{"meta":{"query_hash":"4cdbeaea940f","filters":{"venue":"University of Salford Institutional Repository (University of Salford)"},"cohort_total":28,"direct_labels_cover":0,"predictions_cover":28,"exported":28,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/4cdbeaea940f","api":"https://metacan.xera.ac/api/v1/cohort?venue=University+of+Salford+Institutional+Repository+%28University+of+Salford%29"},"results":[{"id":"W1502373760","doi":"","title":"What's left of the Italian left","year":2009,"lang":"en","type":"article","venue":"University of Salford Institutional Repository (University of Salford)","topic":"Electoral Systems and Political Participation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Left behind; New Left; No child left behind; Medicine; Political science; Politics; Law","score_opus":0.01857253595964889,"score_gpt":0.2375653707295552,"score_spread":0.2189928347699063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1502373760","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01650105,0.009577296,0.00027085174,0.57379204,0.00367963,0.000009296989,0.0004695729,0.000056581754,0.39564365],"genre_scores_gemma":[0.65157646,0.006995996,0.00037260182,0.12245212,0.008702673,0.00005724223,0.0006252613,0.00030007205,0.20891756],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.996802,0.00083399605,0.00004728394,0.00034176817,0.00047895926,0.001495955],"domain_scores_gemma":[0.9975508,0.0004664886,0.0001926353,0.00038872266,0.0005313538,0.00087008777],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033708953,0.00026205188,0.0006072295,0.0010845042,0.0070972955,0.007882242,0.00076191156,0.0025466126,0.047345348],"category_scores_gemma":[0.0063442755,0.00019847506,0.00048274203,0.0016665617,0.0072732335,0.00685403,0.0025747484,0.003811625,0.010034187],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010348881,0.00003735039,0.0030274007,0.0001301041,0.000016113501,0.00019859613,0.0099229915,0.000036443475,0.00013738222,0.28636286,0.6582883,0.041738987],"study_design_scores_gemma":[0.00001001708,0.000015358195,0.0075699543,0.00037496065,0.0000084943995,0.00011886226,0.008254258,0.000036760866,0.00007311413,0.022254765,0.96126527,0.000018216318],"about_ca_topic_score_codex":0.03874035,"about_ca_topic_score_gemma":0.06433013,"teacher_disagreement_score":0.047345348,"about_ca_system_score_codex":0.006234806,"about_ca_system_score_gemma":0.004095298,"threshold_uncertainty_score":0.15838593},"labels":[],"label_agreement":null},{"id":"W163854784","doi":"","title":"Hydrogen in the UK : regional drivers and differences hydrogen in cities and regions : an international review","year":2010,"lang":"en","type":"book-chapter","venue":"University of Salford Institutional Repository (University of Salford)","topic":"Energy, Environment, and Transportation Policies","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Futures contract; Hydrogen economy; Investment (military); Virtuous circle and vicious circle; Hydrogen technologies; Sustainable development; Policy development; Economics; Environmental economics; Hydrogen fuel; Business; Natural resource economics; Economic system; Industrial organization; Economy; Economic growth; Engineering; Political science; Fuel cells; Economic policy; Finance; Macroeconomics","score_opus":0.016871466513090464,"score_gpt":0.18839882211629322,"score_spread":0.17152735560320276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W163854784","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0028693522,0.98945427,0.00004465062,0.002119129,0.00040086516,0.000007813752,0.0004485144,0.0000058269743,0.0046497225],"genre_scores_gemma":[0.0145074,0.98298347,0.000059569455,0.00048839755,0.00011675052,0.00000888344,0.00032581703,0.0000056123736,0.0015040662],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99960023,0.00006967002,0.00005555717,0.000063807136,0.00014643953,0.00006437429],"domain_scores_gemma":[0.9990483,0.00030967031,0.00019208567,0.000020418194,0.00038296988,0.000046495774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000763516,0.00040085614,0.00068135187,0.0028288015,0.0003169792,0.0023516875,0.00038259634,0.00066275964,0.004317844],"category_scores_gemma":[0.0017997606,0.00029412395,0.00059378706,0.014444899,0.0004800576,0.0015866857,0.00074302277,0.00055130245,0.0006909608],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017650281,0.000049598282,0.022402776,0.037149206,0.00052348996,0.0005205662,0.0024589722,0.0015629516,0.0005792959,0.011075833,0.28915492,0.6343458],"study_design_scores_gemma":[0.000017611172,0.000093407834,0.12905368,0.011883569,0.0006275257,0.0005417145,0.0041871155,0.0001786533,0.00027878955,0.00082169386,0.8522549,0.00006128407],"about_ca_topic_score_codex":0.1188825,"about_ca_topic_score_gemma":0.17138566,"teacher_disagreement_score":0.1188825,"about_ca_system_score_codex":0.0032133746,"about_ca_system_score_gemma":0.0037215038,"threshold_uncertainty_score":0.23638105},"labels":[],"label_agreement":null},{"id":"W1793875192","doi":"","title":"Epic proportions : post-epic verse-novels and postcolonial critique","year":2007,"lang":"fr","type":"dissertation","venue":"University of Salford Institutional Repository (University of Salford)","topic":"Postcolonial and Cultural Literary Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Literature; Poetry; Politics; Identity (music); Postcolonialism (international relations); History; Art; Aesthetics; Sociology; Gender studies; Political science; Law","score_opus":0.009721581809132858,"score_gpt":0.20915553818903482,"score_spread":0.19943395637990197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1793875192","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39797947,0.0039335806,0.005258254,0.012698862,0.001514411,0.0000543253,0.00010959841,0.00008921988,0.5783622],"genre_scores_gemma":[0.9773006,0.0005910912,0.00036824183,0.0005057705,0.00029562676,0.000027850772,0.000038940965,0.00008227246,0.02078967],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950506,0.0032562865,0.00016515494,0.0005155521,0.0005927435,0.00041964764],"domain_scores_gemma":[0.9901078,0.006626037,0.0011019045,0.0010234029,0.000717092,0.00042368573],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0058341776,0.0005227375,0.00035858122,0.0018230798,0.007949041,0.014130661,0.0015403294,0.0017930748,0.0080431225],"category_scores_gemma":[0.013993872,0.0003092973,0.00025243452,0.0015490405,0.029336823,0.008506665,0.0069292644,0.0039449963,0.0006828328],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054869706,0.00003543634,0.00074428867,0.00008100319,0.0000052250416,0.00062559865,0.47487316,0.000060616483,0.00037188642,0.5148357,0.002771521,0.0055406736],"study_design_scores_gemma":[0.000040487314,0.00010296694,0.0042064916,0.0005181311,0.000016659787,0.001023426,0.4002271,0.00046618242,0.002042256,0.074825555,0.51648545,0.000045304136],"about_ca_topic_score_codex":0.0017120831,"about_ca_topic_score_gemma":0.002620794,"teacher_disagreement_score":0.014130661,"about_ca_system_score_codex":0.0048815426,"about_ca_system_score_gemma":0.0015047165,"threshold_uncertainty_score":0.035418272},"labels":[],"label_agreement":null},{"id":"W2594199671","doi":"10.2316/p.2016.848-048","title":"Morphing wing application on Hydra Technologies UAS-S4","year":2017,"lang":"en","type":"article","venue":"University of Salford Institutional Repository (University of Salford)","topic":"Computational Fluid Dynamics and Aerodynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Ministère du Développement Économique, de l’Innovation et de l’Exportation","keywords":"Morphing; Wing; Aerodynamics; Aerospace