{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":13,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":13,"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":"ee01a227e13f","filters":{"venue":"Press Start (University of Glasgow)"}},"results":[{"id":"W2784487038","doi":"","title":"Shrieking, Biting, and Licking","year":2018,"lang":"en","type":"article","venue":"Press Start (University of Glasgow)","topic":"Gothic Literature and Media Analysis","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Licking; Biting; Geography; Medicine; Biology; Ecology","authors":[{"name":"Sarah Stang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01940507729767311,"gpt":0.2450680904353366,"spread":0.2256630131376635,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002658837,0.00005148287,0.0001169792,0.00006294192,0.000498706,0.0000274591,0.0001606435,0.00007007776,0.0003381789],"category_scores_gemma":[0.00006878685,0.00006059242,0.00004420199,0.0001442827,0.0005632974,0.000241478,0.00007814631,0.00007244752,0.000008382317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001698156,"about_ca_system_score_gemma":0.00004695407,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007684851,"about_ca_topic_score_gemma":0.008916065,"domain_scores_codex":[0.9993572,0.00006944828,0.0000513184,0.0001491753,0.0002010061,0.0001718418],"domain_scores_gemma":[0.9995251,0.00005921936,0.00007108635,0.0001051156,0.0001371755,0.000102293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001173028,0.000127968,0.06897618,0.0001111369,0.0003159162,0.00004942693,0.7266864,0.000001533891,0.002204475,0.1436581,0.02455506,0.03319655],"study_design_scores_gemma":[0.0002543163,0.00004591056,0.002637456,0.00004534512,0.00008071904,4.551629e-7,0.02290258,0.0001220138,0.0002306418,0.000636158,0.9729293,0.0001150833],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7384902,0.0005124492,0.001415874,0.00195419,0.0001991359,0.0001240449,0.00001054498,0.00007765558,0.2572159],"genre_scores_gemma":[0.9931933,0.0001843345,0.001007333,0.00007206315,0.0001794163,6.508139e-8,0.000002062779,0.000002972729,0.005358451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9483743,"threshold_uncertainty_score":0.9989231,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2259626163","doi":"","title":"Media Literacy: Using a Game to Prompt Self-Reflection on Political Truth Biases","year":2015,"lang":"en","type":"article","venue":"Press Start (University of Glasgow)","topic":"Media Influence and Health","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"York University","keywords":"Politics; Media literacy; Reflection (computer programming); Literacy; Psychology; Political science; Sociology; Social psychology; Media studies; Computer science; Pedagogy; Law","authors":[{"name":"Ralph Vacca","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.226524218257031,"gpt":0.3138686368265395,"spread":0.08734441856950848,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001542371,0.000115062,0.0002175202,0.0001703443,0.0001877841,0.00004686915,0.0001606382,0.0000474873,0.0003894731],"category_scores_gemma":[0.0001170178,0.0001220134,0.0000561785,0.00005006237,0.0001267283,0.0003916576,0.00006622362,0.0001232217,0.00009223192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001405095,"about_ca_system_score_gemma":0.0001447499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003881504,"about_ca_topic_score_gemma":0.001077282,"domain_scores_codex":[0.9989477,0.00006642962,0.000124288,0.0002149049,0.0003144281,0.0003322392],"domain_scores_gemma":[0.9989422,0.0001602831,0.00007294311,0.0001830078,0.0002534816,0.000388117],"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":[0.0008776491,0.0006699131,0.001212511,0.0002709948,0.0001072822,0.00005762722,0.4284424,0.0002361983,0.0001049698,0.5579467,0.008398809,0.001674885],"study_design_scores_gemma":[0.003089191,0.002197828,0.002422949,0.0008172932,0.0002721292,0.00001243094,0.06470256,0.007782273,0.0005480203,0.005921428,0.911361,0.0008729098],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9738687,0.0000432568,0.00006672768,0.0007422024,0.0004439074,0.0002317451,0.00007825428,0.0001011287,0.02442407],"genre_scores_gemma":[0.9976962,0.00001001118,0.0009847422,0.0003218073,0.0003925741,6.874503e-7,0.00001456919,0.00001053127,0.0005688645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9029621,"threshold_uncertainty_score":0.5867699,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7050641478","doi":"","title":"Silent