{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":28,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":28,"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":"4cdbeaea940f","filters":{"venue":"University of Salford Institutional Repository (University of Salford)"}},"results":[{"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Regina","funders":"","keywords":"Computer science; Networked learning; Psychology; Mathematics education; Educational technology","authors":[{"name":"Alec Couros","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03507223490684919,"gpt":0.235751213975043,"spread":0.2006789790681938,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006182838,0.0002400093,0.0003761601,0.0008792086,0.007924832,0.01387742,0.001086754,0.007633337,0.07981613],"category_scores_gemma":[0.03462589,0.0002535085,0.0003011542,0.0008243784,0.01290632,0.01958325,0.004856731,0.008493929,0.0146159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007209218,"about_ca_system_score_gemma":0.006727873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01536567,"about_ca_topic_score_gemma":0.02321383,"domain_scores_codex":[0.9945232,0.002026851,0.0001293007,0.0008106972,0.00161511,0.0008948164],"domain_scores_gemma":[0.9727911,0.01438504,0.001081068,0.002174168,0.005315829,0.004252809],"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":[0.00003269532,0.00005918505,0.002107915,0.000116116,0.0000107316,0.0001109417,0.004624872,0.00007271643,0.0001536872,0.5232726,0.426375,0.04306346],"study_design_scores_gemma":[0.00003385077,0.00001703926,0.002720747,0.0005771737,0.0000141966,0.0001444095,0.009775122,0.0001854937,0.0003370354,0.3088537,0.6773168,0.00002448348],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.007981963,0.003373958,0.0009966631,0.6627541,0.002520047,0.00001447102,0.00006492215,0.0001024863,0.3221915],"genre_scores_gemma":[0.4453537,0.005039731,0.001132087,0.2964866,0.004233866,0.0001134145,0.0001244025,0.0004666618,0.2470497],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07981613,"threshold_uncertainty_score":0.2670116,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Mike Hodson","is_ca":false},{"name":"Simon Marvin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01301240495944345,"gpt":0.1871677656804735,"spread":0.1741553607210301,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005182254,0.0006979154,0.001057329,0.003408699,0.0003511599,0.002369369,0.0008262584,0.00102951,0.008362988],"category_scores_gemma":[0.0007623741,0.0003432209,0.0007134543,0.01495837,0.0004610649,0.001932342,0.001023105,0.0009690408,0.001478548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001548842,"about_ca_system_score_gemma":0.003755655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01990571,"about_ca_topic_score_gemma":0.03258173,"domain_scores_codex":[0.9997916,0.00003936066,0.00002675778,0.00003171928,0.00008187241,0.00002870798],"domain_scores_gemma":[0.9996424,0.0001098186,0.0000643657,0.000009576145,0.0001401579,0.00003376884],"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":[0.00006880079,0.00006578643,0.001304389,0.02862885,0.0002370423,0.000226462,0.0002781058,0.0007890476,0.0002869586,0.006256748,0.3224471,0.6394107],"study_design_scores_gemma":[0.00000920517,0.00002691208,0.003762821,0.006254992,0.0001602934,0.0002262171,0.000458037,0.00006583392,0.0001014034,0.0006633283,0.9882543,0.00001664498],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000175201,0.9961467,0.00003377093,0.0007883768,0.000365567,0.000003993388,0.0001096502,0.000006085881,0.002370618],"genre_scores_gemma":[0.0009061586,0.9979327,0.00004986673,0.0002030345,0.0001162113,0.000003426719,0.0001013423,0.000002276077,0.0006849467],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01990571,"threshold_uncertainty_score":0.03957969,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Brian N. Hall","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02030748526693506,"gpt":0.2323800469166013,"spread":0.2120725616496663,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01861136,0.001453113,0.002442601,0.00164319,0.01061239,0.01129941,0.00514738,0.04081373,0.01047832],"category_scores_gemma":[0.08063721,0.001297351,0.001250847,0.002372748,0.01342203,0.01902472,0.005763019,0.06919491,0.006802434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005775998,"about_ca_system_score_gemma":0.007994898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02489242,"about_ca_topic_score_gemma":0.02937541,"domain_scores_codex":[0.9870601,0.00535631,0.0009185747,0.002337414,0.00346265,0.0008649066],"domain_scores_gemma":[0.9446114,0.03933983,0.001935461,0.001688358,0.008924698,0.003500205],"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":[0.000009430692,0.000006084564,0.00005798332,0.00003043428,0.000004190559,0.00005884948,0.0009094508,0.00001252837,0.00002203834,0.00365834,0.9935102,0.001720457],"study_design_scores_gemma":[0.00002451732,0.00001641175,0.0004523956,0.0004533804,0.00001015745,0.0002647166,0.006274627,0.00009482176,0.0001339858,0.008325855,0.9838603,0.00008884918],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00006643218,0.001679165,0.00005486295,0.98985,0.007783831,0.000002515744,0.00001772653,0.000009788921,0.0005355542],"genre_scores_gemma":[0.002954538,0.002161798,0.0001860882,0.9760873,0.01516876,0.00002838891,0.00001725471,0.00005210422,0.003343686],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04081373,"threshold_uncertainty_score":0.09842741,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Mike Hodson","is_ca":false},{"name":"Simon