{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":18,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":18,"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":"28e39b4386a7","filters":{"venue":"The UWS Academic Portal (University of the West of Scotland)"}},"results":[{"id":"W2963360098","doi":"10.1109/mcom.2017.1600735","title":"FSO-based vertical fronthaul/backhaul framework for 5G+ systems","year":2018,"lang":"en","type":"article","venue":"The UWS Academic Portal (University of the West of Scotland)","topic":"Optical Wireless Communication Technologies","field":"Engineering","cited_by":554,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Backhaul (telecommunications); Computer science; Computer network; Scalability; Wireless; Wireless network; Telecommunications","authors":[{"name":"Mohamed Alzenad","is_ca":true},{"name":"Muhammad Zeeshan Shakir","is_ca":false},{"name":"Halim Yanıkömeroğlu","is_ca":true},{"name":"Mohamed‐Slim Alouini","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0178294539329509,"gpt":0.2232917998244381,"spread":0.2054623458914872,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003314988,0.0005668152,0.0002157243,0.0002777231,0.0005363428,0.0008186249,0.0006909947,0.0005391869,0.002536682],"category_scores_gemma":[0.0002654225,0.00009968352,0.0002726242,0.0002332684,0.0005367064,0.0007573193,0.0007041023,0.0006175534,0.0004986968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006319116,"about_ca_system_score_gemma":0.0006602763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006858904,"about_ca_topic_score_gemma":0.007673016,"domain_scores_codex":[0.9997824,0.00004403333,0.000006376983,0.0000251254,0.00007963801,0.00006240055],"domain_scores_gemma":[0.9999089,0.00001797229,0.00001131442,0.00001670069,0.00003062898,0.00001445073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002586323,0.0001518784,0.001551352,0.000320412,0.00007695224,0.0008251166,0.0004477458,0.3343066,0.07771582,0.2618906,0.01411722,0.3083377],"study_design_scores_gemma":[0.00002617835,0.0003561459,0.0008505596,0.00008138003,0.00003546134,0.0003640524,0.0002463915,0.9081891,0.008803912,0.03406236,0.04694201,0.00004249635],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05168925,0.003338855,0.9057164,0.0009788268,0.0004001585,0.0001801091,0.0001691283,0.0008453495,0.03668191],"genre_scores_gemma":[0.9178195,0.001479025,0.07433903,0.000208662,0.0001573547,0.00009174753,0.0001366071,0.00002708935,0.005741034],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006858904,"threshold_uncertainty_score":0.01363796,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3200541500","doi":"","title":"Global ELT coursebooks and equalities legislation: a critical study","year":2021,"lang":"en","type":"article","venue":"The UWS Academic Portal (University of the West of Scotland)","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Community Based Research Centre","funders":"","keywords":"Legislation; Political science; Sociology; Linguistics; Law; Philosophy","authors":[{"name":"Steve Brown","is_ca":false},{"name":"Christine Nanguy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02996223526450954,"gpt":0.2523151227930778,"spread":0.2223528875285682,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01273254,0.0005478029,0.0003614836,0.003307281,0.01703121,0.01610396,0.001472398,0.003833361,0.00694538],"category_scores_gemma":[0.01599991,0.0002886353,0.0002805478,0.003648158,0.04473643,0.012685,0.008940807,0.005679279,0.0004014391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02094276,"about_ca_system_score_gemma":0.006670833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01088285,"about_ca_topic_score_gemma":0.0190512,"domain_scores_codex":[0.989931,0.006884565,0.0001520517,0.000666964,0.001157285,0.001208105],"domain_scores_gemma":[0.9766159,0.01923628,0.001057875,0.0006351352,0.00152197,0.0009327882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000329172,0.00008743015,0.001931777,0.0001903811,0.000003796137,0.001058415,0.5977842,0.00007681763,0.0002186728,0.3751117,0.008978065,0.01452579],"study_design_scores_gemma":[0.00001008045,0.00006325499,0.003187984,0.0005117929,0.000007618851,0.0002340733,0.7514799,0.00009506663,0.0005282787,0.01350328,0.2303644,0.00001432705],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5435995,0.00514332,0.002848302,0.05500214,0.0008135944,0.0002405204,0.00008149653,0.00003284819,0.3922383],"genre_scores_gemma":[0.9705321,0.001827597,0.0005538192,0.004351296,0.0002060947,0.0001126271,0.00002511334,0.00004272534,0.02234866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02094276,"threshold_uncertainty_score":0.1519511,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2909231346","doi":"","title":"Working in culture: a conceptual exploration of cultural work on North Atlantic