Halls","year":2019,"lang":"es","type":"article","venue":"Press Start (University of Glasgow)","topic":"Crystallography and Radiation Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Moment (physics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.00758524276125873,"gpt":0.1819356439193675,"spread":0.1743504011581088,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008529387,0.0001738918,0.0003085735,0.00009988151,0.0001451225,0.00003283103,0.0003275147,0.00007317074,0.003228918],"category_scores_gemma":[9.122305e-7,0.0002185945,0.0002783266,0.0001353716,0.0001252785,0.0002819158,0.000174787,0.0001628593,0.0002283081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002829907,"about_ca_system_score_gemma":0.00005807616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008653292,"about_ca_topic_score_gemma":0.00001263384,"domain_scores_codex":[0.9990075,0.00005743362,0.0001385052,0.0003097218,0.0002166424,0.0002702351],"domain_scores_gemma":[0.9991291,0.00006221913,0.0002229721,0.0003695907,0.0000918192,0.0001243591],"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":[0.0007722519,0.00243572,0.4385263,0.001192542,0.002721647,0.0000174708,0.01421334,0.00453224,0.01101364,0.4889443,0.01645813,0.01917243],"study_design_scores_gemma":[0.003568904,0.0003857075,0.1079604,0.000224029,0.0003408234,5.513612e-7,0.01163482,0.002675089,0.0004246473,0.001817252,0.8701856,0.0007821929],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9120141,0.0005094691,0.00121309,0.0003435777,0.0002786965,0.0004132443,0.0005139289,0.00003131871,0.08468259],"genre_scores_gemma":[0.99426,0.0001318055,0.0002365715,0.00001313697,0.00008064635,2.186832e-7,0.00006729619,0.00001187671,0.005198458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8537275,"threshold_uncertainty_score":0.9976823,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387199823","doi":"","title":"Playing for the Legend in the Age of Empires II Online Community","year":2022,"lang":"en","type":"article","venue":"Press Start (University of Glasgow)","topic":"Digital Storytelling and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Legend; History; Art history","authors":[{"name":"Matthew Horrigan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1718088873459491,"gpt":0.3605608031041748,"spread":0.1887519157582257,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009236484,0.00005111831,0.0001191724,0.00004221059,0.00281101,0.000002078359,0.0005268455,0.00002857798,0.00009847402],"category_scores_gemma":[0.00004439519,0.00004253764,0.00005372864,0.0001082826,0.0001054086,0.00008161124,0.0003153764,0.0004569779,8.586217e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006357786,"about_ca_system_score_gemma":0.00008249923,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01283181,"about_ca_topic_score_gemma":0.006459361,"domain_scores_codex":[0.9990216,0.0004816294,0.0001232107,0.00006952064,0.0001538932,0.0001501246],"domain_scores_gemma":[0.9982111,0.001299769,0.0001401418,0.0002804335,0.00005228884,0.00001627605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001140643,0.002545119,0.05667345,0.0008663876,0.0001511805,0.000005028508,0.851237,0.003477974,0.0005856859,0.007812036,0.06599069,0.009514812],"study_design_scores_gemma":[0.0008312433,0.0002378696,0.1206676,0.00006159824,0.00004815061,4.76644e-7,0.4872134,0.0009168519,0.00001212944,0.0006124031,0.3893042,0.00009410697],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906535,0.0002124021,0.0002462726,0.001524219,0.0001910374,0.0004598506,0.0002931809,0.00001269211,0.006406908],"genre_scores_gemma":[0.9979838,0.00003064943,0.0001586155,0.0001569773,0.0000243006,0.000004853488,0.0001055999,0.000004715161,0.001530448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3640236,"threshold_uncertainty_score":0.9984872,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7071313717","doi":"","title":"Review: Experimental Games: Critique, Play, and Design in the Age of Gamification","year":2023,"lang":"en","type":"article","venue":"Press Start (University of