{"meta":{"query_hash":"334803b3219d","filters":{"venue":"Arrow - TU Dublin (Technological University Dublin)"},"cohort_total":91,"direct_labels_cover":0,"predictions_cover":91,"exported":91,"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/334803b3219d","api":"https://metacan.xera.ac/api/v1/cohort?venue=Arrow+-+TU+Dublin+%28Technological+University+Dublin%29"},"results":[{"id":"W100637911","doi":"","title":"Learning From Mentoring Relationships Within and Between Higher Education Institute Staff","year":2012,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Mentoring and Academic Development","field":"Psychology","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; European Commission","keywords":"Medical education; Teaching staff; Pedagogy; Professional development; Psychology; Medicine","score_opus":0.08530398631346217,"score_gpt":0.28409878553859236,"score_spread":0.1987947992251302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W100637911","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":[0.980047,0.0003548256,0.0007803061,0.0018707316,0.002433795,0.00019384387,0.0000076125884,0.00057242374,0.013739501],"genre_scores_gemma":[0.97249776,0.00003352195,0.0028082614,0.000041241383,0.00032090084,0.0000055599207,0.000100431425,0.000015393134,0.024176931],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981791,0.00024452814,0.0002926997,0.0004933338,0.0002498053,0.0005405607],"domain_scores_gemma":[0.99887663,0.0002519702,0.00021418188,0.00029408908,0.00005691755,0.00030622972],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008256129,0.00023000776,0.00025822656,0.0003198796,0.000511339,0.00005009264,0.00037704766,0.000647418,0.0006063739],"category_scores_gemma":[0.00021879662,0.0002294017,0.000048190002,0.00055894227,0.00024216481,0.0006929489,0.00028116698,0.001315031,0.00030252436],"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":[0.00006837076,0.0004099308,0.5183141,0.000013020868,0.0002119941,0.00001609863,0.004121406,0.000019698691,0.00036551812,0.44188485,0.00297195,0.03160303],"study_design_scores_gemma":[0.0013005803,0.00011297733,0.26435152,0.00009330901,0.00012335663,0.000008015939,0.009608726,0.000024291096,0.00033804897,0.0030947614,0.7203354,0.00060896354],"about_ca_topic_score_codex":0.00014988538,"about_ca_topic_score_gemma":0.0000033143033,"teacher_disagreement_score":0.7173635,"about_ca_system_score_codex":0.00025240044,"about_ca_system_score_gemma":0.000058509282,"threshold_uncertainty_score":0.935473},"labels":[],"label_agreement":null},{"id":"W1204289295","doi":"10.21427/8kz8-e390","title":"Creating an Experiential Learning Based Multi-Disciplinary Program","year":2022,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Engineering Education and Curriculum Development","field":"Engineering","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":"Ontario Tech University","funders":"","keywords":"Experiential learning; Curriculum; Active learning (machine learning); Computer science; Knowledge management; Learning sciences; Educational technology; Project-based learning; Engineering management; Engineering; Artificial intelligence; Mathematics education; Psychology; Pedagogy","score_opus":0.016620463820258276,"score_gpt":0.23396821502839543,"score_spread":0.21734775120813715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1204289295","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":[0.96408874,0.00007185623,0.027353356,0.00029924096,0.00046992372,0.00040155815,0.000011896862,0.005956011,0.0013474238],"genre_scores_gemma":[0.9775033,0.000008033403,0.021361515,0.000030522133,0.00003308709,0.000053982876,0.0001714995,0.0000355006,0.0008025725],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99850017,0.000096830096,0.00022446159,0.0003884445,0.00031813295,0.000471986],"domain_scores_gemma":[0.999332,0.000047955393,0.000057150835,0.00031464393,0.00006192611,0.00018631286],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027361242,0.00025831978,0.00022328422,0.00043045668,0.0008045696,0.00007566695,0.0006263096,0.00018454352,0.0011514378],"category_scores_gemma":[0.000077139906,0.0002924944,0.000106142485,0.0011615717,0.000113745664,0.00029110385,0.00031854882,0.00093721476,0.000033251185],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010565503,0.003334627,0.0038305388,0.00013090936,0.00014512856,0.00039544664,0.0046791513,0.9245882,0.0063091237,0.011037063,0.0020325952,0.04341158],"study_design_scores_gemma":[0.0015261814,0.00043931912,0.0024668863,0.000022633292,0.000025986063,0.00002703471,0.02405871,0.84358025,0.001314126,0.00003117,0.12571312,0.0007945916],"about_ca_topic_score_codex":0.000009079998,"about_ca_topic_score_gemma":0.000004952891,"teacher_disagreement_score":0.123680525,"about_ca_system_score_codex":0.0003805362,"about_ca_system_score_gemma":0.00006485712,"threshold_uncertainty_score":0.99995273},"labels":[],"label_agreement":null},{"id":"W129126142","doi":"","title":"Milk: The Food of Foods","year":2017,"lang":"en","type":"book","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Culinary Culture and Tourism","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Food science; Business; Biology","score_opus":0.02829565346898219,"score_gpt":0.19104021581250796,"score_spread":0.16274456234352577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W129126142","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":[0.2323235,0.0023432318,0.000031459756,0.029631823,0.0007437369,0.0017224684,0.0011645267,0.0011371989,0.7309021],"genre_scores_gemma":[0.5450094,0.00040506897,0.00012209605,0.00019019326,0.0004924235,0.0000030209844,0.0003883895,0.0000049593314,0.45338446],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99749917,0.00013109349,0.00040088312,0.00083766435,0.00056287105,0.0005683019],"domain_scores_gemma":[0.9978147,0.0003959758,0.0007407897,0.0006003022,0.00028114766,0.00016704592],"candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00043676601,0.0005445239,0.0007833016,0.00008121576,0.0010250468,0.00012409266,0.0034973037,0.0018588916,0.0010902521],"category_scores_gemma":[0.00023524257,0.00020000107,0.0007231095,0.0003942632,0.0014919688,0.0002842341,0.0011352594,0.0013821784,0.00015612041],"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":[0.0004973984,0.0010324741,0.0003090731,0.00012996339,0.0008914058,0.00076951063,0.00021046505,0.000008939199,0.010786352,0.40014574,0.4578435,0.12737517],"study_design_scores_gemma":[0.0004138336,0.0010883095,0.00092808495,0.00009857874,0.00015239784,0.000025970285,0.00031069864,0.000014328926,0.0005660593,0.014177711,0.98168737,0.0005366808],"about_ca_topic_score_codex":0.00006967108,"about_ca_topic_score_gemma":0.0004570835,"teacher_disagreement_score":0.5238438,"about_ca_system_score_codex":0.00012049444,"about_ca_system_score_gemma":0.00009631943,"threshold_uncertainty_score":0.9998229},"labels":[],"label_agreement":null},{"id":"W1520347696","doi":"10.21427/d70p6c","title":"Property Value Assessment and the Irish EIA Process","year":2003,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Environmental and Social Impact Assessments","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":"Irish; Property (philosophy); Process (computing); Value (mathematics); Real property; Computer science; Political science; Epistemology; Law","score_opus":0.01423399209612157,"score_gpt":0.24480156914731832,"score_spread":0.23056757705119674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1520347696","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":[0.91101426,0.00003235314,0.001256909,0.004286709,0.00008258836,0.0006738656,0.000008711441,0.00022715276,0.08241744],"genre_scores_gemma":[0.9940844,0.0001332398,0.0016655895,0.0005638337,0.000012375495,0.000007780834,0.000006813403,0.0000141715245,0.003511793],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99781406,0.0003475662,0.00021804732,0.0005819468,0.00052890106,0.0005094709],"domain_scores_gemma":[0.9991389,0.0001266256,0.00014077885,0.00038516047,0.000013302709,0.0001952598],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007799015,0.00028005167,0.00031349776,0.000059995273,0.00077572593,0.00010315183,0.0006793985,0.0003090561,0.0015071895],"category_scores_gemma":[0.00016115629,0.00016329858,0.000114299306,0.00064645894,0.0024335328,0.00063075294,0.000508874,0.0005972276,0.00016459712],"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":[0.0006602892,0.0036961525,0.5620924,0.00007494783,0.00037998936,0.00048322405,0.0021875843,0.0012191602,0.0055615595,0.380418,0.01227274,0.030953892],"study_design_scores_gemma":[0.030327994,0.0017456654,0.45730174,0.00012974095,0.00065902004,0.00027459825,0.035562508,0.015306295,0.0058360924,0.1005992,0.34797755,0.0042796023],"about_ca_topic_score_codex":0.00016797145,"about_ca_topic_score_gemma":0.000023571087,"teacher_disagreement_score":0.3357048,"about_ca_system_score_codex":0.00040091077,"about_ca_system_score_gemma":0.000036151392,"threshold_uncertainty_score":0.99940556},"labels":[],"label_agreement":null},{"id":"W1529463795","doi":"","title":"Links with Canada Benefit DIT Prosthesis Research","year":2010,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business; Operations management; Computer science; Engineering","score_opus":0.029296450085360436,"score_gpt":0.26009546907279096,"score_spread":0.23079901898743052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1529463795","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":[0.9242389,0.00008799652,0.00009971698,0.010003998,0.00012915947,0.00042625685,0.00003888139,0.00047645537,0.064498626],"genre_scores_gemma":[0.98991454,0.000063755,0.0013691656,0.00020580066,0.000119130484,0.0000035918194,0.000026376269,0.00002006189,0.008277574],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975714,0.000060105373,0.00020627002,0.00063241145,0.0009024072,0.00062741566],"domain_scores_gemma":[0.9976331,0.00043589735,0.00008750451,0.00072053575,0.00082658563,0.00029635744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056380173,0.0002443313,0.00054865173,0.0004963183,0.00064799044,0.000053727133,0.00017723904,0.0006636822,0.00018762585],"category_scores_gemma":[0.00080433616,0.00018983167,0.00013041044,0.0016999617,0.0008671805,0.00015370073,0.00030107814,0.0021238034,0.000071813156],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005674486,0.0014677889,0.39319235,0.0003655347,0.0018445154,0.006145185,0.00087601336,0.00019067635,0.021574091,0.33150837,0.17339718,0.06376382],"study_design_scores_gemma":[0.002782991,0.0006450017,0.055286787,0.00009506991,0.00014734734,0.0005751933,0.003277493,0.00016799977,0.00444332,0.000505113,0.9315351,0.00053855684],"about_ca_topic_score_codex":0.024627544,"about_ca_topic_score_gemma":0.08705976,"teacher_disagreement_score":0.75813794,"about_ca_system_score_codex":0.00026465568,"about_ca_system_score_gemma":0.00056099484,"threshold_uncertainty_score":0.98186755},"labels":[],"label_agreement":null},{"id":"W1539914959","doi":"","title":"Applications of Mobile Computing for Fish Species at Risk Management","year":2004,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Fish Ecology and Management Studies","field":"Environmental Science","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":"Enterprise Ireland","keywords":"Context (archaeology); Computer science; World Wide Web; Enforcement; Data science; Task (project management); Field (mathematics); Fish <Actinopterygii>; Fishery; Geography; Ecology; Engineering","score_opus":0.00798572949308103,"score_gpt":0.18875983747723016,"score_spread":0.18077410798414914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1539914959","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":[0.8474984,0.000016586002,0.10526511,0.002202205,0.00007239784,0.0017737799,0.00010788524,0.00043531525,0.042628285],"genre_scores_gemma":[0.98212487,0.00024282595,0.013401339,0.0002242591,0.000012068034,0.000027474383,0.000032408152,0.0000075710645,0.0039271824],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99875295,0.000028561843,0.00021469792,0.0004832123,0.00017515075,0.0003454503],"domain_scores_gemma":[0.9992495,0.0001167062,0.00020310415,0.0003532532,0.000023341541,0.000054101198],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027800904,0.00016571376,0.00024145027,0.00014296429,0.00069973664,0.00001153557,0.00064717635,0.00017852179,0.0006628605],"category_scores_gemma":[0.000046748533,0.00016348937,0.00012234447,0.000655569,0.00093133084,0.0001653103,0.0014751325,0.00016620746,0.00013573475],"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":[0.00042883147,0.0031256152,0.19454338,0.000258842,0.0007319671,0.000117524774,0.0007046418,0.029125733,0.00055555155,0.65895915,0.078250475,0.033198304],"study_design_scores_gemma":[0.0038502319,0.00053495466,0.13821429,0.000024658191,0.00025154327,0.0000046033724,0.0050704037,0.00080200407,0.0016839863,0.022272956,0.8266769,0.0006134963],"about_ca_topic_score_codex":0.00003170277,"about_ca_topic_score_gemma":0.0004320754,"teacher_disagreement_score":0.7484264,"about_ca_system_score_codex":0.00032520053,"about_ca_system_score_gemma":0.0000040844534,"threshold_uncertainty_score":0.7257858},"labels":[],"label_agreement":null},{"id":"W1540462025","doi":"10.21427/d79p5s","title":"Inside the Selection Box: Visualising active learning selection strategies","year":2010,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Machine Learning and Algorithms","field":"Computer Science","cited_by":4,"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":"Science Foundation Ireland; Canada Millennium Scholarship Foundation","keywords":"Selection (genetic algorithm); Computer science; Active learning (machine learning); Machine learning; Artificial intelligence; Key (lock)","score_opus":0.00891897734960887,"score_gpt":0.23154303290995315,"score_spread":0.22262405556034429,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1540462025","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":[0.63889897,0.000010036497,0.35133442,0.0039634225,0.0003005178,0.00018091459,0.0000011487389,0.0020483972,0.00326218],"genre_scores_gemma":[0.9844182,0.000015188,0.014470808,0.00011890863,0.00012707319,0.0000020557,0.000007364983,0.000012943577,0.00082744256],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9977953,0.0003435022,0.00020937846,0.0007254653,0.00039640508,0.0005299797],"domain_scores_gemma":[0.9986939,0.0003217795,0.00023630513,0.0003752536,0.00025882234,0.000113932285],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0007003295,0.00027845963,0.00024433463,0.0004447676,0.0015542533,0.0005872004,0.0013683091,0.00047265875,0.00010105205],"category_scores_gemma":[0.0005205125,0.00022054515,0.00013732773,0.0023475622,0.00035493737,0.0017040487,0.000514402,0.0029571685,0.000076166296],"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":[0.00008063912,0.0002794319,0.0022813634,0.000013317602,0.0000875047,0.000072376504,0.0008790288,0.0053243074,0.03369156,0.7947414,0.0003822945,0.16216676],"study_design_scores_gemma":[0.0015856882,0.00092649617,0.011386104,0.000036967143,0.000057963287,0.0003397605,0.0054750945,0.8218639,0.021365086,0.014488668,0.12137565,0.0010986468],"about_ca_topic_score_codex":0.00024855733,"about_ca_topic_score_gemma":0.0002211147,"teacher_disagreement_score":0.8165396,"about_ca_system_score_codex":0.00010921151,"about_ca_system_score_gemma":0.00016588454,"threshold_uncertainty_score":0.9997456},"labels":[],"label_agreement":null},{"id":"W1560562293","doi":"10.21427/d7q77s","title":"Emerging Adulthood in Ireland: Is the Quarter-Life Crisis a Common Experience?","year":2011,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":7,"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":"Quarter (Canadian coin); Political science; History","score_opus":0.02324431039381401,"score_gpt":0.251919331000785,"score_spread":0.228675020606971,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1560562293","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":[0.9698459,0.00006825037,0.0013017338,0.013195559,0.00025268487,0.00024483041,0.000014196265,0.0002357142,0.014841144],"genre_scores_gemma":[0.99777526,0.00016318058,0.00042381967,0.0012417505,0.000051820134,0.0000063567854,0.00000723733,0.000008631993,0.00032196712],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9980374,0.0002855774,0.00027482308,0.0004501464,0.00043485753,0.0005172153],"domain_scores_gemma":[0.99907935,0.00012726414,0.00013337441,0.00036411305,0.0001502345,0.00014563923],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000659815,0.00018776799,0.00023986041,0.0002887237,0.0009870105,0.000092885224,0.0011729907,0.00037508222,0.00097318785],"category_scores_gemma":[0.00025796366,0.00015451701,0.00016355948,0.0011628579,0.00058084645,0.00047798894,0.00024696562,0.0005071091,0.000056273402],"study_design_candidate":"qualitative","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":[0.00009342603,0.0003097032,0.021329135,0.000005725432,0.00003840405,0.00016720328,0.07534361,0.000020381953,0.000114953335,0.89486337,0.0059357462,0.00177833],"study_design_scores_gemma":[0.0011677546,0.0002149983,0.011283002,0.00006082113,0.00003689821,0.0000072989333,0.91423434,0.0075483117,0.00022535393,0.016478939,0.047996394,0.0007458766],"about_ca_topic_score_codex":0.003742745,"about_ca_topic_score_gemma":0.0043459996,"teacher_disagreement_score":0.8783845,"about_ca_system_score_codex":0.00019246065,"about_ca_system_score_gemma":0.00011398052,"threshold_uncertainty_score":0.99994004},"labels":[],"label_agreement":null},{"id":"W1599956645","doi":"10.21427/d7q89w","title":"Off to a Good Start: Using Clustering to Select the Initial Training Set in Active Learning","year":2010,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Machine Learning and Algorithms","field":"Computer Science","cited_by":38,"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":"Science Foundation Ireland; Canada Millennium Scholarship Foundation","keywords":"Cluster analysis; Computer science; Artificial intelligence; Set (abstract data type); Selection (genetic algorithm); Task (project management); Machine learning; Process (computing); Nondeterministic algorithm; Sample (material); Data mining; Algorithm; Engineering","score_opus":0.038365751123520524,"score_gpt":0.27322552306462233,"score_spread":0.2348597719411018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1599956645","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":[0.7809493,0.0000045232136,0.21055786,0.006288461,0.00023191186,0.0003155147,0.0000058520673,0.0006460947,0.0010004756],"genre_scores_gemma":[0.9567554,0.0000021877902,0.042417824,0.0004629464,0.00008942999,0.0000030961153,0.000004511588,0.000015710008,0.00024892017],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9973863,0.00030712507,0.00026540438,0.00084455387,0.0004006429,0.00079601805],"domain_scores_gemma":[0.9985366,0.00037005858,0.00013131354,0.00058188126,0.00012795097,0.00025218548],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0010353553,0.00030152436,0.00035584587,0.00077908026,0.0006864925,0.00027621022,0.0021530357,0.00034479148,0.00006319025],"category_scores_gemma":[0.001013929,0.00025805307,0.00011219391,0.003007722,0.00016458091,0.0006454007,0.0015638976,0.0024847363,0.00006944108],"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":[0.00038567724,0.0004093532,0.0027009798,0.00002668546,0.00011230803,0.0012223116,0.022500155,0.08855725,0.030993147,0.088159755,0.00020138909,0.764731],"study_design_scores_gemma":[0.0016502292,0.0007747879,0.0028980447,0.00008522245,0.000020259597,0.0001565223,0.006676255,0.9290894,0.0022600442,0.00089498097,0.054569572,0.0009246567],"about_ca_topic_score_codex":0.00021549356,"about_ca_topic_score_gemma":0.00050886493,"teacher_disagreement_score":0.8405322,"about_ca_system_score_codex":0.0001492267,"about_ca_system_score_gemma":0.00015829294,"threshold_uncertainty_score":0.9999872},"labels":[],"label_agreement":null},{"id":"W1604454051","doi":"10.21427/d7sb15","title":"Homeless Outreach Projects for Single Parent Families: What Happens to the Children?","year":2005,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Homelessness and Social Issues","field":"Health Professions","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":"Poverty; Outreach; Mental health; Face (sociological concept); Domestic violence; Family studies; Sociology; Psychology; Political science; Criminology; Economic growth; Psychiatry; Medicine; Suicide prevention; Poison control; Environmental health; Social science","score_opus":0.07386613176495332,"score_gpt":0.33816242718895784,"score_spread":0.2642962954240045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1604454051","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":[0.97029036,0.0004066758,0.00307877,0.019730764,0.000436568,0.003083428,0.00013650797,0.00092995586,0.0019069407],"genre_scores_gemma":[0.99571437,0.0004446973,0.0010383937,0.0007849908,0.00040318747,0.00011719848,0.000112567934,0.000038635793,0.0013459895],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9967215,0.00037777657,0.00049610337,0.00081012584,0.00041896076,0.0011755285],"domain_scores_gemma":[0.99760985,0.00066267734,0.00025932302,0.00077326625,0.0004168916,0.00027797854],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0008305086,0.00039492542,0.00079687656,0.00039854113,0.0022467382,0.00013783306,0.0013973175,0.0008764459,0.0002706707],"category_scores_gemma":[0.0005567163,0.00028988533,0.00025632253,0.0012778649,0.00037394758,0.00076295796,0.00070759526,0.0010157726,0.0005306046],"study_design_candidate":"qualitative","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":[0.0013010746,0.0041157734,0.06157097,0.0003521858,0.00053772255,0.00008893865,0.078630716,0.00037730663,0.00105631,0.378669,0.011665421,0.46163458],"study_design_scores_gemma":[0.0031211504,0.00058282295,0.007862387,0.00029309,0.00011423796,0.0000016006848,0.5827047,0.00047407215,0.0006042456,0.00083400524,0.40257072,0.0008369311],"about_ca_topic_score_codex":0.00047106124,"about_ca_topic_score_gemma":0.008249815,"teacher_disagreement_score":0.50407404,"about_ca_system_score_codex":0.0005026665,"about_ca_system_score_gemma":0.00019034368,"threshold_uncertainty_score":0.99995536},"labels":[],"label_agreement":null},{"id":"W2051495220","doi":"10.1080/00207233.2014.90801","title":"Geographic Information System-based tools in environmental management","year":2014,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","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":"Queen's University; Trinity College Dublin; University College Dublin; Queen's University Belfast","keywords":"Flexibility (engineering); Irish; Information system; Work (physics); Environmental planning; Environmental resource management; Geographic information system; Computer science; Geography; Engineering; Environmental science; Cartography","score_opus":0.006554419947546095,"score_gpt":0.15645385687318764,"score_spread":0.14989943692564153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051495220","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":[0.9480262,0.0000074275854,0.01239807,0.0020609724,0.00009810603,0.00057772116,0.000014082207,0.0005132081,0.036304258],"genre_scores_gemma":[0.9978718,0.000027617129,0.0012354596,0.0004948837,0.0000065515674,0.0000100027955,0.000053388707,0.0000062177864,0.00029406403],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99832964,0.00014286194,0.00027535472,0.00043792196,0.00032714545,0.0004870495],"domain_scores_gemma":[0.9993049,0.00006713958,0.00012529861,0.00041504134,0.000004162111,0.00008345774],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006008108,0.00024046181,0.00025133003,0.00046503346,0.00033021913,0.000046988724,0.0006826309,0.0002791694,0.0004962696],"category_scores_gemma":[0.000037381804,0.00022697546,0.000101272715,0.00067693007,0.00069282606,0.00094727514,0.0007618652,0.00030964296,0.0013195338],"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":[0.00077199365,0.0013838311,0.6306241,0.00027233394,0.00026363746,0.00060014974,0.00046270023,0.03417247,0.00043280332,0.24278618,0.0038906913,0.084339075],"study_design_scores_gemma":[0.008555755,0.0006842963,0.5354977,0.00010415334,0.00018531222,0.000013257689,0.0061786408,0.06826858,0.00055448595,0.0022867047,0.3761121,0.001558999],"about_ca_topic_score_codex":0.00005504088,"about_ca_topic_score_gemma":0.000030346851,"teacher_disagreement_score":0.3722214,"about_ca_system_score_codex":0.00032196738,"about_ca_system_score_gemma":0.0000023576192,"threshold_uncertainty_score":0.9994581},"labels":[],"label_agreement":null},{"id":"W2109351681","doi":"10.21427/d75b6g","title":"Digital