engineering; Lift coefficient; Lift-to-drag ratio; Cruise; Vortex; Computer science; Airfoil; Computation; Angle of attack; Acoustics; Aeronautics; Control theory (sociology); Marine engineering; Engineering; Physics; Mechanics; Artificial intelligence; Algorithm","score_opus":0.0057383531834933965,"score_gpt":0.16347076948828224,"score_spread":0.15773241630478885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2594199671","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965856,0.0000202502,0.0017591508,0.00002101984,0.000009310673,0.000013026682,0.000080426886,0.00007324536,0.0014379792],"genre_scores_gemma":[0.9967078,0.000018888364,0.0025737882,0.0000053913163,0.0000013748687,0.0000071676423,0.00007480588,0.00001009682,0.0006006466],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99994814,0.000007777697,0.000002706322,0.0000073355986,0.000021218872,0.000012795903],"domain_scores_gemma":[0.9999212,0.000025591982,0.000007982476,0.00001507954,0.000016980142,0.0000132051455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010413594,0.00018863604,0.00022215121,0.00021047668,0.0002840488,0.0001876614,0.00021793369,0.00020974905,0.0010027661],"category_scores_gemma":[0.00017201743,0.00007617865,0.00024679178,0.00013573961,0.00021988501,0.0001528119,0.00033205966,0.00020457184,0.00010898085],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001445996,0.00022852943,0.030302985,0.00030425887,0.0000721685,0.0021705336,0.00060837704,0.22563851,0.6424533,0.0014520383,0.0013972543,0.09392605],"study_design_scores_gemma":[0.000119109325,0.003197357,0.06409607,0.000021634029,0.000052360967,0.00063641334,0.0008506399,0.50091773,0.42144325,0.0005651394,0.008032737,0.00006751044],"about_ca_topic_score_codex":0.0026522472,"about_ca_topic_score_gemma":0.0021096538,"teacher_disagreement_score":0.0026522472,"about_ca_system_score_codex":0.00014537963,"about_ca_system_score_gemma":0.00014704568,"threshold_uncertainty_score":0.0052735806},"labels":[],"label_agreement":null},{"id":"W2621216367","doi":"","title":"Missed Signals? A reply to Mike Bullock and Laurence A. Lyons","year":2018,"lang":"en","type":"article","venue":"University of Salford Institutional Repository (University of Salford)","topic":"Intelligence, Security, War Strategy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Argument (complex analysis); Order (exchange); Law; Spanish Civil War; First world war; Sociology; Telecommunications; History; Political science; Computer science; Ancient history; Medicine; Business","score_opus":0.020307485266935058,"score_gpt":0.2323800469166013,"score_spread":0.21207256164966626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2621216367","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006643218,0.001679165,0.000054862954,0.98985004,0.0077838306,0.0000025157442,0.00001772653,0.0000097889215,0.0005355542],"genre_scores_gemma":[0.0029545384,0.0021617978,0.00018608823,0.97608733,0.015168763,0.00002838891,0.000017254712,0.000052104217,0.0033436855],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98706007,0.00535631,0.0009185747,0.0023374136,0.00346265,0.0008649066],"domain_scores_gemma":[0.9446114,0.03933983,0.0019354614,0.0016883584,0.0089246975,0.0035002052],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.018611364,0.0014531126,0.0024426011,0.0016431904,0.010612393,0.011299405,0.00514738,0.04081373,0.010478318],"category_scores_gemma":[0.08063721,0.0012973512,0.0012508472,0.0023727482,0.013422028,0.019024717,0.0057630185,0.06919491,0.0068024336],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000094306915,0.000006084564,0.000057983318,0.000030434285,0.000004190559,0.000058849484,0.0009094508,0.000012528369,0.000022038335,0.00365834,0.9935102,0.0017204575],"study_design_scores_gemma":[0.00002451732,0.000016411748,0.00045239564,0.0004533804,0.000010157452,0.00026471663,0.006274627,0.000094821764,0.00013398577,0.008325855,0.98386025,0.00008884918],"about_ca_topic_score_codex":0.024892423,"about_ca_topic_score_gemma":0.029375406,"teacher_disagreement_score":0.04081373,"about_ca_system_score_codex":0.005775998,"about_ca_system_score_gemma":0.007994898,"threshold_uncertainty_score":0.098427415},"labels":[],"label_agreement":null},{"id":"W2638932678","doi":"","title":"Unsustainable status quo : a new approach to understanding inaction in empty home ownership in the north west of England","year":2015,"lang":"en","type":"book-chapter","venue":"University of Salford Institutional Repository (University of Salford)","topic":"Housing, Finance, and Neoliberalism","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Borough; Quarter (Canadian coin); Economic shortage; Metropolitan area; North west; Context (archaeology); General partnership; Geography; Status quo; Socioeconomics; Unit (ring theory); Economic growth; Business; Political science; Sociology; Psychology; Finance; Economics; Archaeology","score_opus":0.06774336849997993,"score_gpt":0.1913516169205837,"score_spread":0.12360824842060376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2638932678","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5355621,0.06353577,0.014069015,0.07065614,0.0010144525,0.0001331731,0.0003339465,0.000023740296,0.3146716],"genre_scores_gemma":[0.9678744,0.014791954,0.0015441863,0.0025130138,0.00019157898,0.00011556616,0.00008635487,0.000026772981,0.012856168],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9977496,0.0015188731,0.000075285636,0.00017147936,0.000188118,0.0002965309],"domain_scores_gemma":[0.9951852,0.0037427864,0.00052679057,0.00010003462,0.0002345125,0.00021069412],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003941505,0.0004537405,0.00055612513,0.0018843488,0.005612152,0.009985762,0.0016189729,0.0024064872,0.005371743],"category_scores_gemma":[0.0041558864,0.00037887855,0.0002921361,0.0025083488,0.028871544,0.018498324,0.0049213613,0.0040401686,0.00030775834],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000135980945,0.000024326473,0.004748234,0.00015776268,0.000004425416,0.0006539893,0.6363555,0.00010622367,0.000111564295,0.34155223,0.004414767,0.011857399],"study_design_scores_gemma":[0.000004578058,0.000030730072,0.0124521395,0.0011695186,0.0000064703468,0.00047625345,0.80682874,0.000416922,0.00008182956,0.08219865,0.09631123,0.000022891621],"about_ca_topic_score_codex":0.07074399,"about_ca_topic_score_gemma":0.12830889,"teacher_disagreement_score":0.07074399,"about_ca_system_score_codex":0.011201224,"about_ca_system_score_gemma":0.004775637,"threshold_uncertainty_score":0.1406644},"labels":[],"label_agreement":null},{"id":"W2922263937","doi":"","title":"Annoyance from wind turbine noise? Review of wind turbine noise studies of the last two decades","year":2018,"lang":"en","type":"article","venue":"University of Salford Institutional Repository (University of Salford)","topic":"Noise Effects and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Annoyance; Wind power; Turbine; Noise (video); Work (physics); Environmental science; Noise pollution; Roadway noise; Meteorology; Aeronautics; Marine engineering; Engineering; Acoustics; Computer science; Noise reduction; Geography; Aerospace engineering; Electrical