islands","year":2013,"lang":"en","type":"article","venue":"The UWS Academic Portal (University of the West of Scotland)","topic":"Research in Social Sciences","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Work (physics); Geography; Atlantic World; Oceanography; Sociology; History; Geology; Engineering; Ancient history","authors":[{"name":"Kathryn Burnett","is_ca":false},{"name":"Lynda Harling Stalker","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06601217671525776,"gpt":0.2933304830518321,"spread":0.2273183063365743,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003974202,0.000331447,0.0003481267,0.001952564,0.01517004,0.01040986,0.002091074,0.001552116,0.0039043],"category_scores_gemma":[0.005209595,0.0002703874,0.0003626386,0.002820846,0.02284121,0.005493653,0.007945674,0.002583107,0.000146145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0133158,"about_ca_system_score_gemma":0.01687218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3736546,"about_ca_topic_score_gemma":0.4270004,"domain_scores_codex":[0.9976217,0.001354461,0.00009042427,0.0001440136,0.0003030771,0.000486434],"domain_scores_gemma":[0.996031,0.002211158,0.0003426247,0.0002132267,0.0004974563,0.0007044756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001422043,0.00003203831,0.007319661,0.00004362552,0.000007460359,0.0002642924,0.9525931,0.00009624688,0.0001737243,0.03443019,0.0002735281,0.004751969],"study_design_scores_gemma":[0.000002638084,0.00001021499,0.006367377,0.0001017514,0.0000085405,0.00004724361,0.9813671,0.0001957282,0.0000336521,0.004079341,0.007778651,0.000007791185],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.906225,0.0007952984,0.001364858,0.004410189,0.00004079287,0.00004525248,0.00002737957,0.00000715251,0.08708417],"genre_scores_gemma":[0.9972739,0.00032799,0.0005638028,0.0001328562,0.00000415093,0.00002153697,0.00001139331,0.000007030826,0.00165739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3736546,"threshold_uncertainty_score":0.7429594,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3110841645","doi":"","title":"\"My tools for care\": a self-administered online intervention to support family carers of older persons with dementia","year":2019,"lang":"en","type":"article","venue":"The UWS Academic Portal (University of the West of Scotland)","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta; University of Saskatchewan","funders":"","keywords":"Dementia; Intervention (counseling); Psychology; Gerontology; Family caregivers; Medicine; Nursing; Disease","authors":[{"name":"Shelley Peacock","is_ca":true},{"name":"Wendy Duggleby","is_ca":true},{"name":"Rhoda MacRae","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0160231530010102,"gpt":0.2599288533357859,"spread":0.2439057003347757,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002317487,0.000470062,0.000672284,0.0005988457,0.0008769154,0.0006060962,0.0008072451,0.001018511,0.004626506],"category_scores_gemma":[0.005577515,0.0002796174,0.001101563,0.0003585352,0.0005872457,0.0006918234,0.001209799,0.001046175,0.0002010479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00213841,"about_ca_system_score_gemma":0.006094194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01769934,"about_ca_topic_score_gemma":0.04577016,"domain_scores_codex":[0.999017,0.0005475458,0.00009514157,0.00008523947,0.0001185416,0.0001366023],"domain_scores_gemma":[0.9983675,0.0005734888,0.0002798082,0.0000702738,0.00008510171,0.0006238695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.04820404,0.1230383,0.01606049,0.01343001,0.001249662,0.000411231,0.009695206,0.0009481062,0.003574137,0.0007806611,0.01129125,0.7713169],"study_design_scores_gemma":[0.302836,0.325022,0.3030456,0.008431022,0.004199655,0.0005471433,0.01317586,0.002970564,0.003669105,0.001433481,0.03439314,0.0002765135],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806048,0.001451691,0.0006919017,0.001197697,0.0002374629,0.01228558,0.0004730002,0.0001444447,0.002913574],"genre_scores_gemma":[0.9541833,0.001746777,0.01606689,0.001263671,0.0001207849,0.0240877,0.000457291,0.00000858244,0.002064916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01769934,"threshold_uncertainty_score":0.03519261,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2913721644","doi":"","title":"Event-led sport policy: development or distraction?","year":2015,"lang":"en","type":"article","venue":"The UWS Academic Portal (University of the West of Scotland)","topic":"Sport and Mega-Event Impacts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Mount Royal University; Western University","funders":"","keywords":"Distraction; Event (particle physics); Psychology; Political science; History; Computer science; Cognitive psychology","authors":[{"name":"Laura Misener","is_ca":true},{"name":"Gayle McPherson","is_ca":false},{"name":"David