Marvin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01687146651309046,"gpt":0.1883988221162932,"spread":0.1715273556032028,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000763516,0.0004008561,0.0006813519,0.002828802,0.0003169792,0.002351688,0.0003825963,0.0006627596,0.004317844],"category_scores_gemma":[0.001799761,0.000294124,0.0005937871,0.0144449,0.0004800576,0.001586686,0.0007430228,0.0005513025,0.0006909608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003213375,"about_ca_system_score_gemma":0.003721504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1188825,"about_ca_topic_score_gemma":0.1713857,"domain_scores_codex":[0.9996002,0.00006967002,0.00005555717,0.00006380714,0.0001464395,0.00006437429],"domain_scores_gemma":[0.9990483,0.0003096703,0.0001920857,0.00002041819,0.0003829699,0.00004649577],"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":[0.0001765028,0.00004959828,0.02240278,0.03714921,0.00052349,0.0005205662,0.002458972,0.001562952,0.0005792959,0.01107583,0.2891549,0.6343458],"study_design_scores_gemma":[0.00001761117,0.00009340783,0.1290537,0.01188357,0.0006275257,0.0005417145,0.004187115,0.0001786533,0.0002787896,0.0008216939,0.8522549,0.00006128407],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002869352,0.9894543,0.00004465062,0.002119129,0.0004008652,0.000007813752,0.0004485144,0.000005826974,0.004649722],"genre_scores_gemma":[0.0145074,0.9829835,0.00005956945,0.0004883975,0.0001167505,0.00000888344,0.000325817,0.000005612374,0.001504066],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1188825,"threshold_uncertainty_score":0.2363811,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Left behind; New Left; No child left behind; Medicine; Political science; Politics; Law","authors":[{"name":"JL Newell","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01857253595964889,"gpt":0.2375653707295552,"spread":0.2189928347699063,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003370895,0.0002620519,0.0006072295,0.001084504,0.007097295,0.007882242,0.0007619116,0.002546613,0.04734535],"category_scores_gemma":[0.006344276,0.0001984751,0.000482742,0.001666562,0.007273233,0.00685403,0.002574748,0.003811625,0.01003419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006234806,"about_ca_system_score_gemma":0.004095298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03874035,"about_ca_topic_score_gemma":0.06433013,"domain_scores_codex":[0.996802,0.000833996,0.00004728394,0.0003417682,0.0004789593,0.001495955],"domain_scores_gemma":[0.9975508,0.0004664886,0.0001926353,0.0003887227,0.0005313538,0.0008700878],"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":[0.0001034888,0.00003735039,0.003027401,0.0001301041,0.0000161135,0.0001985961,0.009922992,0.00003644347,0.0001373822,0.2863629,0.6582883,0.04173899],"study_design_scores_gemma":[0.00001001708,0.0000153582,0.007569954,0.0003749607,0.000008494399,0.0001188623,0.008254258,0.00003676087,0.00007311413,0.02225477,0.9612653,0.00001821632],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01650105,0.009577296,0.0002708517,0.573792,0.00367963,0.000009296989,0.0004695729,0.00005658175,0.3956437],"genre_scores_gemma":[0.6515765,0.006995996,0.0003726018,0.1224521,0.008702673,0.00005724223,0.0006252613,0.000300072,0.2089176],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04734535,"threshold_uncertainty_score":0.1583859,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Literature; Poetry; Politics; Identity (music); Postcolonialism (international relations); History; Art; Aesthetics; Sociology; Gender studies; Political science; Law","authors":[{"name":"Katharine Burkitt","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009721581809132858,"gpt":0.2091555381890348,"spread":0.199433956379902,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005834178,0.0005227375,0.0003585812,0.00182308,0.007949041,0.01413066,0.001540329,0.001793075,0.008043122],"category_scores_gemma":[0.01399387,0.0003092973,0.0002524345,0.001549041,0.02933682,0.008506665,0.006929264,0.003944996,0.0006828328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004881543,"about_ca_system_score_gemma":0.001504716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001712083,"about_ca_topic_score_gemma":0.002620794,"domain_scores_codex":[0.9950506,0.003256286,0.0001651549,0.0005155521,0.0005927435,0.0004196476],"domain_scores_gemma":[0.9901078,0.006626037,0.001101905,0.001023403,0.000717092,0.0004236857],"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":[0.00005486971,0.00003543634,0.0007442887,0.00008100319,0.000005225042,0.0006255987,0.4748732,0.00006061648,0.0003718864,0.5148357,0.002771521,0.005540674],"study_design_scores_gemma":[0.00004048731,0.0001029669,0.004206492,0.0005181311,0.00001665979,0.001023426,0.4002271,0.0004661824,0.002042256,0.07482556,0.5164855,0.00004530414],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3979795,0.003933581,0.005258254,0.01269886,0.001514411,0.0000543253,0.0001095984,0.00008921988,0.5783622],"genre_scores_gemma":[0.9773006,0.0005910912,0.0003682418,0.0005057705,0.0002956268,0.00002785077,0.00003894097,0.00008227246,0.02078967],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01413066,"threshold_uncertainty_score":0.03541827,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"C Battista","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01270439847618748,"gpt":0.1794078834312882,"spread":0.1667034849551007,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002996663,0.0004109349,0.0004539583,0.0007077739,0.008588038,0.008574571,0.0008495888,0.00174213,0.003404785],"category_scores_gemma":[0.009959163,0.0002715269,0.0001307819,0.0009779931,0.01769411,0.005940075,0.002506443,0.005482947,0.0009718918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005294404,"about_ca_system_score_gemma":0.007426172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07081538,"about_ca_topic_score_gemma":0.08852585,"domain_scores_codex":[0.9968522,0.001950424,0.00005502819,0.0003561171,0.0005842208,0.0002020198],"domain_scores_gemma":[0.9948303,0.002404047,0.0003549729,0.0003096879,0.001200582,0.0009003803],"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":[0.00006255267,0.00004049657,0.001234801,0.0003082048,0.00001188436,0.001254048,0.3317231,0.0001287694,0.0007402251,0.1219353,0.512464,0.03009653],"study_design_scores_gemma":[0.000005017097,0.00002238575,0.0006174302,0.0004910113,0.000003841433,0.0009030116,0.1061849,0.00007157341,0.0003457974,0.006583589,0.8847423,0.00002916618],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0805003,0.1059148,0.004943189,0.6121297,0.02001024,0.0001080549,0.0001917498,0.0003051419,0.1758969],"genre_scores_gemma":[0.7014084,0.03744031,0.004155675,0.05928926,0.00459761,0.0001081941,0.00007664975,0.0005215455,0.1924024],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07081538,"threshold_uncertainty_score":0.1408064,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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","authors":[{"name":"Marine