{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":178,"total_is_capped":false,"direct_labels_cover":1,"predictions_cover":178,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"15d9a8ea4550","filters":{"venue":"Discovery Research Portal (University of Dundee)"}},"results":[{"id":"W1565394148","doi":"","title":"Solving POMDPs with continuous or large discrete observation spaces","year":2005,"lang":"en","type":"article","venue":"Discovery Research Portal (University of Dundee)","topic":"Reinforcement Learning in Robotics","field":"Computer Science","cited_by":98,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo; University of Toronto","funders":"","keywords":"Discretization; Markov decision process; Partially observable Markov decision process; Partition (number theory); Computer science; A priori and a posteriori; Observable; Task (project management); Domain (mathematical analysis); Mathematical optimization; Space (punctuation); Markov chain; Markov process; Theoretical computer science; Mathematics; Markov model; Machine learning","authors":[{"name":"Jesse Hoey","is_ca":true},{"name":"Pascal Poupart","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04698524795901635,"gpt":0.2927681737800475,"spread":0.2457829258210312,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001402122,0.001115411,0.001096453,0.0003365554,0.000683277,0.001197547,0.001435806,0.001392852,0.002788364],"category_scores_gemma":[0.004071516,0.0007353195,0.001148969,0.0005258725,0.001309687,0.001540577,0.001733082,0.002559511,0.0003233403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007405536,"about_ca_system_score_gemma":0.001544673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003506643,"about_ca_topic_score_gemma":0.004015807,"domain_scores_codex":[0.999104,0.0002963775,0.00006889561,0.0002149946,0.0002140267,0.0001017964],"domain_scores_gemma":[0.9976673,0.001796606,0.0001889162,0.0001821065,0.00009379404,0.00007127925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004284499,0.00005438978,0.0003391564,0.000169183,0.00004347706,0.00009119586,0.00007743819,0.9401262,0.001449681,0.02972532,0.0005001748,0.02738087],"study_design_scores_gemma":[0.00002283488,0.00002364715,0.00005424881,0.00001087339,0.000008636458,0.00002022393,0.00001395915,0.9738821,0.0008993567,0.02389197,0.001164885,0.00000718535],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.005089976,0.00008372937,0.9935992,0.00009713573,0.00001726445,0.00004536572,0.0000374978,0.0001974258,0.0008323282],"genre_scores_gemma":[0.2496398,0.0003214073,0.747938,0.00008365346,0.00004572331,0.0003099312,0.0001899369,0.00006881441,0.001402748],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003506643,"threshold_uncertainty_score":0.009328008,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2901817928","doi":"","title":"Are shared benefits of international waters an equitable apportionment","year":2007,"lang":"en","type":"article","venue":"Discovery Research Portal (University of Dundee)","topic":"International Maritime Law Issues","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Apportionment; Business; Environmental science; Political science; Law","authors":[{"name":"A. Dan Tarlock","is_ca":false},{"name":"Patricia Wouters","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05013571172610157,"gpt":0.3059138264130184,"spread":0.2557781146869168,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008091556,0.0004524513,0.0004749776,0.001259036,0.004123428,0.010639,0.00119967,0.006179244,0.01061416],"category_scores_gemma":[0.01587935,0.0004167769,0.0005796567,0.001452648,0.01984788,0.01678509,0.01255468,0.004496292,0.0009685207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004782688,"about_ca_system_score_gemma":0.006550585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004377267,"about_ca_topic_score_gemma":0.006028926,"domain_scores_codex":[0.9907615,0.00344827,0.0002847101,0.001026869,0.002610638,0.001867926],"domain_scores_gemma":[0.9946954,0.001635811,0.0006296657,0.001518335,0.0009256846,0.0005951897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007832889,0.00001023325,0.0003250247,0.0000136618,0.000008043755,0.00003822037,0.000575516,0.0003614057,0.00007541194,0.9890231,0.001931722,0.007629781],"study_design_scores_gemma":[0.00001827717,0.00003358434,0.0008294355,0.0001574405,0.00001964141,0.0001332669,0.001654717,0.000589931,0.000319335,0.861362,0.1348602,0.00002217546],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03328308,0.00143235,0.02757749,0.04733638,0.0004482573,0.00006751509,0.00005263418,0.00006013983,0.8897421],"genre_scores_gemma":[0.9440213,0.001060212,0.004745766,0.008481828,0.0004424738,0.0001688233,0.00004306401,0.00008352436,0.04095302],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.010639,"threshold_uncertainty_score":0.04279274,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1501464460","doi":"","title":"Listservs in the college science classroom: Evaluating participation and “richness” in computer-mediated discourse","year":2005,"lang":"en","type":"article","venue":"Discovery Research Portal (University of Dundee)","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer-mediated communication; Psychology; Class (philosophy); Mathematics education; Quality (philosophy); Focus group; Point (geometry); Higher education; Electronic mail; Pedagogy; Medical education; Sociology; The Internet; Computer science; World Wide Web; Medicine; Mathematics; Political science","authors":[{"name":"Samia Khan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0831030634208179,"gpt":0.4284597674621727,"spread":0.3453567040413548,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01195326,0.0003544147,0.0004267205,0.002061094,0.001147908,0.00249978,0.0007803541,0.0009536526,0.001960377],"category_scores_gemma":[0.03949619,0.0003502374,0.0004452626,0.0005913498,0.001605166,0.002534143,0.003280868,0.0008337235,0.0003262942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008483988,"about_ca_system_score_gemma":0.0008061939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000979375,"about_ca_topic_score_gemma":0.001982542,"domain_scores_codex":[0.9887708,0.006947499,0.0008203198,0.0009529854,0.001905735,0.0006027426],"domain_scores_gemma":[0.9230016,0.05928864,0.009186186,0.001872204,0.003207834,0.003443516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004866638,0.01048147,0.47473,0.001188441,0.0003612742,0.0003364554,0.2171734,0.0009122924,0.03611698,0.0008877009,0.0004130479,0.2525322],"study_design_scores_gemma":[0.0004036275,0.01495331,0.8488879,0.0002817071,0.0004080261,0.0003091563,0.1069933,0.00429182,0.01793771,0.001428823,0.003943268,0.0001612654],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985017,0.00003400565,0.0003943119,0.00003396252,0.000002651814,0.00005819627,0.000007510002,0.000009354409,0.0009583283],"genre_scores_gemma":[0.9976901,0.00006310295,0.001457802,0.00002618443,0.00001249794,0.0001227313,0.00002985472,0.000006319494,0.0005914604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01195326,"threshold_uncertainty_score":0.06321555,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W163832747","doi":"","title":"The use and effectiveness of migration controls as a counter-terrorism instrument in the European Union","year":2010,"lang":"en","type":"article","venue":"Discovery Research Portal (University of Dundee)","topic":"European Criminal Justice and Data Protection","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Foreign Affairs and International Trade Canada","keywords":"Terrorism; European union; Counter terrorism; Political science; Control (management); Externality; Political economy; Development economics; Economics; International trade; Law","authors":[{"name":"Sarah Léonard","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07127603988008242,"gpt":0.3286318075534151,"spread":0.2573557676733327,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02386446,0.0004103311,0.0004059651,0.003312753,0.001311255,0.007508715,0.001022569,0.001857359,0.001534722],"category_scores_gemma":[0.04529657,0.0001998392,0.0003968042,0.002760244,0.006241848,0.002890873,0.003235162,0.00166219,0.0001492008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004648546,"about_ca_system_score_gemma":0.002800087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008228113,"about_ca_topic_score_gemma":0.00695363,"domain_scores_codex":[0.9698381,0.01967957,0.001611992,0.001292314,0.005493366,0.00208458],"domain_scores_gemma":[0.9637408,0.017465,0.01113704,0.002441914,0.004226028,0.0009893185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001325017,0.0004831264,0.1397526,0.001917422,0.0008202659,0.0007064225,0.01096325,0.01148513,0.003810931,0.4001523,0.007051123,0.4215325],"study_design_scores_gemma":[0.0002753507,0.002427659,0.5643877,0.005629969,0.0007445126,0.0007990666,0.02914857,0.005870282,0.01452734,0.04535649,0.330553,0.0002799492],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7464898,0.02299559,0.004707113,0.01377703,0.0004684725,0.0001358451,0.0001629091,0.00006976713,0.2111935],"genre_scores_gemma":[0.9945738,0.002032242,0.0008701455,0.0007970194,0.00006502412,0.00001947852,0.00002942324,0.000009727279,0.001603338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02386446,"threshold_uncertainty_score":0.1262088,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2144390885","doi":"","title":"Genuine partnership and equitable research: Working \"with\" older people for the development of a smart activity monitoring system","year":2013,"lang":"en","type":"article","venue":"Discovery Research Portal (University of Dundee)","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"General partnership; Participatory action research; Participatory design; Reflexivity; Public relations; Sociology; Government (linguistics); Citizen journalism; Living lab; Independent living; Knowledge management; Business; Gerontology; Medicine; Engineering; Computer science; Political science; Operations management; Social science; World Wide Web","authors":[{"name":"Alessandro Pratesi","is_ca":false},{"name":"Judith Sixsmith","is_ca":false},{"name":"Ryan Woolrych","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1774431183917868,"gpt":0.3616740031001488,"spread":0.184230884708362,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06040788,0.0006315606,0.0005473181,0.001543353,0.01316781,0.01093464,0.00163701,0.002884387,0.003225495],"category_scores_gemma":[0.04168994,0.0005963376,0.0006588308,0.0009979869,0.01182118,0.01168381,0.02705948,0.003412443,0.001006861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002569093,"about_ca_system_score_gemma":0.01026929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002058316,"about_ca_topic_score_gemma":0.003532323,"domain_scores_codex":[0.9348127,0.05690246,0.001396958,0.001636168,0.003178468,0.002073257],"domain_scores_gemma":[0.9634666,0.02074073,0.00241908,0.003951661,0.003024006,0.006397888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001368178,0.0003035131,0.005654714,0.0005603358,0.00002585711,0.001410886,0.8534302,0.0001811176,0.003200059,0.02741949,0.006729505,0.1009475],"study_design_scores_gemma":[0.00008186068,0.0006691882,0.004661071,0.0009325795,0.00006096809,0.002770715,0.7345591,0.0006250418,0.003224339,0.0200367,0.2322702,0.0001081755],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7269949,0.004062746,0.1177714,0.06110469,0.0008359271,0.002047514,0.0001185822,0.0006039994,0.08646019],"genre_scores_gemma":[0.9422438,0.001777429,0.04174534,0.003178156,0.00007540063,0.0008174594,0.00006372159,0.00008135129,0.01001726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06040788,"threshold_uncertainty_score":0.3194712,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2187018096","doi":"","title":"Coastal dune vulnerability among selected Scottish systems","year":2011,"lang":"en","type":"article","venue":"Discovery Research Portal (University of Dundee)","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Vulnerability (computing); Vulnerability index; Bay; Geography; Vulnerability assessment; Range (aeronautics); Rating system; Environmental science; Physical geography; Hydrology (agriculture); Environmental resource management; Geology; Oceanography; Engineering; Computer science; Archaeology; Geotechnical engineering; Psychological resilience; Psychology; Climate change","authors":[{"name":"A. T. Williams","is_ca":false},{"name":"R. W. Duck","is_ca":false},{"name":"Michael