00010129538,0.0012367746,0.000740278,0.00016170522,0.20595829],"genre_scores_gemma":[0.985666,0.00072415895,0.004861905,0.0002358517,0.00011684985,1.644274e-7,0.00013607467,0.000013318962,0.008245721],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979259,0.00029422555,0.00014330518,0.00042952714,0.00080040726,0.00040668304],"domain_scores_gemma":[0.9984306,0.00079587824,0.0001402895,0.000080116806,0.0002676147,0.00028552033],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00066688494,0.00013676303,0.00022002157,0.00072954176,0.0018428499,0.000084319036,0.00058034906,0.00010765829,0.00011578603],"category_scores_gemma":[0.00039844186,0.00017154022,0.000075297,0.0010611849,0.0007152004,0.002830096,0.0039038793,0.0002838737,0.000004502445],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024692866,0.00014341873,0.118668355,0.00031125938,0.00015944568,0.00008428029,0.05367506,0.000050247178,0.0006356171,0.76651305,0.009427634,0.04786232],"study_design_scores_gemma":[0.0041219844,0.0005570826,0.033846386,0.00032553528,0.00005432589,0.000004386142,0.03706922,0.004702743,0.000053601685,0.037498355,0.8811889,0.0005774294],"about_ca_topic_score_codex":0.00018513732,"about_ca_topic_score_gemma":0.00017571141,"teacher_disagreement_score":0.8717613,"about_ca_system_score_codex":0.00011657712,"about_ca_system_score_gemma":0.0003109001,"threshold_uncertainty_score":0.99945664},"labels":[],"label_agreement":null},{"id":"W7048946107","doi":"","title":"Of Metis and Magic: The Conceptual Transformations ofCirce and Medea in Ancient Greek Poetry","year":2009,"lang":"en","type":"article","venue":"MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Poetry; Metis; Ancient Greek; Period (music); Theme (computing)","score_opus":0.017947716662618716,"score_gpt":0.2334379516744921,"score_spread":0.2154902350118734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048946107","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72645575,0.00011807517,0.0008060306,0.0123681715,0.000014357199,0.0007607052,0.00082313083,0.000018728011,0.25863504],"genre_scores_gemma":[0.9928507,0.00016404774,0.0009143019,0.00004707586,0.000019459294,2.1475326e-7,0.00012198169,0.000005492086,0.005876731],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99799514,0.00041251213,0.0001937037,0.00029838952,0.00074695103,0.0003533186],"domain_scores_gemma":[0.99873865,0.0006490388,0.000093817056,0.0001739101,0.00015995564,0.00018465401],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00043584,0.0001422484,0.00023287997,0.000639552,0.0003584386,0.000032124106,0.00052164856,0.00004718561,0.006563062],"category_scores_gemma":[0.000019917245,0.00013802275,0.00008235269,0.0006903969,0.0012671258,0.00039043708,0.000356106,0.00043866938,0.000005976444],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017983589,0.00088440644,0.116587274,0.00014823057,0.00021940305,0.00011415763,0.012257994,0.00015268457,0.004950507,0.7437753,0.03817605,0.080935635],"study_design_scores_gemma":[0.005994566,0.0008262761,0.7839183,0.00013803426,0.00004469128,0.000010240153,0.05141311,0.007835383,0.00034891817,0.013356338,0.13567829,0.00043584916],"about_ca_topic_score_codex":0.0014389282,"about_ca_topic_score_gemma":0.00021459219,"teacher_disagreement_score":0.730419,"about_ca_system_score_codex":0.000020615898,"about_ca_system_score_gemma":0.0002932745,"threshold_uncertainty_score":0.99434507},"labels":[],"label_agreement":null},{"id":"W7061153279","doi":"","title":"Performing new spaces: the theatre of urban","year":2008,"lang":"en","type":"article","venue":"MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Placemaking; Work (physics); Exposition (narrative); Agency (philosophy)","score_opus":0.02510641743307439,"score_gpt":0.22478787938011985,"score_spread":0.19968146194704545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7061153279","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3132772,0.00006485484,0.0010294516,0.005780972,0.000038044353,0.0006880698,0.00051918405,0.000043300024,0.6785589],"genre_scores_gemma":[0.87953985,0.0001513896,0.0019768788,0.00002429459,0.00016553742,2.67262e-7,0.00023140946,0.000018725563,0.11789165],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970144,0.00047198118,0.00021612055,0.00040689425,0.0013574508,0.00053317286],"domain_scores_gemma":[0.99791723,0.0009412034,0.00017116025,0.00039448534,0.0002668066,0.000309121],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00038139947,0.00020844756,0.00030192462,0.0006479657,0.0010168565,0.0000318078,0.0014087897,0.000064271044,0.047586594],"category_scores_gemma":[0.000022247297,0.00019317289,0.00026315337,0.0009234704,0.0013007