Segui","is_ca":false},{"name":"Oliviu Şugar Gabor","is_ca":false},{"name":"Andreea Koreanschi","is_ca":false},{"name":"Ruxandra Mihaela Botez","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005738353183493397,"gpt":0.1634707694882822,"spread":0.1577324163047888,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001041359,0.000188636,0.0002221512,0.0002104767,0.0002840488,0.0001876614,0.0002179337,0.0002097491,0.001002766],"category_scores_gemma":[0.0001720174,0.00007617865,0.0002467918,0.0001357396,0.000219885,0.0001528119,0.0003320597,0.0002045718,0.0001089809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001453796,"about_ca_system_score_gemma":0.0001470457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002652247,"about_ca_topic_score_gemma":0.002109654,"domain_scores_codex":[0.9999481,0.000007777697,0.000002706322,0.000007335599,0.00002121887,0.0000127959],"domain_scores_gemma":[0.9999212,0.00002559198,0.000007982476,0.00001507954,0.00001698014,0.00001320515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001445996,0.0002285294,0.03030298,0.0003042589,0.0000721685,0.002170534,0.000608377,0.2256385,0.6424533,0.001452038,0.001397254,0.09392605],"study_design_scores_gemma":[0.0001191093,0.003197357,0.06409607,0.00002163403,0.00005236097,0.0006364133,0.0008506399,0.5009177,0.4214433,0.0005651394,0.008032737,0.00006751044],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965856,0.0000202502,0.001759151,0.00002101984,0.000009310673,0.00001302668,0.00008042689,0.00007324536,0.001437979],"genre_scores_gemma":[0.9967078,0.00001888836,0.002573788,0.000005391316,0.000001374869,0.000007167642,0.00007480588,0.00001009682,0.0006006466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002652247,"threshold_uncertainty_score":0.005273581,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Storytelling; Narrative; Situational ethics; Poetry; Creative writing; Session (web analytics); Orality; Salient","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.05317008060201558,"gpt":0.3117738572849391,"spread":0.2586037766829236,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.009514461,0.0006739913,0.000847647,0.0008760598,0.02037955,0.005018813,0.002294021,0.004322962,0.09326921],"category_scores_gemma":[0.009342266,0.0006881711,0.0009929735,0.0008714421,0.004294967,0.004396914,0.01997688,0.009402836,0.0186849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003767369,"about_ca_system_score_gemma":0.009127112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005388652,"about_ca_topic_score_gemma":0.01976793,"domain_scores_codex":[0.9907888,0.004810519,0.0002129636,0.0005971426,0.001382856,0.002207796],"domain_scores_gemma":[0.9807468,0.0008917243,0.0005756834,0.0004561885,0.001940757,0.01538877],"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":[0.000273553,0.0007390798,0.002990416,0.0007418529,0.00001592252,0.001815901,0.3265797,0.00009345397,0.00286877,0.003135598,0.6028069,0.05793882],"study_design_scores_gemma":[0.00003161265,0.0004925514,0.004536968,0.0003104966,0.00000399018,0.0008092253,0.2051552,0.00007455736,0.000361599,0.0005586685,0.787618,0.00004723258],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.3143016,0.009580496,0.007821964,0.2968499,0.07032935,0.002956825,0.001783691,0.001909222,0.294467],"genre_scores_gemma":[0.4406731,0.004076739,0.004457158,0.03992074,0.005787824,0.002333374,0.0006122987,0.0008149439,0.5013239],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9796205,"threshold_uncertainty_score":0.3120166,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"The arts; Focus (optics); Medical school; Curriculum; Focus group","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01271233912338312,"gpt":0.2211720020974562,"spread":0.2084596629740731,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008662622,0.001297918,0.0006066484,0.001536859,0.001148155,0.005680295,0.001847868,0.003446961,0.1718031],"category_scores_gemma":[0.007412919,0.0004245793,0.0008734055,0.0009954344,0.001401438,0.003105244,0.006419216,0.004240107,0.0759403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005070281,"about_ca_system_score_gemma":0.01123974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002362439,"about_ca_topic_score_gemma":0.003096458,"domain_scores_codex":[0.9950133,0.001005862,0.0001678032,0.0006458107,0.002263298,0.0009039205],"domain_scores_gemma":[0.9856678,0.001387665,0.0006098293,0.0004815905,0.00197157,0.009881576],"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":[0.000168083,0.0001051669,0.0002502021,0.0004460301,0.000006222179,0.00008826407,0.0001746894,0.0004302261,0.001246626,0.02319447,0.8620466,0.1118435],"study_design_scores_gemma":[0.00000781266,0.00004299644,0.0004134145,0.0001375844,0.000001176109,0.00006288138,0.00004527522,0.00009825066,0.0003400545,0.001035313,0.9978115,0.000003775006],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00894,0.05897816,0.02119105,0.2711153,0.08077556,0.0003038633,0.005755418,0.006108208,0.5468323],"genre_scores_gemma":[0.02342596,0.01745808,0.01402584,0.01240503,0.008944828,0.0002137921,0.003295329,0.002590262,0.9176409],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1718031,"threshold_uncertainty_score":0.5747385,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Exhibition; Culmination; Publication; Quarter (Canadian