engineering; Loudness","score_opus":0.03171061642498465,"score_gpt":0.30275567907401585,"score_spread":0.2710450626490312,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2922263937","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00021805901,0.99917006,0.000021394671,0.00029414127,0.00010632832,0.0000026350817,0.000025538442,7.0536163e-7,0.0001611998],"genre_scores_gemma":[0.0015165672,0.9978751,0.00004285201,0.00031079692,0.00014942893,0.000007854412,0.000026997446,0.0000010399785,0.00006939554],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99724174,0.0006779471,0.00097737,0.00037935603,0.0006365948,0.00008701696],"domain_scores_gemma":[0.98138523,0.0138573395,0.0025547766,0.00018604954,0.0017971395,0.0002194655],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003558356,0.0006256943,0.0022996867,0.0062414217,0.00033066617,0.0021020093,0.0009945214,0.0015693726,0.0031333878],"category_scores_gemma":[0.0114126345,0.00057089655,0.0013549228,0.00848126,0.00096323015,0.0019738164,0.0010640991,0.0012511754,0.0005373056],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024731577,0.00006495673,0.0018106973,0.31532612,0.0010620482,0.00022456638,0.0009787654,0.00018607035,0.0004766486,0.0012717983,0.013900662,0.6644504],"study_design_scores_gemma":[0.00006450367,0.00047887792,0.035299435,0.40317062,0.003429319,0.00301903,0.0027380798,0.000107331805,0.00046963082,0.0013408808,0.5497885,0.000093838775],"about_ca_topic_score_codex":0.004118086,"about_ca_topic_score_gemma":0.009550698,"teacher_disagreement_score":0.0062414217,"about_ca_system_score_codex":0.0015257376,"about_ca_system_score_gemma":0.0038402264,"threshold_uncertainty_score":0.018818617},"labels":[],"label_agreement":null},{"id":"W2952440382","doi":"","title":"The Velvet Sky – in memory of Stephen Duckhouse","year":2019,"lang":"en","type":"dissertation","venue":"University of Salford Institutional Repository (University of Salford)","topic":"Oral History, Memory, Narrative Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Biography; Field (mathematics); Life writing; Creative writing; Sociology; Relation (database); Literature; Visual arts; History; Art history; Art; Computer science","score_opus":0.012704398476187482,"score_gpt":0.17940788343128816,"score_spread":0.16670348495510068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2952440382","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.080500305,0.10591482,0.0049431887,0.6121297,0.020010244,0.00010805486,0.00019174977,0.0003051419,0.17589687],"genre_scores_gemma":[0.70140845,0.037440307,0.0041556754,0.059289258,0.0045976103,0.00010819413,0.000076649754,0.0005215455,0.19240236],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9968522,0.001950424,0.000055028195,0.00035611715,0.0005842208,0.00020201979],"domain_scores_gemma":[0.9948303,0.0024040474,0.00035497293,0.0003096879,0.0012005819,0.00090038026],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029966629,0.0004109349,0.00045395832,0.0007077739,0.008588038,0.0085745705,0.00084958883,0.0017421303,0.003404785],"category_scores_gemma":[0.009959163,0.0002715269,0.00013078189,0.0009779931,0.017694114,0.005940075,0.002506443,0.005482947,0.0009718918],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006255267,0.000040496572,0.0012348009,0.00030820485,0.00001188436,0.0012540482,0.33172312,0.00012876942,0.00074022514,0.12193532,0.51246405,0.030096533],"study_design_scores_gemma":[0.0000050170966,0.000022385748,0.0006174302,0.0004910113,0.0000038414328,0.00090301165,0.106184915,0.000071573406,0.00034579742,0.006583589,0.8847423,0.000029166184],"about_ca_topic_score_codex":0.070815384,"about_ca_topic_score_gemma":0.088525854,"teacher_disagreement_score":0.070815384,"about_ca_system_score_codex":0.0052944035,"about_ca_system_score_gemma":0.0074261725,"threshold_uncertainty_score":0.14080638},"labels":[],"label_agreement":null},{"id":"W3109075746","doi":"","title":"Low frequency sound absorption in a porous material with periodically distributed dead-end pores","year":2015,"lang":"en","type":"preprint","venue":"University of Salford Institutional Repository (University of Salford)","topic":"Acoustic Wave Phenomena Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Materials science; Perforation; Biot number; Porosity; Absorption (acoustics); Porous medium; Sound transmission class; Noise reduction coefficient; Mechanics; Composite material; Acoustics; Optics; Physics","score_opus":0.011831994944241314,"score_gpt":0.1858737114502868,"score_spread":0.1740417165060455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3109075746","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7844722,0.00052444305,0.20602629,0.00018540096,0.00004356254,0.00003249059,0.000059195125,0.00019787299,0.008458457],"genre_scores_gemma":[0.98767066,0.00013631528,0.010745705,0.000013308563,0.0000067067494,0.0000148906465,0.0000137996785,0.00001128145,0.0013873277],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998952,0.000023097833,0.0000039410206,0.000017389197,0.00004408486,0.000016194082],"domain_scores_gemma":[0.9995322,0.0003198722,0.000056711193,0.000030106221,0.00004347203,0.000017639222],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023381569,0.00027575615,0.00031232505,0.0003598344,0.00027943758,0.0006406307,0.00051125546,0.00077974604,0.0004601363],"category_scores_gemma":[0.00086454395,0.0002630632,0.00027306558,0.0002717732,0.0013047763,0.00062534754,0.00033444242,0.0002803705,0.00010100831],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001759926,0.00008194226,0.002037645,0.00021664416,0.000019837345,0.00082039647,0.00019427043,0.82107717,0.1384851,0.028640946,0.00025755854,0.007992469],"study_design_scores_gemma":[0.00001351291,0.00005052096,0.0005656277,0.0000064591445,0.000005500563,0.00012706213,0.00002710143,0.98874986,0.00818572,0.0020369932,0.0002226028,0.000008952868],"about_ca_topic_score_codex":0.0012069931,"about_ca_topic_score_gemma":0.00079512206,"teacher_disagreement_score":0.0012069931,"about_ca_system_score_codex":0.00049415225,"about_ca_system_score_gemma":0.0003871418,"threshold_uncertainty_score":0.0035853386},"labels":[],"label_agreement":null},{"id":"W47665413","doi":"10.4324/9781849774949-14","title":"Hydrogen in Cities and Regions: An International Review","year":2010,"lang":"en","type":"book-chapter","venue":"University of Salford Institutional Repository (University of Salford)","topic":"Energy, Environment, and Transportation Policies","field":"Energy","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Futures contract; Hydrogen economy; Virtuous circle and vicious circle; Investment (military); Sustainable development; Policy development; Hydrogen technologies; Environmental economics; Economics; Business; Economic system; Industrial organization; Natural resource economics; Engineering; Economy; Hydrogen fuel; Political science; Fuel cells; Economic policy; Finance; Macroeconomics","score_opus":0.01301240495944345,"score_gpt":0.1871677656804735,"score_spread":0.17415536072103005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W47665413","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00017520103,0.9961467,0.000033770928,0.00078837684,0.000365567,0.0000039933884,0.00010965023,0.000006085881,0.0023706178],"genre_scores_gemma":[0.0009061586,0.9979327,0.000049866725,0.00020303455,0.000116211275,0.0000034267193,0.00010134234,0.0000022760769,0.00068494666],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99979156,0.000039360657,0.00002675778,0.000031719275,0.00008187241,0.000028707977],"domain_scores_gemma":[0.9996424,0.00010981864,0.0000643657,0.000009576145,0.0001401579,0.000033768843],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005182254,0.0006979154,0.0010573288,0.0034086993,0.00035115995,0.002369369,0.0008262584,0.0010295102,0.008362988],"category_scores_gemma":[0.00076237414,0.00034322095,0.0007134543,0.014958371,0.00046106495,0.0019323416,0.0010231049,0.00096904085,0.0014785476],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006880079,0.00006578643,0.0013043894,0.028628854,0.00023704229,0.000226462,0.00027810576,0.0007890476,0.00028695856,0.0062567475,0.3224471,0.6394107],"study_design_scores_gemma":[0.00000920517,0.000026912083,0.0037628205,0.006254992,0.0001602934,0.00022621707,0.00045803696,0.00006583392,0.00010140341,0.00066332833,0.9882543,0.000016644979],"about_ca_topic_score_codex":0.019905714,"about_ca_topic_score_gemma":0.032581728,"teacher_disagreement_score":0.019905714,"about_ca_system_score_codex":0.0015488422,"about_ca_system_score_gemma":0.0037556547,"threshold_uncertainty_score":0.03957969},"labels":[],"label_agreement":null},{"id":"W55114544","doi":"","title":"Why