506,0.00041980646,0.00109322,0.00065252546,0.00007633739],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022617497,0.0006372919,0.2633486,0.00012349806,0.0004890753,0.00014634714,0.00577424,0.00024399604,0.0030322035,0.14529373,0.55710703,0.021542225],"study_design_scores_gemma":[0.0044747796,0.00071296387,0.08614184,0.00015765011,0.00005704278,0.000011648594,0.024120381,0.004530149,0.0010565134,0.0049033547,0.8733171,0.00051652786],"about_ca_topic_score_codex":0.006654041,"about_ca_topic_score_gemma":0.00012314567,"teacher_disagreement_score":0.5662626,"about_ca_system_score_codex":0.000033299613,"about_ca_system_score_gemma":0.0012846749,"threshold_uncertainty_score":0.9999607},"labels":[],"label_agreement":null},{"id":"W7064456980","doi":"","title":"Benefits of mixing grasses and legumes for herbage yield and nutritive value in Northern Europe and Canada","year":2014,"lang":"en","type":"article","venue":"MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth)","topic":"Electrical and Electromagnetic Research","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Monoculture; Yield (engineering); Red Clover; Trifolium repens; Weed; Phleum; Agropyron","score_opus":0.013066476723297972,"score_gpt":0.20468467801577622,"score_spread":0.19161820129247825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064456980","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9807217,0.00015065813,0.00048963923,0.0011874264,0.0000070293668,0.00032662688,0.0003644329,0.000006760823,0.01674574],"genre_scores_gemma":[0.9960175,0.0002352576,0.0008198973,0.000014195028,0.000035130084,3.2439323e-7,0.000075498734,0.000010987923,0.0027912066],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985011,0.00024271078,0.00012957024,0.00034469733,0.0004026669,0.00037924666],"domain_scores_gemma":[0.9977538,0.0017069395,0.000072363044,0.00009290488,0.00018459969,0.00018940348],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026952548,0.00013700181,0.00026218896,0.00035917523,0.00031331027,0.000029038623,0.00027265205,0.000042588046,0.00004604422],"category_scores_gemma":[0.00006386404,0.00014999951,0.000042745818,0.0003643648,0.00044333714,0.00042213974,0.00035374385,0.00031163427,5.9565804e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009771524,0.00017392334,0.8081345,0.00021308998,0.000115377305,0.000013904278,0.00042085323,0.00014238206,0.0012957919,0.17747219,0.002934523,0.00810632],"study_design_scores_gemma":[0.0048607877,0.0014332142,0.9377581,0.00031632924,0.00004030237,0.000006409304,0.003018392,0.0056292703,0.0013014162,0.030017223,0.015106639,0.00051192817],"about_ca_topic_score_codex":0.14873245,"about_ca_topic_score_gemma":0.061786804,"teacher_disagreement_score":0.14745496,"about_ca_system_score_codex":0.000034435612,"about_ca_system_score_gemma":0.00036913823,"threshold_uncertainty_score":0.9553331},"labels":[],"label_agreement":null},{"id":"W7071716672","doi":"","title":"Towards a Synthetic Account of Sin that Merges MagisterialTeaching and Theological Reflection on Sin with thePhilosophical Insights of Bernard J.F. Lonergan","year":2013,"lang":"en","type":"other","venue":"MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth)","topic":"Educational Strategies and Epistemologies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Magisterium; Skepticism; Reflection (computer programming); Work (physics); Criticism","score_opus":0.07333150901685818,"score_gpt":0.30209792576095396,"score_spread":0.22876641674409576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071716672","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17208086,0.0003402281,0.00018535802,0.0032127968,0.00013781399,0.0006526264,0.00081328355,0.000088279456,0.8224888],"genre_scores_gemma":[0.82769746,0.0011658315,0.0020718009,0.00004242391,0.00017576611,0.0000011501577,0.0003992024,0.00010743298,0.16833895],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966126,0.0011038706,0.0002472767,0.0006769313,0.0009579113,0.0004014125],"domain_scores_gemma":[0.99791944,0.00085017463,0.00048883667,0.00038795537,0.00017166896,0.00018189619],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030097167,0.0003550345,0.0006570308,0.0011849594,0.00027748087,0.000032191147,0.0008474425,0.0003896483,0.0048010284],"category_scores_gemma":[0.000049976017,0.00030905247,0.00017194301,0.0004056329,0.0024125269,0.00036327663,0.0004918881,0.0007550541,0.000032194417],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0075421953,0.0011536207,0.012000924,0.0005392269,0.0011352046,0.00021715813,0.0030320704,0.00007990535,0.00045273954,0.822537,0.150298,0.0010119594],"study_design_scores_gemma":[0.009240325,0.008815836,0.29922506,0.0034360746,0.00047747718,0.0001891155,0.040997844,0.00037093772,0.00039450123,0.099249825,0.5352197,0.0023832691],"about_ca_topic_score_codex":0.0045954646,"about_ca_topic_score_gemma":0.0003322057,"teacher_disagreement_score":0.72328717,"about_ca_system_score_codex":0.000102026264,"about_ca_system_score_gemma":0.00036306444,"threshold_uncertainty_score":0.99993616},"labels":[],"label_agreement":null},{"id":"W7074127979","doi":"","title":"Draft