coin)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04759912164836304,"gpt":0.239603832326898,"spread":0.1920047106785349,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007554932,0.001370166,0.002244645,0.004237563,0.001105124,0.00859035,0.002827133,0.003218425,0.01127531],"category_scores_gemma":[0.01983391,0.0007926909,0.001216121,0.01085163,0.003376466,0.00793006,0.002936567,0.003889605,0.007181388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001718424,"about_ca_system_score_gemma":0.003369689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00255529,"about_ca_topic_score_gemma":0.001999941,"domain_scores_codex":[0.9912481,0.003510562,0.0009196429,0.001389267,0.00264732,0.0002850021],"domain_scores_gemma":[0.9866649,0.01002461,0.0004392074,0.001574406,0.001034106,0.0002627645],"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":[0.00008027079,0.0001258193,0.002563808,0.003064538,0.0004268848,0.0002686752,0.0005345972,0.009909347,0.0005211205,0.139887,0.1408391,0.7017789],"study_design_scores_gemma":[0.00003330819,0.00008720493,0.001956236,0.001589044,0.00007854529,0.000621129,0.00072699,0.03082846,0.001100569,0.5051851,0.4577196,0.00007371093],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.005988252,0.3014522,0.5282463,0.03708922,0.004590244,0.0005838909,0.003822166,0.003665841,0.1145618],"genre_scores_gemma":[0.1529232,0.2615735,0.4872389,0.00767521,0.007507839,0.001725349,0.01083699,0.00105921,0.06945999],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01127531,"threshold_uncertainty_score":0.03995478,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Philippe Leclaire","is_ca":false},{"name":"Olga Umnova","is_ca":false},{"name":"Thomas Dupont","is_ca":false},{"name":"Raymond Panneton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01183199494424131,"gpt":0.1858737114502868,"spread":0.1740417165060455,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002338157,0.0002757561,0.000312325,0.0003598344,0.0002794376,0.0006406307,0.0005112555,0.000779746,0.0004601363],"category_scores_gemma":[0.000864544,0.0002630632,0.0002730656,0.0002717732,0.001304776,0.0006253475,0.0003344424,0.0002803705,0.0001010083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004941522,"about_ca_system_score_gemma":0.0003871418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001206993,"about_ca_topic_score_gemma":0.0007951221,"domain_scores_codex":[0.9998952,0.00002309783,0.000003941021,0.0000173892,0.00004408486,0.00001619408],"domain_scores_gemma":[0.9995322,0.0003198722,0.00005671119,0.00003010622,0.00004347203,0.00001763922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001759926,0.00008194226,0.002037645,0.0002166442,0.00001983735,0.0008203965,0.0001942704,0.8210772,0.1384851,0.02864095,0.0002575585,0.007992469],"study_design_scores_gemma":[0.00001351291,0.00005052096,0.0005656277,0.000006459145,0.000005500563,0.0001270621,0.00002710143,0.9887499,0.00818572,0.002036993,0.0002226028,0.000008952868],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7844722,0.0005244431,0.2060263,0.000185401,0.00004356254,0.00003249059,0.00005919512,0.000197873,0.008458457],"genre_scores_gemma":[0.9876707,0.0001363153,0.01074571,0.00001330856,0.000006706749,0.00001489065,0.00001379968,0.00001128145,0.001387328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001206993,"threshold_uncertainty_score":0.003585339,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Fandom; Appeal; Drama; Television series; Television studies; Tourism","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0175272537276746,"gpt":0.1992041002472557,"spread":0.1816768465195811,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002726305,0.0003302956,0.0001971454,0.001645662,0.006989308,0.02064068,0.0006480266,0.002028415,0.02532207],"category_scores_gemma":[0.004886155,0.0001632171,0.0002736189,0.002339021,0.01308411,0.008404059,0.008101567,0.002527821,0.002620096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004550225,"about_ca_system_score_gemma":0.003711826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005764788,"about_ca_topic_score_gemma":0.01234132,"domain_scores_codex":[0.9980391,0.0008666271,0.00003482008,0.0001835058,0.0003294853,0.0005465635],"domain_scores_gemma":[0.9966516,0.001747796,0.0002260825,0.0003492873,0.000312448,0.0007127952],"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":[0.0000737249,0.0001110953,0.007149193,0.0003118119,0.000009483374,0.000873104,0.1423552,0.0001593754,0.0004234709,0.7019935,0.0726968,0.07384315],"study_design_scores_gemma":[0.00001464443,0.00005177423,0.006205018,0.0005647729,0.00001087264,0.0002453754,0.1438013,0.000149293,0.0005006861,0.046806,0.8016329,0.00001748306],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05235037,0.002317183,0.0008896774,0.02755273,0.0004210875,0.00002405432,0.00006482323,0.0000682258,0.9163119],"genre_scores_gemma":[0.8918473,0.004787496,0.0005733216,0.003808383,0.0003804871,0.00004984882,0.00007856829,0.0002052288,0.0982694],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02532207,"threshold_uncertainty_score":0.08471078,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Indigenous; Resistance (ecology); Cultural assimilation; Identity (music); Dance; Sense of place; Poetry; Hegemony; Racialization; Native american","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01134670688784359,"gpt":0.2343539377133908,"spread":0.2230072308255472,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001831064,0.0003738149,0.0003106007,0.0009472097,0.008772696,0.005890404,0.0006992159,0.001029272,0.003065491],"category_scores_gemma":[0.002053851,0.0002533619,0.0001549286,0.0008972218,0.02467336,0.004711368,0.004527533,0.001984219,0.0001964945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002536875,"about_ca_system_score_gemma":0.001686911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01270199,"about_ca_topic_score_gemma":0.02317129,"domain_scores_codex":[0.9990061,0.0005254232,0.00003292136,0.00009416959,0.0001292413,0.0002122066],"domain_scores_gemma":[0.9989428,0.0005785904,0.0002038718,0.00006092813,0.00008520835,0.0001285298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000004942427,0.000006185704,0.0006818264,0.00001796953,0.000001180576,0.0001906961,0.9836962,0.000005763418,0.0001687424,0.01363332,0.0001089523,0.001484309],"study_design_scores_gemma":[0.000001888175,0.00001628759,0.002068965,0.0000594028,0.000004657328,0.0002809734,0.9719912,0.00001328559,0.0001724173,0.002700608,0.0226834,0.000006807853],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9257374,0.002036323,0.0008781735,0.003643385,0.00009462039,0.00001746213,0.00001839984,0.0000101719,0.06756414],"genre_scores_gemma":[0.9945968,0.0005013013,0.000103732,0.000147123,0.0000219052,0.000007535293,0.0000042611,0.000006060081,0.004611131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01270199,"threshold_uncertainty_score":0.0252561,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Emperipolesis; Triacetin; Fusible