McGillivray","is_ca":false},{"name":"David Legg","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04383009336116963,"gpt":0.3046314033900178,"spread":0.2608013100288482,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05321974,0.000887725,0.001425796,0.002896978,0.004767782,0.02495214,0.004932925,0.01355332,0.06655435],"category_scores_gemma":[0.1005733,0.0008554865,0.0009492384,0.005269911,0.01481856,0.02535184,0.0150303,0.01206637,0.003679899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01479035,"about_ca_system_score_gemma":0.06062279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02604332,"about_ca_topic_score_gemma":0.02913106,"domain_scores_codex":[0.9631486,0.02129017,0.001100489,0.001909348,0.004224706,0.008326734],"domain_scores_gemma":[0.8962675,0.063277,0.005960961,0.004389363,0.01057073,0.01953434],"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":[0.0002984808,0.001102962,0.005514322,0.001243815,0.00009276885,0.0001388268,0.005892913,0.001340153,0.0002860074,0.702174,0.1596539,0.1222618],"study_design_scores_gemma":[0.0005848435,0.000444321,0.01778099,0.006778111,0.0001225377,0.0001286287,0.04063839,0.002471745,0.0008324988,0.3790129,0.5510059,0.0001991477],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.009952684,0.004090807,0.002938954,0.8778349,0.002045947,0.0001107116,0.0002760974,0.0001396481,0.1026103],"genre_scores_gemma":[0.7727295,0.01168491,0.004209691,0.1765747,0.004384928,0.0006377031,0.0003841946,0.0002409699,0.0291534],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06655435,"threshold_uncertainty_score":0.2814562,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7036632136","doi":"","title":"Championing dementia education:adapting an effective Scottish dementia education programme for Canadian acute health care providers","year":2023,"lang":"en","type":"article","venue":"The UWS Academic Portal (University of the West of Scotland)","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Dementia; Health care; MEDLINE; Public health; Qualitative research","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01577852656227482,"gpt":0.2989073946208121,"spread":0.2831288680585373,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0177199,0.0007672781,0.000563559,0.001342353,0.01840712,0.00554285,0.004534415,0.002051158,0.009529468],"category_scores_gemma":[0.02647719,0.0007563979,0.0009474241,0.001559321,0.002226991,0.002705451,0.01152797,0.004151167,0.0007944597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06144839,"about_ca_system_score_gemma":0.3625641,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7982427,"about_ca_topic_score_gemma":0.9644468,"domain_scores_codex":[0.9908792,0.003112235,0.0004207822,0.0003760203,0.001837384,0.003374423],"domain_scores_gemma":[0.9591641,0.003414823,0.001163887,0.00104926,0.007930248,0.02727767],"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":[0.001079386,0.01034761,0.08258565,0.001276433,0.0001231625,0.003607595,0.1148523,0.001230574,0.001803623,0.003557147,0.1612909,0.6182457],"study_design_scores_gemma":[0.002114587,0.004899023,0.4014229,0.003298964,0.0003090295,0.001093469,0.2867833,0.0023736,0.001657879,0.003110702,0.2921574,0.0007791397],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8044462,0.001494512,0.00486348,0.09807021,0.0019776,0.01376268,0.0006753812,0.0009615177,0.07374837],"genre_scores_gemma":[0.9061612,0.001782882,0.05486753,0.01510104,0.0002828731,0.003181339,0.0005893846,0.0001485256,0.01788523],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.2017573,"threshold_uncertainty_score":0.4458414,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7061393466","doi":"","title":"Reevaluation of structures in <sup>70</sup>Se from combined conversion-electron and -ray spectroscopy","year":2024,"lang":"en","type":"article","venue":"The UWS Academic Portal (University of the West of Scotland)","topic":"Thermal Analysis in Power Transmission","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Research Council Canada; Ontario Ministry of Research and Innovation; Science and Technology Facilities Council; Natural Sciences and Engineering Research Council of Canada; Ministry of Education, Culture, Sports, Science and Technology; Canada Research Chairs; TRIUMF; National Science Foundation","keywords":"Spectroscopy; Analytical Chemistry (journal); Spectral line; Infrared spectroscopy; Spectrum