Networked Learning Matters","year":2011,"lang":"en","type":"article","venue":"University of Salford Institutional Repository (University of Salford)","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Computer science; Networked learning; Psychology; Mathematics education; Educational technology","score_opus":0.035072234906849194,"score_gpt":0.23575121397504298,"score_spread":0.2006789790681938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W55114544","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007981963,0.003373958,0.0009966631,0.66275406,0.002520047,0.000014471024,0.00006492215,0.00010248627,0.32219148],"genre_scores_gemma":[0.4453537,0.005039731,0.001132087,0.2964866,0.004233866,0.0001134145,0.0001244025,0.0004666618,0.24704967],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99452317,0.0020268513,0.0001293007,0.0008106972,0.0016151102,0.00089481636],"domain_scores_gemma":[0.9727911,0.014385044,0.0010810684,0.0021741677,0.005315829,0.004252809],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006182838,0.00024000932,0.0003761601,0.0008792086,0.007924832,0.013877418,0.0010867537,0.0076333373,0.07981613],"category_scores_gemma":[0.03462589,0.00025350854,0.0003011542,0.0008243784,0.012906317,0.019583246,0.004856731,0.008493929,0.014615897],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032695316,0.000059185055,0.002107915,0.000116116,0.000010731597,0.00011094173,0.0046248715,0.00007271643,0.0001536872,0.52327263,0.42637497,0.04306346],"study_design_scores_gemma":[0.000033850767,0.000017039263,0.0027207471,0.0005771737,0.000014196597,0.00014440948,0.009775122,0.00018549371,0.00033703542,0.30885375,0.6773168,0.000024483477],"about_ca_topic_score_codex":0.015365666,"about_ca_topic_score_gemma":0.02321383,"teacher_disagreement_score":0.07981613,"about_ca_system_score_codex":0.0072092176,"about_ca_system_score_gemma":0.006727873,"threshold_uncertainty_score":0.26701158},"labels":[],"label_agreement":null},{"id":"W6906810171","doi":"10.17866/rd.salford.23046356","title":"Session 4: Experience Decolonising across disciplines in postgraduate research and supervision (April 2023)","year":2023,"lang":"en","type":"other","venue":"University of Salford Institutional Repository (University of Salford)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Storytelling; Narrative; Situational ethics; Poetry; Creative writing; Session (web analytics); Orality; Salient","score_opus":0.05317008060201558,"score_gpt":0.3117738572849391,"score_spread":0.25860377668292356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6906810171","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31430155,0.009580496,0.007821964,0.2968499,0.070329346,0.0029568246,0.0017836909,0.0019092223,0.29446703],"genre_scores_gemma":[0.44067305,0.004076739,0.004457158,0.03992074,0.0057878243,0.0023333742,0.00061229867,0.0008149439,0.50132394],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.99078876,0.004810519,0.00021296364,0.0005971426,0.0013828559,0.0022077963],"domain_scores_gemma":[0.9807468,0.0008917243,0.0005756834,0.00045618849,0.0019407572,0.015388775],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.009514461,0.00067399134,0.00084764697,0.00087605976,0.020379547,0.005018813,0.0022940212,0.004322962,0.093269214],"category_scores_gemma":[0.009342266,0.00068817113,0.0009929735,0.0008714421,0.004294967,0.0043969136,0.019976884,0.009402836,0.018684898],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027355296,0.00073907984,0.002990416,0.0007418529,0.000015922524,0.0018159008,0.32657975,0.00009345397,0.0028687697,0.0031355985,0.60280687,0.05793882],"study_design_scores_gemma":[0.000031612653,0.00049255136,0.004536968,0.0003104966,0.0000039901797,0.00080922525,0.2051552,0.000074557356,0.000361599,0.00055866846,0.787618,0.00004723258],"about_ca_topic_score_codex":0.0053886524,"about_ca_topic_score_gemma":0.019767929,"teacher_disagreement_score":0.97962046,"about_ca_system_score_codex":0.003767369,"about_ca_system_score_gemma":0.009127112,"threshold_uncertainty_score":0.3120166},"labels":[],"label_agreement":null},{"id":"W6980071180","doi":"","title":"Artificial intelligence and data mining","year":2016,"lang":"en","type":"other","venue":"University of Salford Institutional Repository (University of Salford)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Exhibition; Culmination; Publication; Quarter (Canadian coin)","score_opus":0.04759912164836304,"score_gpt":0.23960383232689797,"score_spread":0.19200471067853492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980071180","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0059882523,0.30145225,0.52824634,0.037089225,0.0045902445,0.0005838909,0.0038221662,0.0036658414,0.11456179],"genre_scores_gemma":[0.1529232,0.26157346,0.48723885,0.00767521,0.007507839,0.0017253493,0.010836986,0.0010592097,0.06945999],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99124813,0.0035105625,0.00091964286,0.001389267,0.00264732,0.00028500214],"domain_scores_gemma":[0.9866649,0.01002461,0.00043920736,0.0015744056,0.001034106,0.00026276454],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0075549316,0.0013701662,0.0022446455,0.0042375633,0.0011051238,0.00859035,0.0028271326,0.0032184247,0.011275315],"category_scores_gemma":[0.019833911,0.0007926909,0.0012161209,0.010851632,0.0033764665,0.00793006,0.0029365667,0.0038896054,0.0071813883],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000080270795,0.00012581931,0.0025638076,0.003064538,0.00042688477,0.0002686752,0.0005345972,0.009909347,0.0005211205,0.13988696,0.14083911,0.70177895],"study_design_scores_gemma":[0.00003330819,0.000087204935,0.001956236,0.0015890441,0.00007854529,0.000621129,0.00072699,0.030828457,0.0011005686,0.5051851,0.4577196,0.00007371093],"about_ca_topic_score_codex":0.00255529,"about_ca_topic_score_gemma":0.0019999412,"teacher_disagreement_score":0.011275315,"about_ca_system_score_codex":0.0017184239,"about_ca_system_score_gemma":0.0033696888,"threshold_uncertainty_score":0.03995478},"labels":[],"label_agreement":null},{"id":"W6991197790","doi":"","title":"Exploring the modes of internationalization :