Glasgow)","topic":"Digital Games and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Field (mathematics); Set (abstract data type); Work (physics); Perspective (graphical)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0558308964063415,"gpt":0.3016816988789058,"spread":0.2458508024725643,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004638674,0.0000378364,0.0001039586,0.00003646224,0.00004543034,0.000008522231,0.000188218,0.00002669401,0.00003026283],"category_scores_gemma":[0.00006313177,0.00003724906,0.00002776711,0.0001617061,0.0002626012,0.0001869712,0.00004343434,0.00003724271,0.000003188271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001393768,"about_ca_system_score_gemma":0.00002575685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009421469,"about_ca_topic_score_gemma":0.0005119546,"domain_scores_codex":[0.9994503,0.0001282186,0.00006366064,0.0000921245,0.0001643581,0.0001013598],"domain_scores_gemma":[0.9996777,0.0001283454,0.00004599058,0.00009137365,0.00002878599,0.00002785735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002437143,0.0007518835,0.002738666,0.001538883,0.00007594236,0.0001505268,0.6537309,0.00004291507,0.005377201,0.06161531,0.1783477,0.09538631],"study_design_scores_gemma":[0.0004020344,0.0001066481,0.01129766,0.0005196343,0.00002423634,5.754989e-7,0.1224094,0.00007844986,0.000257889,0.0003628025,0.8644204,0.0001202272],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5576995,0.04706782,0.001124593,0.007477948,0.0002250785,0.00266078,0.0001009465,0.0001511478,0.3834922],"genre_scores_gemma":[0.9660866,0.02974276,0.0002888939,0.0001421076,0.00001413529,0.000001842761,0.00001429656,0.00000362883,0.003705692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6860727,"threshold_uncertainty_score":0.1518973,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7050662412","doi":"","title":"Editorial","year":2023,"lang":"es","type":"article","venue":"Press Start (University of Glasgow)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Work (physics); Natural (archaeology); Context (archaeology)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01553612258836989,"gpt":0.2293699313566733,"spread":0.2138338087683034,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002192045,0.0001481408,0.0002501499,0.0001466026,0.0002327704,0.00004703171,0.000498709,0.0000871544,0.07029585],"category_scores_gemma":[0.00001209179,0.0001955244,0.0001592692,0.0003668443,0.0001837304,0.00005424639,0.0007454109,0.0002278366,0.000877572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001001957,"about_ca_system_score_gemma":0.0001443116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006486136,"about_ca_topic_score_gemma":0.0001027353,"domain_scores_codex":[0.9984895,0.0000820088,0.000131162,0.0003050196,0.0006070121,0.0003852834],"domain_scores_gemma":[0.999,0.0001439301,0.0001140692,0.0003734142,0.0002123245,0.0001563263],"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":[0.000143392,0.0001367483,0.002887958,0.0001294067,0.0001182036,0.000007819358,0.0005421046,0.00001991627,0.001770807,0.005351725,0.9419146,0.04697736],"study_design_scores_gemma":[0.001092308,0.0001274818,0.005666101,0.00004983758,0.00005659191,3.719527e-8,0.002806237,0.001883562,0.0001685657,0.00008845534,0.9878926,0.0001682247],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3757019,0.0001822055,0.0006285305,0.00718729,0.03396292,0.001452447,0.00146036,0.0002455472,0.5791788],"genre_scores_gemma":[0.7450042,0.0008700679,0.0004085703,0.00001338323,0.04309139,0.000003157649,0.0004380552,0.00004993954,0.2101213],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3693023,"threshold_uncertainty_score":0.9999003,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6986873394","doi":"","title":"Review: Ethics of Computer Gaming","year":2023,"lang":"en","type":"article","venue":"Press Start (University of Glasgow)","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","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 Alberta","funders":"","keywords":"Computer ethics; Information ethics; Ethics of technology; Research