alloy","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.004164391472220617,"gpt":0.1648062791890564,"spread":0.1606418877168357,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001314529,0.0007115453,0.0004827715,0.001814482,0.01199726,0.005790718,0.001000189,0.00213201,0.1671697],"category_scores_gemma":[0.004598497,0.0003867952,0.0004311278,0.0009442961,0.003705532,0.004180632,0.006298569,0.005851739,0.07839932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002934603,"about_ca_system_score_gemma":0.004378862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05572346,"about_ca_topic_score_gemma":0.1891388,"domain_scores_codex":[0.9984437,0.0002442092,0.00003636544,0.0002246631,0.0007458485,0.0003052543],"domain_scores_gemma":[0.9981817,0.000204214,0.00006022374,0.0002174506,0.0007288759,0.0006076397],"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":[0.000009172666,0.00001689333,0.000230039,0.00003230244,0.000001947531,0.0001446862,0.001594096,0.00001340503,0.00009814456,0.04037821,0.9292789,0.0282022],"study_design_scores_gemma":[9.692592e-7,0.0000027151,0.00009101232,0.00002905105,4.757391e-7,0.0000490648,0.0005964122,0.00000528949,0.0000312475,0.0009029213,0.998288,0.000002734152],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001134034,0.001732423,0.0007431326,0.03005593,0.003421824,0.00004822601,0.0002525889,0.0004042519,0.9622076],"genre_scores_gemma":[0.005384194,0.0006440012,0.0004285465,0.006729797,0.0002113684,0.00001757969,0.00008288317,0.0002154573,0.9862861],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1671697,"threshold_uncertainty_score":0.5592386,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Creativity; Analogy; Function (biology); Construct (python library); Conceptualization; Process (computing); Heuristic; Consciousness; Variety (cybernetics); Creativity technique","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0163539209319503,"gpt":0.2087453712018636,"spread":0.1923914502699133,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00514624,0.0005584113,0.0004079373,0.002949079,0.006916627,0.01655129,0.001232292,0.002484792,0.004468817],"category_scores_gemma":[0.007899611,0.000295055,0.0006515087,0.001745582,0.02570455,0.02008832,0.009456595,0.004106872,0.001012413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003770877,"about_ca_system_score_gemma":0.003124162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001581068,"about_ca_topic_score_gemma":0.002914162,"domain_scores_codex":[0.9959551,0.002822406,0.0001176206,0.0002948621,0.0005692138,0.0002408319],"domain_scores_gemma":[0.9948803,0.002881634,0.0004501093,0.0006531341,0.0004108621,0.0007240113],"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":[0.00002148244,0.00003134082,0.0009937764,0.0001081256,0.000006665151,0.00022619,0.07384119,0.0002507906,0.0003463165,0.8656898,0.01229509,0.04618919],"study_design_scores_gemma":[0.00001775582,0.00006515344,0.0009510989,0.0004764338,0.00001388931,0.0007680148,0.04858491,0.001355925,0.0008153331,0.541511,0.4054042,0.00003637845],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08704698,0.01258411,0.1121525,0.08160444,0.0041875,0.0003093588,0.0001445475,0.0003202262,0.7016503],"genre_scores_gemma":[0.8395094,0.008830673,0.06184927,0.008832821,0.001362016,0.0004355329,0.0002102827,0.000344043,0.07862598],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01655129,"threshold_uncertainty_score":0.02735972,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Creativity; Creative city; Prestige; Relation (database); Ideology; Urban planning; Creative Cities; Acronym; Qualitative research; Key (lock)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03621959347571098,"gpt":0.2611583759637211,"spread":0.2249387824880101,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001636716,0.0005009971,0.0002658392,0.001999406,0.007380259,0.008301096,0.001161261,0.001204313,0.002433745],"category_scores_gemma":[0.001668624,0.0001876192,0.000414878,0.002503595,0.01575194,0.00430364,0.007695516,0.001665312,0.0001671957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009180738,"about_ca_system_score_gemma":0.003977919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01592064,"about_ca_topic_score_gemma":0.02991248,"domain_scores_codex":[0.9987705,0.0007812208,0.00003397312,0.00008450359,0.0001428618,0.0001869374],"domain_scores_gemma":[0.9990323,0.0006163836,0.0001082346,0.00005830071,0.00008791407,0.0000969844],"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":[0.00003825597,0.00007819505,0.005248966,0.0002944511,0.00001277116,0.001766164,0.3403708,0.001035741,0.0002724758,0.6195716,0.001636265,0.02967427],"study_design_scores_gemma":[0.0000243521,0.00009469047,0.008896017,0.0005388251,0.00002975203,0.00114122,0.7850529,0.003514722,0.0006840247,0.08634964,0.1136203,0.00005362316],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6329637,0.005154595,0.01005156,0.006684809,0.0002479124,0.0002498454,0.00005240285,0.00002741769,0.3445677],"genre_scores_gemma":[0.9922206,0.001436417,0.002366891,0.0001283729,0.0000214095,0.00005561533,0.00001064681,0.000005687242,0.003754259],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01592064,"threshold_uncertainty_score":0.06661123,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Movie theater; Studio; Scenography; Quarter (Canadian coin); Set (abstract data type); Performance