R. Phillips","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04001057347212286,"gpt":0.234442824230105,"spread":0.1944322507579821,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008362333,0.0002602102,0.00027619,0.002253129,0.0009235281,0.001176048,0.0003032962,0.0002728956,0.002022033],"category_scores_gemma":[0.001898686,0.0002158082,0.000331295,0.002148574,0.0009517813,0.000444093,0.001572182,0.0001863432,0.0001760985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001538508,"about_ca_system_score_gemma":0.0007159438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07877412,"about_ca_topic_score_gemma":0.1281196,"domain_scores_codex":[0.999387,0.00009141148,0.00007135746,0.00007384345,0.0001557993,0.0002204832],"domain_scores_gemma":[0.9986165,0.0002073976,0.0005676435,0.0000731892,0.0002823549,0.0002529188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001002439,0.00002699643,0.9857537,0.00002684386,0.00003521832,0.0006302366,0.003476417,0.000138442,0.00116422,0.0001034864,0.0001165998,0.008427617],"study_design_scores_gemma":[0.00000230136,0.00009715816,0.9961505,0.000007116724,0.000005570516,0.0001690249,0.003039766,0.0001106073,0.0001080113,0.00002668926,0.0002775732,0.00000572545],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995599,0.00002165887,0.00002640056,0.00001338371,4.930242e-7,0.000005630543,0.00006453717,0.000001311134,0.0003066772],"genre_scores_gemma":[0.9995725,0.00003656156,0.00005357657,0.00001155058,0.000001020802,0.0000056447,0.0001061171,4.936928e-7,0.0002125301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07877412,"threshold_uncertainty_score":0.1566312,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2999868458","doi":"","title":"Aging well @ home: An Implementation and Sustainability Plan","year":2017,"lang":"en","type":"article","venue":"Discovery Research Portal (University of Dundee)","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"Vancouver Foundation","keywords":"Sustainability; Plan (archaeology); Business; Environmental planning; Process management; Geography","authors":[{"name":"Mei Lan Fang","is_ca":true},{"name":"Lupin Battersby","is_ca":true},{"name":"Sarah L. Canham","is_ca":true},{"name":"Tori Hui Ren","is_ca":true},{"name":"Ryan Woolrych","is_ca":true},{"name":"Judith Sixsmith","is_ca":true},{"name":"Andrew Sixsmith","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05545456633918321,"gpt":0.396353651296649,"spread":0.3408990849574658,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009541632,0.0007180513,0.000322019,0.001249684,0.003798376,0.005295544,0.002934834,0.007572033,0.02753372],"category_scores_gemma":[0.007110934,0.000509791,0.0008727883,0.0006801621,0.000893486,0.002690102,0.007856926,0.004530722,0.005593613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004910585,"about_ca_system_score_gemma":0.07637293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04298462,"about_ca_topic_score_gemma":0.1208315,"domain_scores_codex":[0.9967636,0.0007947864,0.0001345104,0.0001695568,0.0008183883,0.001319265],"domain_scores_gemma":[0.9869652,0.0005405191,0.0003644124,0.0003402382,0.001603302,0.01018636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007048374,0.01388763,0.02976693,0.0005956733,0.00008948363,0.0009702714,0.002491356,0.001915977,0.002481899,0.0168171,0.6441726,0.2861062],"study_design_scores_gemma":[0.0018141,0.004831986,0.1893642,0.0009611339,0.0002268396,0.0004380983,0.03032848,0.004242728,0.003976054,0.00739046,0.7561945,0.000231431],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.19608,0.001305033,0.02987726,0.5285764,0.006683833,0.02955335,0.007579606,0.004971412,0.1953732],"genre_scores_gemma":[0.409489,0.002082359,0.1040318,0.1223851,0.001371277,0.02431188,0.01038677,0.0005026848,0.3254391],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04298462,"threshold_uncertainty_score":0.09210944,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1497420085","doi":"10.4324/9780203150085","title":"Sustainable Development Law in the UK: From Rhetoric to Reality?","year":2012,"lang":"en","type":"book","venue":"Discovery Research Portal (University of Dundee)","topic":"Environmental law and policy","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Sustainable development; Sustainability; Political science; Normative; Corporate governance; Legislation; Rhetoric; Legislature; Environmental law; Public administration; Law; Economics; Ecology; Management","authors":[{"name":"Andrea Ross","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06799334036693645,"gpt":0.335609670082982,"spread":0.2676163297160455,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008687752,0.0008710353,0.001011758,0.003417601,0.007522199,0.02215606,0.002600319,0.01237176,0.005019961],"category_scores_gemma":[0.02684074,0.0008824869,0.0004638943,0.005816986,0.03463355,0.03010209,0.006830606,0.01089369,0.001731414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02911486,"about_ca_system_score_gemma":0.01272192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05552845,"about_ca_topic_score_gemma":0.05555079,"domain_scores_codex":[0.9865414,0.007353114,0.0007606174,0.0006710425,0.00331152,0.001362274],"domain_scores_gemma":[0.9828027,0.01324797,0.001065093,0.0005296831,0.001982596,0.000371999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008332251,0.00001180759,0.0001073036,0.0002596437,0.000003627985,0.0001960529,0.01388564,0.000151415,0.00005511383,0.8617486,0.1073434,0.01622914],"study_design_scores_gemma":[0.000009681814,0.0000215658,0.0005024436,0.002152272,0.000006691134,0.0002042316,0.01768737,0.00025348,0.000113719,0.1946325,0.7843726,0.00004350333],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004894651,0.1222853,0.004346538,0.5489323,0.01243571,0.00004345347,0.0000791954,0.00009426875,0.3068886],"genre_scores_gemma":[0.4678513,0.1574205,0.005074174,0.2421219,0.01033803,0.0003959143,0.0002334322,0.0002650002,0.1162997],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05552845,"threshold_uncertainty_score":0.211244,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2590237707","doi":"","title":"Securing webcast content in the European Union: copyright, technical protection and problems of jurisdiction on the internet","year":2002,"lang":"en","type":"article","venue":"Discovery Research Portal (University of Dundee)","topic":"Copyright and Intellectual Property","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Webcast; Jurisdiction; The Internet; European union; Business; Internet privacy; International trade; Law; Political science; Computer science; World Wide Web","authors":[{"name":"Alex Morrison","is_ca":false},{"name":"Lorna E. Gillies","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1281639966161835,"gpt":0.2370867229062682,"spread":0.1089227262900846,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01002975,0.000226983,0.0003444722,0.002536288,0.004662588,0.01915578,0.00135428,0.01077862,0.002445676],"category_scores_gemma":[0.03594811,0.0004435485,0.0003577858,0.004068026,0.01224787,0.01045607,0.003286029,0.003225609,0.0002645376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008876329,"about_ca_system_score_gemma":0.005907313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08236977,"about_ca_topic_score_gemma":0.06971279,"domain_scores_codex":[0.9927226,0.002553302,0.0004781322,0.0005096572,0.002605477,0.001130788],"domain_scores_gemma":[0.981168,0.01322976,0.0016263,0.001396274,0.002058998,0.0005206182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003688542,0.00002112233,0.001198064,0.00005192995,0.000006616687,0.0002669567,0.00258738,0.0007857124,0.0001645884,0.9706587,0.008625064,0.01559699],"study_design_scores_gemma":[0.0000626481,0.00006202851,0.01553581,0.001057731,0.00009019725,0.0009316099,0.009104812,0.005142541,0.003478003,0.6574376,0.3069903,0.0001067644],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3140354,0.05774501,0.01796239,0.0744364,0.0007433764,0.00008113525,0.0003355028,0.0001294893,0.5345313],"genre_scores_gemma":[0.9652283,0.007567631,0.002304258,0.002983273,0.0002602244,0.00003205169,0.00006436419,0.00002893848,0.02153092],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08236977,"threshold_uncertainty_score":0.1637806,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W345624069","doi":"","title":"Technological and methodological innovation: Working \"with\" and \"for\" older people to develop a smart activity monitoring system","year":2013,"lang":"en","type":"article","venue":"Discovery Research Portal (University of Dundee)","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Participatory action research; Participatory design; Living lab; Citizen journalism; Reflexivity; Government (linguistics); Sociology; Knowledge management; Public relations; Process (computing); Independent living; Business; Gerontology; Computer science; Engineering; Medicine; Political science; Operations management; Social science","authors":[{"name":"Alessandro Pratesi","is_ca":false},{"name":"Judith Sixsmith","is_ca":false},{"name":"Ryan Woolrych","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1692914165312339,"gpt":0.3735862422600097,"spread":0.2042948257287759,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1261411,0.0006862329,0.0006460884,0.003101887,0.01243878,0.01717866,0.002033419,0.003016767,0.003055976],"category_scores_gemma":[0.08629706,0.0006415194,0.00083189,0.002080323,0.02040803,0.01085668,0.02156335,0.003583247,0.000622455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007419535,"about_ca_system_score_gemma":0.01667706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005019575,"about_ca_topic_score_gemma":0.005921861,"domain_scores_codex":[0.8455055,0.1390983,0.003880357,0.002914407,0.006058989,0.002542421],"domain_scores_gemma":[0.8970608,0.08000991,0.003876189,0.007729724,0.007623659,0.003699828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001092628,0.0001365786,0.005600528,0.00090063,0.00003224412,0.0008327151,0.8416917,0.0001696051,0.001377435,0.04687257,0.004600306,0.09767643],"study_design_scores_gemma":[0.00008928624,0.0004186528,0.004722656,0.001892098,0.000115865,0.001240969,0.7396996,0.0006471487,0.002712823,0.02519811,0.2231603,0.0001024475],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6258218,0.008105661,0.1265801,0.1123126,0.002135467,0.002956547,0.000184902,0.0005030794,0.1213998],"genre_scores_gemma":[0.9075627,0.003188689,0.06946026,0.005305544,0.0001873925,0.00149466,0.00009009559,0.0001067087,0.01260397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1261411,"threshold_uncertainty_score":0.6671059,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1528267757","doi":"","title":"Singing numbers... In cognitive space","year":2010,"lang":"en","type":"article","venue":"Discovery Research Portal (University of Dundee)","topic":"Cognitive and developmental aspects of mathematical skills","field":"Mathematics","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Automaticity; Magnitude (astronomy); Association (psychology); Pitch (Music); Singing; Task (project management); Space (punctuation); Relative pitch; Spatial cognition; Psychology; Computer science; Cognition; Speech recognition; Mathematics; Cognitive psychology; Physics; Acoustics; Perception; Engineering","authors":[{"name":"Manda Fischer","is_ca":false},{"name":"Marianna Riello","is_ca":false},{"name":"Bruno L. Giordano","is_ca":true},{"name":"Elena Rusconi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06644651444805605,"gpt":0.3575581838105171,"spread":0.2911116693624611,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009294793,0.0001949402,0.000133154,0.0003454297,0.0001969982,0.0009042835,0.0002183959,0.0002407289,0.003906307],"category_scores_gemma":[0.004653842,0.0001362868,0.00009077322,0.0002523779,0.0007085107,0.001103766,0.0005217815,0.0004723096,0.0005667714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001574732,"about_ca_system_score_gemma":0.0002445847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008725392,"about_ca_topic_score_gemma":0.001550419,"domain_scores_codex":[0.9994985,0.0001289127,0.00003102893,0.000179452,0.0001313336,0.00003082236],"domain_scores_gemma":[0.9976635,0.0009659744,0.0007580407,0.0002659223,0.0002242385,0.0001224049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001071415,0.0002404859,0.1534733,0.0003592355,0.00006140587,0.0003813688,0.006011652,0.00104107,0.3055854,0.03151388,0.002516905,0.497744],"study_design_scores_gemma":[0.00008612856,0.001672228,0.8492244,0.0001096645,0.00008412385,0.001979265,0.002441432,0.00661118,0.05969049,0.05303904,0.02496625,0.00009588883],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9622828,0.0004025321,0.01425194,0.0005404638,0.00007623092,0.00002976691,0.0001607244,0.0001566598,0.02209881],"genre_scores_gemma":[0.9817498,0.0002204408,0.0131221,0.0001206111,0.00002415576,0.00002287233,0.0000812965,0.00002904267,0.004629684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003906307,"threshold_uncertainty_score":0.0130679,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2746361365","doi":"10.6084/m9.figshare.4747027.v1","title":"Electric Corset: an approach to wearables innovation","year":2019,"lang":"en","type":"book-chapter","venue":"Discovery Research Portal (University of Dundee)","topic":"Fashion and Cultural Textiles","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Trent University; Nottingham Trent University","keywords":"Wearable computer; Embodied cognition; Deconstruction (building); Improvisation; Field (mathematics); Wearable technology; Process (computing); Aesthetics; Human–computer interaction; Computer science; Engineering; Art; Visual arts; Artificial