analysis","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.007182494489805772,"gpt":0.2082949768362603,"spread":0.2011124823464546,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003935972,0.0008021734,0.000475516,0.001128408,0.0008617966,0.001310797,0.001843324,0.0008040158,0.01263976],"category_scores_gemma":[0.001078651,0.0005388809,0.0003842646,0.0007468466,0.0007842256,0.001403895,0.000522351,0.00216088,0.001708445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005827939,"about_ca_system_score_gemma":0.0008161332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002836257,"about_ca_topic_score_gemma":0.006350947,"domain_scores_codex":[0.9998958,0.00001726633,0.000006012461,0.00001957138,0.00004202924,0.00001935368],"domain_scores_gemma":[0.9996723,0.00009892475,0.00002676439,0.00007458065,0.0001110504,0.00001632188],"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":[0.0007168701,0.0002696611,0.002535964,0.001021447,0.00007837974,0.002245574,0.00138382,0.0080027,0.8103864,0.04055065,0.0114519,0.1213566],"study_design_scores_gemma":[0.0001559797,0.0005478472,0.01652608,0.0003431673,0.000268549,0.002109249,0.002012581,0.0447838,0.7775738,0.02186627,0.1337267,0.00008599702],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7250292,0.005863471,0.1736163,0.003539891,0.0006885861,0.0001562622,0.003860638,0.004028658,0.08321702],"genre_scores_gemma":[0.8913963,0.002574132,0.08418805,0.000439493,0.00002987318,0.00009066796,0.003897208,0.0008101356,0.01657416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01263976,"threshold_uncertainty_score":0.04228419,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3207299187","doi":"","title":"Oral contraceptives moderate relationship between sex hormones and emotion recognition across the menstrual cycle","year":2012,"lang":"en","type":"article","venue":"The UWS Academic Portal (University of the West of Scotland)","topic":"Menstrual Health and Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Regina","funders":"","keywords":"Psychology; Menstrual cycle; Hormone; Developmental psychology; Menstruation; Physiology; Clinical psychology; Medicine; Endocrinology; Internal medicine","authors":[{"name":"Holly McCrindle","is_ca":false},{"name":"Laurie Sykes Tottenham","is_ca":true},{"name":"Jessica Yelland","is_ca":false},{"name":"Bianca Hatin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05446349850897767,"gpt":0.2964110444235476,"spread":0.2419475459145699,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002982765,0.0001975414,0.0004059807,0.0002049901,0.0002978233,0.0009187864,0.0002188413,0.000482385,0.007761781],"category_scores_gemma":[0.003711069,0.0003812452,0.0002283579,0.0002325416,0.0003229484,0.0003869722,0.0005678117,0.0006231634,0.0004417929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002421984,"about_ca_system_score_gemma":0.0003551015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004707235,"about_ca_topic_score_gemma":0.008972818,"domain_scores_codex":[0.9998221,0.00006043183,0.000007946526,0.00003790902,0.00002678814,0.00004484843],"domain_scores_gemma":[0.9983961,0.000743945,0.0003766836,0.0001293191,0.00007645533,0.00027747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04313201,0.002681758,0.811816,0.0003440903,0.0009087169,0.0003434502,0.004673908,0.0003171547,0.06669446,0.0004989623,0.002328907,0.0662606],"study_design_scores_gemma":[0.00004094904,0.0003039749,0.9987608,0.000007437141,0.00003588208,0.00002396879,0.0001919606,0.00007177295,0.000246631,0.00004265652,0.0002687376,0.000005223947],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971828,0.0004464108,0.00004376882,0.000131541,0.00004237954,0.0000154283,0.000220899,0.00000463746,0.001912116],"genre_scores_gemma":[0.9964969,0.0003552138,0.00009186656,0.0001190198,0.0000306125,0.0000231565,0.0002221362,0.000008355985,0.002652888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007761781,"threshold_uncertainty_score":0.02596575,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3181667840","doi":"","title":"Here’s looking at you: visuospatial biases can influence judgements of faces and art","year":2012,"lang":"en","type":"article","venue":"The UWS Academic Portal (University of the West of Scotland)","topic":"Face Recognition and Perception","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Regina","funders":"","keywords":"Psychology; Cognitive psychology; Perception; Neuroscience","authors":[{"name":"Bianca Hatin","is_ca":false},{"name":"Laurie Sykes Tottenham","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03647959322569386,"gpt":0.2500129063194682,"spread":0.2135333130937743,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001994847,0.0002188697,0.0002937431,0.000630018,0.0005654538,0.003261907,0.0003793609,0.0008910996,0.01309774],"category_scores_gemma":[0.03195418,0.0003136536,0.0002228067,0.000473362,0.001054405,0.001767353,0.001171422,0.0006217714,0.001068546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003612739,"about_ca_system_score_gemma":0.0003477381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005099717,"about_ca_topic_score_gemma":0.008164512,"domain_scores_codex":[0.9990709,0.0002828818,0.00003840288,0.0002089312,0.0003000071,0.00009886797],"domain_scores_gemma":[0.9884266,0.006943643,0.001818623,0.001210814,0.0008