genome sequence of the fungal biocontrol agent, Bacillus velezensis Kos","year":2024,"lang":"en","type":"article","venue":"MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"Irish Research Council; Teagasc","keywords":"Whole genome sequencing; Biological pest control; Genome; Strain (injury); Agaricus bisporus; Trichoderma; Bacillus (shape)","score_opus":0.06232452773069368,"score_gpt":0.22339926796052018,"score_spread":0.16107474022982649,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074127979","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15247963,0.0019634808,0.0009425528,0.0057008057,0.0013187571,0.0011207048,0.031646945,0.00016643979,0.8046607],"genre_scores_gemma":[0.7684931,0.00082551595,0.0006838749,0.000063497566,0.00008882634,3.961879e-7,0.00016124126,0.00002306166,0.2296605],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99801636,0.00016434382,0.00032987967,0.00068588194,0.0003031697,0.0005003868],"domain_scores_gemma":[0.99868435,0.00041438694,0.00021618574,0.00038047464,0.00012927096,0.00017535858],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006923921,0.00020381267,0.00042661277,0.00096540584,0.00062748254,0.00008648923,0.0012930275,0.00010616187,0.005413722],"category_scores_gemma":[0.00007989054,0.00021708822,0.0003992368,0.001014429,0.0014784225,0.0011579369,0.0010913091,0.00044440798,0.0014485777],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006361726,0.00025899237,0.034384273,0.00037704204,0.0010301773,0.00022486965,0.004744227,0.00082220574,0.0012386673,0.7160498,0.23946491,0.00076866633],"study_design_scores_gemma":[0.0013314604,0.00013242368,0.026971856,0.00012196574,0.000033035332,0.000011810654,0.0040687486,0.006536184,0.00006292057,0.0132720005,0.94707596,0.00038161487],"about_ca_topic_score_codex":0.00073692546,"about_ca_topic_score_gemma":0.00006312744,"teacher_disagreement_score":0.7076111,"about_ca_system_score_codex":0.00027509488,"about_ca_system_score_gemma":0.00032667772,"threshold_uncertainty_score":0.9993289},"labels":[],"label_agreement":null},{"id":"W7126284773","doi":"","title":"Fossil fuel industry influence in higher education: A review and a research agenda","year":2024,"lang":"en","type":"article","venue":"MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth)","topic":"Sustainability in Higher Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute on Aging; National Science Foundation","keywords":"Fossil fuel; Climate change; Denial; Transparency (behavior); Scholarship; Higher education","score_opus":0.0861041364119205,"score_gpt":0.38223254449092,"score_spread":0.2961284080789995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7126284773","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36203668,0.016660582,0.000013418771,0.16241011,0.00033153337,0.0025238611,0.000390722,0.00027260312,0.4553605],"genre_scores_gemma":[0.86434305,0.009111121,0.00094044773,0.0003454491,0.00024820535,0.000003472463,0.00011581714,0.000027696746,0.124864735],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9940044,0.002628103,0.00024843434,0.00073289155,0.0016382779,0.0007478696],"domain_scores_gemma":[0.9962231,0.002111534,0.00007826676,0.0003266652,0.0008459431,0.0004145041],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027267141,0.00019108599,0.00030042342,0.001889367,0.0010154246,0.00019587224,0.0011452587,0.00030664555,0.0031138246],"category_scores_gemma":[0.00053295697,0.00023444311,0.000112361784,0.003907141,0.002843589,0.002966493,0.0007636637,0.0019106927,0.00008553915],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039132425,0.00061768293,0.08749892,0.0032066193,0.00012280996,0.0003095918,0.023834586,0.00004602978,0.00004787936,0.61860216,0.26125956,0.0040628603],"study_design_scores_gemma":[0.00036823997,0.0000901251,0.12609328,0.0009847495,0.000024453066,0.000005153876,0.020368008,0.00003617895,0.0000024719488,0.036329255,0.8154632,0.00023488996],"about_ca_topic_score_codex":0.007948091,"about_ca_topic_score_gemma":0.000797732,"teacher_disagreement_score":0.5822729,"about_ca_system_score_codex":0.0009411013,"about_ca_system_score_gemma":0.006627595,"threshold_uncertainty_score":0.9998701},"labels":[],"label_agreement":null}]}