intelligence","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1256973475850485,"gpt":0.278196419840141,"spread":0.1524990722550925,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001315565,0.000630338,0.00030941,0.001845945,0.002085134,0.008315578,0.00168831,0.002493408,0.01097202],"category_scores_gemma":[0.00125979,0.0003059442,0.0004470804,0.002389079,0.01041112,0.006037393,0.004480174,0.003283252,0.001662961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004241835,"about_ca_system_score_gemma":0.002232525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001512568,"about_ca_topic_score_gemma":0.002375729,"domain_scores_codex":[0.9987576,0.0006207746,0.00004138398,0.0001575197,0.0003284508,0.00009423879],"domain_scores_gemma":[0.9992898,0.0004091039,0.0000354201,0.0001338119,0.00007750405,0.00005437765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004828861,0.000009390042,0.00004098942,0.00007982182,0.000001550802,0.00008572522,0.002878929,0.0001539181,0.000163228,0.9780741,0.003462757,0.01504466],"study_design_scores_gemma":[0.000009095891,0.00003059681,0.0001840445,0.0003383042,0.000005977789,0.0005375735,0.00433482,0.001045066,0.000759625,0.3110955,0.6816458,0.00001352677],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004733955,0.007660177,0.05349275,0.005490769,0.0007619542,0.00007886287,0.00003585334,0.0002111049,0.9275346],"genre_scores_gemma":[0.309221,0.01960476,0.06664746,0.003422117,0.0007063499,0.0005291283,0.0001291109,0.0003208245,0.5994192],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01097202,"threshold_uncertainty_score":0.03670508,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2463675895","doi":"","title":"Evaluation of the novel medical imaging software e-ASPECTS for patient selection in stroke","year":2015,"lang":"en","type":"article","venue":"Discovery Research Portal (University of Dundee)","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Stroke (engine); Selection (genetic algorithm); Medical physics; Software; Artificial intelligence","authors":[{"name":"Iris Q. Grunwald","is_ca":false},{"name":"D Sinha","is_ca":false},{"name":"Diana D. Day","is_ca":false},{"name":"Wolfgang Reith","is_ca":false},{"name":"René Chapot","is_ca":false},{"name":"Panagiotis Papanagiotou","is_ca":false},{"name":"Angelos A. Konstas","is_ca":false},{"name":"Paul Guyler","is_ca":false},{"name":"Sharon Tysoe","is_ca":false},{"name":"E Warburton","is_ca":false},{"name":"Klaus Faßbender","is_ca":false},{"name":"Silke Walter","is_ca":false},{"name":"Nils Mueller","is_ca":false},{"name":"Marco Essig","is_ca":false},{"name":"Jens Heidenrich","is_ca":false},{"name":"Marilyn A. Harrison","is_ca":false},{"name":"James Hampton‐Till","is_ca":false},{"name":"Eric Greveson","is_ca":false},{"name":"Michalis Papadakis","is_ca":false},{"name":"Olivier Joly","is_ca":false},{"name":"Stephen Gerry","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07768916019900726,"gpt":0.3442399451702891,"spread":0.2665507849712818,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009943119,0.0006824606,0.000554513,0.001594701,0.0001581467,0.001072156,0.0007472468,0.000730502,0.001559355],"category_scores_gemma":[0.03302293,0.0002535404,0.0005003581,0.0007881532,0.000299698,0.0007672441,0.0009945083,0.0003196628,0.0003676611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000349664,"about_ca_system_score_gemma":0.0004948598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008765637,"about_ca_topic_score_gemma":0.001063627,"domain_scores_codex":[0.995608,0.002554164,0.0004608757,0.0005058863,0.0007761033,0.00009498344],"domain_scores_gemma":[0.9736035,0.01938479,0.001845253,0.001128538,0.003377992,0.0006598133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0123029,0.0007256519,0.3305874,0.0005048569,0.000741601,0.0003592794,0.000613048,0.02246034,0.01581423,0.0008545749,0.005893087,0.6091431],"study_design_scores_gemma":[0.001264212,0.006038488,0.4094987,0.0001570616,0.0005297668,0.002159396,0.0003393357,0.5500194,0.02226093,0.001638201,0.005902487,0.0001920035],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8973712,0.0006453438,0.09507649,0.0004368333,0.0001285841,0.0006397931,0.001288234,0.002459926,0.001953553],"genre_scores_gemma":[0.8870153,0.0001535423,0.1105959,0.0001925134,0.0001131972,0.000400914,0.0009729184,0.0001493118,0.0004064366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009943119,"threshold_uncertainty_score":0.05258483,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2947403814","doi":"","title":"Preservice teacher education activities and their impact on Model-based teaching","year":2018,"lang":"en","type":"article","venue":"Discovery Research Portal (University of Dundee)","topic":"Educational Practices and Policies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Mathematics education; Pedagogy; Teacher education; Medical education; Psychology; Sociology; Computer science; Medicine","authors":[{"name":"Samia Khan","is_ca":false},{"name":"Alexis Gonzales","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06773940161389144,"gpt":0.4130326428310921,"spread":0.3452932412172007,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006175673,0.0001425079,0.0002154801,0.001454025,0.001661966,0.005434415,0.001094486,0.000777122,0.008080102],"category_scores_gemma":[0.04796218,0.0002170393,0.0002493378,0.001097012,0.001220878,0.001902224,0.004256485,0.001354806,0.0006117355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004031371,"about_ca_system_score_gemma":0.005697535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01391828,"about_ca_topic_score_gemma":0.03088732,"domain_scores_codex":[0.9916443,0.005478296,0.0002662766,0.0003664265,0.001034588,0.001209976],"domain_scores_gemma":[0.896399,0.06588843,0.008591115,0.004046651,0.006535374,0.01853938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00165651,0.00799891,0.6409857,0.0002057107,0.00004030422,0.0003525027,0.02797621,0.001031878,0.0008012923,0.0160748,0.005630402,0.2972459],"study_design_scores_gemma":[0.0001173985,0.001546376,0.8950849,0.0004321449,0.00005874404,0.0004122198,0.06851269,0.001589687,0.001478021,0.003945441,0.02678132,0.00004110529],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824766,0.0003519685,0.0002982265,0.001468971,0.00002248262,0.00002252337,0.0001321954,0.00003124661,0.01519579],"genre_scores_gemma":[0.9976478,0.0001192736,0.0002299213,0.0000331561,0.000004205676,0.000009867917,0.00004105168,0.000006922399,0.001907867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01391828,"threshold_uncertainty_score":0.03266042,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2954577146","doi":"10.6084/m9.figshare.c.4312298","title":"Stakeholder involvement in systematic reviews: a scoping review","year":2018,"lang":"en","type":"review","venue":"Discovery Research Portal (University of Dundee)","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Systematic review; Stakeholder; Medicine; Data extraction; Population; Grey literature; Protocol (science); MEDLINE; Family medicine; Alternative medicine; Public relations; Political science; Environmental health; Pathology","authors":[{"name":"Alex Pollock","is_ca":false},{"name":"Pauline Campbell","is_ca":false},{"name":"Caroline Struthers","is_ca":false},{"name":"Anneliese Synnot","is_ca":false},{"name":"Jack Nunn","is_ca":false},{"name":"Sophie Hill","is_ca":false},{"name":"Heather Goodare","is_ca":false},{"name":"Jacqui Morris","is_ca":false},{"name":"Chris Watts","is_ca":false},{"name":"Richard Morley","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.9306076388998077,"gpt":0.599762381144996,"spread":0.3308452577548117,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.441883,0.003885353,0.01398033,0.05674892,0.005768035,0.01636813,0.005511302,0.008756755,0.006207675],"category_scores_gemma":[0.6558879,0.006009258,0.01196239,0.05362868,0.007962575,0.02116574,0.01272646,0.006264976,0.001826314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01865739,"about_ca_system_score_gemma":0.09200507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005145139,"about_ca_topic_score_gemma":0.0133262,"domain_scores_codex":[0.3781971,0.4035463,0.1607491,0.00879369,0.04611899,0.002594781],"domain_scores_gemma":[0.2304331,0.6159508,0.06562643,0.01719146,0.06818797,0.002610334],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002041737,0.00004868986,0.001188113,0.8718984,0.003398982,0.0002775277,0.004710988,0.0005098803,0.0004875099,0.004182985,0.005249732,0.107843],"study_design_scores_gemma":[0.0001042116,0.00008129913,0.000603632,0.975612,0.003370136,0.0001402782,0.001039083,0.00030392,0.0001734934,0.002971133,0.01554386,0.00005691139],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003225325,0.9189327,0.02680829,0.01482875,0.002810471,0.02836745,0.001105732,0.0001885376,0.003732819],"genre_scores_gemma":[0.04524236,0.7673188,0.1022346,0.005640809,0.001259425,0.07577785,0.001493985,0.0001368924,0.0008953565],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.558117,"threshold_uncertainty_score":0.6882576,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W3135379226","doi":"","title":"A decision tree for annotating argumentation scheme corpora","year":2020,"lang":"en","type":"article","venue":"Discovery Research Portal (University of Dundee)","topic":"Multi-Agent Systems and Negotiation","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"Engineering and Physical Sciences Research Council; Social Sciences and Humanities Research Council of Canada","keywords":"Computer science; Scheme (mathematics); Decision tree; Argumentation theory; Tree (set theory); Artificial intelligence; Natural language processing; Linguistics; Mathematics","authors":[{"name":"John Lawrence","is_ca":false},{"name":"Jacky Visser","is_ca":false},{"name":"Douglas Walton","is_ca":true},{"name":"Chris Reed","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1254507007048727,"gpt":0.3329921426282904,"spread":0.2075414419234177,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01312891,0.001134213,0.001020061,0.01083604,0.002996113,0.00339129,0.002285472,0.001940393,0.008631038],"category_scores_gemma":[0.05588748,0.001044647,0.001799141,0.01230628,0.001240473,0.004664802,0.003102914,0.002614138,0.00485082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002148535,"about_ca_system_score_gemma":0.004111062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006069911,"about_ca_topic_score_gemma":0.009096385,"domain_scores_codex":[0.9845461,0.006786373,0.002315791,0.0022919,0.003631571,0.0004283614],"domain_scores_gemma":[0.9654267,0.02231848,0.001783381,0.003287208,0.006559552,0.0006246652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000704999,0.0004609091,0.008910412,0.002529088,0.0002905811,0.0006828361,0.004580757,0.02706435,0.01689632,0.09120227,0.094799,0.7518785],"study_design_scores_gemma":[0.0002935125,0.0002884849,0.01065399,0.001307265,0.0003013672,0.0009106196,0.002329801,0.4081286,0.02150617,0.2107226,0.3433334,0.00022424],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01551602,0.0004135248,0.94396,0.000747458,0.000171914,0.001703748,0.0220354,0.006253496,0.009198441],"genre_scores_gemma":[0.04684012,0.0001886342,0.9190915,0.0001267722,0.00003824618,0.002198788,0.02910414,0.0004408978,0.001970998],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01312891,"threshold_uncertainty_score":0.06943315,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2103634294","doi":"","title":"Socio-spatial impact of great urban projects in Bilbao and applicable lessons for other cities","year":2014,"lang":"en","type":"article","venue":"Discovery Research Portal (University of Dundee)","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Geography; Regional science; Environmental planning","authors":[{"name":"Alona Martinez-Perez","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06616240221621283,"gpt":0.3606559793745661,"spread":0.2944935771583532,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001013667,0.0002861161,0.0002193017,0.001363396,0.005294788,0.003873342,0.0007703027,0.0007852288,0.00758101],"category_scores_gemma":[0.001745589,0.0002192231,0.0002565851,0.001858758,0.006674746,0.001750601,0.007232692,0.0009349128,0.0003890056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009151916,"about_ca_system_score_gemma":0.003535097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05203377,"about_ca_topic_score_gemma":0.1685221,"domain_scores_codex":[0.9986811,0.0006861264,0.00001699101,0.0000534538,0.00008713068,0.0004751367],"domain_scores_gemma":[0.9994445,0.0001222426,0.00007393057,0.00004689602,0.00007397303,0.0002383224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.001175001,0.001805135,0.1643256,0.001578477,0.0001775873,0.01607316,0.4951711,0.005931566,0.005950138,0.1638221,0.01552236,0.1284679],"study_design_scores_gemma":[0.00004880012,0.0002976772,0.1851699,0.0003728309,0.00003723608,0.001223271,0.6885709,0.0006950197,0.0007343038,0.008234734,0.114541,0.00007442399],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9605126,0.0006987413,0.0001777033,0.002787064,0.00005130037,0.00004166583,0.00009433422,0.00001206396,0.03562451],"genre_scores_gemma":[0.9964641,0.0003866662,0.000116748,0.0001130582,0.000009428676,0.00002594463,0.00003957838,0.000006358806,0.002838138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05203377,"threshold_uncertainty_score":0.1034618,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2956083619","doi":"","title":"DataGM: Curating an Environment for Change","year":2013,"lang":"en","type":"article","venue":"Discovery Research Portal (University of Dundee)","topic":"Semantic Web and Ontologies","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Future Earth","funders":"","keywords":"Computer