\\nthe case of UK Business Schools","year":2006,"lang":"en","type":"article","venue":"University of Salford Institutional Repository (University of Salford)","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Internationalization; Order (exchange); Variety (cybernetics); Higher education; International business; Revenue; International education","score_opus":0.02907364090480472,"score_gpt":0.22480305704186476,"score_spread":0.19572941613706005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991197790","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4462292,0.0014860145,0.0015963487,0.013067066,0.00008369883,0.000085387335,0.00004023715,0.000018111432,0.53739387],"genre_scores_gemma":[0.9873263,0.0005928122,0.00028975602,0.00031291367,0.000011516397,0.000028205663,0.00001076875,0.0000073830156,0.01142025],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99483913,0.0027851595,0.00006792252,0.0001817103,0.00026883767,0.0018571625],"domain_scores_gemma":[0.9975157,0.0010599885,0.0004005768,0.00016241071,0.00023618272,0.0006251593],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021712852,0.0003601048,0.0003707199,0.002377229,0.013027134,0.012215713,0.0009826336,0.0029771733,0.0125854],"category_scores_gemma":[0.0046396125,0.0004099874,0.00062780106,0.0033556006,0.018194951,0.007195988,0.008794887,0.003297347,0.0006662282],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004579425,0.000077037366,0.00643602,0.00007025572,0.00000992243,0.004425604,0.13338646,0.0008264715,0.00015675627,0.84301907,0.0036865543,0.007859978],"study_design_scores_gemma":[0.00012450955,0.00012453199,0.017893255,0.00068523275,0.000043026925,0.0019746544,0.69859725,0.00273623,0.00033078462,0.10012108,0.17730936,0.000059991133],"about_ca_topic_score_codex":0.08661155,"about_ca_topic_score_gemma":0.10196061,"teacher_disagreement_score":0.08661155,"about_ca_system_score_codex":0.014904067,"about_ca_system_score_gemma":0.0046711224,"threshold_uncertainty_score":0.1722148},"labels":[],"label_agreement":null},{"id":"W6995314622","doi":"","title":"Resonant shoreline","year":2011,"lang":"en","type":"other","venue":"University of Salford Institutional Repository (University of Salford)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Shore; The arts; Piano; Peninsula; Studio","score_opus":0.014932907844497979,"score_gpt":0.1753299127542206,"score_spread":0.16039700490972264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6995314622","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00085237157,0.00020237695,0.0011238565,0.00073563587,0.0005341043,0.000069477705,0.001850987,0.0010627859,0.99356854],"genre_scores_gemma":[0.0029575059,0.0001172619,0.0007262438,0.00014019497,0.00006121144,0.000032218068,0.00094159757,0.0007690733,0.99425465],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993086,0.00005732922,0.000020465062,0.00011590986,0.00037473976,0.00012285775],"domain_scores_gemma":[0.9989599,0.000050327897,0.0000312361,0.0001583137,0.00047332214,0.00032690685],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00061176904,0.00071718247,0.00030693875,0.0010299492,0.004019465,0.003601332,0.0009411348,0.0014093181,0.62629],"category_scores_gemma":[0.0014549203,0.0003864635,0.0003338044,0.0010070753,0.0005848723,0.0021668752,0.0031113783,0.0015216636,0.38834512],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054093012,0.000031874784,0.00025550742,0.00007733023,0.0000015563602,0.00007813089,0.00038033465,0.000041252737,0.00072911166,0.007709982,0.93982506,0.050815567],"study_design_scores_gemma":[0.0000026628582,0.0000057435677,0.0004036997,0.0000125917795,3.898719e-7,0.00003678224,0.00009867659,0.000017824936,0.00012971497,0.00016931679,0.9991198,0.0000028571567],"about_ca_topic_score_codex":0.02685175,"about_ca_topic_score_gemma":0.10928697,"teacher_disagreement_score":0.62629,"about_ca_system_score_codex":0.0019650026,"about_ca_system_score_gemma":0.003066962,"threshold_uncertainty_score":0.5330519},"labels":[],"label_agreement":null},{"id":"W7002330071","doi":"","title":"Non-take-up of benefits at the start of the COVID-19 pandemic","year":2021,"lang":"en","type":"book","venue":"University of Salford Institutional Repository (University of Salford)","topic":"Smart Grid Energy Management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Surprise; Quarter (Canadian coin); Government (linguistics); Coronavirus disease 2019 (COVID-19); Mindset; Psychological intervention; Conditionality; Process (computing)","score_opus":0.01972277769609035,"score_gpt":0.17221574771029743,"score_spread":0.15249297001420709,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7002330071","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7372437,0.0010753671,0.001271011,0.064440414,0.0008557833,0.0003749484,0.0019424782,0.00008485387,0.19271141],"genre_scores_gemma":[0.9673876,0.00037219678,0.0005179531,0.011394061,0.00018662056,0.00016715306,0.00041447312,0.00004108304,0.019518908],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99036574,0.0031649894,0.00025357684,0.00062387396,0.002264952,0.0033267217],"domain_scores_gemma":[0.9753362,0.009905111,0.0042828456,0.0018275809,0.0029279287,0.005720348],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009330304,0.00016710834,0.00035394623,0.00048848253,0.0031160347,0.0034908424,0.0008355747,0.0019831671,0.027596937],"category_scores_gemma":[0.037569374,0.00028224444,0.0003623684,0.00054488546,0.0020285232,0.0033537499,0.003965156,0.00428547,0.0022580877],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013111964,0.0008213798,0.49949446,0.0010033632,0.000092207076,0.003740034,0.08339115,0.0005231849,0.0035682959,0.061349574,0.1524215,0.19228363],"study_design_scores_gemma":[0.000066452856,0.00055738236,0.72732675,0.0010554047,0.000027482192,0.0006723109,0.07119463,0.0005139192,0.00083878485,0.00636391,0.19128487,0.00009805204],"about_ca_topic_score_codex":0.030382844,"about_ca_topic_score_gemma":0.051009253,"teacher_disagreement_score":0.030382844,"about_ca_system_score_codex":0.0032472503,"about_ca_system_score_gemma":0.0063941805,"threshold_uncertainty_score":0.09232098},"labels":[],"label_agreement":null},{"id":"W7007978810","doi":"","title":"\"All the world's a screen\"","year":2013,"lang":"en","type":"other","venue":"University of Salford Institutional Repository (University of Salford)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Movie theater; Studio; Scenography; Quarter (Canadian coin); Set (abstract data type); Performance art; Clothing","score_opus":0.013354669623784527,"score_gpt":0.18935813648534164,"score_spread":0.1760034668615571,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7007978810","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0060589677,0.0010527476,0.003208169,0.0073674507,0.0018816853,0.00005279368,0.0002807363,0.00065595243,0.9794415],"genre_scores_gemma":[0.067295246,0.00079054694,0.0016959788,0.0020629445,0.00014647262,0.000050275306,0.00023644819,0.00052372616,0.9271984],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99916136,0.00027194095,0.000013418059,0.00012202499,0.00025035968,0.00018081242],"domain_scores_gemma":[0.9994266,0.00007644678,0.00002134617,0.00012736302,0.00013150071,0.00021677454],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007063635,0.00054944644,0.0001529428,0.00071267824,0.005861831,0.0070582856,0.0007152764,0.0010625159,0.10567351],"category_scores_gemma":[0.0013262193,0.00028704558,0.00035170573,0.00048967666,0.0035215975,0.0029707714,0.005772004,0.0017536692,0.015813263],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000066058376,0.000023115586,0.00056287134,0.00011755185,0.0000066641683,0.00019205475,0.016472923,0.000060702565,0.0013578167,0.1229804,0.7955285,0.06263143],"study_design_scores_gemma":[0.0000031757193,0.0000068757963,0.000510087,0.000055023764,0.0000019164888,0.00007391008,0.003623679,0.00002555465,0.00032262033,0.001028166,0.99434423,0.00000470089],"about_ca_topic_score_codex":0.022117605,"about_ca_topic_score_gemma":0.071002975,"teacher_disagreement_score":0.10567351,"about_ca_system_score_codex":0.0026548342,"about_ca_system_score_gemma":0.0015812432,"threshold_uncertainty_score":0.35351312},"labels":[],"label_agreement":null},{"id":"W7016024648","doi":"","title":"Urban transformation through creativity : applying the creative city concept to Makkah","year":2017,"lang":"en","type":"dissertation","venue":"University of Salford Institutional Repository (University of Salford)","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Creativity; Creative