technologies and the future of radio: lessons from the Canadian experience","year":2006,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"ICT Impact and Policies","field":"Engineering","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":"Telecommunications; Digital radio; Pace; Government (linguistics); Business; Radio broadcasting; Political science; Engineering; Geography","score_opus":0.007676895578209614,"score_gpt":0.18268142691662118,"score_spread":0.17500453133841157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109351681","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":[0.96754646,0.001809744,0.00029791493,0.023434516,0.0001338626,0.0002171386,0.0002431355,0.0008826459,0.0054345876],"genre_scores_gemma":[0.99917144,0.00032027948,0.000096210206,0.00005044336,0.00005494716,0.0000020343625,0.00002414935,0.000010762587,0.00026974734],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99911714,0.000028133829,0.00016041697,0.00014008896,0.00016440084,0.0003898474],"domain_scores_gemma":[0.9991294,0.0002559565,0.000052686682,0.0004555968,0.000047943427,0.000058409525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000111813744,0.00020580491,0.00025219136,0.00018441059,0.00041400478,0.00014361595,0.00093846,0.0004230032,0.00003145777],"category_scores_gemma":[0.00010231946,0.00012453672,0.00009197208,0.00072012213,0.0019329324,0.00032451964,0.00017990524,0.000494822,0.000010717538],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008877893,0.00005385952,0.008925891,0.000015410042,0.00011481407,0.00005403011,0.002590206,0.00055393204,0.00068863214,0.93536496,0.011515398,0.040034097],"study_design_scores_gemma":[0.004205993,0.00013551017,0.027567152,0.000079692356,0.00013316816,0.000084293955,0.15094517,0.0061403504,0.008932983,0.040680367,0.75982976,0.0012655619],"about_ca_topic_score_codex":0.012721213,"about_ca_topic_score_gemma":0.035437826,"teacher_disagreement_score":0.8946846,"about_ca_system_score_codex":0.00009893122,"about_ca_system_score_gemma":0.00004489536,"threshold_uncertainty_score":0.99385315},"labels":[],"label_agreement":null},{"id":"W2131580225","doi":"10.21427/d7sm76","title":"How Useful is it to Understand Belfast as a Global City?","year":2013,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Urban Planning and Governance","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; Queen's University Belfast","keywords":"Polity; Globalization; Sociology; Dominance (genetics); Global city; Context (archaeology); Order (exchange); Aesthetics; Media studies; Environmental ethics; Political science; Law; History; Politics","score_opus":0.04461815114810708,"score_gpt":0.2575396234356982,"score_spread":0.21292147228759112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131580225","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":[0.7548577,0.000063451844,0.0027793292,0.1953766,0.00019182995,0.00049230544,0.00009385962,0.00069452036,0.045450393],"genre_scores_gemma":[0.9507001,0.0000709243,0.0010580273,0.0026725046,0.000083721236,0.0000020703517,0.0000075026787,0.000009492007,0.045395657],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99725986,0.00014739842,0.0001803568,0.0007580451,0.00077334716,0.00088097574],"domain_scores_gemma":[0.9983942,0.00016336462,0.00016167587,0.0004928294,0.00028396602,0.0005039757],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00037542568,0.00028672014,0.00034539975,0.00019226375,0.0010324642,0.0005214578,0.0014365189,0.00067946385,0.0015296036],"category_scores_gemma":[0.0010446991,0.00028361392,0.00017189597,0.00208234,0.0009850627,0.0010770565,0.00041638038,0.00048031763,0.0011934143],"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":[0.000121587116,0.0003567021,0.022365902,0.000011605803,0.000098472316,0.00028502382,0.004751894,0.000010905965,0.0001197059,0.52876127,0.43767282,0.0054441188],"study_design_scores_gemma":[0.00092376315,0.00029119843,0.00553272,0.000049364724,0.00003625564,0.00000984652,0.058247052,0.000092310125,0.00012823667,0.013050891,0.92101336,0.000625027],"about_ca_topic_score_codex":0.0044812807,"about_ca_topic_score_gemma":0.002063103,"teacher_disagreement_score":0.51571035,"about_ca_system_score_codex":0.0007028189,"about_ca_system_score_gemma":0.00023003553,"threshold_uncertainty_score":0.9999616},"labels":[],"label_agreement":null},{"id":"W2135495644","doi":"10.21427/d7zn26","title":"Cervical Screening a Study on the Prevalence of the Risk-factors for Developing Cervical Cancer Among Young Women","year":2008,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Cervical Cancer and HPV 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":"Medicine; Cervical cancer; Cervical screening; Gynecology; Attendance; Quarter (Canadian coin); Pill; Sexually transmitted disease; Demography; Obstetrics; Family medicine; Cancer; Internal medicine; Syphilis; Human immunodeficiency virus (HIV)","score_opus":0.0713125340114704,"score_gpt":0.2918541562837862,"score_spread":0.22054162227231577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2135495644","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":[0.98981524,0.00006863981,0.0013337637,0.005495127,0.000092945884,0.001968678,0.00009886833,0.00021668611,0.00091003213],"genre_scores_gemma":[0.99795365,0.00020964279,0.0002558801,0.00027548432,0.00007009768,0.00005280831,0.0000050175154,0.00002452406,0.0011529172],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968029,0.0003193743,0.0003956927,0.0007208227,0.0009960482,0.0007651633],"domain_scores_gemma":[0.99707717,0.0011088022,0.00023820937,0.0008428448,0.00047104654,0.0002619013],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00087265304,0.00032562565,0.00056190864,0.00027969928,0.0010686857,0.00002988409,0.0013531229,0.00040793043,0.0012472945],"category_scores_gemma":[0.002058031,0.00018477484,0.00033212622,0.0017405087,0.0013040579,0.00016766416,0.0007779102,0.0013775422,0.0000076263045],"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":[0.0014387437,0.00075860665,0.98757243,0.00021450582,0.00025249686,0.000057927118,0.002047206,0.00004441403,0.0000844375,0.0055023422,0.00034642385,0.0016804938],"study_design_scores_gemma":[0.00277423,0.0008937424,0.9839847,0.000065707114,0.00014552286,0.000010595364,0.007840255,0.0011774336,0.00093285245,0.00028973605,0.0016300789,0.00025516495],"about_ca_topic_score_codex":0.0006858219,"about_ca_topic_score_gemma":0.00024434977,"teacher_disagreement_score":0.008138369,"about_ca_system_score_codex":0.0005896763,"about_ca_system_score_gemma":0.00036158727,"threshold_uncertainty_score":0.9996657},"labels":[],"label_agreement":null},{"id":"W2409736518","doi":"10.21427/d7d43f","title":"Ritual Journeys in North America: Opening Religious and Ritual Landscapes and Spaces","year":2016,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Religious Tourism and Spaces","field":"Social Sciences","cited_by":17,"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":"Religious tourism; Pilgrimage; Geography; Sociology; History; Ethnology; Anthropology; Aesthetics; Archaeology; Art","score_opus":0.010698741756644335,"score_gpt":0.2215727594549375,"score_spread":0.21087401769829317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2409736518","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":[0.9799349,0.0010977052,0.0003372159,0.013983446,0.00007263293,0.00024567638,0.000020798225,0.0003408659,0.0039667934],"genre_scores_gemma":[0.9798425,0.01813986,0.00082457106,0.00011477232,0.000072877694,0.0000016620002,0.000004043816,0.000010450279,0.0009892521],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978656,0.00025991208,0.00023213675,0.0006238808,0.00037520705,0.0006432608],"domain_scores_gemma":[0.9987373,0.0004937966,0.00015760215,0.00023525658,0.00009385291,0.0002822125],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055195787,0.00024279972,0.0004342711,0.0004893647,0.00068109744,0.00021693124,0.00060981186,0.0004372571,0.000058099085],"category_scores_gemma":[0.00073077297,0.00018218435,0.000067567926,0.0010167566,0.0016310851,0.00073129457,0.0004282058,0.00040334451,0.000038404625],"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":[0.0007279927,0.0006577617,0.66768044,0.000050226052,0.00017367264,0.0027394004,0.023186682,0.000031999985,0.0011088038,0.13098879,0.038098287,0.13455597],"study_design_scores_gemma":[0.0073699974,0.0008841657,0.026068263,0.0002268414,0.00010452059,0.00006669614,0.087990046,0.0003507598,0.00018410472,0.012550795,0.86247605,0.0017277354],"about_ca_topic_score_codex":0.001781267,"about_ca_topic_score_gemma":0.010867234,"teacher_disagreement_score":0.8243778,"about_ca_system_score_codex":0.00009700027,"about_ca_system_score_gemma":0.00010308645,"threshold_uncertainty_score":0.7429262},"labels":[],"label_agreement":null},{"id":"W2412687220","doi":"10.21427/d7g03p","title":"A Comparative Study of Performance Management Practice in the Republic of Ireland, as Influenced by it's Expansion from the Private Sector to its Public Equivalent.","year":2016,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Economic Analysis and Policy","field":"Economics, Econometrics and Finance","cited_by":2,"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":"Health Service Executive; University of Galway; Canadian Institute of Steel Construction; Technological University Dublin; National University of Ireland","keywords":"Public sector; Private sector; Business; Public administration; Public relations; Political science; Economic growth; Economics; Law","score_opus":0.0569954637510175,"score_gpt":0.25424890178167203,"score_spread":0.19725343803065454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2412687220","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":[0.97468936,0.0001733652,0.0005058428,0.018280407,0.00004300009,0.00073599006,0.00013086192,0.00003621266,0.0054049804],"genre_scores_gemma":[0.9979892,0.00057539385,0.00015144641,0.0006934582,0.000014440652,0.000013169301,0.0000119670385,0.000007879104,0.00054303993],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99802816,0.00016047082,0.0007475243,0.0005822049,0.0001357812,0.00034588928],"domain_scores_gemma":[0.99752754,0.00065347756,0.0007766554,0.00085282803,0.0001145157,0.00007495888],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001312969,0.00021292006,0.0005910493,0.0004991175,0.00016904065,0.000063920874,0.0015955163,0.00017332505,0.00042291035],"category_scores_gemma":[0.00047106133,0.00013534991,0.00012513944,0.0014761359,0.00022265757,0.00088064064,0.00051689515,0.00027654358,0.00021259126],"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":[0.0005174234,0.0027936965,0.07319143,0.000025485502,0.00075333257,0.000025088451,0.0062732603,0.0001716588,0.00039885,0.908808,0.0032801176,0.0037616496],"study_design_scores_gemma":[0.013126095,0.0037961612,0.18352064,0.00023230734,0.00028992497,0.000010296081,0.088062845,0.0025941993,0.0017300069,0.0130504565,0.69206476,0.001522306],"about_ca_topic_score_codex":0.0004172194,"about_ca_topic_score_gemma":0.00015259719,"teacher_disagreement_score":0.89575756,"about_ca_system_score_codex":0.00014095439,"about_ca_system_score_gemma":0.000022634173,"threshold_uncertainty_score":0.5519409},"labels":[],"label_agreement":null},{"id":"W2460806680","doi":"10.21427/d79x7z","title":"A Graph-Theoretical Approach to the Harmonic Analysis of Georgian Vocal Polyphonic Music","year":2016,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Music Technology and Sound Studies","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Nautical Research Society","funders":"","keywords":"Polyphony; Speech recognition; Georgian; Mathematics; Computer science; Linguistics; Acoustics; Philosophy; Physics","score_opus":0.01695153525489802,"score_gpt":0.19668881820567055,"score_spread":0.17973728295077254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2460806680","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":[0.39819664,0.000090293266,0.5724663,0.025489084,0.000117955744,0.0002974458,0.00002654778,0.00078606006,0.0025296512],"genre_scores_gemma":[0.9906311,0.00006366394,0.008286905,0.0004994803,0.00001804214,0.000007464181,0.000003989471,0.000008276909,0.00048109097],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99712366,0.0002380026,0.0003863456,0.0010260651,0.00048513553,0.00074080325],"domain_scores_gemma":[0.99720764,0.00048483693,0.00018355956,0.0017422189,0.00020505422,0.00017671533],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00087269937,0.0003320249,0.00067067886,0.0015058994,0.00057913485,0.000060490773,0.004208645,0.0005942926,0.00016294971],"category_scores_gemma":[0.0005164747,0.00019474064,0.0004995867,0.007405955,0.002847586,0.00034407832,0.0020375492,0.00054864044,0.000086595894],"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":[0.000047824225,0.00027429833,0.0005361472,0.0000042819624,0.00053547247,0.00003107625,0.00031896948,0.00002207896,0.00043113335,0.9830501,0.001408289,0.0133403065],"study_design_scores_gemma":[0.012455586,0.0039905254,0.08972628,0.00024530492,0.0052398993,0.00025757364,0.012457702,0.09215648,0.011413699,0.52917,0.23663694,0.006250057],"about_ca_topic_score_codex":0.000031942724,"about_ca_topic_score_gemma":0.0000615411,"teacher_disagreement_score":0.59243447,"about_ca_system_score_codex":0.00012529374,"about_ca_system_score_gemma":0.00008228122,"threshold_uncertainty_score":0.99986607},"labels":[],"label_agreement":null},{"id":"W2523193024","doi":"","title":"MEMS Mobile GIS: a Spatially Enabled Fish Habitat Management System","year":2006,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Environmental Monitoring and Data Management","field":"Earth and Planetary 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":"Computer science; Context (archaeology); Human–computer interaction; Spatial contextual awareness; Set (abstract data type); Visualization; Mobile device; Fish <Actinopterygii>; Geographic information system; World Wide Web; Data science; Artificial intelligence; Remote sensing; Fishery; Geography","score_opus":0.007232393484930967,"score_gpt":0.15809440865116461,"score_spread":0.15086201516623365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2523193024","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":[0.9349744,0.00017461942,0.0041496265,0.00087063387,0.00056321936,0.00095123076,0.00030210917,0.0014425403,0.05657162],"genre_scores_gemma":[0.9916808,0.00011435736,0.0036375157,0.000094108655,0.00009308671,0.0000036961958,0.0005035201,0.000008126405,0.003864762],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99762094,0.000097229844,0.0003165823,0.000790832,0.0005315628,0.0006428731],"domain_scores_gemma":[0.99890155,0.000091659196,0.0001563132,0.0006625583,0.000027937158,0.00015999266],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040616488,0.00032097741,0.00032389446,0.00036844471,0.00048069857,0.00017205202,0.0010552009,0.00027447595,0.0007659523],"category_scores_gemma":[0.000016643653,0.00029254795,0.00014172762,0.000744503,0.00034193796,0.0006047165,0.0002846075,0.00032814566,0.0008830814],"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":[0.0010450607,0.0021113097,0.5785104,0.0010187558,0.0007656943,0.010409545,0.0001373719,0.059681334,0.0005262923,0.11396209,0.03976171,0.19207041],"study_design_scores_gemma":[0.0044203885,0.0011362766,0.37976182,0.00022880326,0.0003215184,0.00006111421,0.0084256595,0.014704541,0.0010457964,0.001378486,0.5867012,0.0018143861],"about_ca_topic_score_codex":0.0017277182,"about_ca_topic_score_gemma":0.0010653549,"teacher_disagreement_score":0.5469395,"about_ca_system_score_codex":0.000105511775,"about_ca_system_score_gemma":0.000012889761,"threshold_uncertainty_score":0.9999527},"labels":[],"label_agreement":null},{"id":"W2529750332","doi":"10.21427/d7rh9m","title":"Kierkegaard’s ‘Repetition’ and Pilgrimage","year":2016,"lang":"de","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Nostalgia and Consumer Behavior","field":"Psychology","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":"Wilfrid Laurier University","funders":"","keywords":"Surrender; Pilgrimage; Repetition (rhetorical device); Pilgrim; Aesthetics; Imitation; Psychology; Psychoanalysis; Social psychology; History; Philosophy; Linguistics","score_opus":0.018161407180607457,"score_gpt":0.2348066342115421,"score_spread":0.21664522703093464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2529750332","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":[0.94783264,0.0026050836,0.0033965635,0.028605858,0.0017927872,0.0009239453,0.00075492245,0.0015364818,0.0125517165],"genre_scores_gemma":[0.9641677,0.0019229634,0.0008547131,0.0004069283,0.00018539625,0.000008478457,0.00005873263,0.000059337915,0.032335717],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951257,0.00054494635,0.0006128669,0.0018737772,0.00050574995,0.0013369777],"domain_scores_gemma":[0.99663025,0.0005967333,0.00037802762,0.0014920247,0.00031501296,0.00058797275],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006252403,0.0007644138,0.00084029697,0.00093426317,0.00066996575,0.00017139647,0.001362292,0.0019023815,0.010395751],"category_scores_gemma":[0.00041880042,0.00062546105,0.0003769107,0.001239652,0.0031499427,0.0006915529,0.0010358817,0.0011482895,0.0068930387],"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":[0.0015136873,0.0024671918,0.026498333,0.000094104114,0.0007925083,0.00563373,0.0003614701,1.9765935e-7,0.025317842,0.68226856,0.025180789,0.2298716],"study_design_scores_gemma":[0.010894747,0.0012032866,0.040184565,0.000329914,0.0010872375,0.00025362143,0.0026630089,0.000020563597,0.0026714983,0.0067415074,0.93191254,0.00203748],"about_ca_topic_score_codex":0.00011669438,"about_ca_topic_score_gemma":0.00003224787,"teacher_disagreement_score":0.9067318,"about_ca_system_score_codex":0.00030400883,"about_ca_system_score_gemma":0.00015683699,"threshold_uncertainty_score":0.99961966},"labels":[],"label_agreement":null},{"id":"W2546856655","doi":"10.21427/d7dt53","title":"Community Radio Development and Public Funding for Programme Production: Options for Policy","year":2014,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Community radio; Production (economics); Business; Public policy; Public administration; Political science; Public relations; Economic growth; Economics","score_opus":0.11652520299609205,"score_gpt":0.2926313249550933,"score_spread":0.17610612195900127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2546856655","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":[0.89322007,0.00011554772,0.026896816,0.06784413,0.0005144387,0.0022856186,0.00003484908,0.0014317761,0.007656772],"genre_scores_gemma":[0.9777606,0.00005509893,0.018923076,0.00013286107,0.00033418162,0.00004265911,0.00006439162,0.00001434848,0.0026727866],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99794835,0.00024814252,0.00024304139,0.00043998176,0.00027103393,0.0008494406],"domain_scores_gemma":[0.9981936,0.0005798066,0.00015016532,0.0003459,0.00032909194,0.00040139255],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0019451978,0.00020983347,0.00030426684,0.00051947363,0.0030517967,0.0003250658,0.00073958014,0.0004068341,0.000012507166],"category_scores_gemma":[0.006913651,0.00020907915,0.00012260744,0.0010818691,0.0015820529,0.00089655764,0.00020922745,0.00038162747,0.000010210973],"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":[0.000052107356,0.00032269908,0.00057692855,0.000039261784,0.00003577408,0.0000013552298,0.0015235565,0.0000020757698,0.00005077669,0.82896787,0.0013147863,0.16711283],"study_design_scores_gemma":[0.0011035667,0.00027006358,0.0006265947,0.00002290427,0.000025128653,0.000007301217,0.017229933,0.00024002405,0.00015834799,0.020065024,0.95989794,0.00035314902],"about_ca_topic_score_codex":0.00022271016,"about_ca_topic_score_gemma":0.0012539988,"teacher_disagreement_score":0.9585832,"about_ca_system_score_codex":0.00045674865,"about_ca_system_score_gemma":0.0004222268,"threshold_uncertainty_score":0.9982461},"labels":[],"label_agreement":null},{"id":"W2579842935","doi":"10.21427/d7xk6q","title":"Holmpatrick Graveyard — a description","year":2017,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Historical and Architectural 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":"Computer science","score_opus":0.06597569796250115,"score_gpt":0.2016462434744065,"score_spread":0.13567054551190533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2579842935","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":[0.8436335,0.00024063281,0.0008931303,0.013213434,0.00089126796,0.00034877492,0.00007578858,0.0011770831,0.13952644],"genre_scores_gemma":[0.97040504,0.000107109416,0.00034533744,0.00014536061,0.00026350736,0.000002340226,0.000013652056,0.000012038982,0.028705586],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984536,0.00006094747,0.00020947756,0.00050191913,0.0002912699,0.00048274023],"domain_scores_gemma":[0.99878544,0.00007319762,0.00021838707,0.00060520245,0.0001719518,0.00014580277],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018946102,0.0002719688,0.00036078875,0.0002551289,0.0038113506,0.00041631184,0.0011793906,0.0002022128,0.001164074],"category_scores_gemma":[0.00036383467,0.00021408225,0.00023889469,0.000112574235,0.0018587018,0.00067857624,0.0006060806,0.00051980856,0.000583298],"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":[0.00013861377,0.00024976945,0.0011002419,0.000022369119,0.00008069537,0.0002460382,0.0021293839,0.0000038145442,0.0002931909,0.94891536,0.011772867,0.035047628],"study_design_scores_gemma":[0.00081497687,0.0002262114,0.0021055809,0.000021719785,0.00005064406,0.0000070147153,0.0024164147,0.0001392711,0.00009819138,0.013473913,0.9802212,0.00042487367],"about_ca_topic_score_codex":0.00052629743,"about_ca_topic_score_gemma":0.0007629228,"teacher_disagreement_score":0.96844834,"about_ca_system_score_codex":0.00015496572,"about_ca_system_score_gemma":0.000022083004,"threshold_uncertainty_score":0.999749},"labels":[],"label_agreement":null},{"id":"W2584844429","doi":"10.21427/d7tj7t","title":"Delivering Sustainable Transport for the Grangegorman Urban Quarter","year":2016,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"French Urban and Social 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":"Quarter (Canadian coin); Geography; Environmental science; Archaeology","score_opus":0.023839381198740777,"score_gpt":0.21187609164469226,"score_spread":0.1880367104459515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2584844429","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":[0.5706032,0.0033880114,0.13018507,0.13567832,0.0013554657,0.0043621887,0.00015912563,0.0038049077,0.15046373],"genre_scores_gemma":[0.97902215,0.0006202005,0.00026413583,0.00016717082,0.00018252448,0.000012448241,0.0000036354218,0.000010663144,0.019717049],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99813414,0.000097199816,0.00018663761,0.00040174095,0.00035331328,0.0008269709],"domain_scores_gemma":[0.9986095,0.00057423225,0.000099210105,0.00028102403,0.00029500615,0.00014106033],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00079046836,0.00019780442,0.0002649826,0.00015409516,0.0025572998,0.00006157543,0.0009797193,0.0003723538,0.00029530624],"category_scores_gemma":[0.0004205654,0.00012602448,0.0002597661,0.00073209405,0.0017621779,0.00055252534,0.00012294494,0.0002221828,0.00004532137],"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":[0.00007667188,0.0000873838,0.0013332333,0.000010551392,0.00007082551,0.00004817478,0.0030807066,0.0000010682606,0.000054317017,0.9728878,0.013856794,0.008492457],"study_design_scores_gemma":[0.0010439745,0.0001294344,0.002612613,0.000015211741,0.00006144842,6.327659e-7,0.026215015,0.000032264266,0.00006464308,0.009551083,0.95998585,0.00028784908],"about_ca_topic_score_codex":0.0024821833,"about_ca_topic_score_gemma":0.0028659939,"teacher_disagreement_score":0.9633367,"about_ca_system_score_codex":0.000449033,"about_ca_system_score_gemma":0.00011021882,"threshold_uncertainty_score":0.9987412},"labels":[],"label_agreement":null},{"id":"W2668051255","doi":"10.21427/d75349","title":"System Identification of Motion Artifact: Noise in EEG Headsets from Locomotion","year":2017,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Artifact (error); Noise (video); Electroencephalography; Identification (biology); Computer science; Artificial intelligence; Motion (physics); Speech recognition; Computer vision; Communication; Psychology; Neuroscience; Biology","score_opus":0.03347357049401245,"score_gpt":0.2454633632204842,"score_spread":0.21198979272647175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2668051255","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":[0.9808505,0.000013138829,0.015030943,0.0021307063,0.0003386252,0.00036203535,0.0000787594,0.0003961217,0.00079917366],"genre_scores_gemma":[0.9992888,0.00002009283,0.00036772407,0.00003623333,0.000024942992,0.000002085728,0.000020198628,0.000010373357,0.0002295762],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9978349,0.00021874974,0.0004658518,0.00078185217,0.00036309607,0.00033550969],"domain_scores_gemma":[0.9979673,0.0001998218,0.0006247823,0.0010101745,0.00010835195,0.00008957471],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004597223,0.00021933581,0.00035540495,0.00046128142,0.0004281706,0.0001936072,0.001579623,0.00040795794,0.00005492654],"category_scores_gemma":[0.0007823823,0.0002128865,0.00012613791,0.00042834983,0.0005837395,0.0011209109,0.00046315245,0.0004331413,0.0001519384],"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":[0.00019186005,0.00074204785,0.0072816247,0.00007763438,0.000015336835,0.00021794853,0.00027144296,0.00045470856,0.90470004,0.06834426,0.00017913053,0.017523946],"study_design_scores_gemma":[0.0018955178,0.00018044536,0.08486896,0.00022836255,0.000029708011,0.000018518964,0.0010911616,0.052119013,0.8548593,0.0032900677,0.0009761905,0.00044276952],"about_ca_topic_score_codex":0.00023486727,"about_ca_topic_score_gemma":0.000069962945,"teacher_disagreement_score":0.07758734,"about_ca_system_score_codex":0.00019676726,"about_ca_system_score_gemma":0.000027948205,"threshold_uncertainty_score":0.868126},"labels":[],"label_agreement":null},{"id":"W2708423544","doi":"","title":"Understanding Visitor Motivations to a Wayside Chapel in Brandon, Manitoba, Canada","year":2017,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Religious Tourism and Spaces","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":"Visitor pattern; Chapel; History; Gerontology; Art history; Medicine; Computer science","score_opus":0.07858038595138152,"score_gpt":0.2551838106651242,"score_spread":0.17660342471374268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2708423544","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":[0.92090046,0.000036616024,0.0040717325,0.034600593,0.00036950997,0.0005280276,0.0000275621,0.00029814526,0.039167363],"genre_scores_gemma":[0.996811,0.00021384636,0.0004781786,0.00026480592,0.00011388869,0.0000024365045,0.0000053746458,0.000009920197,0.0021005564],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99792755,0.00013032829,0.00021241145,0.00051454094,0.0005443253,0.0006708212],"domain_scores_gemma":[0.9985994,0.00024786784,0.00017716695,0.0005662875,0.000114269074,0.00029500131],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005709358,0.00019955891,0.00031620517,0.00041870645,0.0027178072,0.00033005618,0.0016390446,0.00036935127,0.000085956155],"category_scores_gemma":[0.0013484824,0.00020190832,0.00008720124,0.0007351399,0.0006278727,0.0006311256,0.00038028238,0.00042929867,0.000040035797],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017763066,0.00022868149,0.061705817,0.000014958337,0.00005779259,0.0010586896,0.002461429,0.00019829311,0.0003780118,0.86763895,0.06419562,0.0018841202],"study_design_scores_gemma":[0.006097032,0.00029143842,0.07815617,0.00027154436,0.00008788407,0.000010828314,0.13993965,0.0014765556,0.0007574511,0.061563756,0.7092088,0.0021389239],"about_ca_topic_score_codex":0.59826183,"about_ca_topic_score_gemma":0.943696,"teacher_disagreement_score":0.8060752,"about_ca_system_score_codex":0.0013120333,"about_ca_system_score_gemma":0.0005529941,"threshold_uncertainty_score":0.9985805},"labels":[],"label_agreement":null},{"id":"W2735073675","doi":"10.21427/d70f6z","title":"Report of the International Conference on the Impact of Armed Conflict and Terrorism on Children and Youth","year":2017,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Health and Conflict Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"International Institute for Child Rights and Development","funders":"","keywords":"Terrorism; Political science; Armed conflict; Criminology; Psychology; Law","score_opus":0.13670291528961323,"score_gpt":0.3859957155134682,"score_spread":0.24929280022385494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2735073675","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":[0.9518852,0.00002683362,0.000016435077,0.03852401,0.00013321156,0.0005661535,0.00019297912,0.000049838232,0.00860531],"genre_scores_gemma":[0.9984724,0.00023827545,0.00001910361,0.00042625016,0.000032847856,0.0000023016648,0.000012033724,0.0000056030785,0.00079118024],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99864876,0.00014968152,0.00032588874,0.0003161397,0.0002670691,0.00029245854],"domain_scores_gemma":[0.9979127,0.000314332,0.00069422723,0.00075262826,0.00022912002,0.00009700839],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00061946287,0.00016902015,0.0003268829,0.00011970328,0.0013177108,0.00001816898,0.0008753425,0.00031134154,0.00012496074],"category_scores_gemma":[0.0015691271,0.00008980703,0.000098743345,0.000114128285,0.0011941424,0.00010149331,0.0007788882,0.00080959016,0.0000054987727],"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":[0.001418272,0.00065021677,0.5286707,0.00006475287,0.00065594836,0.00007823971,0.020459436,0.0000066232774,0.00075009454,0.43469778,0.005627253,0.0069206976],"study_design_scores_gemma":[0.0018039509,0.00044350195,0.9851066,0.00023142311,0.00004191877,0.000012056545,0.008313143,0.00020125475,0.00026729243,0.00071699434,0.0026931404,0.00016871183],"about_ca_topic_score_codex":0.0013677734,"about_ca_topic_score_gemma":0.000041936833,"teacher_disagreement_score":0.45643592,"about_ca_system_score_codex":0.00006826217,"about_ca_system_score_gemma":0.00018434848,"threshold_uncertainty_score":0.9999824},"labels":[],"label_agreement":null},{"id":"W2752407848","doi":"","title":"Examining Academic Performance Among Pathway and Non-Pathway Health Sciences Students","year":2016,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"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":"University of Ontario Institute of Technology","keywords":"Medical education; Mathematics education; Psychology; Medicine","score_opus":0.03897603808595035,"score_gpt":0.29515397524891535,"score_spread":0.256177937162965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2752407848","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":[0.98378235,0.000074908996,0.0022725663,0.011737652,0.00020971018,0.00047431886,0.0000067492133,0.00037545824,0.001066311],"genre_scores_gemma":[0.9938104,0.000420369,0.0031189863,0.0009594054,0.000082791084,0.0000052442874,0.000012397976,0.000013397849,0.0015770206],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974553,0.00008157845,0.0004060934,0.00070439326,0.00075340044,0.0005992625],"domain_scores_gemma":[0.9987743,0.00015314943,0.00026913712,0.000392442,0.00020267299,0.00020832793],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018277817,0.00023857277,0.0003915801,0.0007745574,0.0006529696,0.000038355978,0.0007126168,0.0005153689,0.00014755526],"category_scores_gemma":[0.0011988882,0.00016863384,0.000046700192,0.0018249156,0.002051288,0.0006912209,0.0004369704,0.0008515071,0.00006737944],"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":[0.00012762593,0.00044502286,0.66206485,0.00011679132,0.00005251831,0.000065292945,0.00047072402,0.0000024218843,0.004661917,0.018021539,0.001929115,0.31204218],"study_design_scores_gemma":[0.006869951,0.0032283687,0.94172996,0.001758754,0.000059908016,0.00014571783,0.008561749,0.002128029,0.0071897055,0.0008658682,0.026594901,0.0008671055],"about_ca_topic_score_codex":0.000019369954,"about_ca_topic_score_gemma":0.000004039858,"teacher_disagreement_score":0.31117508,"about_ca_system_score_codex":0.0003665892,"about_ca_system_score_gemma":0.00035504415,"threshold_uncertainty_score":0.7558057},"labels":[],"label_agreement":null},{"id":"W2752686994","doi":"","title":"Development of a University/College Pathway for Academic Success Remediation","year":2016,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Higher Education Research 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":"Higher education; Mathematics education; Pedagogy; Political science; Sociology; Psychology","score_opus":0.04793022666782494,"score_gpt":0.3154957818601713,"score_spread":0.26756555519234637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2752686994","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":[0.95371026,0.000046278114,0.012728601,0.027451951,0.00022119806,0.0009568314,0.00021311275,0.00047311952,0.0041986625],"genre_scores_gemma":[0.9771618,0.00021732878,0.0066124103,0.000033434506,0.0000630176,0.0000040915934,0.000010253692,0.000007711884,0.015889939],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978933,0.0002827824,0.00025231947,0.00044574315,0.0005816727,0.00054418005],"domain_scores_gemma":[0.99769527,0.0010557205,0.00022219426,0.00024270776,0.0005920898,0.00019199522],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015965721,0.00015556598,0.00027001067,0.0005933452,0.0009868903,0.000011529768,0.0010965233,0.00047984644,0.00031439084],"category_scores_gemma":[0.0023857045,0.00013079858,0.000110105146,0.0015378394,0.0011869167,0.00059092406,0.0003018148,0.0002524776,0.00005253821],"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":[0.0003499453,0.00030179872,0.0047211004,0.000038746024,0.00010575313,0.000026357098,0.0042606974,0.0000016604356,0.008246527,0.94784397,0.0047194483,0.029384004],"study_design_scores_gemma":[0.0016702798,0.00009150241,0.005625394,0.00006355165,0.00002147298,5.3422474e-7,0.024042778,0.000024887777,0.0060563292,0.0019311487,0.96015596,0.00031613256],"about_ca_topic_score_codex":0.000075676224,"about_ca_topic_score_gemma":0.00059121597,"teacher_disagreement_score":0.9554365,"about_ca_system_score_codex":0.00077967823,"about_ca_system_score_gemma":0.0009481674,"threshold_uncertainty_score":0.7590462},"labels":[],"label_agreement":null},{"id":"W2752802459","doi":"","title":"Examining Student and Educator use of Digital Technology in an Online World","year":2016,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Mobile Learning in Education","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; Mathematics education; Medical education; Data science; Psychology; Medicine","score_opus":0.05724684126818853,"score_gpt":0.2600099572417294,"score_spread":0.20276311597354085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2752802459","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":[0.9782604,0.000031423206,0.014447912,0.006241845,0.00013329352,0.00022904127,0.000012193107,0.0005364646,0.00010742398],"genre_scores_gemma":[0.9812859,0.00003006616,0.017930282,0.000048921203,0.000018834793,0.0000029405041,0.0000066768057,0.000009959261,0.0006663999],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99813014,0.00010231491,0.00031983494,0.00078274286,0.0002634148,0.00040156388],"domain_scores_gemma":[0.99819344,0.00040221354,0.00022349559,0.00088234636,0.00016482656,0.00013369431],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026334755,0.00021346724,0.0003193036,0.0017292842,0.00009543826,0.00013531606,0.0015583202,0.00032120486,0.00003189858],"category_scores_gemma":[0.0006013321,0.00017469656,0.000039915805,0.0023720767,0.0006564236,0.0022006303,0.0010777765,0.0004098516,0.000015993197],"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":[0.000038739792,0.00167555,0.5077444,0.000012913389,0.00002446476,0.00012299993,0.00037225906,0.000032143493,0.0043395264,0.23966354,0.00011986206,0.24585363],"study_design_scores_gemma":[0.006561311,0.0030599276,0.8923932,0.0006040624,0.000057177116,0.00014196326,0.014703446,0.0067540067,0.00471529,0.025726635,0.043125365,0.0021576448],"about_ca_topic_score_codex":0.000017227418,"about_ca_topic_score_gemma":0.00009745427,"teacher_disagreement_score":0.3846488,"about_ca_system_score_codex":0.00018614467,"about_ca_system_score_gemma":0.00012547763,"threshold_uncertainty_score":0.71239185},"labels":[],"label_agreement":null},{"id":"W2762265970","doi":"","title":"Full STEAM Ahead: Building Preservice Teachers’ Capacity in Makerspace Pedagogies","year":2016,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Teaching and Learning Programming","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":"Mathematics education; Pedagogy; Sociology; Psychology","score_opus":0.048613461657414946,"score_gpt":0.24383342325268081,"score_spread":0.19521996159526586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2762265970","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":[0.70476234,0.00009859683,0.27406058,0.01785178,0.00015394486,0.00023370405,0.0000044582825,0.0022575993,0.00057702314],"genre_scores_gemma":[0.916849,0.000037574457,0.08134898,0.00010611761,0.00003550061,0.0000032972134,0.0000017889421,0.000016694064,0.0016010349],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964797,0.0005250842,0.00031374575,0.0011664407,0.0005132475,0.0010017721],"domain_scores_gemma":[0.99763507,0.00059601857,0.00023147158,0.0011785114,0.00013156034,0.00022736266],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014589917,0.00038505677,0.0004376755,0.00078478205,0.000440257,0.00023620338,0.0032637124,0.0006229777,0.000050296883],"category_scores_gemma":[0.0011728733,0.0003068379,0.0001795628,0.0017402705,0.00047120947,0.001673525,0.0015435369,0.0012911422,0.000121571466],"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":[0.0002147787,0.00085686933,0.0121671455,0.000059394915,0.00009893852,0.0006755869,0.005520779,0.00042113234,0.01097452,0.5045384,0.001268087,0.46320432],"study_design_scores_gemma":[0.0072523816,0.0015162764,0.012573119,0.00063192326,0.000060183997,0.00019975983,0.0125003075,0.009810816,0.003581456,0.009191124,0.9400383,0.0026443533],"about_ca_topic_score_codex":0.0003827872,"about_ca_topic_score_gemma":0.00023047932,"teacher_disagreement_score":0.93877023,"about_ca_system_score_codex":0.00042802718,"about_ca_system_score_gemma":0.000102136415,"threshold_uncertainty_score":0.99993837},"labels":[],"label_agreement":null},{"id":"W2766754806","doi":"","title":"Establishing Community, Academic, and Industry Partnerships to Support Experiential Learning Within a Community-Based Research Collaborative","year":2016,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Service-Learning and Community Engagement","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":"Canadian Institutes of Health Research","keywords":"Experiential learning; Academic community; Collaborative learning; Public relations; Knowledge management; Sociology; Political science; Business; Pedagogy; Computer science; Social science","score_opus":0.2976904101703955,"score_gpt":0.3886553916216442,"score_spread":0.0909649814512487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766754806","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":[0.95898616,0.0000205276,0.000895073,0.02448248,0.000121088575,0.0005413865,0.000020679145,0.00091380917,0.014018805],"genre_scores_gemma":[0.9949815,0.000048601858,0.0012510833,0.0006821239,0.000066354136,0.000016061711,0.000034385102,0.000025068846,0.0028948036],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.97938293,0.017708674,0.000364483,0.000452064,0.0010572762,0.0010345563],"domain_scores_gemma":[0.9920793,0.0055256383,0.00022083402,0.00088448054,0.0006827612,0.0006069935],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts","research_integrity"],"category_scores_codex":[0.01578751,0.0003069739,0.00041337954,0.0009798044,0.0105745895,0.0004200058,0.0029434816,0.0015186002,0.00045694166],"category_scores_gemma":[0.008096344,0.00027764562,0.000080569414,0.00363668,0.002836134,0.0010424736,0.002543094,0.013283376,0.000092158625],"study_design_candidate":"qualitative","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":[0.0016205816,0.0019273466,0.037887562,0.00011569479,0.00022164163,0.0002529062,0.30322534,0.0003691247,0.009011024,0.59655315,0.008506725,0.040308937],"study_design_scores_gemma":[0.0016472107,0.0010036031,0.0004206306,0.00022559414,0.000026132266,0.0000025313134,0.6855249,0.000064408014,0.0020684274,0.001997779,0.30651754,0.0005012924],"about_ca_topic_score_codex":0.0031447762,"about_ca_topic_score_gemma":0.0037428215,"teacher_disagreement_score":0.5945554,"about_ca_system_score_codex":0.0004662027,"about_ca_system_score_gemma":0.0005801612,"threshold_uncertainty_score":0.9999676},"labels":[],"label_agreement":null},{"id":"W2886929459","doi":"10.21427/d7jb0m","title":"Landscapes of the Irish Language: Discursive Constructions of Authenticity in the Irish Diaspora","year":2016,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Philippine History and Culture","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of Melbourne","keywords":"Irish; Diaspora; Globe; Heritage language; Minority language; Sociology; Media studies; Gender studies; Geography; History; Genealogy; Linguistics; Psychology","score_opus":0.0153159859290949,"score_gpt":0.24016388797499288,"score_spread":0.224847902045898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2886929459","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":[0.98087585,0.00008342094,0.000101856414,0.011028871,0.00013814772,0.0002493385,0.00008287901,0.000080236074,0.0073594134],"genre_scores_gemma":[0.9987823,0.000056962326,0.00004993285,0.00005882782,0.00003638541,0.0000015075109,0.0000028144582,0.0000031706227,0.0010081233],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.998561,0.00038998385,0.00019873198,0.00023967297,0.0003567065,0.00025390473],"domain_scores_gemma":[0.9989492,0.0002570765,0.00022958868,0.0003788285,0.00013645607,0.000048805032],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005527167,0.00011769821,0.00022473396,0.00012773549,0.00042576616,0.0000140229495,0.001233549,0.00029816586,0.0003626861],"category_scores_gemma":[0.00088311144,0.00006041311,0.00017746305,0.0011702881,0.0024029978,0.00028915665,0.00016620856,0.0003159645,0.000009141442],"study_design_candidate":"qualitative","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":[0.00019512909,0.0010610542,0.06949819,0.000044003933,0.000116026225,0.00009106243,0.11354514,0.000014458836,0.009234995,0.7804774,0.018696338,0.0070262006],"study_design_scores_gemma":[0.0029269094,0.00022980658,0.05857817,0.00023486555,0.00018809355,0.00001677301,0.8031394,0.000029210367,0.003601767,0.017746432,0.11271469,0.000593902],"about_ca_topic_score_codex":0.0005044826,"about_ca_topic_score_gemma":0.0018915209,"teacher_disagreement_score":0.76273096,"about_ca_system_score_codex":0.00009103284,"about_ca_system_score_gemma":0.00011306368,"threshold_uncertainty_score":0.8853946},"labels":[],"label_agreement":null},{"id":"W2901225472","doi":"","title":"Are Mature Female Consumers Well Served by the Fashion Retail Sector","year":2017,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Consumer Retail Behavior Studies","field":"Business, Management and Accounting","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":"Trent University; Nottingham Trent University","keywords":"Business; Fashion industry; Clothing; Fast fashion; Commerce; Retail trade; Marketing; Advertising; Retail market; Geography","score_opus":0.04903610597321459,"score_gpt":0.22196506500285137,"score_spread":0.1729289590296368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901225472","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":[0.96723545,0.00023152975,0.00010985904,0.021084381,0.00039244822,0.0005751006,0.000041390853,0.00093837915,0.009391479],"genre_scores_gemma":[0.9926502,0.0000694974,0.00008008925,0.00051090744,0.00006830194,0.000006383321,0.000045453296,0.000032605738,0.006536531],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99768883,0.000049283346,0.00028998964,0.00081956864,0.00047540726,0.0006769069],"domain_scores_gemma":[0.997091,0.00011053481,0.00093255664,0.0014762254,0.0003446782,0.00004500384],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000507636,0.00046428054,0.0005180753,0.00030127796,0.0026871364,0.0009058377,0.0025989262,0.0005834482,0.0012226348],"category_scores_gemma":[0.0007380084,0.00035763247,0.00028156725,0.00063672964,0.0014227157,0.0016545554,0.001951419,0.0009980246,0.0010419001],"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":[0.0002181337,0.00032862424,0.9348264,0.00011825386,0.00020837117,0.00046637867,0.000041064195,0.0000015390322,0.0013116344,0.027593862,0.022240978,0.012644807],"study_design_scores_gemma":[0.0024024493,0.000027334145,0.30786833,0.00008757298,0.0004154203,0.000012426964,0.0055759847,0.00045706017,0.00020807167,0.00027884715,0.6817191,0.0009473801],"about_ca_topic_score_codex":0.00041965238,"about_ca_topic_score_gemma":0.0015701643,"teacher_disagreement_score":0.6594781,"about_ca_system_score_codex":0.0001143838,"about_ca_system_score_gemma":0.00002404349,"threshold_uncertainty_score":0.9998876},"labels":[],"label_agreement":null},{"id":"W2918683752","doi":"10.21427/xyrh-sp76","title":"Know Thyself and Change the World’: The Western Pilgrimage Narrative and South Asia","year":2020,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Global Maritime and Colonial Histories","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 Regina","funders":"","keywords":"Pilgrimage; Narrative; History; Political science; Geography; Ancient history; Art; Literature","score_opus":0.031847471482639875,"score_gpt":0.23859191904371277,"score_spread":0.2067444475610729,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2918683752","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":[0.67845994,0.0012794731,0.00008889307,0.300556,0.00015796012,0.00084644207,0.000040578303,0.0005718231,0.017998857],"genre_scores_gemma":[0.9932673,0.0003303016,0.00009284992,0.002092533,0.00015793776,0.000005254446,0.000003280267,0.0000068231398,0.0040436923],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984017,0.0003244012,0.00012916473,0.0004345736,0.00031265884,0.00039747998],"domain_scores_gemma":[0.9991185,0.00025134886,0.00010990097,0.00021603897,0.00011771718,0.00018650979],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0003967545,0.00019344888,0.00023688553,0.00008084126,0.0021050163,0.00019630407,0.0007935772,0.0002382034,0.0001225395],"category_scores_gemma":[0.00035126327,0.00012734348,0.00007097522,0.0011817237,0.0030510721,0.0004714777,0.0005485253,0.00054451975,0.00004238688],"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":[0.00035148516,0.000142711,0.011665447,0.000025076853,0.00010737531,0.00021666505,0.1912064,0.0000011397899,0.00008949449,0.7612729,0.011891307,0.023029989],"study_design_scores_gemma":[0.00048598158,0.00018324988,0.006058377,0.000014265842,0.00005360227,0.0000032882433,0.072817154,0.0000544161,0.000024009387,0.0018587236,0.91820604,0.00024089575],"about_ca_topic_score_codex":0.00082373177,"about_ca_topic_score_gemma":0.004165485,"teacher_disagreement_score":0.90631473,"about_ca_system_score_codex":0.000081468614,"about_ca_system_score_gemma":0.0000701716,"threshold_uncertainty_score":0.99966204},"labels":[],"label_agreement":null},{"id":"W2919160488","doi":"10.21427/1yw8-f183","title":"In Defense of the Pure Pilgrim: De Re Defensionibus Peregrini Castiori","year":2020,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Religious Tourism and Spaces","field":"Social Sciences","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":"Wilfrid Laurier