ethics","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02332388222869161,"gpt":0.2660477354307175,"spread":0.2427238532020259,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002789788,0.0000655246,0.0001691782,0.00004840528,0.00004418716,0.000002054372,0.0002379647,0.00008759826,0.00002970202],"category_scores_gemma":[0.00003933412,0.0000809364,0.0001216882,0.0001254554,0.000107768,0.000005244379,0.00031761,0.00008943067,0.000005840757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004774712,"about_ca_system_score_gemma":0.00002389734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001944778,"about_ca_topic_score_gemma":0.00009247214,"domain_scores_codex":[0.9994496,0.0000636779,0.00009528654,0.0001736251,0.0001159805,0.0001018453],"domain_scores_gemma":[0.9993594,0.00002331372,0.0001064114,0.0003182649,0.0001627274,0.00002992656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007954015,0.0001262043,0.002090098,0.002497958,0.000363416,0.00002385006,0.000680048,0.0001138405,0.5024477,0.0001672809,0.4810491,0.0103609],"study_design_scores_gemma":[0.0004640125,0.0002630014,0.002167543,0.0006969332,0.0002364266,0.00000339511,0.0003258119,0.001812249,0.2623591,0.00007230398,0.7312839,0.0003152678],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8043848,0.03194452,0.1367087,0.002910081,0.000123516,0.001128549,0.0001218145,0.0003357044,0.02234226],"genre_scores_gemma":[0.8459927,0.1267073,0.02056422,0.0007493295,0.000114581,0.000001102016,0.0005053522,0.00003689688,0.005328511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2502348,"threshold_uncertainty_score":0.3300491,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7050721512","doi":"","title":"Lost Again","year":2024,"lang":"en","type":"article","venue":"Press Start (University of Glasgow)","topic":"Laser-Plasma Interactions and Diagnostics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Feeling; Ideal (ethics); State (computer science); Video game; Game studies; Generative grammar","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01253200135956439,"gpt":0.2144444928795263,"spread":0.2019124915199619,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00003436653,0.00007349401,0.00009755997,0.00004826438,0.00007867066,0.00003063599,0.0001249872,0.00002288078,0.006778747],"category_scores_gemma":[0.000002873323,0.00008413376,0.00009183043,0.00007649664,0.00005253833,0.0002248329,0.00007791108,0.000104242,0.0008564233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000161769,"about_ca_system_score_gemma":0.00003152185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001792712,"about_ca_topic_score_gemma":0.00006795078,"domain_scores_codex":[0.9995691,0.00001413157,0.00005977009,0.0001486987,0.00008694585,0.0001213841],"domain_scores_gemma":[0.9996101,0.0001181823,0.00002784624,0.0001407354,0.00004639096,0.00005673837],"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":[0.0001605329,0.0009352795,0.01546676,0.0003963046,0.0009295569,0.0001803476,0.003932252,0.002680375,0.002289039,0.4241639,0.5119103,0.03695537],"study_design_scores_gemma":[0.0003513431,0.00005915018,0.0009916335,0.0001294306,0.0001009003,0.00000115506,0.002171232,0.007566503,0.002257676,0.002275705,0.9838985,0.0001967366],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4201014,0.0001127013,0.03123764,0.000772499,0.0006937275,0.0002013117,0.0007113736,0.0001049225,0.5460644],"genre_scores_gemma":[0.9821153,0.00001475949,0.0006782148,0.000006852493,0.00007562448,1.932202e-7,0.00003541618,0.000007309237,0.01706631],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5620139,"threshold_uncertainty_score":0.9999215,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7033781211","doi":"","title":"Review: Game Wizards: The Epic Battle for Dungeons & Dragons","year":2023,"lang":"en","type":"article","venue":"Press Start (University of Glasgow)","topic":"Iron Metabolism and Disorders","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":"Concordia