city; Prestige; Relation (database); Ideology; Urban planning; Creative Cities; Acronym; Qualitative research; Key (lock)","score_opus":0.03621959347571098,"score_gpt":0.2611583759637211,"score_spread":0.22493878248801014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7016024648","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63296366,0.005154595,0.010051557,0.006684809,0.0002479124,0.00024984535,0.000052402855,0.000027417687,0.34456772],"genre_scores_gemma":[0.9922206,0.0014364168,0.002366891,0.00012837286,0.000021409496,0.000055615328,0.000010646813,0.0000056872423,0.0037542589],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99877053,0.00078122085,0.000033973123,0.00008450359,0.00014286177,0.00018693738],"domain_scores_gemma":[0.99903226,0.0006163836,0.00010823458,0.000058300706,0.00008791407,0.0000969844],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016367158,0.00050099706,0.00026583916,0.0019994057,0.007380259,0.008301096,0.0011612611,0.0012043134,0.0024337452],"category_scores_gemma":[0.0016686241,0.00018761915,0.00041487796,0.0025035953,0.015751941,0.00430364,0.007695516,0.001665312,0.00016719569],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038255967,0.00007819505,0.005248966,0.00029445114,0.000012771164,0.0017661636,0.3403708,0.0010357412,0.0002724758,0.6195716,0.0016362647,0.029674271],"study_design_scores_gemma":[0.000024352104,0.00009469047,0.0088960165,0.00053882506,0.000029752035,0.0011412199,0.7850529,0.003514722,0.0006840247,0.08634964,0.11362029,0.000053623164],"about_ca_topic_score_codex":0.015920639,"about_ca_topic_score_gemma":0.02991248,"teacher_disagreement_score":0.015920639,"about_ca_system_score_codex":0.009180738,"about_ca_system_score_gemma":0.0039779185,"threshold_uncertainty_score":0.06661123},"labels":[],"label_agreement":null},{"id":"W7018630301","doi":"","title":"Driving industrial innovation: FOX International channels and the global appeal of The Walking Dead","year":2021,"lang":"en","type":"other","venue":"University of Salford Institutional Repository (University of Salford)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Fandom; Appeal; Drama; Television series; Television studies; Tourism","score_opus":0.0175272537276746,"score_gpt":0.1992041002472557,"score_spread":0.1816768465195811,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018630301","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05235037,0.0023171832,0.00088967744,0.027552731,0.00042108752,0.000024054323,0.00006482323,0.0000682258,0.91631186],"genre_scores_gemma":[0.89184725,0.004787496,0.0005733216,0.0038083834,0.0003804871,0.000049848823,0.000078568286,0.00020522882,0.098269396],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99803907,0.00086662715,0.00003482008,0.00018350582,0.00032948528,0.0005465635],"domain_scores_gemma":[0.9966516,0.0017477962,0.00022608253,0.0003492873,0.00031244798,0.0007127952],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027263048,0.00033029565,0.00019714536,0.0016456618,0.0069893077,0.020640677,0.00064802665,0.002028415,0.02532207],"category_scores_gemma":[0.0048861546,0.00016321706,0.00027361888,0.0023390206,0.013084109,0.008404059,0.008101567,0.0025278209,0.0026200963],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000737249,0.000111095265,0.007149193,0.0003118119,0.000009483374,0.00087310397,0.1423552,0.00015937537,0.0004234709,0.7019935,0.0726968,0.07384315],"study_design_scores_gemma":[0.000014644427,0.00005177423,0.006205018,0.00056477287,0.000010872638,0.00024537538,0.14380127,0.00014929297,0.0005006861,0.046805996,0.8016329,0.000017483064],"about_ca_topic_score_codex":0.0057647876,"about_ca_topic_score_gemma":0.012341323,"teacher_disagreement_score":0.02532207,"about_ca_system_score_codex":0.0045502246,"about_ca_system_score_gemma":0.003711826,"threshold_uncertainty_score":0.08471078},"labels":[],"label_agreement":null},{"id":"W7018777521","doi":"","title":"The effectiveness of occupational therapy in enabling adults with a diagnosis of depression to improve their function and meaningful participation; a mixed methods study","year":2022,"lang":"en","type":"dissertation","venue":"University of Salford Institutional Repository (University of Salford)","topic":"Occupational Therapy Practice and Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Population; Limiting; Gestational period","score_opus":0.046904309725215934,"score_gpt":0.3901629414291517,"score_spread":0.3432586317039358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018777521","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9789972,0.006674725,0.0011213283,0.00024241825,0.00010985681,0.010319424,0.0007432653,0.000017876804,0.0017739343],"genre_scores_gemma":[0.9600219,0.004968103,0.007019896,0.0005731325,0.00013816694,0.02571059,0.00040083277,0.000008822244,0.0011585021],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9905284,0.0060433415,0.0013294705,0.0007164603,0.0009936538,0.00038867182],"domain_scores_gemma":[0.9918161,0.005322691,0.0014808959,0.00044771886,0.00049107044,0.00044159032],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011489894,0.00078675564,0.0019355126,0.0016479824,0.0011081537,0.0015043361,0.0011092278,0.0012174862,0.0033547126],"category_scores_gemma":[0.011404348,0.0007316396,0.003265515,0.0012700901,0.0006220669,0.0009690052,0.0010123343,0.0009177642,0.00029798146],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.11574583,0.14691523,0.10584222,0.046035632,0.020482674,0.00059194484,0.021655254,0.0012669469,0.0029668272,0.0012574713,0.0022769428,0.5349631],"study_design_scores_gemma":[0.09633178,0.41022336,0.4178024,0.012016291,0.023347534,0.00050410157,0.02014492,0.004248023,0.0029312558,0.0014392614,0.010585528,0.00042561974],"about_ca_topic_score_codex":0.0042334483,"about_ca_topic_score_gemma":0.009565623,"teacher_disagreement_score":0.011489894,"about_ca_system_score_codex":0.002387759,"about_ca_system_score_gemma":0.0028375254,"threshold_uncertainty_score":0.060765088},"labels":[],"label_agreement":null},{"id":"W7024487792","doi":"","title":"Shake Hands With The Devil","year":2005,"lang":"en","type":"other","venue":"University of Salford Institutional Repository (University of Salford)","topic":"Cosmology and Gravitation Theories","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Emperipolesis; Triacetin; Fusible alloy","score_opus":0.004164391472220617,"score_gpt":0.16480627918905635,"score_spread":0.16064188771683574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024487792","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011340337,0.0017324234,0.00074313255,0.03005593,0.0034218244,0.00004822601,0.00025258888,0.0004042519,0.96220756],"genre_scores_gemma":[0.0053841937,0.0006440012,0.00042854648,0.0067297965,0.00021136839,0.000017579689,0.00008288317,0.00021545732,0.9862861],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99844366,0.00024420922,0.000036365444,0.00022466308,0.0007458485,0.0003052543],"domain_scores_gemma":[0.9981817,0.00020421398,0.00006022374,0.0002174506,0.00072887586,0.00060763967],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013145286,0.0007115453,0.00048277152,0.0018144818,0.011997262,0.0057907184,0.001000189,0.0021320102,0.16716975],"category_scores_gemma":[0.0045984974,0.0003867952,0.00043112776,0.0009442961,0.0037055323,0.0041806316,0.0062985686,0.0058517386,0.07839932],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009172666,0.000016893333,0.00023003903,0.000032302443,0.0000019475312,0.00014468616,0.001594096,0.000013405032,0.00009814456,0.040378205,0.9292789,0.028202204],"study_design_scores_gemma":[9.692592e-7,0.0000027151,0.00009101232,0.000029051054,4.7573914e-7,0.000049064798,0.0005964122,0.00000528949,0.000031247502,0.00090292125,0.998288,0.0000027341516],"about_ca_topic_score_codex":0.055723462,"about_ca_topic_score_gemma":0.18913883,"teacher_disagreement_score":0.16716975,"about_ca_system_score_codex":0.002934603,"about_ca_system_score_gemma":0.0043788617,"threshold_uncertainty_score":0.55923855},"labels":[],"label_agreement":null},{"id":"W7038084391","doi":"","title":"An