University","funders":"","keywords":"Pilgrim; Pilgrimage; Art; Philosophy; Theology","score_opus":0.027591491475657745,"score_gpt":0.2403108455938688,"score_spread":0.21271935411821108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2919160488","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":[0.9220832,0.00026973672,0.00024249754,0.05776291,0.00013490107,0.00033555718,0.000019048704,0.00026464084,0.018887484],"genre_scores_gemma":[0.99694896,0.00072550745,0.00054775766,0.0007463022,0.000078072124,9.934342e-7,0.0000022213987,0.000008933003,0.00094124494],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99794406,0.00038299974,0.00023887755,0.0004394836,0.00046687137,0.0005277324],"domain_scores_gemma":[0.99886054,0.00024035461,0.00017592653,0.00035729617,0.00015102816,0.00021488332],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005612493,0.00018425159,0.00032797875,0.00016949487,0.00054029,0.000050196504,0.0012854247,0.00063012843,0.00019724006],"category_scores_gemma":[0.0015079208,0.00014480395,0.00019989048,0.0019895874,0.0012154918,0.00027915696,0.00039831112,0.0007473636,0.00004951372],"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":[0.0004689237,0.0005165374,0.046846356,0.00006778497,0.000072670446,0.001381626,0.019207159,0.0007718124,0.0021586749,0.8303346,0.09589002,0.0022838067],"study_design_scores_gemma":[0.003785909,0.00058427954,0.006358134,0.0001751195,0.0001609551,0.00003525733,0.10779122,0.0019972795,0.0032987983,0.03799328,0.83659387,0.0012259266],"about_ca_topic_score_codex":0.0014969428,"about_ca_topic_score_gemma":0.0021816145,"teacher_disagreement_score":0.79234135,"about_ca_system_score_codex":0.00017505069,"about_ca_system_score_gemma":0.00032301882,"threshold_uncertainty_score":0.5904934},"labels":[],"label_agreement":null},{"id":"W2959601960","doi":"10.21427/cf68-bj49","title":"Interview with Barbara Ketcham Wheaton","year":2021,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Culinary Culture and Tourism","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.019316211491682556,"score_gpt":0.179969926018228,"score_spread":0.16065371452654545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2959601960","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":[0.9541063,0.00047023754,0.00016055604,0.03396808,0.00010032979,0.00022359028,0.000040449406,0.000708703,0.010221767],"genre_scores_gemma":[0.9901924,0.00022882277,0.00077388977,0.0010520004,0.00013495093,0.0000025108675,0.00017140117,0.0000024817614,0.0074415454],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.997925,0.00019703706,0.00022687686,0.0007819381,0.00033745688,0.00053173123],"domain_scores_gemma":[0.9990248,0.00014074982,0.00011426684,0.00023427812,0.00025927316,0.00022659752],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025220827,0.00031781336,0.00040888073,0.000047119072,0.000440364,0.00012488005,0.0007407959,0.0005019101,0.002973267],"category_scores_gemma":[0.000090990616,0.0001326734,0.00023612194,0.0016629074,0.00033226222,0.00042484002,0.00046790292,0.00060291076,0.00024884398],"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":[0.0008775846,0.004203079,0.009401089,0.00012496051,0.0005689599,0.012170861,0.00042610685,0.00005746382,0.29150525,0.15119657,0.056993745,0.47247434],"study_design_scores_gemma":[0.00093419274,0.0008302807,0.01052003,0.00010190311,0.00008082369,0.00020018012,0.0030343237,0.000109890694,0.011965386,0.0014413667,0.97007126,0.00071037066],"about_ca_topic_score_codex":0.000046372752,"about_ca_topic_score_gemma":0.00039877417,"teacher_disagreement_score":0.91307753,"about_ca_system_score_codex":0.00007564588,"about_ca_system_score_gemma":0.000034582088,"threshold_uncertainty_score":0.99793816},"labels":[],"label_agreement":null},{"id":"W3005202038","doi":"10.21427/7etw-xg35","title":"Peregrinatio: a Never-Ending Pilgrimage to an Unspecified End","year":2020,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Christian Theology and Mission","field":"Arts and Humanities","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":"Concordia University","funders":"","keywords":"Pilgrimage; Religious tourism; History; Ancient history","score_opus":0.06431495969989307,"score_gpt":0.21753000919134527,"score_spread":0.1532150494914522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005202038","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":[0.8208016,0.00008494316,0.005724544,0.044144314,0.00044896593,0.0006273706,0.00016222865,0.002457547,0.12554848],"genre_scores_gemma":[0.9859599,0.000018082112,0.00089879887,0.002333118,0.00027282911,0.0000018604242,0.000067647255,0.000020333244,0.0104274275],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99816066,0.00013809733,0.00023940713,0.0007253238,0.00024670706,0.0004897853],"domain_scores_gemma":[0.9988092,0.00010747602,0.00011100275,0.00038667425,0.00016334016,0.0004222776],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023172345,0.00029801292,0.0003589349,0.00033835578,0.00082927337,0.00016165424,0.00095884665,0.00032708992,0.011050213],"category_scores_gemma":[0.0003490703,0.00027321294,0.00014671558,0.00036850933,0.00078298466,0.00089498755,0.0004426592,0.0006840026,0.00075012335],"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":[0.0002847074,0.0001542536,0.000050846982,0.000015170641,0.000030166902,0.0003046121,0.0036971031,0.000016258975,0.0018400652,0.97963434,0.0089627495,0.005009737],"study_design_scores_gemma":[0.0011782328,0.00070577,0.0003064967,0.00002495103,0.0000466448,0.000011916348,0.014244834,0.0008189316,0.0013492914,0.0052481843,0.97553337,0.0005313689],"about_ca_topic_score_codex":0.00007771017,"about_ca_topic_score_gemma":0.00014603749,"teacher_disagreement_score":0.97438616,"about_ca_system_score_codex":0.00013867492,"about_ca_system_score_gemma":0.0000655157,"threshold_uncertainty_score":0.999972},"labels":[],"label_agreement":null},{"id":"W3041901688","doi":"","title":"What's next for the Irish pub?","year":2020,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Sport and Mega-Event Impacts","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; History; Philosophy; Linguistics","score_opus":0.10869542912464951,"score_gpt":0.29095479175336875,"score_spread":0.18225936262871922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041901688","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":[0.6307901,0.00087706227,0.0063977647,0.34803334,0.0011489317,0.001624405,0.000027874843,0.0017066346,0.009393878],"genre_scores_gemma":[0.9917443,0.0012882894,0.0005744873,0.0027920764,0.0003124237,0.000004978631,0.000020220796,0.000013897101,0.0032493563],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979989,0.000102887556,0.00020592331,0.0005017981,0.00046807624,0.00072242325],"domain_scores_gemma":[0.9983506,0.0005269479,0.00016137252,0.00035228292,0.00021202525,0.0003967368],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000797082,0.00021316897,0.00029298713,0.00013032959,0.001334998,0.0006182814,0.0015886044,0.00051853,0.00078741636],"category_scores_gemma":[0.0017005169,0.00016743038,0.00027754984,0.0014479713,0.0010331513,0.0025417833,0.0002871915,0.00050157815,0.00016889388],"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":[0.00037745538,0.00027972995,0.00048740194,0.00002110765,0.00012750276,0.00013400755,0.004136002,0.0000435659,0.0004449085,0.8233961,0.10229843,0.06825383],"study_design_scores_gemma":[0.0008040877,0.00015105582,0.0002492618,0.000013949686,0.00005965905,0.0000015847781,0.03255849,0.0004942432,0.00019441378,0.0017060129,0.9635157,0.0002515319],"about_ca_topic_score_codex":0.00020663042,"about_ca_topic_score_gemma":0.0002701422,"teacher_disagreement_score":0.86121726,"about_ca_system_score_codex":0.00014056075,"about_ca_system_score_gemma":0.0002393666,"threshold_uncertainty_score":0.99996513},"labels":[],"label_agreement":null},{"id":"W3094374804","doi":"10.21427/4661-1k23","title":"Novel Therapeutic Approaches to Treat Brain Cancer Combining Cold Atmospheric Plasma, Therapeutic Prodrugs and Gold Nanoparticles","year":2020,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Nanoplatforms for cancer theranostics","field":"Engineering","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":"Prodrug; Colloidal gold; Brain cancer; Nanoparticle; Atmospheric-pressure plasma; Drug; Nanotechnology; Cancer; Pharmacology; Medicine; Plasma; Materials science; Internal medicine; Physics","score_opus":0.06486168807601934,"score_gpt":0.1995973678321659,"score_spread":0.13473567975614653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3094374804","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":[0.97476375,0.0012562926,0.011398404,0.009072601,0.0001494359,0.0008595789,0.000068874324,0.0019584491,0.00047259658],"genre_scores_gemma":[0.9949619,0.00025690786,0.003176807,0.0010895854,0.000048488888,0.000021570813,0.000009280872,0.00007421911,0.00036121727],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9979518,0.000036781792,0.0003151895,0.00068957935,0.0002838587,0.0007228056],"domain_scores_gemma":[0.9988684,0.00023107274,0.00008271504,0.00038911408,0.000055255066,0.00037345933],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013832445,0.0004886133,0.00055326184,0.000094882824,0.00021243676,0.00013049897,0.00072177855,0.0004298037,0.00007505319],"category_scores_gemma":[0.00006659926,0.00046014905,0.00011912137,0.0015951277,0.00034331423,0.0004648583,0.00026003638,0.0005990458,0.00005132085],"study_design_candidate":"bench_or_experimental","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":[0.000541576,0.00030134313,0.0013586773,0.00024356303,0.0004132994,0.000083970925,0.0018888008,0.015661668,0.850191,0.061469775,0.0011176122,0.06672873],"study_design_scores_gemma":[0.013172311,0.0020372248,0.0013825424,0.00024414752,0.0006588544,0.000057438774,0.007875062,0.4686456,0.34271663,0.0023411263,0.15721297,0.0036560935],"about_ca_topic_score_codex":0.000043067077,"about_ca_topic_score_gemma":0.00005443766,"teacher_disagreement_score":0.50747436,"about_ca_system_score_codex":0.00027134514,"about_ca_system_score_gemma":0.000060304574,"threshold_uncertainty_score":0.999785},"labels":[],"label_agreement":null},{"id":"W3185409763","doi":"10.21427/wmx8-e578","title":"The Promise and Peril of Walking Indigenous Territorial Recognitions carried out by Settlers","year":2021,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University; University of Regina","funders":"","keywords":"Indigenous; Geography; History; Ecology; Biology","score_opus":0.027179099366126544,"score_gpt":0.28991605754433203,"score_spread":0.26273695817820547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3185409763","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":[0.9837767,0.0005293104,0.000115258736,0.0074140322,0.0013569295,0.00093757856,0.00029858577,0.00026498147,0.0053066323],"genre_scores_gemma":[0.9949111,0.0009978106,0.00038630303,0.0002461945,0.00018373995,0.000020014339,0.00009738829,0.000018171124,0.003139314],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973433,0.00047976352,0.00043251005,0.000486887,0.0002201457,0.001037401],"domain_scores_gemma":[0.9977086,0.0008868334,0.00029361522,0.0004063463,0.00056286564,0.00014170966],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007527437,0.00022349475,0.00044913043,0.00012937441,0.0070047,0.00002576334,0.00043677,0.0007637095,0.00035667964],"category_scores_gemma":[0.0010565979,0.0001790159,0.000119842705,0.00046979374,0.0007456262,0.00014371492,0.0008129498,0.0010886635,0.000049643113],"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":[0.0050869114,0.0045426707,0.12831144,0.0015258581,0.0037009923,0.0025443556,0.30922687,0.000020720778,0.040743243,0.21320547,0.19903333,0.09205812],"study_design_scores_gemma":[0.0051499554,0.00068360346,0.0026953432,0.000121703946,0.00023327688,0.000030011055,0.32041523,0.000071810326,0.0015358642,0.00455909,0.6637793,0.0007248149],"about_ca_topic_score_codex":0.00047422273,"about_ca_topic_score_gemma":0.007444088,"teacher_disagreement_score":0.46474597,"about_ca_system_score_codex":0.00032781466,"about_ca_system_score_gemma":0.000537029,"threshold_uncertainty_score":0.994288},"labels":[],"label_agreement":null},{"id":"W3187092273","doi":"10.21427/dz3q-4b02","title":"(Re)creating a Pilgrimage: A Century of Pilgrimage Reports from Jesuit Novices in Canada (1864-1968)","year":2021,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Religious Tourism and Spaces","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":"Pilgrimage; History; Psychology; Ancient history","score_opus":0.010023856551278562,"score_gpt":0.21397414181600796,"score_spread":0.20395028526472941,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3187092273","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":[0.9498087,0.001102867,0.00012356148,0.004433432,0.00027202297,0.00027659733,0.00008213602,0.00024770992,0.043652967],"genre_scores_gemma":[0.9941728,0.0018507871,0.0021851656,0.00023515733,0.00007974004,0.000002078435,0.0000603283,0.000014565014,0.0013993937],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964862,0.00039184434,0.0005725439,0.0008850538,0.0008899559,0.00077438785],"domain_scores_gemma":[0.9976193,0.00061949,0.00049309613,0.00066264934,0.0003448974,0.00026059922],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00071921304,0.000292111,0.00065133086,0.00032008757,0.00052790315,0.000114295195,0.0008934492,0.00049950543,0.0006607417],"category_scores_gemma":[0.0015951268,0.000299747,0.0001778604,0.0020934516,0.00067682605,0.00051743706,0.00048244116,0.0007391062,0.000012722761],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00074844365,0.0028021038,0.61378324,0.0003017735,0.00067925826,0.08939732,0.020083915,0.00064624153,0.020910174,0.14686407,0.07066846,0.03311499],"study_design_scores_gemma":[0.0038657056,0.00024199924,0.030296637,0.0005053503,0.00025418893,0.00004648116,0.28058153,0.0008234472,0.011994933,0.0135775525,0.65561527,0.0021969285],"about_ca_topic_score_codex":0.89945143,"about_ca_topic_score_gemma":0.9475032,"teacher_disagreement_score":0.5849468,"about_ca_system_score_codex":0.0008404635,"about_ca_system_score_gemma":0.0027473795,"threshold_uncertainty_score":0.99994546},"labels":[],"label_agreement":null},{"id":"W3189752094","doi":"","title":"Interview with Barbara Ketchum Wheaton","year":2019,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Culinary Culture and Tourism","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography","score_opus":0.013459414980507615,"score_gpt":0.17008918078484125,"score_spread":0.15662976580433363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3189752094","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":[0.96536756,0.0001561583,0.00004886252,0.01896638,0.000113480586,0.00043587497,0.000027594233,0.00069897523,0.0141851315],"genre_scores_gemma":[0.9887335,0.00008886737,0.0003501576,0.00074775034,0.00009715187,0.000002272799,0.00009728151,0.000002587541,0.009880457],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979764,0.000141979,0.00022220457,0.0007570991,0.00034598113,0.0005562926],"domain_scores_gemma":[0.99914104,0.00013425224,0.00013507264,0.00024522617,0.0001441148,0.00020026794],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002969375,0.00033587508,0.00042616852,0.00006557892,0.00029402442,0.00010333187,0.0010108956,0.00051550794,0.004105871],"category_scores_gemma":[0.00003695609,0.00013266575,0.00022079713,0.0012558579,0.00027857767,0.000523365,0.0003924804,0.00061165274,0.0009924863],"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":[0.002117715,0.004036816,0.044259515,0.000210702,0.00064420764,0.0024330919,0.00052195723,0.000115432,0.31698743,0.18939362,0.066527456,0.37275207],"study_design_scores_gemma":[0.0011720493,0.0017830564,0.01856224,0.000106207954,0.000061939245,0.00006479455,0.0021015482,0.00019358398,0.0032291901,0.0009724501,0.9709718,0.00078110583],"about_ca_topic_score_codex":0.00006189852,"about_ca_topic_score_gemma":0.00017102063,"teacher_disagreement_score":0.9044444,"about_ca_system_score_codex":0.00007835736,"about_ca_system_score_gemma":0.000018225272,"threshold_uncertainty_score":0.99978536},"labels":[],"label_agreement":null},{"id":"W376768014","doi":"10.21427/d7g207","title":"Revitalisation, Rigour and Relevance: The Citizen-Client and Planning in the Health Services.","year":2009,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Accountability; Strategic planning; Public relations; Business; Devolution (biology); Public administration; Strategic human resource planning; Government (linguistics); Service delivery framework; Public sector; Health care; Legislation; Transparency (behavior); Service (business); Political science; Medicine; Economics; Marketing; Economic growth","score_opus":0.06560860310345046,"score_gpt":0.37421682353865476,"score_spread":0.3086082204352043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W376768014","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":[0.7354824,0.0010738012,0.000720763,0.25841215,0.000115680785,0.0014402346,0.00001816757,0.00026467923,0.0024721285],"genre_scores_gemma":[0.9715858,0.0017699862,0.00038656723,0.025758673,0.00006425417,0.000007785453,0.000025777012,0.000006347697,0.00039478313],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967522,0.0013428887,0.0004772535,0.00047923496,0.00032284373,0.00062555826],"domain_scores_gemma":[0.997934,0.0010152182,0.00028421285,0.0005029481,0.00012317122,0.00014045484],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0035624683,0.00019715706,0.00032862002,0.00022588039,0.0017336641,0.000044074593,0.00058056595,0.00035146598,0.000039334052],"category_scores_gemma":[0.00048922823,0.00012672096,0.000038226084,0.0009555246,0.00028010216,0.00028232025,0.00027879648,0.0012987263,0.00002467822],"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":[0.00021404157,0.00022097745,0.0084885545,0.0006066364,0.000024018971,0.00013372947,0.020750502,0.000020575972,0.000014769507,0.91029596,0.011008987,0.048221223],"study_design_scores_gemma":[0.0026146767,0.0005980717,0.115964286,0.00089924264,0.000031024665,0.00001699701,0.25117105,0.0009963589,0.0000032299802,0.03632835,0.5909678,0.00040895274],"about_ca_topic_score_codex":0.00048139252,"about_ca_topic_score_gemma":0.0004361621,"teacher_disagreement_score":0.87396765,"about_ca_system_score_codex":0.00019849643,"about_ca_system_score_gemma":0.00012204992,"threshold_uncertainty_score":0.99956596},"labels":[],"label_agreement":null},{"id":"W405287521","doi":"10.21427/d78j6g","title":"Irish Healthcare; The Evidence on Communicating Policy.","year":2010,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Healthcare innovation and challenges","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Irish; Health care; Public relations; Political science; Internet privacy; Computer science; Law; Linguistics","score_opus":0.14540941135411198,"score_gpt":0.38622428190888686,"score_spread":0.24081487055477488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W405287521","genre_codex":"commentary","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":[0.38741207,0.00009262327,0.00010301847,0.59614444,0.00021369544,0.00033135441,0.000007973282,0.0006786837,0.01501615],"genre_scores_gemma":[0.9916123,0.0011334083,0.0006959424,0.0051590297,0.00023413762,0.000004129171,0.000005445503,0.000011497521,0.0011441082],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99713975,0.0007659719,0.00030985606,0.00046130552,0.00063941476,0.0006837072],"domain_scores_gemma":[0.9964521,0.0015042229,0.00024494287,0.0010630093,0.00047958383,0.00025617066],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002807974,0.00019770971,0.00024731708,0.0003742095,0.002671359,0.0001401087,0.0025001569,0.00074859185,0.00027593938],"category_scores_gemma":[0.0055529843,0.00015811899,0.0001165878,0.0023596117,0.0019904678,0.00043423596,0.00042449884,0.002303364,0.00019757276],"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":[0.00002926148,0.000099281606,0.00072513585,0.000008326117,0.000008618233,0.000015286754,0.0013093923,6.417168e-7,0.00019791468,0.95976937,0.0023642438,0.03547254],"study_design_scores_gemma":[0.0003691185,0.00019512959,0.0022238125,0.00008828433,0.000008055849,0.0000055110704,0.0304254,0.00011332738,0.00021248336,0.009328676,0.9566986,0.00033159397],"about_ca_topic_score_codex":0.0030746947,"about_ca_topic_score_gemma":0.010018613,"teacher_disagreement_score":0.9543344,"about_ca_system_score_codex":0.0002744567,"about_ca_system_score_gemma":0.0006435974,"threshold_uncertainty_score":0.9999984},"labels":[],"label_agreement":null},{"id":"W66677069","doi":"10.21427/d7xw29","title":"Investigation of the Cellular and Molecular Mechanisms of Radiation-induced Bystander Effects","year":2014,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Effects of Radiation Exposure","field":"Medicine","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":"Technological University Dublin; McMaster University","keywords":"Bystander effect; Chemistry; Biology; Immunology","score_opus":0.007155561549653798,"score_gpt":0.18495981596729963,"score_spread":0.17780425441764583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W66677069","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":[0.97088903,0.00007758007,0.024236789,0.0036455905,0.00008042437,0.000599303,0.000004890109,0.00013012753,0.00033624595],"genre_scores_gemma":[0.99776685,0.000012930413,0.0018228234,0.00028777902,0.00001314006,0.0000016321783,0.00001411674,0.000012776969,0.00006797429],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99858946,0.00025820205,0.00024528409,0.00032135088,0.00039193526,0.0001937763],"domain_scores_gemma":[0.9985579,0.0003338088,0.00029836642,0.0005046816,0.00018439087,0.000120836696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050319283,0.0001754131,0.0003835247,0.0002973366,0.000104073886,0.000009923976,0.0002899081,0.000436857,0.000022129236],"category_scores_gemma":[0.0012319931,0.00013683859,0.0001320921,0.0008049166,0.00038495904,0.00015393845,0.00014325145,0.00033546364,0.0000041000458],"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":[0.00006284849,0.00007369658,0.004267214,0.00016474926,0.00006754909,0.000015596781,0.0000792253,0.000021145735,0.76715714,0.22553638,0.00008261675,0.0024718647],"study_design_scores_gemma":[0.0026701004,0.00069024286,0.014261409,0.0000950974,0.00016897773,0.000008925348,0.00016864983,0.002812054,0.96721464,0.011432878,0.0003186138,0.0001584101],"about_ca_topic_score_codex":0.000018541907,"about_ca_topic_score_gemma":0.000002604769,"teacher_disagreement_score":0.2141035,"about_ca_system_score_codex":0.000067678026,"about_ca_system_score_gemma":0.00007179642,"threshold_uncertainty_score":0.55801153},"labels":[],"label_agreement":null},{"id":"W6888676576","doi":"10.21427/hnqj-ba69","title":"Exploring the potential of administrative data for understanding and advancing child protection and family support policy, practice and research in Ireland","year":2023,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Child Abuse and Trauma","field":"Psychology","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 Toronto","funders":"","keywords":"Statutory law; Child protection; Context (archaeology); Legislature; Welfare; Child support; Population","score_opus":0.4150204397616402,"score_gpt":0.40247334657393874,"score_spread":0.012547093187701475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6888676576","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":[0.97665864,0.000108032385,0.0021603322,0.018048327,0.000080496,0.00091342535,0.00009199926,0.00013164317,0.00180712],"genre_scores_gemma":[0.99878734,0.0007141657,0.00026509276,0.000046071225,0.000049685776,0.00001140447,0.000031503216,0.000011366451,0.00008335333],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99832153,0.00023594225,0.0002035504,0.0006067005,0.00021475142,0.000417527],"domain_scores_gemma":[0.9984422,0.0008731485,0.000105800864,0.0004218814,0.00007768285,0.00007931416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018467923,0.00014000718,0.0002186846,0.0007571531,0.0005254818,0.00006336351,0.00035101813,0.00020095559,0.000008828737],"category_scores_gemma":[0.00076741894,0.00011678033,0.000026072546,0.0013973966,0.0007162084,0.0007901329,0.0006214137,0.00068494515,0.000003512226],"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":[0.0043281484,0.0006404749,0.002663082,0.00022323638,0.00039102972,0.00084529864,0.0066257217,0.00002825176,0.0022106518,0.9231948,0.0010091536,0.05784011],"study_design_scores_gemma":[0.017818272,0.0046436866,0.17395054,0.00056398805,0.00030378188,0.0009626408,0.68908095,0.006398273,0.0006518558,0.054243594,0.050159547,0.0012228859],"about_ca_topic_score_codex":0.0003320626,"about_ca_topic_score_gemma":0.00020826135,"teacher_disagreement_score":0.86895126,"about_ca_system_score_codex":0.00007705081,"about_ca_system_score_gemma":0.000060991908,"threshold_uncertainty_score":0.47621635},"labels":[],"label_agreement":null},{"id":"W6888700683","doi":"10.21427/r8ch-6d93","title":"The Irreplaceable Frying Pan and the Green-Eyed Tiger: Emotional Transnationalism