731975,0.0007272324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009874493,0.0009439648,0.4000134,0.0007894036,0.0006994046,0.001139038,0.02164226,0.002791808,0.2644804,0.01034174,0.01658645,0.2706976],"study_design_scores_gemma":[0.000197802,0.0006127291,0.9475996,0.0001492653,0.0002531232,0.0004976761,0.006069462,0.003659794,0.01036269,0.02400906,0.006440911,0.0001478475],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810168,0.0002024327,0.001205091,0.0004820138,0.00009110794,0.00001626508,0.0001284056,0.00003912096,0.01681875],"genre_scores_gemma":[0.9960988,0.0000943528,0.001141725,0.0003245186,0.00002559369,0.00001446256,0.00007180364,0.00009503361,0.00213356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01309774,"threshold_uncertainty_score":0.04381627,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7070158386","doi":"","title":"Object updating influences the perceptual asynchrony illusion","year":2007,"lang":"en","type":"article","venue":"The UWS Academic Portal (University of the West of Scotland)","topic":"Fetal and Pediatric Neurological Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Regina","funders":"","keywords":"Asynchrony (computer programming); Object (grammar); Perception; Illusion; Cognitive neuroscience of visual object recognition","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01444934424652385,"gpt":0.2340414289465254,"spread":0.2195920847000015,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008173913,0.0004082419,0.0005028934,0.0004287162,0.0003019224,0.00215653,0.0007127214,0.0009676564,0.01156353],"category_scores_gemma":[0.01982975,0.0005297216,0.0002510376,0.0002853634,0.000761967,0.002560462,0.001809338,0.001325064,0.0008405169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003064093,"about_ca_system_score_gemma":0.0004641288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008176476,"about_ca_topic_score_gemma":0.000455937,"domain_scores_codex":[0.9994906,0.00006523382,0.00003765817,0.0001208204,0.0002039007,0.00008185026],"domain_scores_gemma":[0.9935611,0.003530869,0.001361895,0.0007037696,0.0002603002,0.0005819746],"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":[0.007066324,0.0002099735,0.006902418,0.0001803638,0.00005219636,0.0006732041,0.0006956452,0.001436293,0.9346293,0.007173968,0.0009743183,0.04000605],"study_design_scores_gemma":[0.001944631,0.003789211,0.6164738,0.0002608935,0.0005370727,0.004950908,0.001208653,0.05913791,0.1897586,0.110183,0.01153339,0.0002220013],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9728942,0.0004016,0.007625388,0.0004854708,0.0003669986,0.000039297,0.0001726019,0.0001665182,0.01784803],"genre_scores_gemma":[0.9951278,0.0001957308,0.002075816,0.0002223796,0.00008860763,0.00001549989,0.0001120852,0.0002664151,0.001895628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01156353,"threshold_uncertainty_score":0.03868389,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7038079351","doi":"","title":"Forced Migration and Education:Refugee Women Teachers’ Trajectories in Canada and UK","year":2016,"lang":"en","type":"book-chapter","venue":"The UWS Academic Portal (University of the West of Scotland)","topic":"Bryophyte Studies and Records","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Forced migration; Population; Immigration; Government (linguistics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.00751374314285492,"gpt":0.1649425222401514,"spread":0.1574287790972965,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001534797,0.0003245559,0.0006298982,0.002320269,0.01989413,0.01224732,0.002277793,0.00224469,0.01111556],"category_scores_gemma":[0.005008939,0.0004661284,0.0004326766,0.007840937,0.006529489,0.004049812,0.009580207,0.004591404,0.0009790069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09138826,"about_ca_system_score_gemma":0.1829008,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9946358,"about_ca_topic_score_gemma":0.9978077,"domain_scores_codex":[0.997582,0.0002209545,0.0000749117,0.0001188893,0.000378243,0.001625023],"domain_scores_gemma":[0.9951317,0.0003884388,0.0003890027,0.00006518419,0.001287057,0.002738714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000147483,0.00009424217,0.07415071,0.0002166349,0.00001761704,0.001113456,0.8471195,0.0001824434,0.0001202724,0.01093062,0.02462239,0.04128461],"study_design_scores_gemma":[0.000005180147,0.00001824981,0.06686342,0.0004333764,0.000006559433,0.0001141267,0.8865597,0.00003965843,0.00003431497,0.0002652605,0.04562698,0.00003317915],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9191072,0.01123878,0.0001158196,0.02896868,0.000407671,0.00006825547,0.001930404,0.00003118239,0.03813192],"genre_scores_gemma":[0.9486567,0.008524429,0.0001660412,0.001866901,0.00002994433,0.00005589654,0.0006966275,0.00005074675,0.0399527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09138826,"threshold_uncertainty_score":0.6630714,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7054511770","doi":"","title":"After