science; Business","authors":[{"name":"Drew Hemment","is_ca":false},{"name":"Kevin L. Smith","is_ca":false},{"name":"Julian Tait","is_ca":true},{"name":"Anna Dornan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1746474001185815,"gpt":0.3318936616491981,"spread":0.1572462615306166,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03202643,0.0007315993,0.001021566,0.006000819,0.007734908,0.02106234,0.003995101,0.005157477,0.009936363],"category_scores_gemma":[0.04864655,0.0009387415,0.001549571,0.00973223,0.0196573,0.03262161,0.0304208,0.00483142,0.002791629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008952493,"about_ca_system_score_gemma":0.01879739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01282336,"about_ca_topic_score_gemma":0.01590065,"domain_scores_codex":[0.9711557,0.01806833,0.00148418,0.003422397,0.004869225,0.001000147],"domain_scores_gemma":[0.942742,0.03106444,0.002801825,0.01600282,0.004539271,0.00284966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005478371,0.0000801599,0.003412021,0.001799575,0.00008227995,0.000426852,0.03401723,0.002821405,0.001332033,0.782842,0.05838262,0.114749],"study_design_scores_gemma":[0.00001408641,0.00001829795,0.0008439131,0.0008106635,0.00002333747,0.0001814979,0.01056445,0.002528476,0.00132049,0.2210109,0.7626324,0.00005156991],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02059082,0.00386949,0.6460859,0.1213529,0.001686489,0.001278199,0.004092052,0.00702767,0.1940164],"genre_scores_gemma":[0.2965092,0.003820861,0.6499953,0.008709551,0.0004261478,0.001512063,0.004638666,0.002521561,0.0318666],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03202643,"threshold_uncertainty_score":0.1693739,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1539236195","doi":"","title":"Dead Zones and the Formation of Jovian Planets","year":2004,"lang":"es","type":"article","venue":"Discovery Research Portal (University of Dundee)","topic":"Astro and Planetary Science","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Jovian; Physics; Planet; Astrophysics; Accretion (finance); Astronomy; Gas giant; Planetary migration; Planetary mass; Astrobiology; Jupiter mass; Instability; Planetary system; Exoplanet; Mechanics","authors":[{"name":"Ralph E. Pudritz","is_ca":true},{"name":"Soko Matsumura","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02231603162174253,"gpt":0.2515458782234981,"spread":0.2292298466017555,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000197714,0.0001949878,0.0001584722,0.0006355486,0.0008736274,0.001391791,0.0003591786,0.0004480917,0.001701595],"category_scores_gemma":[0.001122838,0.000184265,0.0001010565,0.000241912,0.001249189,0.0009932739,0.001626711,0.0005086404,0.0003102258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003290906,"about_ca_system_score_gemma":0.0001090008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004646367,"about_ca_topic_score_gemma":0.0007329188,"domain_scores_codex":[0.9998943,0.00001577335,0.000008308332,0.0000270243,0.00002200082,0.0000325324],"domain_scores_gemma":[0.9986742,0.0002795439,0.000659465,0.00009580881,0.00005611057,0.0002350702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001816055,0.0002369919,0.4327947,0.0004764772,0.0001541024,0.004549455,0.00559818,0.006466283,0.3943873,0.08234347,0.001939167,0.06923788],"study_design_scores_gemma":[0.00005004362,0.0004133693,0.8450523,0.00006931588,0.00006801968,0.00863855,0.003151878,0.004648401,0.06462464,0.04112442,0.03209911,0.00006002801],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925114,0.001418377,0.0009405052,0.00009692959,0.000006305473,0.00000405437,0.00007269938,0.00002925542,0.004920489],"genre_scores_gemma":[0.9988995,0.0001575128,0.0001858194,0.000009903061,0.000003447923,0.000001681673,0.00006288585,0.000004023518,0.0006751366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001701595,"threshold_uncertainty_score":0.005692422,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7112389099","doi":"","title":"Dancing for Dummies:solo exhibition, Centre for Cultural and Artistic Practices, Winnipeg, Canada","year":2023,"lang":"en","type":"other","venue":"Discovery Research Portal (University of Dundee)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Exhibition; Painting; Dance; Beauty; The arts; Sculpture; Style (visual arts)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.09522611460561788,"gpt":0.3493948972790146,"spread":0.2541687826733967,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005093621,0.0009034076,0.0002789768,0.000613528,0.00630423,0.00278393,0.0009454731,0.0005069833,0.2310118],"category_scores_gemma":[0.0006054631,0.0004891959,0.000223891,0.0009612633,0.0008968064,0.0007730117,0.002152673,0.001053802,0.02277708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005666364,"about_ca_system_score_gemma":0.01249166,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7531111,"about_ca_topic_score_gemma":0.9722252,"domain_scores_codex":[0.9996303,0.00003201757,0.000005609072,0.00006419451,0.0001443159,0.0001235174],"domain_scores_gemma":[0.9993221,0.00003118473,0.00001122908,0.00002941317,0.0002009502,0.0004052456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001351805,0.00005462917,0.001387522,0.0001954923,0.000008970263,0.0004952286,0.003713507,0.00009370309,0.002262677,0.001602206,0.949001,0.04104992],"study_design_scores_gemma":[0.000008092511,0.00001317084,0.007757376,0.00006859577,0.000002804662,0.00008699688,0.002752769,0.00003667964,0.0002607144,0.00006895784,0.9889349,0.000008899359],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03786629,0.005313748,0.001071734,0.009077016,0.002456055,0.0006510599,0.009731165,0.0007570614,0.9330759],"genre_scores_gemma":[0.04116688,0.002755688,0.001959582,0.0004852653,0.0001072113,0.0001304131,0.002643359,0.0005551994,0.9501964],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2468889,"threshold_uncertainty_score":0.7728114,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7139454765","doi":"","title":"The Slave's Lament","year":2019,"lang":"en","type":"article","venue":"Discovery Research Portal (University of Dundee)","topic":"Scottish History and National Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Lament; Exhibition; Politics; Poetry; Musical; Colonialism; Irish; Interpretation (philosophy)","authors":[{"name":"Graham; id_orcid 0009-0001-2611-129X Fagen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05113844717462181,"gpt":0.2641307545949288,"spread":0.212992307420307,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006852911,0.0002993425,0.0002149205,0.0003607042,0.009119784,0.002822499,0.0004617386,0.001248675,0.02073346],"category_scores_gemma":[0.002131657,0.0001301503,0.0002100939,0.0002824415,0.004379745,0.00163326,0.002530455,0.002696224,0.002635821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00235791,"about_ca_system_score_gemma":0.001338883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01415128,"about_ca_topic_score_gemma":0.03919713,"domain_scores_codex":[0.9993429,0.0002747966,0.000009017254,0.00007319684,0.0001339241,0.0001661771],"domain_scores_gemma":[0.9996244,0.000128331,0.0000252963,0.000046413,0.00007668384,0.0000989019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006641266,0.00003723289,0.001154402,0.000114527,0.000007241408,0.001861375,0.1143723,0.00006916469,0.001535317,0.1255133,0.7112426,0.04402621],"study_design_scores_gemma":[0.000002459641,0.00001953963,0.001084976,0.00006804456,0.000001411055,0.0004722656,0.0259679,0.00002808407,0.000251292,0.00124394,0.9708528,0.000007209092],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0777013,0.004407363,0.001471654,0.04895315,0.008782822,0.00004738004,0.0001718939,0.0001927199,0.8582717],"genre_scores_gemma":[0.4001816,0.001581816,0.0004849903,0.01127819,0.001109463,0.00003905295,0.0001020894,0.000209275,0.5850134],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02073346,"threshold_uncertainty_score":0.06936038,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1530803324","doi":"","title":"Dynamic Computer Analogies and Conceptions of Chemical Equilibrium","year":2009,"lang":"en","type":"article","venue":"Discovery Research Portal (University of Dundee)","topic":"Process Optimization and Integration","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia; Simon Fraser University","funders":"","keywords":"Computer science; Epistemology; Mathematical economics; Mathematics; Philosophy","authors":[{"name":"Vania Chan","is_ca":true},{"name":"Samia Khan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02109329498936533,"gpt":0.2695578522446876,"spread":0.2484645572553223,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002399048,0.000347368,0.0001717285,0.0007224294,0.0005295083,0.003010099,0.0008188355,0.0007651293,0.00334065],"category_scores_gemma":[0.02644121,0.0003161685,0.0002508618,0.0004197171,0.002545928,0.003173383,0.001050936,0.00157967,0.0001431975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00179818,"about_ca_system_score_gemma":0.0007891968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001621669,"about_ca_topic_score_gemma":0.001089784,"domain_scores_codex":[0.9981653,0.001143711,0.00005536457,0.0002154029,0.0003394799,0.00008078285],"domain_scores_gemma":[0.9849568,0.01203641,0.001326018,0.0006838702,0.0007887393,0.0002082462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009676866,0.001300915,0.06983656,0.0003190961,0.00009291727,0.001213209,0.06797499,0.09734979,0.0237659,0.6016368,0.001332171,0.1342099],"study_design_scores_gemma":[0.0002652323,0.001936606,0.0477219,0.0002134906,0.0001440972,0.002058716,0.03422593,0.4047478,0.02107542,0.4376624,0.04968478,0.0002637066],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9427325,0.0001128714,0.04034878,0.0003405403,0.000008774488,0.00006314229,0.00001606629,0.00004547275,0.01633191],"genre_scores_gemma":[0.9914038,0.00005883448,0.007390886,0.00002257291,0.000001470335,0.0000277058,0.00001335871,0.000006784835,0.001074479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00334065,"threshold_uncertainty_score":0.0130468,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2952365588","doi":"","title":"Introduction: Diaspora, Associations and Scottish Identity","year":2009,"lang":"en","type":"article","venue":"Discovery Research Portal (University of Dundee)","topic":"Irish and British Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"","keywords":"Diaspora; Identity (music); Genealogy; Geography; Gender studies; Sociology; History; Art; Aesthetics","authors":[{"name":"Tanja Bueltmann","is_ca":false},{"name":"Andrew Hinson","is_ca":false},{"name":"Graeme Morton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03692925576502009,"gpt":0.3341241570830564,"spread":0.2971949013180363,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001327714,0.0003224762,0.0002588533,0.0007450695,0.002190075,0.004832255,0.0004796997,0.001740373,0.03551567],"category_scores_gemma":[0.002876037,0.0001519717,0.0002176685,0.002522247,0.002565466,0.003116478,0.002190286,0.00193813,0.002559939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001082967,"about_ca_system_score_gemma":0.001414575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01587113,"about_ca_topic_score_gemma":0.0314068,"domain_scores_codex":[0.9995976,0.0001451178,0.00002432865,0.00005639432,0.00009609496,0.00008056931],"domain_scores_gemma":[0.9981954,0.001262442,0.0001055837,0.00008321831,0.0001676858,0.0001857412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001010733,0.00005412612,0.009447837,0.0008739916,0.00001786266,0.0004600305,0.02894444,0.0001102655,0.0004687758,0.3403867,0.5266858,0.09244896],"study_design_scores_gemma":[0.00002469403,0.00003899887,0.02331905,0.0007365702,0.00001800683,0.0003126023,0.02780382,0.00007577474,0.0001801074,0.02751291,0.9199436,0.00003384402],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.1119117,0.06525574,0.004350843,0.3212263,0.02654437,0.00008783297,0.005231611,0.0002955112,0.465096],"genre_scores_gemma":[0.6681353,0.03780655,0.002601906,0.04359715,0.0149384,0.0001837448,0.002060597,0.0001748259,0.2305014],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.03551567,"threshold_uncertainty_score":0.1188117,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7112008192","doi":"","title":"Ordinary Traumas:Resilience, Vulnerability, and Everyday Crises for People who use Drugs","year":2024,"lang":"en","type":"article","venue":"Discovery Research Portal (University of Dundee)","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Cancer Research","funders":"","keywords":"Ethnography; Psychological resilience; Poverty; Face (sociological concept); Mental health; Everyday life; Substance