art; Clothing","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01335466962378453,"gpt":0.1893581364853416,"spread":0.1760034668615571,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007063635,0.0005494464,0.0001529428,0.0007126782,0.005861831,0.007058286,0.0007152764,0.001062516,0.1056735],"category_scores_gemma":[0.001326219,0.0002870456,0.0003517057,0.0004896767,0.003521597,0.002970771,0.005772004,0.001753669,0.01581326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002654834,"about_ca_system_score_gemma":0.001581243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02211761,"about_ca_topic_score_gemma":0.07100298,"domain_scores_codex":[0.9991614,0.000271941,0.00001341806,0.000122025,0.0002503597,0.0001808124],"domain_scores_gemma":[0.9994266,0.00007644678,0.00002134617,0.000127363,0.0001315007,0.0002167745],"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":[0.00006605838,0.00002311559,0.0005628713,0.0001175518,0.000006664168,0.0001920548,0.01647292,0.00006070256,0.001357817,0.1229804,0.7955285,0.06263143],"study_design_scores_gemma":[0.000003175719,0.000006875796,0.000510087,0.00005502376,0.000001916489,0.00007391008,0.003623679,0.00002555465,0.0003226203,0.001028166,0.9943442,0.00000470089],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006058968,0.001052748,0.003208169,0.007367451,0.001881685,0.00005279368,0.0002807363,0.0006559524,0.9794415],"genre_scores_gemma":[0.06729525,0.0007905469,0.001695979,0.002062944,0.0001464726,0.00005027531,0.0002364482,0.0005237262,0.9271984],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1056735,"threshold_uncertainty_score":0.3535131,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Context (archaeology); Government (linguistics); Entitlement (fair division); Due diligence; Subpoena; Work (physics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.006604977225526914,"gpt":0.1730541057592425,"spread":0.1664491285337156,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03712887,0.0003360528,0.0004658407,0.003439781,0.02436412,0.0162443,0.00287766,0.003996678,0.004842932],"category_scores_gemma":[0.07703315,0.000456772,0.000618816,0.003542661,0.07099752,0.007203971,0.008065229,0.006889573,0.0003048387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08475464,"about_ca_system_score_gemma":0.1310681,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.805495,"about_ca_topic_score_gemma":0.8013009,"domain_scores_codex":[0.9538706,0.01460481,0.00135902,0.003475424,0.01684413,0.009845979],"domain_scores_gemma":[0.9218153,0.04959361,0.006906813,0.004365136,0.01338712,0.003931972],"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":[0.00002072601,0.00007256433,0.02180229,0.0001382363,0.00002388558,0.0009779235,0.1599976,0.0007477922,0.0006714622,0.768039,0.004738488,0.04276989],"study_design_scores_gemma":[0.00006036178,0.0001325272,0.1145654,0.00177309,0.00008957148,0.0005345098,0.2188979,0.002410898,0.002204377,0.2093473,0.4496264,0.0003576571],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3453991,0.005334365,0.01679687,0.06893741,0.0004901794,0.0002880742,0.0001068967,0.0001437686,0.5625032],"genre_scores_gemma":[0.9892514,0.0005482599,0.0008795671,0.002069879,0.00004157059,0.00003501661,0.00001170158,0.00002221463,0.007140323],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.805495,"threshold_uncertainty_score":0.6149408,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6991197790","doi":"","title":"Exploring the modes of internationalization :&#13;\\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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Internationalization; Order (exchange); Variety (cybernetics); Higher education; International business; Revenue; International education","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02907364090480472,"gpt":0.2248030570418648,"spread":0.19572941613706,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002171285,0.0003601048,0.0003707199,0.002377229,0.01302713,0.01221571,0.0009826336,0.002977173,0.0125854],"category_scores_gemma":[0.004639613,0.0004099874,0.0006278011,0.003355601,0.01819495,0.007195988,0.008794887,0.003297347,0.0006662282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01490407,"about_ca_system_score_gemma":0.004671122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08661155,"about_ca_topic_score_gemma":0.1019606,"domain_scores_codex":[0.9948391,0.00278516,0.00006792252,0.0001817103,0.0002688377,0.001857162],"domain_scores_gemma":[0.9975157,0.001059989,0.0004005768,0.0001624107,0.0002361827,0.0006251593],"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":[0.00004579425,0.00007703737,0.00643602,0.00007025572,0.00000992243,0.004425604,0.1333865,0.0008264715,0.0001567563,0.8430191,0.003686554,0.007859978],"study_design_scores_gemma":[0.0001245095,0.000124532,0.01789325,0.0006852327,0.00004302692,0.001974654,0.6985973,0.00273623,0.0003307846,0.1001211,0.1773094,0.00005999113],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4462292,0.001486014,0.001596349,0.01306707,0.00008369883,0.00008538734,0.00004023715,0.00001811143,0.5373939],"genre_scores_gemma":[0.9873263,0.0005928122,0.000289756,0.0003129137,0.0000115164,0.00002820566,0.00001076875,0.000007383016,0.01142025],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08661155,"threshold_uncertainty_score":0.1722148,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Exhibition; Culmination; Publication; Quarter (Canadian coin)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.004434435886668181,"gpt":0.1876352857960426,"spread":0.1832008499093745,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007101184,0.0003846146,0.0005701904,0.001193288,0.009933999,0.00874145,0.002145249,0.003956058,0.04368333],"category_scores_gemma":[0.01689924,0.0004378817,0.0003283694,0.002424244,0.02679357,0.005881164,0.01004394,0.004552114,0.007783471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.012629,"about_ca_system_score_gemma":0.02837786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02176767,"about_ca_topic_score_gemma":0.03209583,"domain_scores_codex":[0.9891688,0.006953852,0.0003969313,0.000817481,0.00150719,0.001155824],"domain_scores_gemma":[0.994486,0.002088884,0.0003950865,0.0004713233,0.001064003,0.001494672],"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":[0.00001631358,0.00005296538,0.001147484,0.0003230389,0.000005340231,0.0002164163,0.02328342,0.0001446751,0.00005624924,0.776347,0.1398404,0.05856