and the Moving Foodways of Migrants in Montreal","year":2022,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Culinary Culture and Tourism","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Transnationalism; Foodways; Immigration; Globalization; Perspective (graphical)","score_opus":0.009734008298461055,"score_gpt":0.16487146129926142,"score_spread":0.15513745300080037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6888700683","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":[0.9375788,0.00066450925,0.00000988978,0.06038363,0.00004494208,0.00037772657,0.00004437385,0.0000542753,0.00084184436],"genre_scores_gemma":[0.9983663,0.00023473319,0.00003139012,0.000196682,0.000033248944,0.00000795063,0.00002627073,9.89302e-7,0.0011024366],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9984565,0.00039842163,0.00022767368,0.00032012796,0.0003415701,0.0002557425],"domain_scores_gemma":[0.99853164,0.001124944,0.00014084195,0.00010591217,0.00005418539,0.000042501833],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0011758709,0.00014725149,0.0002415545,0.00003732673,0.0015901995,0.000060968145,0.0006237614,0.0001298314,0.00015458265],"category_scores_gemma":[0.000113716116,0.00004705374,0.0001251427,0.0006425134,0.0011735348,0.00016089648,0.00041784337,0.00050266454,0.0000014538361],"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":[0.004942064,0.0006097115,0.0128251435,0.000022839262,0.00022471916,0.00014382559,0.0034669428,0.00027474563,0.0068776733,0.86176,0.0023931523,0.10645919],"study_design_scores_gemma":[0.027536955,0.0011842684,0.54050446,0.0000759121,0.0002642271,0.00027975306,0.068661675,0.027346464,0.000475502,0.18708512,0.14531143,0.0012742312],"about_ca_topic_score_codex":0.0021512324,"about_ca_topic_score_gemma":0.003112625,"teacher_disagreement_score":0.67467487,"about_ca_system_score_codex":0.000032053045,"about_ca_system_score_gemma":0.000011814243,"threshold_uncertainty_score":0.9997096},"labels":[],"label_agreement":null},{"id":"W6888720781","doi":"10.21427/madx-6h71","title":"‘Unlikely Adventures’ in Sacred and Secular Space: India and the Sikh Diaspora","year":2023,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"South Asian Studies and Diaspora","field":"Arts and Humanities","cited_by":1,"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 Regina","funders":"","keywords":"Pilgrimage; Diaspora; Politics; Narrative; Ambivalence; Partition (number theory)","score_opus":0.013746953744932998,"score_gpt":0.18164882509303928,"score_spread":0.16790187134810627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6888720781","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":[0.9822167,0.0010679471,0.0000137183215,0.0073777395,0.00015811446,0.0004529454,0.000066530694,0.00052781665,0.00811845],"genre_scores_gemma":[0.99740654,0.00087146694,0.000049410268,0.0003292453,0.00007526146,0.000005677853,0.00003020481,0.000015656475,0.0012165426],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99839634,0.000117084586,0.00023108872,0.00051166443,0.0002447614,0.00049907266],"domain_scores_gemma":[0.99905205,0.00030992005,0.00011441662,0.00032846967,0.000074838325,0.000120326724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005400789,0.00027051763,0.00043180955,0.00047742669,0.00065384875,0.00017374163,0.0003945138,0.00025520462,0.00021135609],"category_scores_gemma":[0.000280873,0.0001932782,0.000115348936,0.00060239196,0.002184606,0.00028084233,0.0006139179,0.00053144153,0.00008681781],"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":[0.00031712546,0.00007644154,0.0036017061,0.000028766077,0.00007532374,0.0004891344,0.015148269,0.0000054834313,0.0000068741288,0.9731721,0.0036756385,0.003403136],"study_design_scores_gemma":[0.011988946,0.00030181336,0.03528184,0.00009863599,0.00015235273,0.000027662443,0.58916175,0.0012952692,0.000038414382,0.04260177,0.3180244,0.001027135],"about_ca_topic_score_codex":0.00036435723,"about_ca_topic_score_gemma":0.00043114455,"teacher_disagreement_score":0.9305703,"about_ca_system_score_codex":0.000041155017,"about_ca_system_score_gemma":0.000027233265,"threshold_uncertainty_score":0.8049272},"labels":[],"label_agreement":null},{"id":"W6888769248","doi":"10.21427/e2qd-kj23","title":"“I know a lot of people just gave up and died, out of loneliness”: family members experiences of COVID-19 visitation restrictions in Irish nursing homes","year":2025,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Thematic analysis; Irish; Pandemic; Reflexivity; Power (physics); Government (linguistics); Nursing homes; Quality (philosophy)","score_opus":0.056403737096141715,"score_gpt":0.3792475509753485,"score_spread":0.3228438138792068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6888769248","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":[0.9882677,0.0007269041,0.004221002,0.0037000352,0.0006842491,0.00055879774,0.00004429522,0.00014770836,0.0016492694],"genre_scores_gemma":[0.9976962,0.00074536545,0.0008144059,0.00005350834,0.000017261335,0.00000830107,0.000029775867,0.0000077825,0.0006274002],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9978716,0.00034489116,0.0006927153,0.000444247,0.00028028854,0.00036626562],"domain_scores_gemma":[0.99754786,0.0010624471,0.0004992777,0.00035687294,0.00041393578,0.000119581404],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000556156,0.00019854339,0.00066149107,0.0014196264,0.00037442154,0.000008672634,0.000393344,0.00058147736,0.000081074424],"category_scores_gemma":[0.001493695,0.00019322016,0.00012055409,0.0027136153,0.00082469435,0.00026704976,0.00019822788,0.00050301163,0.0000024881244],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0066581713,0.004174562,0.20762187,0.0046402947,0.0004146263,0.000110110464,0.5073849,0.0011192082,0.012028301,0.1484071,0.07509918,0.032341715],"study_design_scores_gemma":[0.0030693884,0.00030338642,0.03801864,0.0005837934,0.00012875377,0.0000014617528,0.95226824,0.0008038986,0.00044266047,0.0019618005,0.002175888,0.00024206378],"about_ca_topic_score_codex":0.0015004495,"about_ca_topic_score_gemma":0.00073177967,"teacher_disagreement_score":0.4448834,"about_ca_system_score_codex":0.00030087394,"about_ca_system_score_gemma":0.0005750538,"threshold_uncertainty_score":0.78792894},"labels":[],"label_agreement":null},{"id":"W6925920071","doi":"10.21427/yzym-f637","title":"Pickelfleisch, Pastirma, and Beyond: An Overview of the Myths of the Origin of Pastrami","year":2025,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Actinomycetales infections 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":"Etymology; German; Mythology; Expansive; Assertion; State (computer science)","score_opus":0.03013406523449455,"score_gpt":0.2757684616107998,"score_spread":0.24563439637630527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6925920071","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":[0.9848887,0.00038886574,0.00031962493,0.0029792667,0.00009825322,0.00046660777,0.000045954042,0.00006454975,0.010748233],"genre_scores_gemma":[0.99824774,0.00025771934,0.0006937055,0.000096959804,0.00000758007,0.0000014017068,0.0000051791767,0.000005232857,0.00068445975],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99896085,0.0000970767,0.00028708455,0.0002694886,0.00021111096,0.00017439717],"domain_scores_gemma":[0.99877393,0.00011858613,0.00024951587,0.00062583055,0.00017895635,0.00005319283],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001768648,0.00016350609,0.00041756916,0.00019867264,0.00015873919,0.0000061744054,0.00038779344,0.00025589942,0.000099211895],"category_scores_gemma":[0.00015683005,0.00009451487,0.00021786557,0.0011190652,0.0011396506,0.000119772296,0.00039949804,0.00034817547,0.000001319285],"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":[0.00038155625,0.0029590093,0.20320341,0.0004834819,0.0006323972,0.00005104924,0.00024308743,0.000043162996,0.0070095514,0.74555254,0.00035896737,0.03908182],"study_design_scores_gemma":[0.016552784,0.0037510186,0.766741,0.0015646749,0.0034172444,0.0005567344,0.016478244,0.0018615207,0.1129918,0.013045231,0.06219211,0.0008476287],"about_ca_topic_score_codex":0.000077608915,"about_ca_topic_score_gemma":0.000020170992,"teacher_disagreement_score":0.7325073,"about_ca_system_score_codex":0.000073267394,"about_ca_system_score_gemma":0.00014931282,"threshold_uncertainty_score":0.41990903},"labels":[],"label_agreement":null},{"id":"W6926406858","doi":"10.21427/6ftq-dg29","title":"The Movement of Women, Beer and Feast Foods in Establishing the Inka Empire","year":2022,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Electronic Health Records Systems","field":"Health Professions","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":"Vancouver Island University","funders":"","keywords":"Empire; Movement (music); British Empire; Action (physics)","score_opus":0.032871841089858675,"score_gpt":0.3121975071479818,"score_spread":0.2793256660581231,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6926406858","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":[0.96659017,0.0005208711,0.00013015539,0.028468085,0.0003814735,0.0014717829,0.000039437888,0.00020877481,0.002189246],"genre_scores_gemma":[0.99598545,0.00024206865,0.00007933721,0.0012408156,0.000048841266,0.00010329126,0.00000956954,0.000019417856,0.002271218],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99479514,0.0019818216,0.0007188221,0.0005205275,0.0006017416,0.001381949],"domain_scores_gemma":[0.99615866,0.00225516,0.00050470704,0.0007388247,0.00015673396,0.00018591118],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.006526398,0.00023112961,0.00046006328,0.00036401793,0.0032923357,0.00003208922,0.0014106593,0.00036354247,0.00031571244],"category_scores_gemma":[0.0011981607,0.00015713237,0.00007963165,0.0019183608,0.00051743555,0.0002729082,0.0018548039,0.0030051433,0.000013454946],"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":[0.0010937571,0.00080872903,0.17283392,0.00046021407,0.00018918853,0.00015303379,0.017788488,0.00022223829,0.0007452448,0.7563293,0.011967025,0.03740888],"study_design_scores_gemma":[0.0040156567,0.0011246959,0.025007999,0.00013868528,0.000026073321,0.000013441153,0.25279078,0.0026511778,0.000051101586,0.011525049,0.70217836,0.00047702016],"about_ca_topic_score_codex":0.0011710763,"about_ca_topic_score_gemma":0.0017887783,"teacher_disagreement_score":0.74480426,"about_ca_system_score_codex":0.002302221,"about_ca_system_score_gemma":0.00071507576,"threshold_uncertainty_score":0.99929494},"labels":[],"label_agreement":null},{"id":"W6944745895","doi":"10.21427/kt9m-xy33","title":"A Spiritual Pilgrimage to a Celtic Homeland: Searching and Internalising in Grief from Stone to Sea. A Collaborative Autoethnography","year":2025,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Religious Tourism and Spaces","field":"Social Sciences","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":"The King's University","funders":"","keywords":"Pilgrimage; Grief; Celtic languages; Autoethnography; Homeland; Irish","score_opus":0.010632480443293844,"score_gpt":0.2819091567156162,"score_spread":0.2712766762723224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6944745895","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":[0.96780103,0.00028403962,0.0041892375,0.020714123,0.00012126915,0.00065000873,0.00009081409,0.00037118208,0.0057782796],"genre_scores_gemma":[0.99327433,0.0003258902,0.004849323,0.00065477326,0.000039856797,0.000005261331,0.000009069212,0.000008527707,0.00083294587],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975776,0.0004104142,0.0002467163,0.00072164193,0.00041852662,0.00062509795],"domain_scores_gemma":[0.9986355,0.00049126084,0.00007853166,0.00029890655,0.0001720317,0.00032381553],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087321206,0.00023762071,0.00044144227,0.0015256101,0.0006695881,0.00033573402,0.0008537453,0.00039778985,0.000045698154],"category_scores_gemma":[0.00093453116,0.00023471234,0.00008711541,0.0045653633,0.00079662714,0.0004206064,0.0006740327,0.0006572926,0.00003128075],"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":[0.0037205846,0.0021758077,0.20552297,0.00014042566,0.0006789487,0.0045107165,0.17911708,0.00059973897,0.014112778,0.44816354,0.06248856,0.07876884],"study_design_scores_gemma":[0.009053751,0.0016305393,0.06409936,0.0015123079,0.00021730884,0.0000052428386,0.32757318,0.0022960936,0.003605962,0.054781254,0.5324568,0.0027682136],"about_ca_topic_score_codex":0.014153389,"about_ca_topic_score_gemma":0.0150149455,"teacher_disagreement_score":0.46996823,"about_ca_system_score_codex":0.0002543437,"about_ca_system_score_gemma":0.00023845193,"threshold_uncertainty_score":0.99241143},"labels":[],"label_agreement":null},{"id":"W6944965861","doi":"10.21427/xca2-8y93","title":"Food History as an Ingredient in Teaching Early Modern Mobility","year":2022,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Mathematics, Computing, and Information Processing","field":"Computer Science","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 Toronto","funders":"","keywords":"Ingredient; Food processing; Social history (medicine); Consumption (sociology); Product (mathematics)","score_opus":0.024257033756810455,"score_gpt":0.20774004800083418,"score_spread":0.18348301424402372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6944965861","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":[0.7788963,0.00006392487,0.2105075,0.0006007105,0.00020265716,0.00023766741,0.0000041893386,0.0009944872,0.008492582],"genre_scores_gemma":[0.98220766,0.000003585048,0.01704531,0.00038247,0.00001454311,0.0000046834093,0.00000974973,0.00000860608,0.0003233825],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9975119,0.0002761727,0.00045136563,0.0006754776,0.00059112953,0.00049393537],"domain_scores_gemma":[0.9984345,0.00012418609,0.00033121672,0.00084068876,0.00011324401,0.00015616292],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016389118,0.00023346186,0.0003113872,0.00076976075,0.00073095405,0.00013811045,0.002631122,0.00020099863,0.00016965228],"category_scores_gemma":[0.0003225094,0.00025272628,0.00010074665,0.00074064767,0.00020894253,0.002300049,0.0020468833,0.0013142087,0.000029337898],"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":[0.000041465006,0.0009850337,0.00053667935,0.000043753593,0.00001635527,0.000078821504,0.0102016525,0.0021286437,0.000099674675,0.95102674,0.0003253208,0.034515854],"study_design_scores_gemma":[0.0014125544,0.0012091637,0.0007437547,0.00002963756,0.000009747483,0.000060622246,0.004092779,0.8467948,0.000113132395,0.09147629,0.053375468,0.00068208954],"about_ca_topic_score_codex":0.00008994317,"about_ca_topic_score_gemma":0.000016734248,"teacher_disagreement_score":0.8595505,"about_ca_system_score_codex":0.0010631323,"about_ca_system_score_gemma":0.00021865082,"threshold_uncertainty_score":0.9999925},"labels":[],"label_agreement":null},{"id":"W6945166107","doi":"10.21427/zw4n-1766","title":"Use Of The Triple-Bottom Line Framework To Examine The Design Tendencies Of First Year Engineering Students","year":2023,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Engineering Education and Curriculum Development","field":"Engineering","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":"Queen's University","funders":"","keywords":"Engineering design process; Engineering education; Design education; Process (computing); Design process; Selection (genetic algorithm); Interactive design; Profit (economics); Design thinking","score_opus":0.03760697235176085,"score_gpt":0.21813046902965647,"score_spread":0.1805234966778956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6945166107","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":[0.9277925,0.000039856463,0.06854078,0.0016497627,0.0005377107,0.000484988,0.000021373875,0.00090016297,0.000032868473],"genre_scores_gemma":[0.9877095,0.000114833616,0.011484143,0.000024585508,0.000023384066,0.000007679596,0.0000053679005,0.000021314032,0.0006091866],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99877167,0.000035312984,0.00027111583,0.00021625802,0.00039938063,0.00030628196],"domain_scores_gemma":[0.9988012,0.00042779758,0.000060560196,0.00051922514,0.00011018243,0.000081050566],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037268896,0.00020011837,0.00025030947,0.00035314533,0.00010495037,0.00003460684,0.0010975802,0.00024600918,0.00005634741],"category_scores_gemma":[0.0009312471,0.0001402715,0.00010454086,0.002803043,0.000108209024,0.00014987527,0.0003518602,0.00047101354,0.00003742889],"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":[0.000073690055,0.00047795227,0.019798597,0.0003094097,0.00047904887,0.000040923846,0.0024695753,0.8888756,0.00858036,0.059152532,0.017707981,0.0020343387],"study_design_scores_gemma":[0.0032825517,0.0007079982,0.39672148,0.0017254944,0.00033984444,0.00003125144,0.013391971,0.2947259,0.08475948,0.0013751168,0.20019127,0.0027476398],"about_ca_topic_score_codex":0.000009498968,"about_ca_topic_score_gemma":0.000005860299,"teacher_disagreement_score":0.5941497,"about_ca_system_score_codex":0.00011119059,"about_ca_system_score_gemma":0.000027661525,"threshold_uncertainty_score":0.5720106},"labels":[],"label_agreement":null},{"id":"W6945171357","doi":"10.21427/1r1k-g544","title":"Making History Visible: Ireland’s National Famine Way Told Through Models and Interactive Digital Narratives","year":2022,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Irish and British Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Famine; Irish; Narrative; Cultural heritage; Estate","score_opus":0.05883287249230598,"score_gpt":0.27605081154543104,"score_spread":0.21721793905312506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6945171357","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":[0.60366917,0.0013480923,0.003573629,0.016101835,0.0004985528,0.00046946266,0.00018192962,0.0008273549,0.37333],"genre_scores_gemma":[0.9920375,0.0002480531,0.00045049793,0.0004760519,0.000066184424,0.0000068273275,0.000029276658,0.000009435992,0.0066761766],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99775904,0.00019424876,0.00019719405,0.0005369897,0.0008904315,0.00042210278],"domain_scores_gemma":[0.9990767,0.00028906408,0.00015720358,0.00012920744,0.00025605096,0.00009174276],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00046351907,0.00019348336,0.0002839111,0.00026740215,0.0017512568,0.000116454896,0.00065922306,0.00022653922,0.00086936646],"category_scores_gemma":[0.00059081626,0.0002085983,0.0001072073,0.0006977687,0.0012945543,0.0018928148,0.000970356,0.00068788516,0.000013357385],"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":[0.0004277386,0.0009323629,0.0016708149,0.000022412987,0.0002475616,0.0007832845,0.028857207,0.0002653796,0.000069610905,0.8058895,0.14570583,0.015128327],"study_design_scores_gemma":[0.0012918113,0.00027867669,0.00044706545,0.000039533625,0.000019253654,0.000042334403,0.155843,0.0019511299,0.000011735698,0.024567695,0.8149401,0.0005676348],"about_ca_topic_score_codex":0.00021276553,"about_ca_topic_score_gemma":0.00014800897,"teacher_disagreement_score":0.78132176,"about_ca_system_score_codex":0.0010624181,"about_ca_system_score_gemma":0.0002742245,"threshold_uncertainty_score":0.9995483},"labels":[],"label_agreement":null},{"id":"W6945238956","doi":"10.21427/tz8n-nc09","title":"Exploring Food Traditions within the Four Quarter Days of the Irish Calendar Year","year":2022,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Historical Studies of British Isles","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; Quarter (Canadian coin); Period (music); Population","score_opus":0.12764627801866565,"score_gpt":0.17994040445934806,"score_spread":0.052294126440682404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6945238956","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":[0.95087785,0.00017525574,0.00012079249,0.024764523,0.0011858989,0.00050336757,0.0011876144,0.0004971364,0.020687575],"genre_scores_gemma":[0.9977241,0.00003689863,0.00009766579,0.00025051713,0.000121338046,0.000020173868,0.000009804445,0.000015013322,0.0017244944],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982878,0.00021020124,0.00028447996,0.00036563288,0.0005162615,0.00033562776],"domain_scores_gemma":[0.99886554,0.00022458052,0.00020508964,0.0005211036,0.00012180974,0.00006185448],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034467469,0.00018777094,0.00027906097,0.00015380497,0.0029565028,0.00004858001,0.0013918489,0.00007602578,0.0013227282],"category_scores_gemma":[0.0001634679,0.00013607684,0.00028183672,0.00044214187,0.001541949,0.0003714694,0.0005921186,0.0008894633,0.00003263156],"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":[0.000058644542,0.00042172035,0.000148073,0.0000172708,0.0001572163,0.00005709907,0.0104788225,0.00010605858,0.000049674796,0.881431,0.10607329,0.0010011593],"study_design_scores_gemma":[0.0007325351,0.00048347135,0.00070249225,0.00001899985,0.000079635036,0.00001620741,0.08101315,0.000101638725,0.00008607765,0.004746086,0.9117227,0.0002970028],"about_ca_topic_score_codex":0.00020130462,"about_ca_topic_score_gemma":0.0006668511,"teacher_disagreement_score":0.8766849,"about_ca_system_score_codex":0.0002676363,"about_ca_system_score_gemma":0.00004573934,"threshold_uncertainty_score":0.9995902},"labels":[],"label_agreement":null},{"id":"W6963600707","doi":"10.21427/d7p77g","title":"Booklet of Selected Theses from the MA in Criminology, MA in Law, and MA in Child, Family and Community Studies 2007- 2009.","year":2010,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Crime Patterns and Interventions","field":"Social Sciences","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":"Queen's University; Queen's University Belfast","keywords":"Family studies; Community studies","score_opus":0.08795156598585994,"score_gpt":0.3098619410039956,"score_spread":0.22191037501813565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6963600707","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":[0.98856074,0.0006517282,0.000014502545,0.0066559464,0.000082137,0.00030955972,0.000084553794,0.00008278517,0.0035580464],"genre_scores_gemma":[0.9985181,0.000885665,0.00017323937,0.00026963584,0.000017452407,0.000003006935,0.000011304647,0.0000055307646,0.000116032854],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981002,0.0007717811,0.00029546535,0.00030603193,0.00016335658,0.00036311432],"domain_scores_gemma":[0.9984717,0.00089413504,0.00012494733,0.00032779327,0.00012386912,0.000057584657],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0011068584,0.00016887093,0.00037069528,0.00032493172,0.0005575056,0.000051498544,0.0007356494,0.0004418766,0.00021717978],"category_scores_gemma":[0.0011147865,0.00013799331,0.000058912465,0.0007171978,0.003315562,0.0003218146,0.00058600324,0.0015778004,0.0000056225335],"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":[0.00033739224,0.0022774034,0.5650385,0.00005455376,0.00014307215,0.00019879162,0.02138783,0.0000055568003,0.0033703123,0.3969762,0.0029353953,0.0072749825],"study_design_scores_gemma":[0.0021488087,0.00030241968,0.80410475,0.000199267,0.000040998973,0.000006972123,0.1586902,0.00011823279,0.0003877531,0.018348368,0.015292068,0.0003601566],"about_ca_topic_score_codex":0.04134557,"about_ca_topic_score_gemma":0.20092249,"teacher_disagreement_score":0.37862784,"about_ca_system_score_codex":0.000070629554,"about_ca_system_score_gemma":0.000038837097,"threshold_uncertainty_score":0.99939686},"labels":[],"label_agreement":null},{"id":"W6982540481","doi":"","title":"Installation Image Free-Fall Exhibition at the West Cork Art Centre Curated by Ann Davoren","year":2011,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Exhibition; Photography; Painting; Irish; Aerial