use","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.09866848906017638,"gpt":0.3909244110204013,"spread":0.2922559219602249,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004003823,0.00052826,0.0007617674,0.001875747,0.01696955,0.009159339,0.00127475,0.003223586,0.004088161],"category_scores_gemma":[0.006368925,0.0006603417,0.0006425676,0.001781412,0.03123564,0.01266737,0.01612876,0.004893461,0.0004895292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004909199,"about_ca_system_score_gemma":0.003554686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01448343,"about_ca_topic_score_gemma":0.02130223,"domain_scores_codex":[0.9935344,0.004891012,0.0002058425,0.0002636419,0.000404565,0.0007004617],"domain_scores_gemma":[0.9969049,0.001732623,0.0004722543,0.0002380115,0.0001700677,0.0004820787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00000824121,0.000009082041,0.001148498,0.00008334623,0.000003421124,0.0006712743,0.9897338,0.00001733916,0.000128218,0.0052787,0.0008249034,0.002093137],"study_design_scores_gemma":[0.000001104228,0.00001218806,0.0009751575,0.0001627916,0.00000208847,0.0007252065,0.9870026,0.00001296984,0.0000354728,0.001433545,0.009625657,0.00001117611],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9175521,0.01061391,0.002983861,0.032708,0.0004731274,0.0001862859,0.0001972923,0.00005399743,0.03523145],"genre_scores_gemma":[0.9870887,0.006019571,0.000940254,0.002878533,0.00009623513,0.0001758679,0.00004477369,0.00003177311,0.002724141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01696955,"threshold_uncertainty_score":0.0356189,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7113755290","doi":"","title":"#HASHTAG","year":2020,"lang":"en","type":"other","venue":"Discovery Research Portal (University of Dundee)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Exhibition; Vision; The arts; Metaphor; George (robot); State (computer science); Principal (computer security)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.07456970304646675,"gpt":0.3202324363329476,"spread":0.2456627332864809,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001259331,0.001463687,0.0008978396,0.002539853,0.002305204,0.00821435,0.001620621,0.002970701,0.8411867],"category_scores_gemma":[0.009859115,0.0005589235,0.0007860729,0.003049113,0.001021984,0.006937048,0.004131764,0.002259989,0.80435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001860084,"about_ca_system_score_gemma":0.001391254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003463353,"about_ca_topic_score_gemma":0.004470428,"domain_scores_codex":[0.9987248,0.0002088374,0.0001089161,0.0002096678,0.0005354846,0.0002123158],"domain_scores_gemma":[0.9939884,0.001171799,0.0002828964,0.0009384788,0.002479531,0.001138956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003245826,0.000006970751,0.00006837754,0.00009906798,0.000001360062,0.00002419274,0.00005639671,0.00001263791,0.0001496467,0.001617196,0.9779764,0.0199552],"study_design_scores_gemma":[0.000005058746,0.000009062703,0.0001455355,0.00003502953,8.647638e-7,0.00003023184,0.00006730941,0.00001903769,0.00009387988,0.0005250286,0.9990624,0.000006667096],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008920053,0.001190507,0.003009677,0.0116917,0.03692981,0.000464589,0.0314194,0.008713972,0.9056883],"genre_scores_gemma":[0.004100268,0.0008522118,0.001413894,0.006174414,0.004123073,0.0002123659,0.01463228,0.004280866,0.9642107],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1588133,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1016068858","doi":"","title":"Why Independence Does Not Equal Individualism","year":2005,"lang":"en","type":"article","venue":"Discovery Research Portal (University of Dundee)","topic":"Political Philosophy and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"McGill University","keywords":"Independence (probability theory); Individualism; Mathematics; Political science; Statistics; Law","authors":[{"name":"Fiona Kumari Campbell","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1274560554900208,"gpt":0.3828747905870419,"spread":0.2554187350970212,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007377294,0.0002433676,0.0005437018,0.0007000833,0.005340124,0.005470966,0.0009304712,0.005152444,0.01254112],"category_scores_gemma":[0.01673277,0.0002271027,0.0003377885,0.0004916047,0.03334174,0.008785261,0.005851431,0.006775887,0.001805643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004386645,"about_ca_system_score_gemma":0.004464833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00888359,"about_ca_topic_score_gemma":0.01189918,"domain_scores_codex":[0.9934772,0.003730547,0.0001625929,0.0006988987,0.0008774351,0.001053174],"domain_scores_gemma":[0.990657,0.004975014,0.0005838629,0.001216773,0.001379823,0.001187501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002132435,0.00001922669,0.0003761465,0.00003103876,0.000007622359,0.00006142053,0.006198486,0.00005844318,0.00007653626,0.9644976,0.02166014,0.006992119],"study_design_scores_gemma":[0.00002818414,0.00001475349,0.0008253229,0.0001159793,0.000009841,0.0001064157,0.006672456,0.0001062794,0.0002008653,0.8963416,0.09556474,0.00001356089],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04755623,0.00623034,0.007615827,0.4943985,0.002071158,0.00004296313,0.0001103033,0.00007844718,0.4418963],"genre_scores_gemma":[0.9508732,0.001248577,0.001563298,0.02410195,0.000292436,0.00005608722,0.00003150568,0.00006682193,0.02176609],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01254112,"threshold_uncertainty_score":0.04195422,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7111785186","doi":"","title":"What works in inclusion?","year":2012,"lang":"en","type":"book","venue":"Discovery Research Portal (University of Dundee)","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Inclusion (mineral); Key (lock); Focus (optics); Work (physics); Field (mathematics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.2129232086018527,"gpt":0.4228561216781385,"spread":0.2099329130762858,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02295295,0.0009093799,0.001841621,0.00325442,0.01257517,0.02507932,0.002556759,0.006720694,0.01869762],"category_scores_gemma":[0.05298024,0.0005738214,0.001476816,0.004359364,0.02144943,0.0275858,0.0154319,0.007279168,0.008031189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006793399,"about_ca_system_score_gemma":0.01297669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004308227,"about_ca_topic_score_gemma":0.004679246,"domain_scores_codex":[0.9326395,0.0531212,0.001875931,0.002646664,0.006884535,0.002832219],"domain_scores_gemma":[0.9680283,0.02017175,0.001928948,0.002054292,0.003676394,0.004140317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001162691,0.0003392212,0.005443919,0.00532305,0.0001502425,0.0004403576,0.1195171,0.0001382574,0.0001458079,0.2258572,0.2576626,0.3848661],"study_design_scores_gemma":[0.00003693582,0.0001451322,0.002533996,0.01104043,0.0001012883,0.0004232381,0.06172019,0.0000922785,0.0002809368,0.09567632,0.8278967,0.00005251621],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0104058,0.1310089,0.00468911,0.5025312,0.01833668,0.0002685214,0.0001488872,0.0003617755,0.3322492],"genre_scores_gemma":[0.4081236,0.2060978,0.01259275,0.1921093,0.01444993,0.00230754,0.0006519649,0.0008761219,0.1627911],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02507932,"threshold_uncertainty_score":0.1213882,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3005891257","doi":"","title":"The Slave's Lament: Galerie de L'Uqam, Montréal","year":2017,"lang":"fr","type":"article","venue":"Discovery Research Portal (University of Dundee)","topic":"Public Spaces through Art","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Lament; Art; Literature","authors":[{"name":"Graham Fagen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07179521394152379,"gpt":0.3637834430423112,"spread":0.2919882291007875,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005565719,0.0005700486,0.0003127261,0.0007059271,0.00831059,0.003466336,0.0008023194,0.0008098191,0.1533778],"category_scores_gemma":[0.0007058932,0.0002572771,0.0003914269,0.001240168,0.002293828,0.0006982983,0.001907925,0.001413406,0.00804108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01295281,"about_ca_system_score_gemma":0.01249545,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8558878,"about_ca_topic_score_gemma":0.9608017,"domain_scores_codex":[0.9996641,0.00004381358,0.000002590602,0.00004287524,0.000111807,0.0001348173],"domain_scores_gemma":[0.9997833,0.00002697617,0.000009774072,0.00001692555,0.00005670959,0.0001062413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001262809,0.00003191245,0.002195199,0.0001659916,0.00001854489,0.00084177,0.00813428,0.0002650584,0.001312149,0.02007543,0.9275571,0.03927625],"study_design_scores_gemma":[0.000005518398,0.000006375214,0.005503722,0.00004302193,0.000001379528,0.00005208797,0.001935077,0.00002436444,0.0001285448,0.0002190145,0.9920741,0.000006843561],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0370451,0.0221857,0.0009082943,0.02905518,0.0064205,0.0001793474,0.005062275,0.0007189083,0.8984247],"genre_scores_gemma":[0.112098,0.004276404,0.0005800873,0.001316088,0.0005507051,0.0000425359,0.0005448496,0.0003146883,0.8802767],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1533778,"threshold_uncertainty_score":0.5130999,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2950613088","doi":"","title":"Art-science collaboration in Earth observation: GROW Observatory art residency and commission Drew Hemment, Kasia Molga, Robin Rimbaud, Feimatta Conteh","year":2019,"lang":"en","type":"article","venue":"Discovery Research Portal (University of Dundee)","topic":"Space exploration and regulation","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Future Earth","funders":"","keywords":"Observatory; Commission; Computer science; Astronomy; Political science; Physics; Law","authors":[{"name":"Drew Hemment","is_ca":false},{"name":"Kasia Molga","is_ca":false},{"name":"Robin Rimbaud-Scanner","is_ca":false},{"name":"Mel Woods","is_ca":false},{"name":"Feimatta Conteh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03803836649693186,"gpt":0.3015076606838898,"spread":0.2634692941869579,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01228615,0.000586107,0.0004298011,0.001669132,0.01089397,0.01162572,0.001271269,0.002841564,0.05447121],"category_scores_gemma":[0.01297799,0.0005222109,0.000423034,0.00111998,0.006335639,0.005206633,0.009559092,0.007019483,0.01252169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003157249,"about_ca_system_score_gemma":0.007732969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009053458,"about_ca_topic_score_gemma":0.03811214,"domain_scores_codex":[0.9939191,0.001711167,0.0001368351,0.0008878744,0.002498811,0.0008461199],"domain_scores_gemma":[0.9811048,0.003470498,0.0004396439,0.001289681,0.003206706,0.01048862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004677129,0.00008204924,0.0007229045,0.00007479194,0.000005482204,0.0003324625,0.006189953,0.0001367757,0.000716656,0.01248376,0.9265251,0.0526833],"study_design_scores_gemma":[0.000004981561,0.00001378786,0.0003984097,0.00004258926,0.000001205283,0.0001647508,0.002421783,0.00007669233,0.0001452537,0.001550616,0.9951701,0.000009785389],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01797201,0.01138182,0.01426535,0.5548408,0.03380926,0.0004288068,0.001011645,0.001986177,0.3643042],"genre_scores_gemma":[0.1317487,0.006941485,0.01752833,0.03527103,0.007945719,0.0003689903,0.0007605107,0.003054642,0.7963806],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05447121,"threshold_uncertainty_score":0.1822243,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7111968718","doi":"","title":"Master Rock","year":2019,"lang":"en","type":"other","venue":"Discovery Research Portal (University of Dundee)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Commission; Drama; Newspaper; Studio; Power (physics); Style (visual arts); Craft; The arts","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.07397212795641946,"gpt":0.3062381881421669,"spread":0.2322660601857475,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001220902,0.0009723734,0.0006518051,0.001873078,0.002802113,0.00661634,0.001953146,0.00223849,0.7606615],"category_scores_gemma":[0.004907748,0.0004894863,0.0006240309,0.001572711,0.000871051,0.004924132,0.005095207,0.001728377,0.5519658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001794493,"about_ca_system_score_gemma":0.002371818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005258557,"about_ca_topic_score_gemma":0.01227531,"domain_scores_codex":[0.9982259,0.0001597486,0.00009223682,0.0003915609,0.0008429236,0.0002876701],"domain_scores_gemma":[0.9981691,0.0001828536,0.00007114975,0.0004039205,0.0006880898,0.0004848224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005630939,0.00002203367,0.0002263897,0.0001207581,0.000003262829,0.0001110254,0.0003498249,0.00004525588,0.0004529923,0.01379395,0.8958043,0.08901391],"study_design_scores_gemma":[0.000002312105,0.000005028493,0.0001383001,0.00002507081,6.823275e-7,0.0000461212,0.00008743297,0.00001577928,0.00006134419,0.0005284902,0.9990866,0.000002918432],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009620511,0.0008555117,0.002314851,0.004037931,0.002758472,0.0001362802,0.003667968,0.002566255,0.9827008],"genre_scores_gemma":[0.004922737,0.0005307546,0.001160491,0.001017649,0.0004327353,0.00007625735,0.00234979,0.001118531,0.988391],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7606615,"threshold_uncertainty_score":0.3413873,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2970178739","doi":"","title":"GRC focus on research: age-well innovation workshop series","year":2016,"lang":"en","type":"article","venue":"Discovery Research Portal (University of Dundee)","topic":"Distributed