675],"study_design_scores_gemma":[0.00000954286,0.00002981565,0.0008894593,0.001920496,0.000003770725,0.0002809041,0.02438768,0.00007763779,0.00004794282,0.1636093,0.8087302,0.00001322736],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004483838,0.02285979,0.009903387,0.1544747,0.002407726,0.0001262175,0.00009878611,0.0000946146,0.8055511],"genre_scores_gemma":[0.4302963,0.05521874,0.01767202,0.0514131,0.002044287,0.0009505012,0.000197178,0.0003089114,0.441899],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04368333,"threshold_uncertainty_score":0.1461353,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04949260389838374,"gpt":0.20541118126977,"spread":0.1559185773713863,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02102354,0.0004711517,0.0002422051,0.001796129,0.004392145,0.006146021,0.001451228,0.000932851,0.00460463],"category_scores_gemma":[0.04744744,0.0005856686,0.0005865585,0.002235525,0.002706338,0.001755348,0.002499496,0.001023338,0.001000336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0278043,"about_ca_system_score_gemma":0.03772352,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7214954,"about_ca_topic_score_gemma":0.8491101,"domain_scores_codex":[0.9841541,0.004335761,0.0009279637,0.0007288764,0.008333636,0.00151958],"domain_scores_gemma":[0.9483925,0.01106531,0.002394826,0.002618953,0.03056958,0.004958933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00197501,0.001199033,0.4881019,0.00158652,0.0001666174,0.002143455,0.1231842,0.04185024,0.01702574,0.02420004,0.03074563,0.2678216],"study_design_scores_gemma":[0.0001210465,0.00130455,0.6092042,0.000868055,0.0001804663,0.0004734258,0.2037798,0.04947729,0.007794582,0.001112567,0.125133,0.0005511146],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9530935,0.0002027569,0.0027596,0.002369939,0.0000554802,0.000319601,0.0003910445,0.0002408935,0.04056722],"genre_scores_gemma":[0.9876598,0.0004016792,0.006506815,0.0001168548,0.000004362627,0.00007548307,0.000297251,0.00005527791,0.004882532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2785046,"threshold_uncertainty_score":0.5602894,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Shore; The arts; Piano; Peninsula; Studio","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01493290784449798,"gpt":0.1753299127542206,"spread":0.1603970049097226,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000611769,0.0007171825,0.0003069387,0.001029949,0.004019465,0.003601332,0.0009411348,0.001409318,0.62629],"category_scores_gemma":[0.00145492,0.0003864635,0.0003338044,0.001007075,0.0005848723,0.002166875,0.003111378,0.001521664,0.3883451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001965003,"about_ca_system_score_gemma":0.003066962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02685175,"about_ca_topic_score_gemma":0.109287,"domain_scores_codex":[0.9993086,0.00005732922,0.00002046506,0.0001159099,0.0003747398,0.0001228577],"domain_scores_gemma":[0.9989599,0.0000503279,0.0000312361,0.0001583137,0.0004733221,0.0003269069],"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":[0.00005409301,0.00003187478,0.0002555074,0.00007733023,0.00000155636,0.00007813089,0.0003803346,0.00004125274,0.0007291117,0.007709982,0.9398251,0.05081557],"study_design_scores_gemma":[0.000002662858,0.000005743568,0.0004036997,0.00001259178,3.898719e-7,0.00003678224,0.00009867659,0.00001782494,0.000129715,0.0001693168,0.9991198,0.000002857157],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008523716,0.0002023769,0.001123857,0.0007356359,0.0005341043,0.0000694777,0.001850987,0.001062786,0.9935685],"genre_scores_gemma":[0.002957506,0.0001172619,0.0007262438,0.000140195,0.00006121144,0.00003221807,0.0009415976,0.0007690733,0.9942546],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.62629,"threshold_uncertainty_score":0.5330519,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Context (archaeology); Matching (statistics); Term (time); Property (philosophy); Identification (biology); Field (mathematics); Frugality","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02587565810104803,"gpt":0.1889294708105698,"spread":0.1630538127095218,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002562735,0.0005724045,0.0004244575,0.0009791147,0.0005259419,0.002571725,0.0007010314,0.001280567,0.005336671],"category_scores_gemma":[0.01724748,0.0004038685,0.00121109,0.0007373604,0.0008081529,0.001796286,0.001117389,0.001651707,0.0007625176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001212685,"about_ca_system_score_gemma":0.0007577185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01689578,"about_ca_topic_score_gemma":0.01098658,"domain_scores_codex":[0.9992907,0.0003233785,0.00004389623,0.0001282954,0.0001105213,0.00010322],"domain_scores_gemma":[0.9862748,0.009334348,0.002132792,0.0006492081,0.0008635067,0.0007454361],"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":[0.001063078,0.001187036,0.9460976,0.0001209517,0.0003352767,0.000657776,0.004872275,0.01893946,0.0009418429,0.005803469,0.001093525,0.01888778],"study_design_scores_gemma":[0.0001243542,0.0007496995,0.4793284,0.0001306328,0.000432423,0.000269666,0.003760563,0.5018176,0.0005246734,0.01128088,0.001479131,0.0001019461],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991136,0.000138627,0.004346567,0.0004373943,0.00001768194,0.00006849401,0.0001970011,0.00002386117,0.003634369],"genre_scores_gemma":[0.9986424,0.00005917103,0.0006112509,0.00002061656,0.00000746933,0.00002789165,0.0001286389,0.000003937502,0.0004986197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01689578,"threshold_uncertainty_score":0.03359485,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Work (physics); Population; Limiting; Gestational