photography; Cork","score_opus":0.023294380641851565,"score_gpt":0.20546344656052443,"score_spread":0.18216906591867285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982540481","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":[0.8856309,0.0006348555,0.0013493411,0.016172903,0.00016236209,0.00093484874,0.0002237989,0.0011717124,0.093719274],"genre_scores_gemma":[0.9882759,0.0005660467,0.00079262187,0.00042672895,0.000036376994,0.0000033700676,0.0005002479,0.000019311652,0.009379431],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981013,0.0001525597,0.0002948044,0.00059994636,0.0003553476,0.00049604545],"domain_scores_gemma":[0.9984548,0.00013832486,0.00021001372,0.00080999365,0.00023073507,0.00015611397],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002744698,0.00032524866,0.00039643366,0.00019838997,0.0006086898,0.000032976266,0.00056399277,0.0005369813,0.0014462349],"category_scores_gemma":[0.00037083993,0.00024143279,0.00018131002,0.00088617665,0.001010478,0.00049359514,0.0006897495,0.00067148876,0.00056469435],"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":[0.0053566126,0.0033631304,0.103796005,0.00026625663,0.0010600234,0.0020159648,0.0035328125,0.000009895599,0.018767122,0.08980339,0.7567519,0.015276907],"study_design_scores_gemma":[0.023914963,0.0026696823,0.15151082,0.0012406051,0.0014584203,0.00043197218,0.014761818,0.002544786,0.045125417,0.018265659,0.7351952,0.002880627],"about_ca_topic_score_codex":0.00010040431,"about_ca_topic_score_gemma":0.00040974532,"teacher_disagreement_score":0.102644965,"about_ca_system_score_codex":0.00022262598,"about_ca_system_score_gemma":0.0000509893,"threshold_uncertainty_score":0.9994666},"labels":[],"label_agreement":null},{"id":"W6984234249","doi":"","title":"Dining Out","year":2019,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Economic and Business Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Irish; Celtic Tiger; White (mutation); Consistency (knowledge bases); Tiger","score_opus":0.03956410210830984,"score_gpt":0.17801717132889275,"score_spread":0.13845306922058292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6984234249","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":[0.86894953,0.0004800196,0.00312301,0.004536348,0.00059938873,0.0002639419,0.00007996719,0.00051863014,0.12144916],"genre_scores_gemma":[0.98411644,0.0002643501,0.001001389,0.0003130254,0.000055435354,0.0000018325222,0.000023950131,0.000019040672,0.014204526],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998224,0.000016167716,0.00042173106,0.0007735508,0.00004730515,0.00051723275],"domain_scores_gemma":[0.99887305,0.000107825166,0.00032228234,0.00054407434,0.000060174414,0.000092576105],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00040589608,0.00025853582,0.00063020963,0.0005055604,0.0002487276,0.000081850565,0.0007694374,0.0004063602,0.0022646098],"category_scores_gemma":[0.00020472494,0.00028327212,0.00020829019,0.0005396636,0.00030426923,0.0006260297,0.00053255167,0.0004231141,0.008777658],"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":[0.000039446502,0.0001275595,0.08465612,0.000019944724,0.000081499806,0.0000295828,0.000116505274,0.000050403734,0.000060311995,0.91206044,0.0017639454,0.0009942236],"study_design_scores_gemma":[0.0035277025,0.00028088025,0.026292607,0.00005132173,0.00002804834,0.000014364461,0.0032307918,0.005154686,0.00025724986,0.06606804,0.8937071,0.001387195],"about_ca_topic_score_codex":0.00004971748,"about_ca_topic_score_gemma":0.00002414399,"teacher_disagreement_score":0.89194316,"about_ca_system_score_codex":0.00019262127,"about_ca_system_score_gemma":0.000021010874,"threshold_uncertainty_score":0.999962},"labels":[],"label_agreement":null},{"id":"W6991340019","doi":"","title":"GENDER AND SES EFFECTS ON MULTIDIMENSIONAL SELF-CONCEPT DEVELOPMENT DURING ADOLESCENCE","year":2013,"lang":"en","type":"dissertation","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Personality Traits and Psychology","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":"Socioeconomic status; Longitudinal study; Redress; Longitudinal data; Perception; Marital status; Measure (data warehouse)","score_opus":0.0194794495436926,"score_gpt":0.25792227491834835,"score_spread":0.23844282537465575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991340019","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":[0.9867396,0.0005579063,0.000055563785,0.0003963136,0.0009687049,0.00078045763,0.000030336367,0.0008642192,0.009606946],"genre_scores_gemma":[0.98578715,0.000085077285,0.002266124,0.0005283873,0.00011629985,0.00002164545,0.0004262932,0.000052274732,0.0107167605],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99628145,0.00031091625,0.0004355285,0.001630985,0.0004737721,0.0008673757],"domain_scores_gemma":[0.9981658,0.00036108014,0.00034941488,0.00061213167,0.00020114749,0.00031043825],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00024962326,0.0007401523,0.00074555783,0.00073531386,0.000578633,0.000061441,0.00075136666,0.0021760522,0.0014187988],"category_scores_gemma":[0.00010726278,0.00070042984,0.00019646584,0.0005455032,0.00034113263,0.00020936829,0.00014424018,0.001690462,0.0008159113],"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":[0.007692371,0.012143453,0.011490297,0.0030423757,0.005691922,0.008863586,0.05119157,0.000038483508,0.02690483,0.621361,0.03858392,0.2129962],"study_design_scores_gemma":[0.008682187,0.00076255447,0.89785403,0.0006729337,0.00028856282,0.00020321054,0.01142165,0.00004403535,0.012068983,0.000668402,0.06453521,0.0027982455],"about_ca_topic_score_codex":0.00004393614,"about_ca_topic_score_gemma":0.000027418144,"teacher_disagreement_score":0.88636374,"about_ca_system_score_codex":0.00020956494,"about_ca_system_score_gemma":0.00013309179,"threshold_uncertainty_score":0.9999621},"labels":[],"label_agreement":null},{"id":"W6993628163","doi":"","title":"Renting in Ireland","year":2014,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Housing, Finance, and Neoliberalism","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Renting; Accommodation; Irish; Quarter (Canadian coin); Preference; Politics; Space (punctuation); Public housing","score_opus":0.022908886987433444,"score_gpt":0.18328399420363065,"score_spread":0.1603751072161972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6993628163","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":[0.8958284,0.0002156598,0.006952577,0.0026651572,0.00024913,0.00017303858,0.000027731567,0.00038011748,0.09350815],"genre_scores_gemma":[0.99411935,0.0002076904,0.0019557544,0.00028789503,0.00006181572,0.0000016404528,0.000019392806,0.000019989264,0.003326456],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998075,0.00004783027,0.00048287032,0.00073438074,0.00006775329,0.00059214316],"domain_scores_gemma":[0.9989248,0.00010889244,0.00030813282,0.00051070144,0.000038806644,0.000108675755],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007870046,0.00023852545,0.00054331275,0.00080520613,0.00022705925,0.00007843623,0.0007100758,0.0005397165,0.00036310087],"category_scores_gemma":[0.00018842351,0.00027531487,0.00016004418,0.0011841066,0.0002978664,0.00046595393,0.0002686323,0.0005967424,0.00071603525],"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":[0.00003592479,0.00017992049,0.02357118,0.000014671998,0.000015040246,0.0000720352,0.00014983585,0.000056322384,0.000054358887,0.97073394,0.00076408475,0.0043526837],"study_design_scores_gemma":[0.002994895,0.00017604932,0.02398302,0.000057549714,0.000009617853,0.000016496038,0.00028630265,0.011574312,0.00021879125,0.036948193,0.9229442,0.00079060695],"about_ca_topic_score_codex":0.0002964589,"about_ca_topic_score_gemma":0.00015918986,"teacher_disagreement_score":0.93378574,"about_ca_system_score_codex":0.00016069518,"about_ca_system_score_gemma":0.00001721335,"threshold_uncertainty_score":0.9999699},"labels":[],"label_agreement":null},{"id":"W6996776999","doi":"","title":"The Socio-economic Cost and Review of Food Hypersensitivity on the Island of Ireland","year":2022,"lang":"en","type":"other","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"","field":"","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":"Food allergy; Food hypersensitivity; Kiwi; Food allergens; Disease; Allergy; Northern ireland","score_opus":0.019768139615330704,"score_gpt":0.20860947493050833,"score_spread":0.18884133531517763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996776999","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":[0.09866326,0.045669902,0.00008825509,0.022089122,0.0006692382,0.008389802,0.014638285,0.0019604014,0.8078317],"genre_scores_gemma":[0.8152064,0.08153678,0.00014244992,0.00078145275,0.00013467396,0.00003063078,0.00040745517,0.00068342895,0.10107671],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99670446,0.00086177833,0.0004907355,0.0008457925,0.0005609775,0.00053623243],"domain_scores_gemma":[0.99547005,0.0015392621,0.0012811291,0.0014923061,0.000106387975,0.00011085379],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018168988,0.0005743868,0.0011749445,0.00052222016,0.00054312655,0.000036066507,0.0015798914,0.0007941088,0.00391412],"category_scores_gemma":[0.00089365384,0.00037209826,0.00042142242,0.0008430228,0.0032470638,0.000098198834,0.0012121997,0.0015000518,0.0002579571],"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":[0.0004126633,0.0004486091,0.00042673294,0.0010036342,0.0010020828,0.000097448676,0.000065636494,0.000008356078,0.00014790674,0.28663123,0.70537305,0.0043826415],"study_design_scores_gemma":[0.0013723512,0.0005620158,0.00014935272,0.0011641965,0.00033715114,0.000035668105,0.0015404851,0.00009641536,0.00009384445,0.00074500666,0.9933799,0.00052359974],"about_ca_topic_score_codex":0.00014618141,"about_ca_topic_score_gemma":0.00063210767,"teacher_disagreement_score":0.71654314,"about_ca_system_score_codex":0.000431335,"about_ca_system_score_gemma":0.00021005012,"threshold_uncertainty_score":0.9998731},"labels":[],"label_agreement":null},{"id":"W6999264834","doi":"","title":"Cognitive Performance in Midlife Type 2 Diabetes: Results form the ENBIND Study","year":2020,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","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":"Type 2 diabetes; Cognition; Neuropsychological assessment; Neuropsychology; Neuropsychological test; Effects of sleep deprivation on cognitive performance; Cohort; Cognitive test; Repeatable Battery for the Assessment of Neuropsychological Status","score_opus":0.0422016884000869,"score_gpt":0.27341726330341753,"score_spread":0.23121557490333064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999264834","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":[0.9771508,0.0000616047,0.000038246195,0.013972351,0.000055165325,0.0015905836,0.00002470141,0.00026935633,0.006837176],"genre_scores_gemma":[0.99732804,0.00018240606,0.000056097684,0.0012825793,0.000052007894,0.000009201077,0.000058297213,0.0000152401535,0.0010161469],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974565,0.00019934944,0.0003419862,0.00068659557,0.0006551635,0.00066041976],"domain_scores_gemma":[0.9985484,0.0003363749,0.000115230556,0.00033472298,0.00040568353,0.00025959537],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000811444,0.00026787733,0.00041809602,0.0003477649,0.00029342575,0.00005448043,0.0005897376,0.00025585003,0.00029549559],"category_scores_gemma":[0.0021329462,0.0001916046,0.00011585403,0.002469868,0.000574071,0.00035363648,0.0005539615,0.001145478,0.00034768577],"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":[0.0080538485,0.0036381164,0.9550983,0.00013283649,0.00038566106,0.0014638186,0.0023515194,0.0000081821345,0.00094851584,0.0008943097,0.0018137423,0.025211181],"study_design_scores_gemma":[0.021320282,0.012679875,0.88482004,0.00032470617,0.00035389292,0.000017408094,0.050337173,0.0046457113,0.005332021,0.00013647776,0.019341055,0.00069133966],"about_ca_topic_score_codex":0.000014854703,"about_ca_topic_score_gemma":0.000034214532,"teacher_disagreement_score":0.07027821,"about_ca_system_score_codex":0.00012739755,"about_ca_system_score_gemma":0.00016003396,"threshold_uncertainty_score":0.7813409},"labels":[],"label_agreement":null},{"id":"W7006366071","doi":"","title":"Towards a Sociological Understanding of Irish Travellers: Introducing a People","year":2003,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Plant Diversity and Evolution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Irish; Multiculturalism; Population; Racism; Diversity (politics); Context (archaeology); Ethnic group","score_opus":0.047437180886942314,"score_gpt":0.1941229270493723,"score_spread":0.14668574616243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7006366071","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":[0.9865637,0.000068287576,0.002767609,0.0030764202,0.00012539647,0.00022843429,0.00010136393,0.0003690942,0.006699716],"genre_scores_gemma":[0.9984828,0.00016115887,0.0009106414,0.00009096209,0.000045134526,7.0113026e-7,0.00007532653,0.0000012969548,0.00023197643],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9979065,0.00027042604,0.00027351288,0.0006289983,0.00034835594,0.0005721835],"domain_scores_gemma":[0.9990547,0.00033338025,0.0001973377,0.00013666021,0.000111634414,0.00016633513],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007042717,0.00025544732,0.00045298718,0.00011262923,0.00059619895,0.00004711396,0.00068255886,0.00068058074,0.001190411],"category_scores_gemma":[0.0005852985,0.00013344789,0.00026658326,0.0013651293,0.0005512026,0.00037052168,0.00023817313,0.00051757,0.00005622317],"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":[0.0009646877,0.0020478612,0.033267252,0.00008171242,0.00031577394,0.0003285822,0.001173369,0.00023813441,0.21549545,0.71788275,0.015822178,0.012382259],"study_design_scores_gemma":[0.011976571,0.008119857,0.24976805,0.0005048343,0.00087894424,0.00061872165,0.2873132,0.009466918,0.043385323,0.16231096,0.2185292,0.007127451],"about_ca_topic_score_codex":0.00017349455,"about_ca_topic_score_gemma":0.00019950187,"teacher_disagreement_score":0.5555718,"about_ca_system_score_codex":0.00027557192,"about_ca_system_score_gemma":0.00003885885,"threshold_uncertainty_score":0.99972266},"labels":[],"label_agreement":null},{"id":"W7008270638","doi":"","title":"Booklet of Selected Theses from the MA in Criminology, MA in Law, and MA in Child, Family and Community Studies 2007- 2009.","year":2010,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Crime Patterns and Interventions","field":"Social Sciences","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":"Queen's University; Queen's University Belfast","keywords":"Family studies; Community studies","score_opus":0.08795156598585994,"score_gpt":0.3098619410039956,"score_spread":0.22191037501813565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008270638","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":[0.98856074,0.0006517282,0.000014502545,0.0066559464,0.000082137,0.00030955972,0.000084553794,0.00008278517,0.0035580464],"genre_scores_gemma":[0.9985181,0.000885665,0.00017323937,0.00026963584,0.000017452407,0.000003006935,0.000011304647,0.0000055307646,0.000116032854],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981002,0.0007717811,0.00029546535,0.00030603193,0.00016335658,0.00036311432],"domain_scores_gemma":[0.9984717,0.00089413504,0.00012494733,0.00032779327,0.00012386912,0.000057584657],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0011068584,0.00016887093,0.00037069528,0.00032493172,0.0005575056,0.000051498544,0.0007356494,0.0004418766,0.00021717978],"category_scores_gemma":[0.0011147865,0.00013799331,0.000058912465,0.0007171978,0.003315562,0.0003218146,0.00058600324,0.0015778004,0.0000056225335],"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":[0.00033739224,0.0022774034,0.5650385,0.00005455376,0.00014307215,0.00019879162,0.02138783,0.0000055568003,0.0033703123,0.3969762,0.0029353953,0.0072749825],"study_design_scores_gemma":[0.0021488087,0.00030241968,0.80410475,0.000199267,0.000040998973,0.000006972123,0.1586902,0.00011823279,0.0003877531,0.018348368,0.015292068,0.0003601566],"about_ca_topic_score_codex":0.04134557,"about_ca_topic_score_gemma":0.20092249,"teacher_disagreement_score":0.37862784,"about_ca_system_score_codex":0.000070629554,"about_ca_system_score_gemma":0.000038837097,"threshold_uncertainty_score":0.99939686},"labels":[],"label_agreement":null},{"id":"W7009546297","doi":"","title":"Embedding Anti-Racism in the Community Development and Youth Work Programme (CDYW) 2020/2021","year":2021,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Participatory Visual Research Methods","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":"General partnership; Racism; Government (linguistics); Charter; Literacy; Work (physics); Professional development; Community of practice; Community development","score_opus":0.4514303031349722,"score_gpt":0.4890631660531394,"score_spread":0.0376328629181672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009546297","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":[0.9888823,0.00020275643,0.0013686272,0.0052025407,0.00007778036,0.00041254237,0.000008118273,0.00021355113,0.003631786],"genre_scores_gemma":[0.9906997,0.0001627294,0.008401115,0.00017323765,0.000035778485,0.000006451364,0.000020565592,0.000009691275,0.00049073104],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9925502,0.0048412615,0.00030437007,0.0004927624,0.00079137576,0.0010200213],"domain_scores_gemma":[0.99741846,0.0013783539,0.00011747605,0.0005567856,0.00023897541,0.00028996624],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008606317,0.00022429138,0.00036665273,0.00025234759,0.0020399292,0.0003178186,0.0013501188,0.00049035536,0.00020493889],"category_scores_gemma":[0.0068461164,0.0001920148,0.00009430662,0.0036019136,0.0016907125,0.00045137643,0.00097157876,0.0017766814,0.000044908575],"study_design_candidate":"qualitative","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":[0.00029651233,0.0039763036,0.06465346,0.000083493585,0.00021538597,0.0031686514,0.2142408,0.00007754303,0.0008843499,0.35458457,0.0005947983,0.35722414],"study_design_scores_gemma":[0.0020304336,0.00018298914,0.056735683,0.00019272682,0.00006407526,0.000014723542,0.80854166,0.00044769872,0.0018865863,0.00455725,0.12444318,0.0009029833],"about_ca_topic_score_codex":0.00051042205,"about_ca_topic_score_gemma":0.0015970876,"teacher_disagreement_score":0.59430087,"about_ca_system_score_codex":0.00033325478,"about_ca_system_score_gemma":0.00054624,"threshold_uncertainty_score":0.9992593},"labels":[],"label_agreement":null},{"id":"W7015188382","doi":"","title":"Seeing is Believing: Body Motion Dominates in Multisensory Conversations","year":2010,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Social Robot Interaction and HRI","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trinity College","funders":"Science Foundation Ireland","keywords":"Nucleofection; Gestational period; Dysgeusia; TSG101; Hyporeflexia; Articular cartilage damage; Proteogenomics; Diafiltration","score_opus":0.024134051911313032,"score_gpt":0.2911530950536046,"score_spread":0.2670190431422916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015188382","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":[0.9698553,0.00003279182,0.0017770045,0.008840634,0.0011874746,0.00036681123,0.000026030193,0.00070080557,0.017213125],"genre_scores_gemma":[0.99265563,0.000023444867,0.00090683653,0.00053016143,0.00008067901,0.0000049537825,0.000032367294,0.000018609602,0.0057473322],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981835,0.00015948355,0.00031663652,0.00063544954,0.00021693682,0.00048799024],"domain_scores_gemma":[0.9986114,0.000379775,0.00019119315,0.0004837069,0.00018883108,0.00014508773],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003568949,0.00024532605,0.00031726962,0.00073587993,0.00035004847,0.000063649415,0.0005547083,0.0009211177,0.008822629],"category_scores_gemma":[0.00057702634,0.00026635878,0.00018288534,0.0008960251,0.00049960625,0.00044808036,0.00017971259,0.0014795162,0.0015236741],"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":[0.00062993047,0.0025693167,0.093552254,0.000027756641,0.00024144561,0.00089993374,0.0070634917,0.000040403167,0.03467256,0.79450345,0.013436103,0.052363362],"study_design_scores_gemma":[0.018054033,0.00062704633,0.37766987,0.0001283648,0.00024537338,0.00021457433,0.07445911,0.01480184,0.011614956,0.008894463,0.4906131,0.002677257],"about_ca_topic_score_codex":0.00042716917,"about_ca_topic_score_gemma":0.00027492802,"teacher_disagreement_score":0.785609,"about_ca_system_score_codex":0.00016113439,"about_ca_system_score_gemma":0.00003757575,"threshold_uncertainty_score":0.99997884},"labels":[],"label_agreement":null},{"id":"W7018444740","doi":"","title":"Digital Radio in Canada: From DAB to Multi-Platform Approaches.","year":2007,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Radio, Podcasts, and Digital Media","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":"Nucleofection; Gloom; TSG101; Proteogenomics; Hyporeflexia; Subpoena","score_opus":0.06458699975746149,"score_gpt":0.22673224152334384,"score_spread":0.16214524176588235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018444740","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":[0.9363804,0.00009575528,0.0035636174,0.0031357023,0.00038732364,0.00053004146,0.00014529636,0.0004081017,0.055353764],"genre_scores_gemma":[0.99574405,0.000028242808,0.0017615097,0.0002475343,0.00012281674,0.0000017331993,0.00006338622,0.00001589871,0.002014841],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970107,0.000052352723,0.00038057484,0.00074420567,0.00072067184,0.0010915127],"domain_scores_gemma":[0.9981434,0.0005108623,0.00012570551,0.0004358712,0.00009211433,0.0006920936],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000659865,0.0002993395,0.00044801878,0.0005215552,0.00038196123,0.00020097625,0.001366268,0.00053571543,0.0001890949],"category_scores_gemma":[0.0013618545,0.00030155416,0.00012412423,0.0019303549,0.0006986343,0.0012980185,0.0003163863,0.0006413582,0.00013190327],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007298076,0.0014770492,0.12578349,0.000020208457,0.00013896251,0.004246823,0.007421795,0.00018044231,0.00013203859,0.22069968,0.0067871227,0.6323826],"study_design_scores_gemma":[0.005621697,0.00029220994,0.08947208,0.0000983813,0.000049778162,0.000018431641,0.16873358,0.0019182749,0.00069294835,0.0036361453,0.72725964,0.00220685],"about_ca_topic_score_codex":0.41069058,"about_ca_topic_score_gemma":0.89814854,"teacher_disagreement_score":0.7204725,"about_ca_system_score_codex":0.0022568065,"about_ca_system_score_gemma":0.0010838737,"threshold_uncertainty_score":0.9999437},"labels":[],"label_agreement":null},{"id":"W7025368455","doi":"","title":"Why Kids Find Computing Jobs To Be A Turnoff","year":2023,"lang":"en","type":"other","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Cultural Heritage Materials 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":"Workforce; Falling (accident); Information technology; Job loss; Outsourcing; Quarter (Canadian coin)","score_opus":0.04781415697551259,"score_gpt":0.21670055804506116,"score_spread":0.16888640106954858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7025368455","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":[0.08558736,0.00042030218,0.0008449986,0.04266147,0.0036597603,0.0023333628,0.0026845438,0.024340257,0.83746797],"genre_scores_gemma":[0.11800222,0.000118644675,0.000963447,0.0022777435,0.0010033193,0.000004530893,0.0002580066,0.00056460424,0.8768075],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970775,0.00013891995,0.0004187904,0.0010741648,0.00051467895,0.0007758924],"domain_scores_gemma":[0.9982884,0.00014632051,0.0003439341,0.00077153917,0.00019352755,0.00025630693],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002961683,0.00066750904,0.0010055786,0.0012316427,0.00058870245,0.0005411756,0.0014322194,0.0009270015,0.026421893],"category_scores_gemma":[0.00028697253,0.00057928823,0.00044838828,0.00077987614,0.0007933945,0.00023943753,0.0010887833,0.0007044503,0.0020591186],"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":[0.000042750275,0.00013362408,0.000019019379,0.00006928378,0.00030479286,0.0004354332,0.0011289646,0.000011700117,0.00017171638,0.15649402,0.8393227,0.0018660085],"study_design_scores_gemma":[0.0004717509,0.00013185535,0.000024743722,0.00019326124,0.00017419265,0.000004913143,0.0053530163,0.00013062097,0.0000478161,0.00031456916,0.9923269,0.0008263426],"about_ca_topic_score_codex":0.0033382305,"about_ca_topic_score_gemma":0.025019959,"teacher_disagreement_score":0.15617944,"about_ca_system_score_codex":0.0002335343,"about_ca_system_score_gemma":0.0000417941,"threshold_uncertainty_score":0.99966586},"labels":[],"label_agreement":null},{"id":"W7027304374","doi":"","title":"College Graduations &amp; Prize Givings (Circa 1970s-onwards)","year":2018,"lang":"en","type":"other","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Soil Moisture