and Parallel Computing Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Focus (optics); Series (stratigraphy); Computer science; Data science; Geology","authors":[{"name":"Mei Lan Fang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.127539114869967,"gpt":0.3341232775803404,"spread":0.2065841627103734,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014364,0.001578941,0.001312813,0.004580969,0.003468074,0.01395333,0.002674547,0.007953446,0.1688069],"category_scores_gemma":[0.009244353,0.0006399369,0.0008592653,0.00348847,0.001685741,0.007731012,0.009075332,0.005280978,0.08792178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005965337,"about_ca_system_score_gemma":0.02574633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005434551,"about_ca_topic_score_gemma":0.01967651,"domain_scores_codex":[0.993076,0.0008349885,0.0002246381,0.0007512944,0.003305667,0.001807432],"domain_scores_gemma":[0.9741046,0.001984558,0.0007664947,0.001333346,0.005877247,0.01593368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001261757,0.00009416888,0.0002519035,0.0001942142,0.000006100046,0.0001128585,0.0001684819,0.00009164064,0.00114547,0.006348416,0.93933,0.05213039],"study_design_scores_gemma":[0.00002460833,0.00005414797,0.0006972434,0.0001131829,0.000005987974,0.00006576676,0.0002869745,0.0001034312,0.001027816,0.001879352,0.9957277,0.00001373856],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01258262,0.04272032,0.01159156,0.2276493,0.09363604,0.00107113,0.009697076,0.003948832,0.5971032],"genre_scores_gemma":[0.04029993,0.01322496,0.006583788,0.0111157,0.008651763,0.0003214717,0.006813305,0.001520982,0.9114681],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1688069,"threshold_uncertainty_score":0.5647153,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7113677661","doi":"","title":"Master Rock: behind the scenes","year":2019,"lang":"en","type":"other","venue":"Discovery Research Portal (University of Dundee)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Drama; Amateur; Power (physics); Irish; EPIC; Quarter (Canadian coin); Sound (geography); Mile","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.07624482272422972,"gpt":0.3062270216541112,"spread":0.2299821989298815,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006184239,0.0006629106,0.0002170795,0.0007051394,0.006578214,0.007233534,0.0006712046,0.001168166,0.1331554],"category_scores_gemma":[0.001601223,0.0002735964,0.0002534104,0.0004860228,0.002274641,0.003461189,0.004059226,0.002326484,0.02668122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002089644,"about_ca_system_score_gemma":0.001074774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01396197,"about_ca_topic_score_gemma":0.05420444,"domain_scores_codex":[0.999332,0.0001356122,0.00001005455,0.00009758883,0.000164255,0.0002605172],"domain_scores_gemma":[0.9995666,0.00005640155,0.00001759094,0.00005207339,0.00006233058,0.0002449278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001581863,0.00005306049,0.0007683609,0.0001086774,0.000005724214,0.0006896843,0.03136482,0.00009666496,0.002076234,0.05953049,0.8508092,0.05433891],"study_design_scores_gemma":[0.000003307131,0.000009933297,0.0004080556,0.00003456933,0.000001175439,0.0001132214,0.009300442,0.00002684998,0.0002058992,0.0006124603,0.9892786,0.000005531287],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01897629,0.0007770688,0.001403347,0.007505262,0.002699079,0.00005677747,0.0007040419,0.0006559695,0.9672222],"genre_scores_gemma":[0.1216311,0.0006417924,0.001208131,0.001620833,0.0008419885,0.00005021712,0.0007668959,0.001099742,0.8721392],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8668446,"threshold_uncertainty_score":0.4454492,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2974851906","doi":"","title":"A’ YE WHA LIVE AND NEVER THINK: Summerhall, Edinburgh","year":2018,"lang":"en","type":"article","venue":"Discovery Research Portal (University of Dundee)","topic":"Scottish History and National Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science","authors":[{"name":"Graham Fagen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08087999250893697,"gpt":0.2863056730202435,"spread":0.2054256805113065,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007562465,0.0007688067,0.0003278536,0.0004829623,0.007837306,0.00448529,0.0009239453,0.001774804,0.3518876],"category_scores_gemma":[0.0007237856,0.0005932381,0.0003839887,0.0008335703,0.00182597,0.002730759,0.002987715,0.002136096,0.09879664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002546048,"about_ca_system_score_gemma":0.0026936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.040363,"about_ca_topic_score_gemma":0.2177197,"domain_scores_codex":[0.9992268,0.00008055088,0.00002076515,0.0001409618,0.0002602799,0.0002707262],"domain_scores_gemma":[0.9991529,0.00005253108,0.00003457316,0.00004275033,0.0001228335,0.0005944424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006441536,0.00004352567,0.0005435344,0.0001297461,0.000003195054,0.0008779792,0.002300797,0.00003138126,0.0005598524,0.001231133,0.9640078,0.03020664],"study_design_scores_gemma":[0.000004788205,0.0000185048,0.001553877,0.00005360596,0.000001098324,0.0001311658,0.002141902,0.00000441313,0.00006144435,0.0001103966,0.995912,0.000006969662],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02115943,0.0234389,0.0007272767,0.05354562,0.02307221,0.0002419937,0.002938309,0.0007892112,0.8740869],"genre_scores_gemma":[0.01341498,0.002262611,0.0002294005,0.001841652,0.0004731304,0.00002619287,0.0001586892,0.0001465509,0.9814469],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3518876,"threshold_uncertainty_score":0.9244536,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7014580092","doi":"","title":"Police occupational culture: New debates and directions","year":2007,"lang":"en","type":"book","venue":"Discovery Research Portal (University of Dundee)","topic":"Policing Practices and Perceptions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Police science; Police brutality; Criminal justice; Criminal justice ethics; Community policing; Corporate governance; Organizational culture; Identity (music); Culture change","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1241456272097976,"gpt":0.4159844145543272,"spread":0.2918387873445297,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02152565,0.001147033,0.00245922,0.005023509,0.0111117,0.03323752,0.004464402,0.01765516,0.01076874],"category_scores_gemma":[0.01798525,0.0009070172,0.0009978215,0.01026736,0.07700361,0.07415269,0.01426313,0.02091311,0.0015684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0149163,"about_ca_system_score_gemma":0.01176906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009074315,"about_ca_topic_score_gemma":0.007468306,"domain_scores_codex":[0.9860762,0.008483758,0.0005977113,0.001201415,0.002053731,0.00158728],"domain_scores_gemma":[0.9642674,0.02676488,0.001359397,0.001564509,0.003284641,0.002759061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004709739,0.0001107669,0.0005842203,0.001054659,0.00001781072,0.0001927146,0.0336035,0.0002023374,0.00007903593,0.8390432,0.0657079,0.05935678],"study_design_scores_gemma":[0.00001906952,0.00003960527,0.0009000992,0.003978105,0.00001075739,0.0003043355,0.1356426,0.0003546629,0.00006988737,0.347677,0.5109453,0.00005859614],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004333769,0.345094,0.001158967,0.6053758,0.01240312,0.00001180122,0.00006017126,0.00002998977,0.03153241],"genre_scores_gemma":[0.2286842,0.5810819,0.002685563,0.1287919,0.04428677,0.0001560686,0.0001439366,0.0001349886,0.01403474],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03323752,"threshold_uncertainty_score":0.1138399,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7112287168","doi":"","title":"extratextual:group exhibition featuring 'Master Rock', Contemporary Calgary, Canada.","year":2017,"lang":"en","type":"other","venue":"Discovery Research Portal (University of Dundee)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Exhibition; Narrative; Textuality; Contemporary art","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.07982476439762917,"gpt":0.2894643029699712,"spread":0.209639538572342,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007946811,0.0009250635,0.0003935035,0.001310698,0.01224786,0.00360017,0.001479087,0.0009892465,0.1222627],"category_scores_gemma":[0.0009237516,0.0004013462,0.0003888432,0.00187945,0.002692253,0.0009927223,0.00524508,0.001847767,0.01141996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008782018,"about_ca_system_score_gemma":0.01328587,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7316705,"about_ca_topic_score_gemma":0.9616064,"domain_scores_codex":[0.9994153,0.00006337843,0.000006049132,0.00007172395,0.0001804034,0.0002631218],"domain_scores_gemma":[0.9990528,0.00005977062,0.00002375351,0.00008642485,0.0001710519,0.0006063067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004752231,0.0001745518,0.003741716,0.0003191261,0.00003055815,0.001729742,0.05068309,0.0004397556,0.003148549,0.005134417,0.8679601,0.0661631],"study_design_scores_gemma":[0.00002089895,0.00003622207,0.01368709,0.00009175005,0.000005554754,0.0001189182,0.02555332,0.0000735817,0.0003209937,0.0002756685,0.9597982,0.00001777333],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1374744,0.002740935,0.001516501,0.0060291,0.003041015,0.0005218017,0.01453524,0.001383676,0.8327573],"genre_scores_gemma":[0.1686303,0.001012345,0.002006321,0.0004753934,0.0002673007,0.0001988141,0.005419392,0.0006929737,0.8212971],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2683295,"threshold_uncertainty_score":0.5398195,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2945883691","doi":"","title":"An examination of select science curricula from Europe, Africa, and North America.","year":2018,"lang":"en","type":"article","venue":"Discovery Research Portal (University of Dundee)","topic":"Science Education and Pedagogy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Curriculum; Political science; Geography; History; Law","authors":[{"name":"Samia Khan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09990574724318284,"gpt":0.3880477852035716,"spread":0.2881420379603888,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002508427,0.0004139908,0.0003194855,0.008925507,0.002170044,0.002078605,0.0004094008,0.0004274799,0.005034678],"category_scores_gemma":[0.01003861,0.0002551966,0.0002557466,0.01132844,0.0005328635,0.001994302,0.003273843,0.0006265517,0.0006318878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002033077,"about_ca_system_score_gemma":0.008798407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01212569,"about_ca_topic_score_gemma":0.05682353,"domain_scores_codex":[0.998288,0.0002009198,0.0002042833,0.0001272973,0.000907032,0.000272376],"domain_scores_gemma":[0.9945268,0.000969707,0.0009686419,0.0001285045,0.002344752,0.001061677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000163525,0.0003930431,0.1618628,0.001349451,0.00006408601,0.0004772614,0.02442842,0.0002303191,0.003975826,0.005458473,0.05315656,0.7484403],"study_design_scores_gemma":[0.00002637115,0.0002402861,0.6913901,0.002204721,0.00004267597,0.0005112218,0.0483317,0.00010955,0.002110726,0.001310633,0.2536921,0.00002983346],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.787168,0.0258764,0.002120613,0.01333794,0.0006598828,0.0005439374,0.003761505,0.0001217835,0.1664099],"genre_scores_gemma":[0.9276339,0.0220538,0.006309723,0.003203637,0.0001475688,0.0005469754,0.004527456,0.00008908179,0.03548798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01212569,"threshold_uncertainty_score":0.02411026,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3012549259","doi":"","title":"Confluence: Tradition in Contemporary Art, George Segal Gallery, Montclair State University, New Jersey, USA","year":2019,"lang":"en","type":"article","venue":"Discovery Research Portal (University of Dundee)","topic":"Art, Politics, and Modernism","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"George (robot); Confluence; State (computer science); Art history; State of art; Art; Computer science; Programming language; Data science","authors":[{"name":"Xu Sheng","is_ca":false},{"name":"Mary Modeen","is_ca":false},{"name":"Kevin Li","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1105532113748305,"gpt":0.283916705502319,"spread":0.1733634941274885,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001617202,0.0007620964,0.0006535813,0.002124267,0.008131393,0.009894592,0.00136786,0.002385325,0.08644428],"category_scores_gemma":[0.002555168,0.0006647108,0.0004746154,0.003108293,0.003828075,0.008053405,0.006668552,0.007701322,0.02063904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005070079,"about_ca_system_score_gemma":0.005484073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04760467,"about_ca_topic_score_gemma":0.1412648,"domain_scores_codex":[0.9987197,0.0002854994,0.00005942133,0.0002387961,0.0005687437,0.0001278816],"domain_scores_gemma":[0.9974766,0.0008097927,0.00007124116,0.0001673038,0.0007657006,0.0007093666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007814839,0.00002087506,0.000112413,0.00008333634,0.000002038685,0.00008271014,0.001526761,0.00002871733,0.00009886682,0.01426901,0.9466068,0.03716073],"study_design_scores_gemma":[0.00000257869,0.000003402462,0.0004235164,0.000201477,0.000001818959,0.0000799912,0.001719012,0.00003462435,0.00004605971,0.002742371,0.9947391,0.000005993468],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002053821,0.1278465,0.001655242,0.2162194,0.01342864,0.00006507519,0.0005536468,0.0007786187,0.637399],"genre_scores_gemma":[0.02246937,0.09505511,0.003090167,0.01368143,0.00934778,0.0001437529,0.0005572258,0.0008548858,0.8548003],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08644428,"threshold_uncertainty_score":0.2891849,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7112631663","doi":"","title":"EpiGeneScapes