evaluation of architects' readiness for conducting energy modelling using BIM tools to achieve high energy performance buildings in the UK and Canada","year":2020,"lang":"en","type":"dissertation","venue":"University of Salford Institutional Repository (University of Salford)","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Greenhouse gas; Process (computing); Work (physics); Efficient energy use; Energy (signal processing); Building science; Zero-energy building; Primary energy; Energy engineering","score_opus":0.04949260389838374,"score_gpt":0.20541118126977004,"score_spread":0.1559185773713863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038084391","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9530935,0.0002027569,0.0027595996,0.0023699393,0.000055480203,0.000319601,0.00039104448,0.00024089345,0.040567223],"genre_scores_gemma":[0.98765975,0.00040167916,0.006506815,0.00011685483,0.000004362627,0.00007548307,0.00029725095,0.000055277913,0.0048825317],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9841541,0.004335761,0.0009279637,0.0007288764,0.008333636,0.0015195798],"domain_scores_gemma":[0.94839245,0.011065308,0.0023948262,0.0026189534,0.03056958,0.004958933],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.021023544,0.00047115167,0.00024220512,0.0017961287,0.0043921447,0.006146021,0.0014512277,0.000932851,0.00460463],"category_scores_gemma":[0.04744744,0.0005856686,0.0005865585,0.0022355246,0.0027063384,0.0017553479,0.0024994963,0.0010233383,0.0010003361],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019750101,0.0011990328,0.4881019,0.0015865202,0.0001666174,0.0021434545,0.12318424,0.04185024,0.01702574,0.024200043,0.030745627,0.26782155],"study_design_scores_gemma":[0.00012104649,0.0013045502,0.60920423,0.000868055,0.00018046626,0.0004734258,0.20377977,0.04947729,0.007794582,0.0011125671,0.125133,0.00055111456],"about_ca_topic_score_codex":0.72149545,"about_ca_topic_score_gemma":0.8491101,"teacher_disagreement_score":0.27850455,"about_ca_system_score_codex":0.027804296,"about_ca_system_score_gemma":0.037723523,"threshold_uncertainty_score":0.5602894},"labels":[],"label_agreement":null},{"id":"W7042274332","doi":"","title":"Plants, animals, land : more-than-human relations and gendered survivance in early indigenous women’s writing","year":2021,"lang":"en","type":"dissertation","venue":"University of Salford Institutional Repository (University of Salford)","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Resistance (ecology); Cultural assimilation; Identity (music); Dance; Sense of place; Poetry; Hegemony; Racialization; Native american","score_opus":0.011346706887843592,"score_gpt":0.23435393771339083,"score_spread":0.22300723082554724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042274332","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92573744,0.002036323,0.0008781735,0.003643385,0.000094620395,0.000017462133,0.000018399836,0.000010171904,0.06756414],"genre_scores_gemma":[0.99459684,0.00050130126,0.00010373205,0.00014712298,0.000021905198,0.000007535293,0.0000042611005,0.000006060081,0.004611131],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9990061,0.00052542315,0.000032921358,0.00009416959,0.00012924126,0.00021220658],"domain_scores_gemma":[0.9989428,0.0005785904,0.00020387175,0.00006092813,0.00008520835,0.00012852979],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018310638,0.00037381487,0.00031060074,0.0009472097,0.008772696,0.0058904043,0.00069921586,0.0010292717,0.003065491],"category_scores_gemma":[0.002053851,0.00025336185,0.0001549286,0.0008972218,0.024673361,0.0047113677,0.0045275334,0.0019842186,0.00019649453],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004942427,0.0000061857045,0.0006818264,0.000017969533,0.0000011805759,0.00019069607,0.9836962,0.000005763418,0.0001687424,0.013633316,0.00010895232,0.0014843093],"study_design_scores_gemma":[0.0000018881751,0.000016287593,0.0020689645,0.000059402795,0.000004657328,0.00028097344,0.97199124,0.000013285586,0.00017241732,0.0027006075,0.022683395,0.000006807853],"about_ca_topic_score_codex":0.012701989,"about_ca_topic_score_gemma":0.023171289,"teacher_disagreement_score":0.012701989,"about_ca_system_score_codex":0.0025368747,"about_ca_system_score_gemma":0.0016869105,"threshold_uncertainty_score":0.025256097},"labels":[],"label_agreement":null},{"id":"W7042501584","doi":"","title":"OPTIMAX 2018 - a focus on education in radiology","year":2019,"lang":"en","type":"book","venue":"University of Salford Institutional Repository (University of Salford)","topic":"Radiology practices and education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"The arts; Focus (optics); Medical school; Curriculum; Focus group","score_opus":0.012712339123383118,"score_gpt":0.22117200209745622,"score_spread":0.2084596629740731,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042501584","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00894,0.05897816,0.021191051,0.27111533,0.08077556,0.00030386334,0.005755418,0.0061082076,0.5468323],"genre_scores_gemma":[0.023425965,0.017458076,0.014025838,0.012405028,0.008944828,0.00021379213,0.0032953287,0.0025902619,0.9176409],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950133,0.0010058624,0.0001678032,0.0006458107,0.0022632985,0.0009039205],"domain_scores_gemma":[0.9856678,0.001387665,0.00060982927,0.00048159045,0.0019715703,0.009881576],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008662622,0.0012979185,0.0006066484,0.0015368586,0.0011481548,0.0056802947,0.0018478682,0.0034469606,0.17180307],"category_scores_gemma":[0.007412919,0.00042457934,0.00087340554,0.0009954344,0.0014014383,0.0031052437,0.006419216,0.0042401073,0.0759403],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016808305,0.00010516693,0.00025020214,0.0004460301,0.000006222179,0.000088264074,0.0001746894,0.0004302261,0.0012466256,0.023194466,0.8620466,0.11184347],"study_design_scores_gemma":[0.00000781266,0.00004299644,0.0004134145,0.00013758441,0.0000011761093,0.00006288138,0.000045275217,0.00009825066,0.00034005445,0.0010353129,0.9978115,0.0000037750058],"about_ca_topic_score_codex":0.0023624394,"about_ca_topic_score_gemma":0.0030964583,"teacher_disagreement_score":0.17180307,"about_ca_system_score_codex":0.0050702807,"about_ca_system_score_gemma":0.011239738,"threshold_uncertainty_score":0.5747385},"labels":[],"label_agreement":null},{"id":"W7045365539","doi":"","title":"Apropos of everything: navigating life with genre","year":2022,"lang":"en","type":"dissertation","venue":"University of Salford Institutional Repository (University of Salford)","topic":"Artistic and Creative Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Creativity; Analogy; Function (biology); Construct (python library); Conceptualization; Process (computing); Heuristic; Consciousness; Variety (cybernetics); Creativity