Industrial Citizenship:Adapting to Precarious Employment in the Lanarkshire Coalfield, Scotland and Sudbury Hardrock Mining, Canada","year":2018,"lang":"en","type":"article","venue":"The UWS Academic Portal (University of the West of Scotland)","topic":"Magneto-Optical Properties and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Population; Work (physics); Context (archaeology); Government (linguistics); Settlement (finance)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01545733832198393,"gpt":0.1849728176788908,"spread":0.1695154793569069,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008386096,0.0002459633,0.0004996436,0.001146184,0.02007915,0.004768723,0.002605971,0.00155681,0.007892231],"category_scores_gemma":[0.001934339,0.0002870483,0.0004580681,0.001863947,0.004765094,0.001138243,0.004582535,0.00233058,0.0007529197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04104279,"about_ca_system_score_gemma":0.06060351,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9740527,"about_ca_topic_score_gemma":0.9961511,"domain_scores_codex":[0.9974716,0.0001798569,0.00002933581,0.00009367445,0.0003421117,0.001883427],"domain_scores_gemma":[0.9963239,0.0001387133,0.0001985736,0.0000451291,0.0005858177,0.002707836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000504002,0.0007458615,0.4411031,0.000170813,0.00005781366,0.007653834,0.4383025,0.0002760238,0.001051601,0.005448875,0.03363623,0.0710493],"study_design_scores_gemma":[0.00001172896,0.00009048702,0.3278048,0.00008708693,0.000007769453,0.0002297678,0.6485042,0.00007673596,0.00007448003,0.0001646967,0.02291717,0.00003105467],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884111,0.0002940742,0.0000302284,0.003627379,0.00008063406,0.0000563208,0.0001672374,0.000008387674,0.007324792],"genre_scores_gemma":[0.9819701,0.000355133,0.00007932904,0.000908424,0.00001802663,0.0000223484,0.0001317048,0.00001217127,0.01650279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04104279,"threshold_uncertainty_score":0.2977877,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7032523693","doi":"","title":"McGill, Robert","year":2018,"lang":"en","type":"other","venue":"The UWS Academic Portal (University of the West of Scotland)","topic":"Data Analysis with R","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01003596415443969,"gpt":0.2038334977703865,"spread":0.1937975336159468,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001077569,0.001191232,0.0008067003,0.001655388,0.001856056,0.004175222,0.001378333,0.001557265,0.3150684],"category_scores_gemma":[0.004847638,0.0006444486,0.0004065762,0.001964517,0.001035229,0.002620972,0.001541835,0.002962094,0.1932962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001709451,"about_ca_system_score_gemma":0.00323818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03307944,"about_ca_topic_score_gemma":0.1054019,"domain_scores_codex":[0.9989235,0.0001133784,0.00004421937,0.0002853625,0.0005365422,0.00009696884],"domain_scores_gemma":[0.997251,0.0004160354,0.00008763672,0.0004035139,0.001410378,0.0004313832],"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":[0.00001709167,0.00001063089,0.00008381311,0.00005501034,0.000002841158,0.00004826624,0.000119055,0.0000886883,0.0001799661,0.01187589,0.8872647,0.100254],"study_design_scores_gemma":[0.000002186634,0.000003597032,0.0001178316,0.00004914847,0.000001464005,0.0000288267,0.00004459792,0.00001864517,0.00004663261,0.0008414119,0.9988419,0.000003669356],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005965921,0.03137617,0.005739469,0.02221602,0.009360369,0.0001170417,0.002865609,0.001677432,0.9260513],"genre_scores_gemma":[0.002651031,0.006694502,0.00182497,0.002178881,0.0004704845,0.00004324977,0.0003965631,0.0005276806,0.9852127],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6849316,"threshold_uncertainty_score":0.9769718,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6999450927","doi":"","title":"Collaborating to co-produce educational content to champion dementia care in acute settings:Lessons learned","year":2024,"lang":"en","type":"article","venue":"The UWS Academic Portal (University of the West of Scotland)","topic":"Dementia and Cognitive Impairment Research","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":"Champion; Dementia; Context (archaeology); Charter; Intervention (counseling); Stakeholder; Presentation (obstetrics); Psychological