I-IV & Drawn for Thought Folio:Dyscorpia Exhibition, Edmonton, Canada","year":2019,"lang":"en","type":"other","venue":"Discovery Research Portal (University of Dundee)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Exhibition; Order (exchange); Period (music); Sound (geography)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04255812338108231,"gpt":0.2962816711794335,"spread":0.2537235477983513,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004857803,0.0009941213,0.0004688274,0.001390878,0.004833819,0.006967088,0.0008900766,0.00124643,0.596426],"category_scores_gemma":[0.0009807878,0.0005069519,0.0005464564,0.001997968,0.001188174,0.001548342,0.002407889,0.002180591,0.2381675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009086892,"about_ca_system_score_gemma":0.01189949,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5029093,"about_ca_topic_score_gemma":0.8385998,"domain_scores_codex":[0.9996381,0.00001820653,0.000006611265,0.00005138682,0.000180173,0.0001055286],"domain_scores_gemma":[0.9993128,0.00004630353,0.00001235838,0.00005759733,0.0002847254,0.0002862324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002565279,0.000008501341,0.0001333403,0.00006797141,0.00000237274,0.00009380089,0.000212521,0.0000769672,0.0004841863,0.006281102,0.9657683,0.02684529],"study_design_scores_gemma":[0.000001957183,0.000002128644,0.0005556603,0.00004384465,0.000001128803,0.00002651164,0.0001814823,0.00002323452,0.0001234409,0.0004406182,0.9985942,0.000005637368],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009698064,0.002678033,0.00138843,0.002866957,0.002265773,0.00006603116,0.006592238,0.001552881,0.9816198],"genre_scores_gemma":[0.002130067,0.001131997,0.0009095149,0.0002289201,0.00006148181,0.00001941857,0.001783773,0.0006974637,0.9930374],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.596426,"threshold_uncertainty_score":0.9999641,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7112382258","doi":"","title":"Bob & Sink:Group Exhibition, Aesthetica Art Prize, York Art Gallery","year":2020,"lang":"en","type":"other","venue":"Discovery Research Portal (University of Dundee)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Exhibition; Sculpture; Performance art; Art gallery; Modern art; Garcia","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0555595779740471,"gpt":0.2895535438890576,"spread":0.2339939659150105,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001028955,0.001203786,0.0005538234,0.001060385,0.003952613,0.006530476,0.001029278,0.001774648,0.779301],"category_scores_gemma":[0.001830602,0.0005799698,0.0006458607,0.001278304,0.0006724701,0.00298508,0.003798273,0.00247072,0.5300906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001951656,"about_ca_system_score_gemma":0.002386436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01805709,"about_ca_topic_score_gemma":0.07083371,"domain_scores_codex":[0.9994258,0.00004440299,0.00001808447,0.00009447475,0.0003064367,0.000110857],"domain_scores_gemma":[0.9990221,0.00007818004,0.00004110254,0.00009470039,0.0003984093,0.0003655668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001620385,0.0000060428,0.00002577717,0.00003393211,8.805409e-7,0.00001767867,0.00002107976,0.000005974387,0.00009603117,0.0002707977,0.9943736,0.005132077],"study_design_scores_gemma":[0.000003321305,0.000005321733,0.0003630794,0.00002685826,6.056985e-7,0.00001137029,0.00006656763,0.000006794497,0.00004357444,0.00004708142,0.9994218,0.000003663602],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000921104,0.002899233,0.0003989954,0.004181751,0.01317994,0.0003497591,0.004884523,0.001533904,0.9716509],"genre_scores_gemma":[0.0009754887,0.0004473575,0.0001405852,0.0003055899,0.0004044046,0.00008053122,0.0009432624,0.0003857106,0.996317],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.779301,"threshold_uncertainty_score":0.3148003,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7112395070","doi":"","title":"Getting okay with not being ok, that things are not okay (screening):at Pitzer College, Canada","year":2024,"lang":"en","type":"other","venue":"Discovery Research Portal (University of Dundee)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Precarity; Happening; Lightness; Work (physics); Order (exchange)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04311688305279836,"gpt":0.2673078179745466,"spread":0.2241909349217482,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001447161,0.0005426469,0.0005831582,0.001111767,0.01020392,0.007167473,0.001383107,0.002325565,0.3665611],"category_scores_gemma":[0.003836791,0.0005685943,0.0004476407,0.001879058,0.00242038,0.002200828,0.003024809,0.002370954,0.1080491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02014947,"about_ca_system_score_gemma":0.05007495,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.832288,"about_ca_topic_score_gemma":0.9714203,"domain_scores_codex":[0.998453,0.0001169324,0.00002456367,0.000139662,0.0007725728,0.000493207],"domain_scores_gemma":[0.9939009,0.0004428341,0.00008894123,0.0001508374,0.001776095,0.003640371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00001684009,0.00001431169,0.0002979664,0.00004945571,0.000001095617,0.00009467361,0.0006952216,0.00002333377,0.0001122398,0.001278796,0.9800342,0.01738192],"study_design_scores_gemma":[0.000007868404,0.000007555462,0.001580405,0.0000899138,0.000002029456,0.00005645695,0.001643402,0.00004146925,0.0001523633,0.0007431041,0.9956596,0.00001583254],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003507651,0.00355241,0.001779438,0.04069777,0.001706429,0.0002456757,0.01389028,0.002872819,0.9317474],"genre_scores_gemma":[0.008432979,0.001266285,0.001359898,0.003679827,0.00009958333,0.00005488668,0.001756306,0.001078358,0.9822719],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3665611,"threshold_uncertainty_score":0.9035238,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2971161134","doi":"","title":"Kiwanis Tower Project - Research Update: Our Place, Our Space: Resident Stories and Place Priorities","year":2016,"lang":"en","type":"article","venue":"Discovery Research Portal (University of Dundee)","topic":"Urban, Neighborhood, and Segregation Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Tower; Space (punctuation); Architectural engineering; Sense of place; Sociology; Computer science; Geography; Engineering; Archaeology; Social science","authors":[{"name":"Mei Lan Fang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1193579010836303,"gpt":0.3990444041186046,"spread":0.2796865030349743,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03214402,0.001026535,0.001813282,0.009720669,0.005801971,0.01106204,0.00521567,0.00428403,0.04545172],"category_scores_gemma":[0.04500115,0.001066151,0.001138646,0.01530968,0.001290103,0.008052262,0.01068442,0.00437519,0.01934392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008568193,"about_ca_system_score_gemma":0.04136187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1302932,"about_ca_topic_score_gemma":0.334854,"domain_scores_codex":[0.992109,0.002229177,0.001167037,0.000360556,0.003084574,0.001049678],"domain_scores_gemma":[0.9318101,0.01504602,0.003024273,0.002900554,0.03583492,0.01138408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001403516,0.0001153958,0.005842745,0.001530696,0.00002926563,0.00009035312,0.003269407,0.00002924861,0.00005999886,0.001254279,0.8878758,0.09976252],"study_design_scores_gemma":[0.00008553027,0.00007208364,0.0174556,0.00422232,0.0001330771,0.00009663645,0.01658993,0.00002816782,0.0002100715,0.00114475,0.9598984,0.00006346186],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0430324,0.0644421,0.004197194,0.2760589,0.03893203,0.003898784,0.3122276,0.001627132,0.2555839],"genre_scores_gemma":[0.1291801,0.1180035,0.0367888,0.04455317,0.008237925,0.01845846,0.3586348,0.002582484,0.2835608],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1302932,"threshold_uncertainty_score":0.2590696,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7112119366","doi":"","title":"Master Rock","year":2019,"lang":"en","type":"other","venue":"Discovery Research Portal (University of Dundee)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Commission; Drama; Newspaper; Studio; Power (physics); Style (visual arts); Craft; The arts","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.07397212795641946,"gpt":0.3062381881421669,"spread":0.2322660601857475,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001220902,0.0009723734,0.0006518051,0.001873078,0.002802113,0.00661634,0.001953146,0.00223849,0.7606615],"category_scores_gemma":[0.004907748,0.0004894863,0.0006240309,0.001572711,0.000871051,0.004924132,0.005095207,0.001728377,0.5519658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001794493,"about_ca_system_score_gemma":0.002371818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005258557,"about_ca_topic_score_gemma":0.01227531,"domain_scores_codex":[0.9982259,0.0001597486,0.00009223682,0.0003915609,0.0008429236,0.0002876701],"domain_scores_gemma":[0.9981691,0.0001828536,0.00007114975,0.0004039205,0.0006880898,0.0004848224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005630939,0.00002203367,0.0002263897,0.0001207581,0.000003262829,0.0001110254,0.0003498249,0.00004525588,0.0004529923,0.01379395,0.8958043,0.08901391],"study_design_scores_gemma":[0.000002312105,0.000005028493,0.0001383001,0.00002507081,6.823275e-7,0.0000461212,0.00008743297,0.00001577928,0.00006134419,0.0005284902,0.9990866,0.000002918432],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009620511,0.0008555117,0.002314851,0.004037931,0.002758472,0.0001362802,0.003667968,0.002566255,0.9827008],"genre_scores_gemma":[0.004922737,0.0005307546,0.001160491,0.001017649,0.0004327353,0.00007625735,0.00234979,0.001118531,0.988391],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2393385,"threshold_uncertainty_score":0.3413873,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7112378218","doi":"","title":"Spatial Configurations for Living North of Normal","year":2019,"lang":"en","type":"other","venue":"Discovery Research Portal (University of Dundee)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Circumpolar star; Exhibition; Scale (ratio); Space (punctuation); Series (stratigraphy)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04893540984772852,"gpt":0.3037380152334994,"spread":0.2548026053857708,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007707392,0.000295703,0.0002095424,0.0006851327,0.006277283,0.006947594,0.0006347506,0.0009946722,0.05677461],"category_scores_gemma":[0.001700451,0.0002208374,0.0002062924,0.0010353,0.007417938,0.004068197,0.004988604,0.001398892,0.008854529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004339078,"about_ca_system_score_gemma":0.002865936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03141488,"about_ca_topic_score_gemma":0.0679511,"domain_scores_codex":[0.9990376,0.0003359862,0.00003521429,0.0001750578,0.0002158493,0.0002002551],"domain_scores_gemma":[0.999337,0.00006301746,0.00005634516,0.0001299744,0.0001817426,0.0002318804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001915417,0.000007052846,0.0003875224,0.00002005394,0.000001828395,0.00005621933,0.005164918,0.0001810003,0.0001275739,0.9325527,0.04925357,0.01222845],"study_design_scores_gemma":[0.0000085823,0.000008365761,0.00189025,0.00007189155,0.000003585539,0.0001742515,0.01122736,0.0001827002,0.0001433805,0.2177783,0.7684888,0.00002255103],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01120915,0.0005227804,0.004274897,0.004802578,0.0003685458,0.00001557461,0.0003260011,0.0001600221,0.9783205],"genre_scores_gemma":[0.6659197,0.00121771,0.0132832,0.001229997,0.000210036,0.0001583038,0.001368291,0.000576633,0.3160362],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05677461,"threshold_uncertainty_score":0.18993,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7113089100","doi":"","title":"Competitiveness, regulatory quality and mining-environmental public administration:The Canadian experience","year":2022,"lang":"es","type":"article","venue":"Discovery Research Portal (University of Dundee)","topic":"Administrative Law and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Context (archaeology); Quality (philosophy); Public