technique","score_opus":0.016353920931950303,"score_gpt":0.20874537120186357,"score_spread":0.19239145026991328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7045365539","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08704698,0.012584105,0.11215253,0.08160444,0.0041874996,0.00030935885,0.00014454749,0.00032022625,0.70165026],"genre_scores_gemma":[0.8395094,0.008830673,0.061849266,0.008832821,0.0013620156,0.00043553294,0.00021028273,0.00034404304,0.07862598],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9959551,0.0028224064,0.00011762062,0.00029486214,0.0005692138,0.0002408319],"domain_scores_gemma":[0.9948803,0.0028816336,0.00045010928,0.00065313414,0.0004108621,0.00072401133],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00514624,0.0005584113,0.00040793733,0.0029490788,0.006916627,0.01655129,0.0012322923,0.0024847917,0.004468817],"category_scores_gemma":[0.007899611,0.000295055,0.00065150874,0.0017455816,0.025704553,0.020088322,0.009456595,0.0041068722,0.001012413],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021482443,0.000031340824,0.0009937764,0.00010812558,0.0000066651505,0.00022619,0.07384119,0.00025079056,0.0003463165,0.8656898,0.012295088,0.046189185],"study_design_scores_gemma":[0.000017755821,0.00006515344,0.00095109886,0.00047643375,0.000013889309,0.00076801475,0.04858491,0.0013559248,0.0008153331,0.541511,0.40540415,0.000036378453],"about_ca_topic_score_codex":0.0015810679,"about_ca_topic_score_gemma":0.0029141617,"teacher_disagreement_score":0.01655129,"about_ca_system_score_codex":0.003770877,"about_ca_system_score_gemma":0.003124162,"threshold_uncertainty_score":0.027359724},"labels":[],"label_agreement":null},{"id":"W7061780502","doi":"","title":"The role of law in corporate human rights due diligence","year":2021,"lang":"en","type":"dissertation","venue":"University of Salford Institutional Repository (University of Salford)","topic":"Thermal Analysis in Power Transmission","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Government (linguistics); Entitlement (fair division); Due diligence; Subpoena; Work (physics)","score_opus":0.006604977225526914,"score_gpt":0.1730541057592425,"score_spread":0.16644912853371557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7061780502","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3453991,0.0053343647,0.016796874,0.068937406,0.0004901794,0.0002880742,0.00010689673,0.0001437686,0.5625032],"genre_scores_gemma":[0.98925143,0.0005482599,0.0008795671,0.0020698786,0.000041570594,0.00003501661,0.000011701575,0.000022214628,0.007140323],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9538706,0.014604806,0.0013590195,0.0034754241,0.01684413,0.009845979],"domain_scores_gemma":[0.92181534,0.049593605,0.0069068135,0.004365136,0.013387119,0.0039319717],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.037128873,0.00033605276,0.0004658407,0.0034397806,0.024364125,0.016244296,0.0028776599,0.0039966777,0.004842932],"category_scores_gemma":[0.077033155,0.000456772,0.000618816,0.0035426614,0.07099752,0.007203971,0.008065229,0.006889573,0.00030483873],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020726007,0.000072564326,0.021802295,0.00013823633,0.000023885585,0.0009779235,0.1599976,0.0007477922,0.00067146216,0.76803905,0.004738488,0.042769894],"study_design_scores_gemma":[0.000060361777,0.00013252725,0.11456539,0.00177309,0.00008957148,0.0005345098,0.21889788,0.0024108978,0.002204377,0.2093473,0.44962645,0.0003576571],"about_ca_topic_score_codex":0.80549496,"about_ca_topic_score_gemma":0.80130094,"teacher_disagreement_score":0.80549496,"about_ca_system_score_codex":0.08475464,"about_ca_system_score_gemma":0.13106805,"threshold_uncertainty_score":0.6149408},"labels":[],"label_agreement":null},{"id":"W7073658589","doi":"","title":"Exploring the effects of consumers’ trust : a predictive model for satisfying buyers’ expectations based on sellers’ behaviour in the marketplace","year":2019,"lang":"en","type":"dissertation","venue":"University of Salford Institutional Repository (University of Salford)","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Matching (statistics); Term (time); Property (philosophy); Identification (biology); Field (mathematics); Frugality","score_opus":0.025875658101048027,"score_gpt":0.1889294708105698,"score_spread":0.16305381270952177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073658589","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99113595,0.00013862705,0.0043465667,0.00043739428,0.000017681941,0.00006849401,0.00019700114,0.000023861166,0.0036343692],"genre_scores_gemma":[0.9986424,0.000059171034,0.00061125087,0.00002061656,0.0000074693303,0.00002789165,0.00012863887,0.000003937502,0.00049861975],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992907,0.0003233785,0.000043896234,0.0001282954,0.00011052132,0.00010321997],"domain_scores_gemma":[0.9862748,0.009334348,0.0021327916,0.00064920814,0.00086350675,0.0007454361],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025627352,0.0005724045,0.00042445754,0.0009791147,0.0005259419,0.0025717253,0.00070103136,0.0012805668,0.005336671],"category_scores_gemma":[0.01724748,0.00040386847,0.0012110901,0.0007373604,0.0008081529,0.001796286,0.0011173886,0.0016517068,0.0007625176],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001063078,0.0011870364,0.94609755,0.00012095173,0.0003352767,0.000657776,0.004872275,0.01893946,0.00094184285,0.005803469,0.0010935252,0.018887782],"study_design_scores_gemma":[0.00012435416,0.0007496995,0.4793284,0.00013063276,0.000432423,0.00026966602,0.0037605625,0.50181764,0.00052467344,0.011280876,0.0014791312,0.0001019461],"about_ca_topic_score_codex":0.016895782,"about_ca_topic_score_gemma":0.010986576,"teacher_disagreement_score":0.016895782,"about_ca_system_score_codex":0.0012126848,"about_ca_system_score_gemma":0.0007577185,"threshold_uncertainty_score":0.033594847},"labels":[],"label_agreement":null},{"id":"W7075577847","doi":"","title":"Midwifery Theory and Practice 1","year":2016,"lang":"en","type":"other","venue":"University of Salford Institutional Repository (University of Salford)","topic":"Theoretical and Computational Physics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Exhibition; Culmination; Publication; Quarter (Canadian coin)","score_opus":0.004434435886668181,"score_gpt":0.18763528579604263,"score_spread":0.18320084990937446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7075577847","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0044838376,0.02285979,0.009903387,0.15447468,0.002407726,0.00012621748,0.000098786106,0.0000946146,0.80555105],"genre_scores_gemma":[0.43029627,0.055218738,0.017672025,0.051413104,0.0020442873,0.0009505012,0.00019717797,0.00030891143,0.44189897],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98916876,0.006953852,0.00039693125,0.00081748096,0.0015071898,0.001155824],"domain_scores_gemma":[0.99448603,0.002088884,0.00039508654,0.00047132326,0.0010640027,0.0014946716],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007101184,0.0003846146,0.00057019043,0.0011932884,0.009933999,0.00874145,0.002145249,0.0039560576,0.04368333],"category_scores_gemma":[0.016899237,0.00043788174,0.00032836944,0.0024242443,0.026793575,0.0058811638,0.01004394,0.0045521143,0.007783471],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016313576,0.000052965384,0.0011474839,0.00032303887,0.000005340231,0.00021641626,0.023283422,0.00014467514,0.000056249235,0.776347,0.13984042,0.058566745],"study_design_scores_gemma":[0.00000954286,0.000029815652,0.00088945933,0.0019204956,0.000003770725,0.00028090415,0.024387684,0.000077637786,0.000047942824,0.16360927,0.80873024,0.000013227361],"about_ca_topic_score_codex":0.021767668,"about_ca_topic_score_gemma":0.032095835,"teacher_disagreement_score":0.04368333,"about_ca_system_score_codex":0.012629003,"about_ca_system_score_gemma":0.028377863,"threshold_uncertainty_score":0.14613527},"labels":[],"label_agreement":null}]}