intervention","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03685322506162503,"gpt":0.3372994405589269,"spread":0.3004462154973018,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.100141,0.001972639,0.0008771661,0.002466203,0.009751891,0.01288419,0.006386433,0.005480577,0.005711304],"category_scores_gemma":[0.1073199,0.0007262782,0.001564701,0.00196682,0.009774064,0.01038268,0.01992353,0.009002523,0.001532315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01763717,"about_ca_system_score_gemma":0.1143893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0983666,"about_ca_topic_score_gemma":0.2355762,"domain_scores_codex":[0.9175544,0.05740627,0.002229266,0.003011715,0.01186318,0.007935236],"domain_scores_gemma":[0.859355,0.08054958,0.002819723,0.006878364,0.02453744,0.02585979],"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":[0.0003047293,0.00280262,0.00762641,0.007296371,0.0001963246,0.002817363,0.2520109,0.001543426,0.003299708,0.01640097,0.07690472,0.6287965],"study_design_scores_gemma":[0.0006465194,0.002360672,0.009579677,0.01537166,0.0004759176,0.001758834,0.2796074,0.002363329,0.009250339,0.0272183,0.6508328,0.0005344378],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2936309,0.02204019,0.1356582,0.3986735,0.01022983,0.01768862,0.0008717604,0.00294079,0.1182662],"genre_scores_gemma":[0.5205794,0.01277659,0.4078583,0.0346027,0.0009599692,0.006713057,0.0007175001,0.0008538379,0.01493873],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.100141,"threshold_uncertainty_score":0.5296025,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7028267289","doi":"","title":"Educating healthcare professionals as change agents to champion dementia care in acute care settings","year":2023,"lang":"en","type":"article","venue":"The UWS Academic Portal (University of the West of Scotland)","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba; University of British Columbia; University of Alberta; University of Saskatchewan","funders":"","keywords":"Champion; Dementia; Health professionals; Acute care; Health care; Acute hospital; Acute medicine","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02737320658282592,"gpt":0.3392044918859488,"spread":0.3118312853031229,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01138007,0.0005304842,0.0003509878,0.0009741171,0.004180965,0.00360048,0.001820788,0.002127571,0.01110221],"category_scores_gemma":[0.02418454,0.0006385508,0.0004529035,0.0004882481,0.001299468,0.002987114,0.006699489,0.002964716,0.002249407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002426281,"about_ca_system_score_gemma":0.02513349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006831852,"about_ca_topic_score_gemma":0.02764998,"domain_scores_codex":[0.9918016,0.005050258,0.0002311734,0.0003521644,0.001042451,0.001522441],"domain_scores_gemma":[0.9762823,0.003561886,0.001499441,0.0005417069,0.002427491,0.01568713],"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":[0.0005407512,0.01969725,0.06103454,0.0016795,0.00008334791,0.002181317,0.08483664,0.0003859802,0.002745292,0.002137104,0.1461863,0.6784919],"study_design_scores_gemma":[0.00288893,0.01399517,0.1893801,0.006659299,0.0002856857,0.002866392,0.3123846,0.002331557,0.006358111,0.006532371,0.4560218,0.0002959839],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8046002,0.002608966,0.01007948,0.09715898,0.003413044,0.005942023,0.0001433034,0.001121612,0.07493234],"genre_scores_gemma":[0.8549479,0.004920164,0.07019096,0.02691175,0.001157694,0.00469948,0.0004654513,0.0001115109,0.03659518],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01138007,"threshold_uncertainty_score":0.06018424,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7056710743","doi":"","title":"FSO-based vertical fronthaul/backhaul framework for 5G+ systems","year":2018,"lang":"en","type":"article","venue":"The UWS Academic Portal (University of the West of Scotland)","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Set (abstract data type); Work (physics); Term (time); Component (thermodynamics); Context (archaeology)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01549371267335251,"gpt":0.2187586290818153,"spread":0.2032649164084628,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007109359,0.0007413504,0.0004515473,0.0005541581,0.000853055,0.001725648,0.001080466,0.000538278,0.0103164],"category_scores_gemma":[0.000708757,0.0002128628,0.0004330928,0.0003806663,0.0005378308,0.001125546,0.00157434,0.000871484,0.002128022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00081608,"about_ca_system_score_gemma":0.001218743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009566233,"about_ca_topic_score_gemma":0.00988348,"domain_scores_codex":[0.9994515,0.00007123219,0.00002661093,0.00006702017,0.0001942032,0.000189518],"domain_scores_gemma":[0.9996651,0.00004571355,0.00001870979,0.0001069424,0.0001168176,0.00004670065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00137002,0.0004500297,0.001890032,0.0004283975,0.0001497691,0.0006926502,0.000685222,0.1270601,0.09435223,0.1901209,0.0540558,0.5287449],"study_design_scores_gemma":[0.00008340889,0.0003329354,0.0009367826,0.0000976921,0.00007650351,0.0002383176,0.0002536639,0.8247885,0.03124166,0.04180522,0.1000708,0.00007463652],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03943366,0.0009155663,0.8953341,0.0004031911,0.0003825609,0.0004116003,0.000795212,0.01508645,0.0472376],"genre_scores_gemma":[0.8163847,0.0004179767,0.16125,0.0003390901,0.0001292895,0.0002551028,0.001512378,0.0004965405,0.01921494],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0103164,"threshold_uncertainty_score":0.0345118,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2886020357","doi":"","title":"Does