policy; Legislation; Legislature","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0927067708457672,"gpt":0.3583817954262232,"spread":0.265675024580456,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006164637,0.0003674505,0.0007047991,0.002359279,0.03361403,0.01299227,0.001838788,0.002893536,0.01066047],"category_scores_gemma":[0.009966824,0.0004727156,0.0005451932,0.008419249,0.01474363,0.003150606,0.005135685,0.003586967,0.0005401753],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.2170248,"about_ca_system_score_gemma":0.3329054,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9966156,"about_ca_topic_score_gemma":0.9988123,"domain_scores_codex":[0.9888017,0.00143764,0.0002252221,0.0006335307,0.004938054,0.003963797],"domain_scores_gemma":[0.9912048,0.001881754,0.0005652474,0.0003709374,0.003066904,0.002910323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0003120351,0.0004107585,0.05956158,0.0004701685,0.00008737804,0.001595301,0.2708135,0.002273186,0.001512573,0.4660368,0.08294228,0.1139844],"study_design_scores_gemma":[0.00003824892,0.00008289365,0.07627217,0.0002776178,0.00004175372,0.0002173332,0.2186554,0.0007006967,0.0006756585,0.005675008,0.697203,0.0001601878],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5114288,0.006817928,0.001044885,0.0878846,0.00027853,0.0001006896,0.0006339391,0.00007195689,0.3917386],"genre_scores_gemma":[0.9291913,0.004217995,0.0003861994,0.002433065,0.00003037427,0.0000203561,0.000163358,0.00004618855,0.06351122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7829752,"threshold_uncertainty_score":0.9081403,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7112035038","doi":"","title":"The Social and Political Roles of National Accounting:Greening the Accounts","year":2000,"lang":"en","type":"book-chapter","venue":"Discovery Research Portal (University of Dundee)","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"National accounts; Environmental accounting; Politics; National Income and Product Accounts; Process (computing); Social accounting; Green economy","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03398365694576675,"gpt":0.2794150683853653,"spread":0.2454314114395986,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006815075,0.0003060595,0.0002590513,0.0009397496,0.002520525,0.007161755,0.0005148229,0.001065275,0.00746432],"category_scores_gemma":[0.001520374,0.0001905061,0.0001710935,0.002248094,0.002906942,0.006898103,0.001379823,0.002442826,0.00167552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004950651,"about_ca_system_score_gemma":0.003265934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006374359,"about_ca_topic_score_gemma":0.01466165,"domain_scores_codex":[0.9994733,0.0001899519,0.00001975126,0.0000421505,0.0002130589,0.00006184936],"domain_scores_gemma":[0.9994465,0.0003163546,0.00002957227,0.00004539483,0.0001230724,0.00003915542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000004210298,0.000007199527,0.00008074551,0.00005298365,0.000001332465,0.0000351478,0.00238337,0.000196164,0.00005876697,0.8523589,0.09806468,0.04675642],"study_design_scores_gemma":[4.370375e-7,0.000001711881,0.0001216878,0.0001042368,8.039439e-7,0.00002890557,0.0007043349,0.0001420831,0.00005932249,0.0618294,0.9370035,0.000003609926],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003100034,0.02780665,0.00536186,0.014606,0.002570197,0.00002385182,0.00006448357,0.00008198921,0.946385],"genre_scores_gemma":[0.1052439,0.03286152,0.00636047,0.004649655,0.00137912,0.00007801175,0.0001807442,0.0002065083,0.8490399],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00746432,"threshold_uncertainty_score":0.03591973,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7112842951","doi":"","title":"Der Gedankensrich—Die Kehrseite des absoluten Wissens","year":2023,"lang":"de","type":"book","venue":"Discovery Research Portal (University of Dundee)","topic":"Philosophy and Historical Thought","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Argument (complex analysis); Absolute (philosophy); Criticism; Subject (documents)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1638818452022245,"gpt":0.3001298823840142,"spread":0.1362480371817897,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00151772,0.0004701584,0.0003172555,0.001048201,0.002638336,0.005198314,0.0004691538,0.001797358,0.007050487],"category_scores_gemma":[0.001902173,0.0003003969,0.000248794,0.00079751,0.01987322,0.008941233,0.002619013,0.00504784,0.002869517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003132235,"about_ca_system_score_gemma":0.0033658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005189939,"about_ca_topic_score_gemma":0.01010359,"domain_scores_codex":[0.9992151,0.000340717,0.00002473985,0.0001167918,0.0002147472,0.00008775674],"domain_scores_gemma":[0.9993663,0.0003418143,0.00003571208,0.0001064349,0.00009467478,0.00005495683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00000433474,0.000002456757,0.00001707381,0.00001303732,0.000001046875,0.00001242855,0.001098801,0.00003160948,0.00004103923,0.9771682,0.01824499,0.003364895],"study_design_scores_gemma":[0.000004936446,0.00000641587,0.00009694712,0.00008422647,0.000002078695,0.00009074731,0.0008221956,0.0001177905,0.0001608582,0.5679511,0.4306568,0.000005921115],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005447355,0.0250909,0.01376247,0.0367146,0.001700123,0.00002264353,0.0001276772,0.0001356073,0.9169985],"genre_scores_gemma":[0.2786879,0.009345815,0.005780382,0.01011789,0.001029321,0.00007486744,0.0001651375,0.0002530729,0.6945456],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007050487,"threshold_uncertainty_score":0.02358621,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7113468461","doi":"","title":"VIEWPOINT:screening programme at the SSA Annual Exhibition, Maclaurin Gallery, Ayr","year":2023,"lang":"en","type":"other","venue":"Discovery Research Portal (University of Dundee)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Exhibition; Work (physics); Variety (cybernetics); Image (mathematics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.07202792929757267,"gpt":0.3159469792270931,"spread":0.2439190499295205,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009140056,0.0008622429,0.0005106897,0.001171993,0.003347255,0.00534716,0.0008060406,0.001503671,0.8070163],"category_scores_gemma":[0.002349603,0.0003593798,0.0006838011,0.001085477,0.000532479,0.00196831,0.003420821,0.001711993,0.5230588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001362343,"about_ca_system_score_gemma":0.001127455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007781464,"about_ca_topic_score_gemma":0.03503799,"domain_scores_codex":[0.9994519,0.00006377201,0.00001226762,0.00006620232,0.0002564882,0.0001492489],"domain_scores_gemma":[0.9980451,0.0001856522,0.00007690436,0.0001575827,0.0007372423,0.0007975459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003393443,0.00001235625,0.00008663387,0.00004680992,0.000001274467,0.00006595241,0.0001061564,0.000006157552,0.0002124439,0.0002357009,0.9935306,0.005662111],"study_design_scores_gemma":[0.000009049329,0.00002601912,0.001589334,0.00005415862,0.000001764067,0.00005576846,0.0003593525,0.00001261565,0.0001155559,0.00007500817,0.9976947,0.000006680765],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002974686,0.0009111355,0.00052759,0.005263167,0.007559744,0.0004444387,0.009050647,0.003201537,0.9700671],"genre_scores_gemma":[0.006066921,0.0004255351,0.000410703,0.0008187731,0.001122048,0.000148859,0.002542686,0.00106563,0.9873987],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8070163,"threshold_uncertainty_score":0.2752678,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2972719440","doi":"","title":"Programme, Function and Fabrication: Exhibiting the Domestic Interior","year":2013,"lang":"en","type":"article","venue":"Discovery Research Portal (University of Dundee)","topic":"Architecture, Design, and Social History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Function (biology); Computer science","authors":[{"name":"Andrew Milligan","is_ca":false},{"name":"Helen O'Connor","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05322844426760837,"gpt":0.2614639451100111,"spread":0.2082355008424028,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001485806,0.0003691243,0.0001896525,0.0005595053,0.005147995,0.007329173,0.0006470119,0.00125804,0.008856848],"category_scores_gemma":[0.001487505,0.0002576451,0.0003274997,0.0007413653,0.0185946,0.004872376,0.005597917,0.002250836,0.0008576215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002146196,"about_ca_system_score_gemma":0.001617896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002525594,"about_ca_topic_score_gemma":0.007368974,"domain_scores_codex":[0.9986371,0.0009587083,0.00001613271,0.00008699689,0.0001188948,0.0001820605],"domain_scores_gemma":[0.999592,0.0001884348,0.00002599179,0.000068479,0.00002682418,0.00009825003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000523187,0.00005388268,0.001250294,0.0001717111,0.00000628799,0.0007419047,0.3588652,0.0003528082,0.001395162,0.5266262,0.04197906,0.0685052],"study_design_scores_gemma":[0.000009844265,0.00006177454,0.002944922,0.0002507009,0.000008221207,0.001302401,0.1304041,0.0002009921,0.000852805,0.01946846,0.8444764,0.00001934105],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0815609,0.004644431,0.01221373,0.006407775,0.0004326803,0.00004846005,0.00004423409,0.0001692075,0.8944786],"genre_scores_gemma":[0.8540773,0.002506405,0.006521986,0.001191237,0.0001251656,0.0001037202,0.00005350176,0.0001764779,0.1352443],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008856848,"threshold_uncertainty_score":0.02962917,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7113606623","doi":"","title":"Correction Lines:Printed Matter (Group Exhibition), The Strzemiński Academy of Fine Arts Łódź, Poland","year":2019,"lang":"en","type":"other","venue":"Discovery Research Portal (University of Dundee)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Exhibition; Fine art; Printmaking; Folio; Art school; The arts","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04774215048469294,"gpt":0.3118150315812168,"spread":0.2640728810965239,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001173896,0.001153359,0.0005961958,0.002599196,0.003165926,0.006592248,0.001389358,0.002846956,0.4990363],"category_scores_gemma":[0.02260146,0.0005650212,0.0005392866,0.002501398,0.001020686,0.00286603,0.001897275,0.004113149,0.3298746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00312327,"about_ca_system_score_gemma":0.003058291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01889838,"about_ca_topic_score_gemma":0.02831171,"domain_scores_codex":[0.9975309,0.0001680867,0.0002302901,0.0002981427,0.00153788,0.0002346205],"domain_scores_gemma":[0.9864163,0.001165605,0.0005048074,0.001281679,0.009892867,0.0007386496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007672302,0.000001868921,0.00001661965,0.00001694796,4.175197e-7,0.00001297334,0.0000075075,0.000007301515,0.00001473659,0.0004856609,0.9952508,0.004177503],"study_design_scores_gemma":[0.000003383778,0.000003697162,0.0002092368,0.00004606283,8.692723e-7,0.00003396771,0.00004658421,0.00002268911,0.00005732163,0.0001752136,0.9993966,0.000004379866],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0009511589,0.001502541,0.001153462,0.06564179,0.4830891,0.0002790067,0.01059196,0.003936486,0.4328544],"genre_scores_gemma":[0.003699673,0.0007637706,0.0008769907,0.00417998,0.007383753,0.0001092384,0.002771243,0.001097901,0.9791175],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4990363,"threshold_uncertainty_score":0.714564,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7112346326","doi":"","title":"Glasstress 2017","year":2017,"lang":"en","type":"other","venue":"Discovery Research Portal (University of Dundee)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Suite; Period (music); Context (archaeology); Work (physics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.09810528387177972,"gpt":0.3577398555429704,"spread":0.2596345716711908,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001359087,0.001393557,0.0009818858,0.00269838,0.002892366,0.009878116,0.001936602,0.002371137,0.8263887],"category_scores_gemma":[0.003852526,0.0006366525,0.001093222,0.002163027,0.00106321,0.004302849,0.004123747,0.002247452,0.7884891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004088417,"about_ca_system_score_gemma":0.003732245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02397874,"about_ca_topic_score_gemma":0.0612386,"domain_scores_codex":[0.9984123,0.0001175964,0.00005854782,0.0002224206,0.0009036673,0.0002854129],"domain_scores_gemma":[0.9973813,0.0001675915,0.0001067606,0.0005148033,0.001119147,0.0007104016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003221922,0.000007604616,0.00003699956,0.00007938442,0.000001981009,0.00003157538,0.00002509257,0.00003776048,0.00021724,0.002661994,0.98001,0.01685813],"study_design_scores_gemma":[0.000003160152,0.000005766571,0.0001102168,0.00004842753,6.675539e-7,0.00001814398,0.00002464286,0.00001891076,0.0001211944,0.0004032195,0.999241,0.000004669907],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002571732,0.001248037,0.0009111504,0.001068271,0.003047693,0.0001316929,0.008465948,0.00398032,0.9808898],"genre_scores_gemma":[0.0009223247,0.0004490869,0.0002221921,0.0002344863,0.0002374758,0.00004211411,0.004251961,0.001981409,0.9916589],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8263887,"threshold_uncertainty_score":0.2476354,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}