period","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04690430972521593,"gpt":0.3901629414291517,"spread":0.3432586317039358,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01148989,0.0007867556,0.001935513,0.001647982,0.001108154,0.001504336,0.001109228,0.001217486,0.003354713],"category_scores_gemma":[0.01140435,0.0007316396,0.003265515,0.00127009,0.0006220669,0.0009690052,0.001012334,0.0009177642,0.0002979815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002387759,"about_ca_system_score_gemma":0.002837525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004233448,"about_ca_topic_score_gemma":0.009565623,"domain_scores_codex":[0.9905284,0.006043341,0.001329471,0.0007164603,0.0009936538,0.0003886718],"domain_scores_gemma":[0.9918161,0.005322691,0.001480896,0.0004477189,0.0004910704,0.0004415903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.1157458,0.1469152,0.1058422,0.04603563,0.02048267,0.0005919448,0.02165525,0.001266947,0.002966827,0.001257471,0.002276943,0.5349631],"study_design_scores_gemma":[0.09633178,0.4102234,0.4178024,0.01201629,0.02334753,0.0005041016,0.02014492,0.004248023,0.002931256,0.001439261,0.01058553,0.0004256197],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789972,0.006674725,0.001121328,0.0002424182,0.0001098568,0.01031942,0.0007432653,0.0000178768,0.001773934],"genre_scores_gemma":[0.9600219,0.004968103,0.007019896,0.0005731325,0.0001381669,0.02571059,0.0004008328,0.000008822244,0.001158502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01148989,"threshold_uncertainty_score":0.06076509,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"S von Hünerbein","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03171061642498465,"gpt":0.3027556790740158,"spread":0.2710450626490312,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003558356,0.0006256943,0.002299687,0.006241422,0.0003306662,0.002102009,0.0009945214,0.001569373,0.003133388],"category_scores_gemma":[0.01141263,0.0005708965,0.001354923,0.00848126,0.0009632302,0.001973816,0.001064099,0.001251175,0.0005373056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001525738,"about_ca_system_score_gemma":0.003840226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004118086,"about_ca_topic_score_gemma":0.009550698,"domain_scores_codex":[0.9972417,0.0006779471,0.00097737,0.000379356,0.0006365948,0.00008701696],"domain_scores_gemma":[0.9813852,0.01385734,0.002554777,0.0001860495,0.00179714,0.0002194655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002473158,0.00006495673,0.001810697,0.3153261,0.001062048,0.0002245664,0.0009787654,0.0001860703,0.0004766486,0.001271798,0.01390066,0.6644504],"study_design_scores_gemma":[0.00006450367,0.0004788779,0.03529944,0.4031706,0.003429319,0.00301903,0.00273808,0.0001073318,0.0004696308,0.001340881,0.5497885,0.00009383877],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000218059,0.9991701,0.00002139467,0.0002941413,0.0001063283,0.000002635082,0.00002553844,7.053616e-7,0.0001611998],"genre_scores_gemma":[0.001516567,0.9978751,0.00004285201,0.0003107969,0.0001494289,0.000007854412,0.00002699745,0.000001039979,0.00006939554],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006241422,"threshold_uncertainty_score":0.01881862,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01972277769609035,"gpt":0.1722157477102974,"spread":0.1524929700142071,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009330304,0.0001671083,0.0003539462,0.0004884825,0.003116035,0.003490842,0.0008355747,0.001983167,0.02759694],"category_scores_gemma":[0.03756937,0.0002822444,0.0003623684,0.0005448855,0.002028523,0.00335375,0.003965156,0.00428547,0.002258088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00324725,"about_ca_system_score_gemma":0.00639418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03038284,"about_ca_topic_score_gemma":0.05100925,"domain_scores_codex":[0.9903657,0.003164989,0.0002535768,0.000623874,0.002264952,0.003326722],"domain_scores_gemma":[0.9753362,0.009905111,0.004282846,0.001827581,0.002927929,0.005720348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001311196,0.0008213798,0.4994945,0.001003363,0.00009220708,0.003740034,0.08339115,0.0005231849,0.003568296,0.06134957,0.1524215,0.1922836],"study_design_scores_gemma":[0.00006645286,0.0005573824,0.7273268,0.001055405,0.00002748219,0.0006723109,0.07119463,0.0005139192,0.0008387849,0.00636391,0.1912849,0.00009805204],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7372437,0.001075367,0.001271011,0.06444041,0.0008557833,0.0003749484,0.001942478,0.00008485387,0.1927114],"genre_scores_gemma":[0.9673876,0.0003721968,0.0005179531,0.01139406,0.0001866206,0.0001671531,0.0004144731,0.00004108304,0.01951891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03038284,"threshold_uncertainty_score":0.09232098,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"DE Butler","is_ca":false},{"name":"John Hughes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06774336849997993,"gpt":0.1913516169205837,"spread":0.1236082484206038,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003941505,0.0004537405,0.0005561251,0.001884349,0.005612152,0.009985762,0.001618973,0.002406487,0.005371743],"category_scores_gemma":[0.004155886,0.0003788786,0.0002921361,0.002508349,0.02887154,0.01849832,0.004921361,0.004040169,0.0003077583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01120122,"about_ca_system_score_gemma":0.004775637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07074399,"about_ca_topic_score_gemma":0.1283089,"domain_scores_codex":[0.9977496,0.001518873,0.00007528564,0.0001714794,0.000188118,0.0002965309],"domain_scores_gemma":[0.9951852,0.003742786,0.0005267906,0.0001000346,0.0002345125,0.0002106941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001359809,0.00002432647,0.004748234,0.0001577627,0.000004425416,0.0006539893,0.6363555,0.0001062237,0.0001115643,0.3415522,0.004414767,0.0118574],"study_design_scores_gemma":[0.000004578058,0.00003073007,0.01245214,0.001169519,0.000006470347,0.0004762535,0.8068287,0.000416922,0.00008182956,0.08219865,0.09631123,0.00002289162],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5355621,0.06353577,0.01406902,0.07065614,0.001014453,0.0001331731,0.0003339465,0.0000237403,0.3146716],"genre_scores_gemma":[0.9678744,0.01479195,0.001544186,0.002513014,0.000191579,0.0001155662,0.00008635487,0.00002677298,0.01285617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07074399,"threshold_uncertainty_score":0.1406644,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}