and Remote Sensing","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":"Period (music); Hospitality; Work (physics); Hospitality industry; Quarter (Canadian coin); Exhibition","score_opus":0.014453026211284664,"score_gpt":0.2027061080174159,"score_spread":0.18825308180613123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027304374","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":[0.010108261,0.000081598766,0.0037204379,0.0034864245,0.00061081245,0.0007845147,0.00010582025,0.002338065,0.97876406],"genre_scores_gemma":[0.16958724,0.00023623624,0.011719572,0.00045477878,0.00026771054,0.0000012027602,0.00015952665,0.00023725514,0.8173365],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.996601,0.00017303364,0.00033573326,0.0013184523,0.0007594847,0.0008123246],"domain_scores_gemma":[0.9979224,0.00014065103,0.00041350495,0.0011802302,0.000048615057,0.00029455675],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00035231095,0.00064227317,0.00066353485,0.0006064463,0.00054225273,0.000074068914,0.0014638659,0.0018553762,0.011590595],"category_scores_gemma":[0.00038736156,0.0005912431,0.00033079338,0.0018757525,0.0023960865,0.00023696294,0.0012075825,0.00089490664,0.0105205355],"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":[0.000037326765,0.0002961056,0.0009116339,0.00002333836,0.00011705472,0.00021280299,0.00007371187,0.000008508563,0.00048246287,0.0075024106,0.98369986,0.006634757],"study_design_scores_gemma":[0.00073243334,0.00009941745,0.0016109085,0.00010711179,0.0001121993,0.000047477763,0.00025941207,0.00017844816,0.000092258924,0.0011788788,0.9947959,0.0007855345],"about_ca_topic_score_codex":0.0011616047,"about_ca_topic_score_gemma":0.0069363913,"teacher_disagreement_score":0.16142759,"about_ca_system_score_codex":0.0005129649,"about_ca_system_score_gemma":0.00006704415,"threshold_uncertainty_score":0.9996539},"labels":[],"label_agreement":null},{"id":"W7033665449","doi":"","title":"Projecting &lt;i&gt;le Temps des Loisirs&lt;/i&gt;: Cycling and Working-Class Identity in French Cinema of the 1930s","year":2017,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Actinomycetales infections and treatment","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":"Trinity College","funders":"","keywords":"Movie theater; Identity (music); Ideology; Cycling; National identity; Politics","score_opus":0.027210101681352336,"score_gpt":0.25563116684381754,"score_spread":0.2284210651624652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033665449","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":[0.97792614,0.00027906307,0.00072364736,0.0012966716,0.0001301576,0.0006056959,0.000008256151,0.00018884608,0.018841531],"genre_scores_gemma":[0.99713504,0.00021588597,0.0016962696,0.000024210192,0.00004416361,0.00000456155,0.000005616622,0.000015659414,0.00085859135],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982627,0.000091351365,0.00035027062,0.0005647814,0.0003055026,0.00042540053],"domain_scores_gemma":[0.9982895,0.00018030436,0.00041838118,0.00082898984,0.00016788469,0.000114899405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005514393,0.00027289105,0.0005112369,0.00041465313,0.0012090214,0.00010265574,0.00062066934,0.00043779294,0.000045023666],"category_scores_gemma":[0.001128929,0.00020707195,0.00020517537,0.0007924873,0.0014673395,0.00058009516,0.00087097945,0.0006168424,0.000009589277],"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":[0.00025493998,0.0022013912,0.81476825,0.00021755754,0.000385337,0.00091384596,0.0006313348,0.000058650956,0.019278724,0.1316578,0.00010180258,0.029530365],"study_design_scores_gemma":[0.011064106,0.00086229894,0.9466383,0.0012648851,0.00055760477,0.001023205,0.0031469956,0.0030001835,0.010167104,0.007983339,0.013436629,0.0008553875],"about_ca_topic_score_codex":0.00039883718,"about_ca_topic_score_gemma":0.0015758709,"teacher_disagreement_score":0.13187,"about_ca_system_score_codex":0.00027139968,"about_ca_system_score_gemma":0.0001366393,"threshold_uncertainty_score":0.92989373},"labels":[],"label_agreement":null},{"id":"W7040502346","doi":"","title":"Virtual Virtue","year":2016,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trent University","funders":"","keywords":"Virtue; Feature (linguistics); Subject (documents); Focus (optics)","score_opus":0.016103413800827176,"score_gpt":0.2021372749313912,"score_spread":0.18603386113056403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7040502346","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":[0.94608146,0.000060303697,0.02104422,0.0102033615,0.00035669297,0.0006339126,0.0004025151,0.0065002237,0.014717289],"genre_scores_gemma":[0.98669183,0.00006157036,0.0016412407,0.00028374506,0.0001082542,0.0000044472654,0.000036799207,0.00009672296,0.01107539],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9952724,0.0003788777,0.000525709,0.0015666573,0.00092289504,0.0013334395],"domain_scores_gemma":[0.99640226,0.0006607737,0.0003572601,0.0016054355,0.00041221248,0.00056205416],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009515396,0.0006935334,0.00073277013,0.0013808412,0.0006192646,0.000114536124,0.0027193106,0.0013068458,0.0031614192],"category_scores_gemma":[0.001819519,0.0005150006,0.00044172865,0.0030044727,0.0024368018,0.001687493,0.0014152403,0.00091356307,0.024134297],"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":[0.0007235153,0.00079104374,0.002128339,0.000007327742,0.00015475607,0.000944167,0.000045357865,0.000018167968,0.09233837,0.8589398,0.016081123,0.027828017],"study_design_scores_gemma":[0.015341058,0.0021964926,0.0061859577,0.00024892972,0.00027199296,0.00026846872,0.003497936,0.0011547756,0.050820954,0.023684686,0.8928562,0.003472538],"about_ca_topic_score_codex":0.0000414364,"about_ca_topic_score_gemma":0.00006271717,"teacher_disagreement_score":0.8767751,"about_ca_system_score_codex":0.00082394615,"about_ca_system_score_gemma":0.00018671733,"threshold_uncertainty_score":0.9999897},"labels":[],"label_agreement":null},{"id":"W7043074737","doi":"","title":"Secondhand Smoke Exposure and Other Signs of Tobacco Consumption at Outdoor Entrances of Primary Schools in Eleven European Countries","year":2020,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Particle Accelerators and Free-Electron Lasers","field":"Engineering","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":"European Regional Development Fund; Instituto de Salud Carlos III; Universidad Politécnica de Cartagena; University of Stirling; Generalitat de Catalunya; European Commission; Terry Fox Research Institute; Public Health Agency; Istituto di Ricerche Farmacologiche Mario Negri - IRCCS","keywords":"Tobacco control; Consumption (sociology); Secondhand smoke; Smoking prevalence; Socioeconomic status; Nicotine; Smoke","score_opus":0.025067081424947537,"score_gpt":0.18864139436749636,"score_spread":0.16357431294254882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043074737","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":[0.99739903,0.0006399425,0.00046899685,0.00035882293,0.000024773504,0.00019383917,0.00008371161,0.00021597177,0.0006149314],"genre_scores_gemma":[0.99921674,0.00036234967,0.00025287014,0.000113045906,0.000012514992,8.024328e-7,0.0000085154725,0.000014314621,0.000018841227],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989728,0.00007125982,0.00027821795,0.00025902948,0.00014845679,0.00027025412],"domain_scores_gemma":[0.99952614,0.00006668481,0.00009286625,0.0001682678,0.000043808675,0.00010225882],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018246537,0.00017013642,0.0003457338,0.00014621759,0.000051312196,0.00002049277,0.00029129512,0.0001765967,0.00014555051],"category_scores_gemma":[0.000057113593,0.00016827829,0.000057539375,0.0003782945,0.00030432266,0.0002928445,0.000118381715,0.00028257488,0.000015041195],"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":[0.00051306415,0.00014749849,0.76160103,0.00027781745,0.00014042835,0.000110924375,0.00050978456,0.0012630704,0.22291012,0.0075140963,0.0005618821,0.004450256],"study_design_scores_gemma":[0.01390202,0.002101688,0.30784568,0.00030476772,0.0001974353,0.00002512084,0.003424902,0.009198001,0.61601865,0.00051845115,0.044644427,0.001818869],"about_ca_topic_score_codex":0.000015268473,"about_ca_topic_score_gemma":0.0000550706,"teacher_disagreement_score":0.45375538,"about_ca_system_score_codex":0.00008103532,"about_ca_system_score_gemma":0.000020313715,"threshold_uncertainty_score":0.686219},"labels":[],"label_agreement":null},{"id":"W7055298201","doi":"","title":"CBC.ca - Broadcast Sovereignity in a Digital Environment","year":2006,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Thermal properties of materials","field":"Materials 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":"Order (exchange); The Internet; Broadcasting (networking); Radio broadcasting; Digital broadcasting; Digital radio; Public broadcasting; Corporation; Digital media; Space (punctuation)","score_opus":0.010490024725749609,"score_gpt":0.16533979304637683,"score_spread":0.15484976832062722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055298201","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":[0.99044365,0.00010405377,0.0005666042,0.00079739525,0.0001490909,0.00039600066,0.00022579548,0.0006458742,0.0066715623],"genre_scores_gemma":[0.99710363,0.000024833751,0.0011222522,0.000091051006,0.00006727977,0.000004284265,0.000056748235,0.000025403533,0.0015045222],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9972468,0.0001338974,0.00047002154,0.0008572496,0.00048531455,0.0008067325],"domain_scores_gemma":[0.9987895,0.000116123185,0.00021530647,0.0006832436,0.000055040142,0.00014078466],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004417412,0.0003900031,0.0004995971,0.00028504725,0.00025624977,0.00029315805,0.001291541,0.0005340724,0.007332501],"category_scores_gemma":[0.00019239784,0.00035518908,0.00014593381,0.0003082478,0.00093750475,0.0013345353,0.0010590459,0.00040503757,0.0050767246],"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":[0.0008329278,0.0016266977,0.0031021135,0.000043765212,0.00001681659,0.0008671098,0.000058984133,0.0011569515,0.9453619,0.041632105,0.0018182392,0.0034823876],"study_design_scores_gemma":[0.011245004,0.001345042,0.014417839,0.00022482105,0.00010951852,0.00019760538,0.0043817167,0.0011083547,0.73484874,0.025334626,0.20289998,0.0038867542],"about_ca_topic_score_codex":0.00037973456,"about_ca_topic_score_gemma":0.00002440295,"teacher_disagreement_score":0.21051316,"about_ca_system_score_codex":0.00040082983,"about_ca_system_score_gemma":0.000054733107,"threshold_uncertainty_score":0.99989},"labels":[],"label_agreement":null},{"id":"W7056904558","doi":"","title":"Grangegorman Sustainability Strategy","year":2014,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Urban sustainability; Sustainable development; Quarter (Canadian coin); Design strategy; Best practice; Sustainability organizations; Social sustainability","score_opus":0.009623209876386119,"score_gpt":0.18472883996186226,"score_spread":0.17510563008547614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056904558","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":[0.8072254,0.000070100206,0.142246,0.0035762403,0.00012191558,0.0006472229,0.000045188484,0.005588015,0.040479925],"genre_scores_gemma":[0.99753666,0.000038102993,0.00088958803,0.00006286636,0.0000400577,0.000005571045,0.000041734635,0.000019200292,0.0013662431],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986755,0.00006795435,0.00020038724,0.00039523488,0.00018397365,0.0004769294],"domain_scores_gemma":[0.9988911,0.00011868791,0.000041200554,0.00062206225,0.00014672946,0.00018019184],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028922764,0.00023960312,0.00025471256,0.00024053431,0.00024076765,0.00006627902,0.0007187597,0.0004050404,0.00023629208],"category_scores_gemma":[0.00012658237,0.00023377994,0.00012108256,0.0009475769,0.0003531236,0.00035182186,0.00013625741,0.00050636,0.00021021308],"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":[0.000040750674,0.0002955544,0.000607587,0.000098797624,0.00006202644,0.000055245622,0.00006963004,0.0045040473,0.0026820845,0.9250718,0.01327014,0.05324236],"study_design_scores_gemma":[0.0026767838,0.00036739014,0.0062391916,0.000024964138,0.00010353334,0.000029411804,0.002186453,0.15003587,0.007262823,0.09129841,0.73831046,0.0014647186],"about_ca_topic_score_codex":0.000032066728,"about_ca_topic_score_gemma":0.000027430993,"teacher_disagreement_score":0.8337734,"about_ca_system_score_codex":0.00021810399,"about_ca_system_score_gemma":0.000035383073,"threshold_uncertainty_score":0.9533269},"labels":[],"label_agreement":null},{"id":"W7057080796","doi":"","title":"The Identification of Assessment Criteria for a Safety Reporting Self-Assessment Tool","year":2015,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","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":"Trinity College","funders":"","keywords":"Identification (biology); Risk assessment; Interface (matter); Systematic review","score_opus":0.035546646241958024,"score_gpt":0.32400095795991574,"score_spread":0.2884543117179577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7057080796","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":[0.79217225,0.00002117889,0.15701835,0.014256804,0.00028902912,0.002172703,0.00011367535,0.00033608577,0.033619914],"genre_scores_gemma":[0.98602086,0.000010034412,0.011073298,0.000015020965,0.00004796792,0.000027357562,0.00007562938,0.000008896886,0.0027209434],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99746305,0.00016601915,0.0010088824,0.00044453717,0.0005210754,0.00039641667],"domain_scores_gemma":[0.9970234,0.00037470463,0.0010907776,0.0006642807,0.0007307183,0.00011608629],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0034047798,0.00017905448,0.00029857957,0.00017025917,0.00046976723,0.0001393234,0.00075923343,0.00012789606,0.002157761],"category_scores_gemma":[0.00035491443,0.0001419906,0.00017940013,0.0005850425,0.00022426446,0.00011016213,0.00050084485,0.00033059932,0.000009476802],"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":[0.00021659811,0.00095111266,0.012022176,0.000045931785,0.00018996712,0.000015273037,0.0001222413,0.000033906297,0.0156561,0.7904004,0.009394588,0.17095171],"study_design_scores_gemma":[0.007950903,0.0011894092,0.0417695,0.00006930779,0.00026173572,0.0000060031803,0.025075803,0.13675617,0.010134121,0.021402992,0.7543805,0.0010035454],"about_ca_topic_score_codex":0.00011361096,"about_ca_topic_score_gemma":0.000014051824,"teacher_disagreement_score":0.7689974,"about_ca_system_score_codex":0.00011753122,"about_ca_system_score_gemma":0.0004662164,"threshold_uncertainty_score":0.9987544},"labels":[],"label_agreement":null},{"id":"W7057727328","doi":"","title":"Launch of \"The Food Issue\" a Special Edition of the Canadian Journal of Irish Studies","year":2018,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Electrostatic Discharge in Electronics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Irish; Government (linguistics); Food studies; George (robot)","score_opus":0.015546625824600093,"score_gpt":0.20448237975411715,"score_spread":0.18893575392951706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7057727328","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":[0.99231493,0.00037480457,0.0004293502,0.0026889765,0.0010289354,0.00022611601,0.00006340664,0.00006393113,0.0028095152],"genre_scores_gemma":[0.99893,0.00006844659,0.00036813965,0.000039420633,0.00032978022,4.1712283e-7,0.000001634428,0.000012321475,0.00024985702],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986685,0.00007866939,0.00035109796,0.00014862644,0.00036013243,0.0003929561],"domain_scores_gemma":[0.99855226,0.00010377941,0.0002610575,0.00038660737,0.00061677874,0.000079490106],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037503056,0.00016505856,0.00033247052,0.0002709619,0.00026266027,0.000019032117,0.0011111257,0.00028295946,0.00020189183],"category_scores_gemma":[0.00070490915,0.000115196824,0.00018513596,0.0012585882,0.0013426454,0.00020630192,0.00013155055,0.00064084254,0.0000075759917],"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":[0.00029461278,0.000720817,0.011526453,0.0005013787,0.0026749084,0.00008769979,0.008508361,0.0028747607,0.030387217,0.44490027,0.4852145,0.012308995],"study_design_scores_gemma":[0.0048510674,0.0039824033,0.01169886,0.00067597773,0.0006492314,0.00018052367,0.010862718,0.0036523717,0.40293846,0.061115995,0.4981872,0.00120518],"about_ca_topic_score_codex":0.00019006031,"about_ca_topic_score_gemma":0.01713012,"teacher_disagreement_score":0.3837843,"about_ca_system_score_codex":0.00037151473,"about_ca_system_score_gemma":0.00037742185,"threshold_uncertainty_score":0.95590097},"labels":[],"label_agreement":null},{"id":"W7059211229","doi":"","title":"Renting in Ireland","year":2014,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","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":"Renting; Accommodation; Irish; Quarter (Canadian coin); Preference; Politics; Space (punctuation); Public housing","score_opus":0.009703247621078446,"score_gpt":0.20656202514445343,"score_spread":0.196858777523375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7059211229","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":[0.7961091,0.000010047846,0.004415479,0.006074251,0.00005703948,0.0002706748,0.0000083814,0.00019028154,0.19286476],"genre_scores_gemma":[0.990271,0.0000056354543,0.00092373294,0.000045658126,0.00004849901,0.00000278174,0.000028001743,0.000007681479,0.00866704],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99837375,0.00013481971,0.00023057326,0.00047205968,0.00029020198,0.00049858703],"domain_scores_gemma":[0.99907196,0.00021172914,0.000092348644,0.00041726223,0.00008306963,0.0001236477],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005326473,0.00018091591,0.00025125532,0.0004426628,0.00018516358,0.000067740206,0.0006750502,0.00016974987,0.03902113],"category_scores_gemma":[0.00013182504,0.0001738492,0.000102037324,0.0009614744,0.00023886748,0.000081278005,0.0005305765,0.0005908876,0.00023281238],"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":[0.00007471049,0.00051969383,0.06675217,0.000016974034,0.000029705814,0.000048375234,0.00006406349,0.000025156867,0.0023603393,0.5568484,0.004539312,0.36872107],"study_design_scores_gemma":[0.0065198573,0.00040516784,0.034297038,0.000097845645,0.00003877814,0.0000031306458,0.0042098486,0.035795916,0.002342875,0.014510725,0.90080523,0.0009736021],"about_ca_topic_score_codex":0.0004837806,"about_ca_topic_score_gemma":0.00011442427,"teacher_disagreement_score":0.8962659,"about_ca_system_score_codex":0.000023089933,"about_ca_system_score_gemma":0.000042566106,"threshold_uncertainty_score":0.9618573},"labels":[],"label_agreement":null},{"id":"W7065834128","doi":"","title":"The Edition, 7th of December, 2012, Vol. 2, No. 6, 2012","year":2012,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Particle Detector Development and Performance","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":"Irish; Duty; Club; State (computer science); Public sector; Vocational education","score_opus":0.012335914095079004,"score_gpt":0.2051993884208835,"score_spread":0.1928634743258045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065834128","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":[0.97803,0.0002665151,0.0052584084,0.00055334176,0.0010339449,0.0002509819,0.000051756382,0.00020800611,0.01434701],"genre_scores_gemma":[0.9938958,0.0000512231,0.0006029071,0.000029940164,0.00040211063,0.00000393812,0.000038373284,0.000010592108,0.004965106],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998523,0.00006940502,0.00026443345,0.00024148654,0.0002700763,0.000631583],"domain_scores_gemma":[0.9986336,0.000191477,0.00019841862,0.00040905783,0.0003971719,0.00017025463],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00045659952,0.00021180755,0.00023616909,0.00012909771,0.00049257197,0.000037139816,0.00064362236,0.00017901717,0.0019458609],"category_scores_gemma":[0.00009510039,0.00016047343,0.00014121876,0.0006453585,0.00047403408,0.0011482155,0.0002647081,0.00039566655,0.0007914106],"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":[0.0005398868,0.0017074116,0.24392574,0.000040959618,0.00048385345,0.000008710882,0.00037802226,0.00005740413,0.0064591723,0.4049428,0.28598228,0.05547374],"study_design_scores_gemma":[0.0017178988,0.00013750857,0.03098774,0.000029035253,0.00006923126,0.0000021273024,0.0009978717,0.001042855,0.024345417,0.003603355,0.9364762,0.00059076457],"about_ca_topic_score_codex":0.000027764754,"about_ca_topic_score_gemma":0.00000972443,"teacher_disagreement_score":0.6504939,"about_ca_system_score_codex":0.000045193305,"about_ca_system_score_gemma":0.00005660947,"threshold_uncertainty_score":0.9999866},"labels":[],"label_agreement":null},{"id":"W7066244783","doi":"","title":"Foods, Foodways and &lt;i&gt;Francisation&lt;/i&gt; in Seventeenth-Century Québec","year":2018,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Liquation; Diafiltration; Dysgeusia; Emperipolesis; Triacetin; Durvalumab","score_opus":0.011599553321450901,"score_gpt":0.2116595568202514,"score_spread":0.2000600034988005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066244783","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":[0.9258736,0.0002170079,0.002906303,0.0076032965,0.00012270754,0.000707878,0.000054937696,0.0002581759,0.06225614],"genre_scores_gemma":[0.9944735,0.00008334512,0.0009421519,0.00008966093,0.00010547805,0.0000088907655,0.00004743962,0.000015264639,0.0042342427],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99761826,0.0001440509,0.00035783582,0.00074712053,0.00046228708,0.0006704635],"domain_scores_gemma":[0.998611,0.000207766,0.00014795101,0.0005668828,0.00023431616,0.00023210899],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004524829,0.0003140856,0.000369022,0.0006058095,0.0003867704,0.0000961774,0.0007871414,0.00027324152,0.034767006],"category_scores_gemma":[0.00012246845,0.00030979433,0.0001321203,0.0011777731,0.000884024,0.00016648014,0.00082681136,0.0005118718,0.00023158413],"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":[0.00039732727,0.0015940844,0.028681118,0.00004725894,0.00014991977,0.000099981706,0.00052850763,0.000006731409,0.024424864,0.5558786,0.018220093,0.3699715],"study_design_scores_gemma":[0.0038881847,0.0006430568,0.01671472,0.000051035626,0.000039102797,0.000003874328,0.0016929982,0.0032026214,0.0015367366,0.0020084323,0.9696235,0.0005957562],"about_ca_topic_score_codex":0.0012257327,"about_ca_topic_score_gemma":0.0044093947,"teacher_disagreement_score":0.9514034,"about_ca_system_score_codex":0.00008050989,"about_ca_system_score_gemma":0.0002260347,"threshold_uncertainty_score":0.9999354},"labels":[],"label_agreement":null},{"id":"W7072089724","doi":"","title":"Who Smokes in Europe? Data From Twelve European Countries in the TackSHS Survey (2017-2018)","year":2020,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Smoking Behavior and Cessation","field":"Medicine","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":"European Regional Development Fund; Instituto de Salud Carlos III; Associazione Italiana per la Ricerca sul Cancro; Terry Fox Research Institute; Generalitat de Catalunya; European Commission; University of Stirling; Universidad Politécnica de Cartagena; Centres de Recerca de Catalunya","keywords":"European union; Smoking prevalence; Current Population Survey; European region; European population; Population; Sample (material); Habit","score_opus":0.15177860141489272,"score_gpt":0.2867175197967136,"score_spread":0.1349389183818209,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7072089724","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":[0.9799107,0.00009201625,0.00038403386,0.0149447145,0.00009468891,0.0004061956,0.0004937859,0.0003224963,0.003351426],"genre_scores_gemma":[0.9962258,0.00027641855,0.00011795612,0.001671897,0.00007523861,8.7377333e-7,0.0014285634,0.000022220753,0.00018106023],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997055,0.00077939156,0.00036544565,0.0008509155,0.00053797365,0.00041126457],"domain_scores_gemma":[0.99791527,0.00044741484,0.00015632484,0.001171259,0.00017575486,0.00013395768],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015804933,0.00027424024,0.00045097698,0.00029924035,0.00015919367,0.0001125208,0.0019005582,0.00032182224,0.00033846445],"category_scores_gemma":[0.0020711944,0.00021324967,0.000058483143,0.0022444918,0.0004987828,0.00053487427,0.00077768666,0.0011503093,0.00015152029],"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":[0.000792308,0.0005080438,0.9688483,0.00002554912,0.000044973152,0.003107024,0.0010307716,0.000013496061,0.000292358,0.0035972896,0.019521108,0.0022188178],"study_design_scores_gemma":[0.0025591985,0.00021674417,0.9225256,0.0000718229,0.000078500234,0.000014506422,0.002433408,0.00062177825,0.00013194219,0.000066912115,0.07100068,0.00027893521],"about_ca_topic_score_codex":0.00078323914,"about_ca_topic_score_gemma":0.00081224804,"teacher_disagreement_score":0.05147957,"about_ca_system_score_codex":0.00010672385,"about_ca_system_score_gemma":0.00011855362,"threshold_uncertainty_score":0.869607},"labels":[],"label_agreement":null},{"id":"W7073619118","doi":"","title":"Digital Radio Policy in Canada: Fragmentation or Evolution of the Medium","year":2007,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Digital radio; Fragmentation (computing); Legislature; Commission; Digital broadcasting; Radio broadcasting; Digital audio broadcasting; Broadcasting (networking)","score_opus":0.020671985446427794,"score_gpt":0.17814002932664288,"score_spread":0.1574680438802151,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073619118","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":[0.9369824,0.00013879997,0.0015456317,0.00235419,0.00071687077,0.00024251197,0.00035462747,0.0000524363,0.057612546],"genre_scores_gemma":[0.9853475,0.000045001692,0.000112578884,0.00006536087,0.000026530935,5.588329e-7,0.000007057608,0.000004999335,0.014390378],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9987636,0.000010524317,0.0004236041,0.00037346577,0.00007672516,0.00035204436],"domain_scores_gemma":[0.9992017,0.00009806789,0.00030709596,0.00029246183,0.000036943788,0.00006368872],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048278688,0.00012769921,0.00030060599,0.00051577523,0.0001460626,0.000028635246,0.00059334055,0.00014655931,0.0006460249],"category_scores_gemma":[0.0004617102,0.00011048489,0.00009033439,0.0013466268,0.00035494464,0.0004138891,0.0002818909,0.00020322036,0.00017408335],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018054541,0.00020345816,0.20172152,0.000020849073,0.00007725532,0.0000469142,0.00028361808,0.00032474718,0.000037658327,0.7841777,0.0101049645,0.0028207721],"study_design_scores_gemma":[0.0047218823,0.00016052378,0.6160264,0.00005810809,0.00002302479,0.000017287317,0.033257622,0.0030732132,0.0006816436,0.017599113,0.3234832,0.0008979748],"about_ca_topic_score_codex":0.13325651,"about_ca_topic_score_gemma":0.19374485,"teacher_disagreement_score":0.76657856,"about_ca_system_score_codex":0.0020298867,"about_ca_system_score_gemma":0.0003310497,"threshold_uncertainty_score":0.8725152},"labels":[],"label_agreement":null},{"id":"W7073752988","doi":"","title":"Acting Different – Using Drama Workshops and Seminars to promote reconciliation, anti racism and anti-sectarianism","year":2011,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Muon and positron interactions and applications","field":"Engineering","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":"Trinity College","funders":"European Regional Development Fund; European Commission","keywords":"Drama; Documentation; Racism; Quality (philosophy)","score_opus":0.028642031589456912,"score_gpt":0.21710741142749157,"score_spread":0.18846537983803466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073752988","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":[0.9671942,0.000060657374,0.03015247,0.00042384455,0.00011452997,0.00027478125,0.000018072193,0.0004929392,0.0012685269],"genre_scores_gemma":[0.9909001,0.00015646327,0.008631003,0.000048728638,0.000025131396,0.0000030049184,0.000009635785,0.00001584475,0.00021006195],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99902046,0.00002531918,0.00019803266,0.00036515258,0.00009656347,0.00029445838],"domain_scores_gemma":[0.99938947,0.00005832392,0.00005874274,0.00025314878,0.00006704074,0.00017330234],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011686458,0.00021209598,0.00024636314,0.00028564647,0.00035402307,0.000088129025,0.00021199902,0.00028704634,0.00018274337],"category_scores_gemma":[0.000052657524,0.0002066726,0.00005204039,0.00044838103,0.00010977312,0.00032157105,0.0001563301,0.00039928273,0.000016148026],"study_design_candidate":"bench_or_experimental","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":[0.00028321747,0.0012306309,0.029016757,0.00033396867,0.00070423866,0.0003290508,0.009147229,0.002018617,0.30615187,0.2079295,0.0025434648,0.44031146],"study_design_scores_gemma":[0.006883549,0.00092909014,0.14436775,0.0012242433,0.00074911973,0.00075701973,0.023931187,0.4042779,0.15376832,0.0085199885,0.24881057,0.0057812766],"about_ca_topic_score_codex":0.000041264964,"about_ca_topic_score_gemma":0.000024942585,"teacher_disagreement_score":0.43453017,"about_ca_system_score_codex":0.00008206765,"about_ca_system_score_gemma":0.000010500183,"threshold_uncertainty_score":0.84278643},"labels":[],"label_agreement":null},{"id":"W7073990400","doi":"","title":"Peregrinatio: aNever-Ending Pilgrimage to an Unspecified End","year":2020,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","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":"Concordia University","funders":"","keywords":"Pilgrimage; Homeland; Meaning (existential); Locale (computer software); Irish; Event (particle physics); Sign (mathematics); Duration (music)","score_opus":0.08913905844144736,"score_gpt":0.20301869415169385,"score_spread":0.1138796357102465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073990400","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":[0.5882574,0.00017975454,0.010101752,0.019800711,0.0010551573,0.00062973425,0.0010121856,0.0012149588,0.37774837],"genre_scores_gemma":[0.96981496,0.0000735993,0.0028242087,0.0011649565,0.00009698172,0.0000024915742,0.000038378115,0.000019076146,0.02596535],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976233,0.000029607934,0.00043869414,0.0012240055,0.00009029859,0.0005940776],"domain_scores_gemma":[0.99871707,0.000060938695,0.00023213965,0.00050284504,0.00007512992,0.00041188876],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005026167,0.0002916183,0.0005808778,0.00054391054,0.0004588805,0.00020815541,0.001196959,0.00028536652,0.010671468],"category_scores_gemma":[0.00042951867,0.00033814562,0.00018699795,0.0012006082,0.00039419357,0.00094154326,0.0006720059,0.00040463198,0.011743842],"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":[0.000086266075,0.00017001516,0.0019998394,0.000013212544,0.00006700726,0.00010057177,0.0007341174,0.00012297963,0.00019610219,0.9586971,0.0362952,0.0015176081],"study_design_scores_gemma":[0.0013674735,0.00033170154,0.0036819342,0.000009522978,0.00001693135,0.000005210153,0.0061349496,0.0034352134,0.00033172237,0.0047230767,0.97921187,0.0007503971],"about_ca_topic_score_codex":0.00007919879,"about_ca_topic_score_gemma":0.000019129062,"teacher_disagreement_score":0.953974,"about_ca_system_score_codex":0.00024510812,"about_ca_system_score_gemma":0.000024714136,"threshold_uncertainty_score":0.9999071},"labels":[],"label_agreement":null},{"id":"W7074184674","doi":"","title":"Boards of Canada: Time Is On Their Side","year":2019,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Gestational Trophoblastic Disease Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Measure (data warehouse); Focus (optics); Order (exchange); Identification (biology); Set (abstract data type)","score_opus":0.007930846633322646,"score_gpt":0.18211266259920997,"score_spread":0.17418181596588733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074184674","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":[0.9604316,0.00007241417,0.000051844203,0.01076812,0.00009151641,0.00038570588,0.00019935361,0.00019807158,0.027801415],"genre_scores_gemma":[0.9895356,0.000038509486,0.000509216,0.0008005931,0.000020734069,0.0000010781836,0.00003617798,0.000014245981,0.009043824],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983082,0.000043565695,0.00023384957,0.00046384547,0.0005716039,0.0003789296],"domain_scores_gemma":[0.9985043,0.00033672169,0.00014102735,0.0004896336,0.00034261396,0.00018572512],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013336987,0.00024370824,0.0005077985,0.00023214259,0.00011078803,0.000008338821,0.00034387456,0.00021568533,0.0015509533],"category_scores_gemma":[0.00049608987,0.00019816321,0.0001599898,0.00065748213,0.00034670508,0.000092924725,0.00021728764,0.00036544818,0.00030737868],"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":[0.010819915,0.0062137255,0.0457556,0.0010321976,0.0035667138,0.0039007121,0.0008710885,0.0010888441,0.064121,0.4768688,0.3718471,0.013914305],"study_design_scores_gemma":[0.024318049,0.007483398,0.4275578,0.0011868214,0.000962316,0.00014809117,0.016271127,0.012888514,0.04514205,0.010519503,0.45079213,0.0027301738],"about_ca_topic_score_codex":0.00249122,"about_ca_topic_score_gemma":0.00088908256,"teacher_disagreement_score":0.4663493,"about_ca_system_score_codex":0.0003061925,"about_ca_system_score_gemma":0.00063444854,"threshold_uncertainty_score":0.99936175},"labels":[],"label_agreement":null},{"id":"W7074246905","doi":"","title":"Patricide or Mourning the Nation-State in Francis Leclerc’s &lt;i&gt;Looking for Alexander&lt;/i&gt;","year":2017,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Taboo; Totem; Politics; Interpretation (philosophy); Dream; Independence (probability theory); Autonomy; Punishment (psychology)","score_opus":0.05728989185834,"score_gpt":0.21626599704706326,"score_spread":0.15897610518872327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074246905","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":[0.83508354,0.0012199607,0.02775408,0.00994254,0.0025101511,0.0014895239,0.0008348741,0.00047557207,0.120689765],"genre_scores_gemma":[0.9493944,0.00046580663,0.00094937714,0.0001806185,0.00006361418,0.000012256579,0.000015240148,0.000019007755,0.04889967],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977327,0.000028790582,0.00057647616,0.00088577875,0.00009319399,0.0006830728],"domain_scores_gemma":[0.9978734,0.0003564466,0.00072432397,0.00083370047,0.00011263327,0.000099492914],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0016039426,0.0002847742,0.0005995699,0.0006723619,0.0017350045,0.0004111048,0.0017144755,0.0003204743,0.001530677],"category_scores_gemma":[0.00158654,0.00025071885,0.0002579903,0.00051800336,0.00071607076,0.0009463131,0.0006777302,0.0003790879,0.0008944081],"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":[0.00043429874,0.00038522008,0.02181364,0.000054859007,0.0003027598,0.00014185689,0.0014800277,0.00136026,0.00020231122,0.9124319,0.04455265,0.01684025],"study_design_scores_gemma":[0.0047964235,0.00017055807,0.018894436,0.000050205963,0.000037301932,0.000008788469,0.0018380552,0.02873428,0.00015365415,0.03210691,0.9122925,0.00091688166],"about_ca_topic_score_codex":0.00013586048,"about_ca_topic_score_gemma":0.0005928924,"teacher_disagreement_score":0.88032496,"about_ca_system_score_codex":0.00030484473,"about_ca_system_score_gemma":0.00004457531,"threshold_uncertainty_score":0.9999945},"labels":[],"label_agreement":null},{"id":"W7074603622","doi":"","title":"‘at the altar of memory’: Great Irish Famine Memorials in Words and Images","year":2018,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Theoretical and Computational Physics","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":"Irish; Famine; Altar; Sculpture; Lament","score_opus":0.008276962732163998,"score_gpt":0.20913869955812073,"score_spread":0.20086173682595673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074603622","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":[0.9828343,0.00003725992,0.0035389606,0.0023696818,0.00008660309,0.0002023799,0.000074738586,0.00007079158,0.010785333],"genre_scores_gemma":[0.9981811,0.000007470093,0.00052172504,0.00006676654,0.00015500862,0.0000015875083,0.000026585529,0.000008139059,0.0010316331],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9988272,0.0001057668,0.00022429199,0.00036018537,0.0002046999,0.00027786233],"domain_scores_gemma":[0.99904025,0.00033141984,0.000128324,0.00029442462,0.00013154742,0.000074027],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002672328,0.00018493517,0.00030447938,0.00012334842,0.00020764304,0.000030877043,0.00046350746,0.00012131678,0.000789526],"category_scores_gemma":[0.00005455509,0.00013463767,0.0000982125,0.00064165646,0.0017296902,0.00018855424,0.00052769855,0.00026285238,0.000051190564],"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":[0.00032836918,0.00039437902,0.006211476,0.00001489214,0.00009609554,0.000020331612,0.00026217708,0.000082480416,0.0045398893,0.95552266,0.0027111254,0.029816125],"study_design_scores_gemma":[0.007218355,0.0010341783,0.01908294,0.00012603847,0.00021085223,0.000011474819,0.007984215,0.0040612887,0.097235955,0.84022677,0.021562146,0.0012458093],"about_ca_topic_score_codex":0.00010869926,"about_ca_topic_score_gemma":0.00001248379,"teacher_disagreement_score":0.11529591,"about_ca_system_score_codex":0.00003568907,"about_ca_system_score_gemma":0.000032569664,"threshold_uncertainty_score":0.8644756},"labels":[],"label_agreement":null},{"id":"W7075368048","doi":"","title":"Homeless Outreach Projects for Single Parent Families: What Happens to the Children?","year":2005,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","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":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Mental health; Outreach; Face (sociological concept); Family studies; Mental illness; Family preservation; Single-Parent Family; Substance abuse","score_opus":0.05961697233584683,"score_gpt":0.20235427768717446,"score_spread":0.14273730535132761,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7075368048","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":[0.925117,0.0015898487,0.0061840722,0.022374507,0.0016208699,0.0021300863,0.0012129106,0.0006215662,0.03914913],"genre_scores_gemma":[0.98159575,0.00044418644,0.001367039,0.0006470293,0.0001259515,0.000026771017,0.000049702125,0.000018447545,0.01572514],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977922,0.000020093117,0.0004384144,0.0009919702,0.0000752635,0.00068205886],"domain_scores_gemma":[0.99870723,0.00012576435,0.000260888,0.0006750806,0.00008672574,0.00014428205],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00068318914,0.0002911096,0.0005699596,0.0005326782,0.00063415617,0.00037556962,0.0012088531,0.0002629177,0.00079775264],"category_scores_gemma":[0.00027771422,0.00025897953,0.00026981757,0.00079059467,0.00040005828,0.0008913626,0.0005833196,0.00025822298,0.0044046706],"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":[0.0002476004,0.0014663102,0.010134518,0.00003421451,0.00046420246,0.000015966622,0.003502883,0.0011643,0.00005091134,0.75526965,0.17380172,0.053847745],"study_design_scores_gemma":[0.0015120957,0.00022818822,0.0017231787,0.000025974668,0.000028090724,0.000006158609,0.021076398,0.0015698076,0.00020548288,0.0013939929,0.9716634,0.0005672042],"about_ca_topic_score_codex":0.000107751905,"about_ca_topic_score_gemma":0.00022724977,"teacher_disagreement_score":0.7978617,"about_ca_system_score_codex":0.00033341927,"about_ca_system_score_gemma":0.00002533127,"threshold_uncertainty_score":0.99998623},"labels":[],"label_agreement":null},{"id":"W7127231804","doi":"","title":"Food Traditions in the Folklore of Oíche Shamhna (Halloween): An Exploratory Study of Food in the Schools’ Collection 1937–39","year":2025,"lang":"","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Folklore, Mythology, and Literature 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":"Foodways; Folklore; Irish; Exploratory research; Food studies; Quarter (Canadian coin); Data collection; Field research","score_opus":0.04494826218198987,"score_gpt":0.23547276964664743,"score_spread":0.19052450746465754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7127231804","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":[0.97932243,0.0017783251,0.000052099003,0.006513045,0.00044756912,0.0021431982,0.0003083817,0.00013782516,0.0092971325],"genre_scores_gemma":[0.99855584,0.0005002973,0.000051847142,0.0003710561,0.00010247821,0.000056154262,0.0000545862,0.000018373012,0.00028935904],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99460196,0.0019539464,0.0010994729,0.0010182777,0.000627334,0.0006990139],"domain_scores_gemma":[0.99682844,0.0008477657,0.00049458037,0.0012826779,0.00047850402,0.00006805743],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0021203957,0.0006157232,0.001076534,0.0021142482,0.0014857572,0.00025103887,0.002574832,0.00076694845,0.00015510748],"category_scores_gemma":[0.00041415406,0.0004334802,0.00038302632,0.0036855584,0.002440366,0.0010051864,0.00030637,0.0024227765,0.000005517305],"study_design_candidate":"qualitative","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":[0.0008677797,0.009846967,0.0038857406,0.00014193662,0.00048271677,0.00012615016,0.19042368,0.000038015754,0.00005552744,0.7911954,0.0024869174,0.00044918837],"study_design_scores_gemma":[0.0053687887,0.012298274,0.017694473,0.00025088523,0.0004216421,0.000008929787,0.91875017,0.00014210778,0.00007116421,0.020195967,0.02428184,0.0005157806],"about_ca_topic_score_codex":0.00017669327,"about_ca_topic_score_gemma":0.022116428,"teacher_disagreement_score":0.77099943,"about_ca_system_score_codex":0.00019524632,"about_ca_system_score_gemma":0.00021198168,"threshold_uncertainty_score":0.99987864},"labels":[],"label_agreement":null},{"id":"W770003321","doi":"","title":"Brokers of transformation: prioritizing community interests in community-university sustainability research","year":2015,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Transformative learning; Engaged scholarship; Sociology; Public relations; Community organization; Community engagement; Scholarship; Community building; General partnership; Political science; Pedagogy","score_opus":0.18973838434704982,"score_gpt":0.3774882653112747,"score_spread":0.1877498809642249,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W770003321","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":[0.94661266,0.00003370696,0.0006262099,0.007639803,0.00006905345,0.000549711,0.000011998984,0.00040637678,0.044050474],"genre_scores_gemma":[0.9986069,0.00008360676,0.00060790114,0.000051597734,0.000013185321,0.0000010444763,0.000027839626,0.000009375389,0.0005985025],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.98158467,0.016300892,0.00034380666,0.00024419237,0.0008070413,0.000719393],"domain_scores_gemma":[0.9949336,0.0021680447,0.0001604214,0.0010290364,0.0014062438,0.00030267096],"candidate_categories":["sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.017637875,0.00020180414,0.00041010036,0.0010894226,0.003289905,0.00008633719,0.0030404222,0.00058237975,0.00007032931],"category_scores_gemma":[0.0035233619,0.00023780775,0.00013868946,0.0037577644,0.0027516147,0.0009981785,0.0012762705,0.0056472803,0.000023431658],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010287083,0.0033118196,0.021605289,0.00028488756,0.00008254581,0.00014681308,0.24221876,0.00032466147,0.00011111015,0.7093675,0.00074360735,0.02077429],"study_design_scores_gemma":[0.0017293906,0.00042103225,0.0054632467,0.00009967897,0.000016429602,0.000001947926,0.902002,0.00023228307,0.00008367004,0.011336353,0.078358546,0.00025546542],"about_ca_topic_score_codex":0.0601495,"about_ca_topic_score_gemma":0.042306248,"teacher_disagreement_score":0.6980311,"about_ca_system_score_codex":0.0020485895,"about_ca_system_score_gemma":0.00070695346,"threshold_uncertainty_score":0.99996233},"labels":[],"label_agreement":null},{"id":"W809618049","doi":"","title":"Moving Towards an Outcomes-Based Curriculum Model in Design Education: an Action Research Study at OCAD University","year":2015,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Design Education and Practice","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Context (archaeology); Action research; Curriculum; Engineering ethics; Sociology; Action (physics); Pedagogy; Higher education; Research design; Engineering; Political science; Social science","score_opus":0.22904915665449063,"score_gpt":0.368788601295616,"score_spread":0.1397394446411254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W809618049","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":[0.9559257,0.000025449823,0.035724852,0.0013813239,0.00030041428,0.0007625077,0.000008457214,0.0010804604,0.0047908286],"genre_scores_gemma":[0.9903926,0.000020860854,0.007913296,0.000066862674,0.000032022243,0.000004593665,0.000042054944,0.000026177377,0.0015014822],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99695003,0.0010179165,0.00024108069,0.00064343953,0.00060561846,0.0005419225],"domain_scores_gemma":[0.9979845,0.00020846524,0.00008194304,0.000767452,0.00050205423,0.00045555798],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0023648476,0.0002832668,0.00031257165,0.0012889885,0.0003842858,0.00011147321,0.0010041159,0.00046603684,0.000075265234],"category_scores_gemma":[0.00057479023,0.00030821867,0.000068387366,0.0023616424,0.00020182219,0.002093924,0.00017877246,0.0010984746,0.00011283549],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018652313,0.023503361,0.07642126,0.00011553266,0.00021582075,0.0006598459,0.0066506085,0.69895685,0.0021340018,0.11866967,0.011726178,0.059081655],"study_design_scores_gemma":[0.003250065,0.00093426823,0.010810279,0.000026369027,0.00006639973,0.000014649684,0.06987971,0.8954625,0.00048670615,0.0011338864,0.017100269,0.00083485595],"about_ca_topic_score_codex":0.0005327922,"about_ca_topic_score_gemma":0.00057333376,"teacher_disagreement_score":0.1965057,"about_ca_system_score_codex":0.0019546126,"about_ca_system_score_gemma":0.00081433216,"threshold_uncertainty_score":0.999937},"labels":[],"label_agreement":null},{"id":"W854350260","doi":"10.21427/fgmn-dg65","title":"Reflection on Integrative Project-Based Learning in Business and Information Technology Programs","year":2022,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Problem and Project Based Learning","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Computer science; Project-based learning; Knowledge management; Project management 2.0; Soft skills; Curriculum; Project management; Engineering management; Project charter; Project management triangle; Engineering; Systems engineering; Mathematics education","score_opus":0.026150579421663985,"score_gpt":0.26961143443075475,"score_spread":0.24346085500909076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W854350260","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":[0.9384051,0.00006607441,0.004665734,0.028359588,0.0001907818,0.001653723,0.000010917176,0.0024922325,0.024155831],"genre_scores_gemma":[0.99744827,0.00007047926,0.0016316385,0.0001920656,0.00001442211,0.00003765992,0.00006216927,0.000007892518,0.00053541636],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99786854,0.0006160053,0.00022975879,0.00039791543,0.00041532848,0.00047244245],"domain_scores_gemma":[0.99917847,0.00016571606,0.0002249561,0.00016773221,0.00020640627,0.00005670439],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0013660714,0.00019093776,0.00024234455,0.0020981077,0.0017336706,0.00011400568,0.0004920074,0.0004018327,0.00009488915],"category_scores_gemma":[0.001211132,0.00018968445,0.00005056283,0.0068365266,0.0006615242,0.0010423099,0.00027793215,0.0015830912,0.000015958198],"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":[0.0008511909,0.00057337014,0.019115958,0.000040648316,0.000026902544,0.00011010637,0.0058338954,0.0019473318,0.00025294666,0.68702865,0.0003587833,0.2838602],"study_design_scores_gemma":[0.0018953792,0.0012163519,0.0010385693,0.00007119905,0.000016383981,0.000007916661,0.069177344,0.0030243313,0.000165382,0.0024001899,0.9205346,0.00045235647],"about_ca_topic_score_codex":0.0012053328,"about_ca_topic_score_gemma":0.0006910304,"teacher_disagreement_score":0.9201758,"about_ca_system_score_codex":0.00063446397,"about_ca_system_score_gemma":0.0004590204,"threshold_uncertainty_score":0.99956596},"labels":[],"label_agreement":null}]}