prison education in Scottish young offenders’ institutions work?","year":2016,"lang":"en","type":"article","venue":"The UWS Academic Portal (University of the West of Scotland)","topic":"Criminal Justice and Corrections Analysis","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":"Prison; Criminology; Work (physics); Political science; Psychology; Sociology; Engineering","authors":[{"name":"Yonah Hisbon Matemba","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02286181716390666,"gpt":0.2727739269225496,"spread":0.2499121097586429,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00499584,0.0003487577,0.0006327345,0.001801134,0.004781513,0.005764568,0.001734324,0.001457631,0.01310929],"category_scores_gemma":[0.01674529,0.0003668766,0.001065141,0.002368384,0.003341522,0.002932592,0.005754722,0.00229479,0.00114703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007779171,"about_ca_system_score_gemma":0.01580378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1844286,"about_ca_topic_score_gemma":0.3188747,"domain_scores_codex":[0.9948831,0.001561125,0.0002115171,0.0002851906,0.0007677986,0.002291358],"domain_scores_gemma":[0.9863375,0.001435647,0.003000752,0.0004600256,0.00150851,0.007257493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004926034,0.001185525,0.7144917,0.001012689,0.0002651741,0.002313786,0.08201344,0.0001202397,0.0002383249,0.006369831,0.0357368,0.1557599],"study_design_scores_gemma":[0.00005183005,0.0004546355,0.8707743,0.001896382,0.0001039694,0.0004958461,0.1004482,0.00009253409,0.0001027344,0.00108207,0.02443797,0.00005952361],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9266796,0.00537343,0.00009598739,0.04757881,0.0007069748,0.0000510329,0.0004888093,0.00003216027,0.01899328],"genre_scores_gemma":[0.9929627,0.001685602,0.00008231336,0.002844782,0.0001227365,0.00001581929,0.0001456319,0.00001207204,0.002128287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1844286,"threshold_uncertainty_score":0.3667103,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7027733984","doi":"","title":"Detection, biophysical effects, and toxicity of polystyrene nanoparticles to the cnidarian <i>Hydra attenuata</i>","year":2020,"lang":"en","type":"article","venue":"The UWS Academic Portal (University of the West of Scotland)","topic":"Marine Invertebrate Physiology and Ecology","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Environment and Climate Change Canada","keywords":"Toxicity; Nanotoxicology; Polystyrene; Nanoparticle","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.008095658865748763,"gpt":0.1706752650489834,"spread":0.1625796061832346,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001424446,0.000180029,0.00006094965,0.0001287638,0.0001253092,0.0002091438,0.0001082886,0.0002121805,0.001027225],"category_scores_gemma":[0.0002301033,0.000141936,0.0001335293,0.00009500571,0.0001776193,0.0001210895,0.0001414581,0.0002303151,0.0002016528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002429193,"about_ca_system_score_gemma":0.0001746309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003137225,"about_ca_topic_score_gemma":0.004490032,"domain_scores_codex":[0.9999254,0.00000549823,0.000004916409,0.00002146725,0.0000259332,0.00001676224],"domain_scores_gemma":[0.9998937,0.00003585067,0.00001988739,0.000005559831,0.00002545667,0.00001946834],"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":[0.00002950164,0.000008319947,0.0005691552,0.00001490894,0.000002629297,0.00001515387,0.00001712788,0.00005587008,0.9984934,0.0000293358,0.00002446313,0.0007400712],"study_design_scores_gemma":[0.000004181312,0.0002327959,0.02583739,0.000004670707,0.000011231,0.0000542277,0.00006405588,0.0007973507,0.9722646,0.00003263368,0.0006914929,0.000005340396],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971511,0.0002065764,0.0007227106,0.00003859251,0.00001635978,0.000008678815,0.0001128785,0.00001129884,0.001731831],"genre_scores_gemma":[0.9935236,0.0003270185,0.001529073,0.00009229973,0.000006635581,0.00001750098,0.0002742168,0.00001081316,0.004218825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003137225,"threshold_uncertainty_score":0.006237924,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}