University","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Diafiltration; Dysgeusia; Emperipolesis; Liquation; Durvalumab; Triacetin","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04256909000418416,"gpt":0.2741121668989661,"spread":0.231543076894782,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002719747,0.0001114225,0.0003094932,0.00007339771,0.0001730823,0.000005055981,0.0002321983,0.00005676736,0.0005032124],"category_scores_gemma":[0.0002762067,0.0000980465,0.0002020235,0.0002422523,0.0001907055,0.00009441993,0.0001236534,0.0001138224,0.0001559822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001452377,"about_ca_system_score_gemma":0.00006497303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002999896,"about_ca_topic_score_gemma":0.0002689963,"domain_scores_codex":[0.9991714,0.00004997481,0.0001128248,0.0002096417,0.0001931974,0.0002629475],"domain_scores_gemma":[0.9989883,0.0002476672,0.00008319443,0.0004558349,0.0001256015,0.00009934291],"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":[0.0002389088,0.0001497645,0.00146086,0.003011848,0.0001095582,0.0000103265,0.002060867,0.00003454772,0.0005249482,0.00245548,0.9826362,0.007306749],"study_design_scores_gemma":[0.001195863,0.00005573985,0.008272702,0.0002202227,0.0004232232,0.000002697555,0.001112183,0.0001402851,0.00003790513,0.0002189139,0.9882101,0.000110161],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5377087,0.182762,0.02989566,0.1441831,0.002989687,0.01068593,0.002517721,0.001606239,0.08765096],"genre_scores_gemma":[0.5771869,0.2209442,0.01125528,0.006424177,0.000640207,0.00005031934,0.002321657,0.0002150018,0.1809622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1377589,"threshold_uncertainty_score":0.5509824,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6996293858","doi":"","title":"Review: Playful Pedagogy in the Pandemic: Pivoting to Game-Based Learning","year":2023,"lang":"en","type":"article","venue":"Press Start (University of Glasgow)","topic":"Educational Games and Gamification","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Context (archaeology); Teaching method; Curriculum; Qualitative research","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.06640669988886824,"gpt":0.356789307581179,"spread":0.2903826076923107,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008415868,0.00007288895,0.0001386292,0.0001107717,0.00008230941,0.000006163629,0.0003212162,0.00004836398,0.0003970123],"category_scores_gemma":[0.0001089748,0.00007460881,0.00005587681,0.0003656146,0.00004281934,0.00005308313,0.0000474197,0.0001853998,0.0002601989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003232601,"about_ca_system_score_gemma":0.00004361616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001022556,"about_ca_topic_score_gemma":0.0005119358,"domain_scores_codex":[0.9990396,0.0002536705,0.0001175222,0.0002151665,0.0001831252,0.0001908818],"domain_scores_gemma":[0.9992549,0.0002789885,0.0001007942,0.0002388894,0.00008513896,0.00004124758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004704412,0.0008190301,0.3198315,0.001365306,0.000212968,0.00006334176,0.1735579,0.006614017,0.001120557,0.01889559,0.3161219,0.1609275],"study_design_scores_gemma":[0.0003883959,0.00007745042,0.2459774,0.0002544423,0.00003938431,0.000002139878,0.01620677,0.0004551689,0.000004145003,0.00008959684,0.7363874,0.0001176982],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9611551,0.004190719,0.001440797,0.01618809,0.0002647539,0.0007437081,0.00002424953,0.0001396869,0.01585286],"genre_scores_gemma":[0.9923512,0.0009742765,0.0002593152,0.0008836178,0.00005117737,0.000005974871,0.00006382642,0.00001074629,0.005399855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4202656,"threshold_uncertainty_score":0.4347006,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7003965429","doi":"","title":"Editorial","year":2024,"lang":"es","type":"article","venue":"Press Start (University of Glasgow)","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","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 Montréal","funders":"","keywords":"Work (physics); Natural (archaeology); Context (archaeology)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.005928621569474441,"gpt":0.2201835186755192,"spread":0.2142548971060448,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001682749,0.0001737849,0.000231665,0.00009304527,0.000087988,0.00006559201,0.0003971116,0.000291619,0.0001991669],"category_scores_gemma":[0.0000254662,0.0002223559,0.0002973585,0.0001412908,0.0002281199,0.00002102576,0.0004303795,0.0001769989,0.00004066781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002937363,"about_ca_system_score_gemma":0.0001055889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005992712,"about_ca_topic_score_gemma":0.00008455211,"domain_scores_codex":[0.9988874,0.00006650612,0.0001253344,0.0004608575,0.000242114,0.000217753],"domain_scores_gemma":[0.9991903,0.00002296158,0.00007080118,0.0004634536,0.0001656807,0.00008684507],"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":[0.0001308475,0.00008745898,0.000164316,0.0002955367,0.0004551175,0.00003121649,0.0001685919,0.000007627319,0.1938439,0.0004431168,0.7997713,0.004600915],"study_design_scores_gemma":[0.0002014371,0.0001785245,0.00005658826,0.00008543451,0.000283811,0.000001910618,0.000174757,0.0004189612,0.06227702,0.00005664301,0.9360576,0.0002072884],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5322364,0.08571494,0.05545585,0.002818952,0.04660535,0.002016118,0.001157017,0.000956191,0.2730392],"genre_scores_gemma":[0.9626225,0.008755837,0.001341683,0.00002055481,0.0175312,4.983057e-7,0.0002084129,0.0000361279,0.009483254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.430386,"threshold_uncertainty_score":0.9067412,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7070953411","doi":"","title":"Review: L’esperienza del videogioco. Una ricognizione estetica del videogioco tra senso, arte e cultura","year":2024,"lang":"it","type":"article","venue":"Press Start (University of Glasgow)","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","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 du Québec à Montréal","funders":"","keywords":"Aesthetic experience; Relation (database); Context (archaeology); Perspective (graphical); Theme (computing)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1126157269519099,"gpt":0.2761694199775193,"spread":0.1635536930256094,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003507613,0.0007183546,0.0009982958,0.0002203514,0.0005664497,0.001002972,0.001509353,0.000298246,0.0004665551],"category_scores_gemma":[0.0001399862,0.0006531033,0.0007107257,0.001175182,0.0006240922,0.005059291,0.00119432,0.0006045395,0.0006647219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002135164,"about_ca_system_score_gemma":0.0002554674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001780467,"about_ca_topic_score_gemma":0.0001883922,"domain_scores_codex":[0.9958599,0.0002160842,0.0006240577,0.00139369,0.0009210407,0.0009852934],"domain_scores_gemma":[0.996738,0.0002916196,0.0003357803,0.001115609,0.0007308098,0.0007881832],"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":[0.0004011964,0.001409819,0.00009079339,0.01153826,0.001466871,0.004031404,0.03434248,0.0004387803,0.006729043,0.07784825,0.7929307,0.06877246],"study_design_scores_gemma":[0.0009495785,0.0005488345,0.0005998725,0.008850559,0.0006122613,0.000284282,0.001527196,0.02327746,0.0008520519,0.001438394,0.9598054,0.001254118],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.07989577,0.4986501,0.08635439,0.0376784,0.004368703,0.006416373,0.001789744,0.002565743,0.2822807],"genre_scores_gemma":[0.8259532,0.09102283,0.008522505,0.00357206,0.0005569195,0.000006785421,0.0001976807,0.0001280951,0.07003989],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7460575,"threshold_uncertainty_score":0.999592,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4397289925","doi":"","title":"Review: How to Be a Games User Researcher","year":2022,"lang":"en","type":"article","venue":"Press Start (University of Glasgow)","topic":"Digital Games and Media","field":"Social Sciences","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 Waterloo","funders":"","keywords":"Computer science; Human–computer interaction; World Wide Web","authors":[{"name":"J. L. Todd","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06555724172780461,"gpt":0.2891012528702144,"spread":0.2235440111424098,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005625202,0.00005728738,0.0001516769,0.00005635803,0.0002562706,0.00002397399,0.0005230107,0.00002225726,0.001606103],"category_scores_gemma":[0.0001148375,0.00007169697,0.00008374381,0.0002699401,0.0001868159,0.0002652419,0.0005078994,0.0001243578,0.000014007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009431289,"about_ca_system_score_gemma":0.0001234883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002188712,"about_ca_topic_score_gemma":0.003124555,"domain_scores_codex":[0.9987517,0.0001762555,0.00004806922,0.000185597,0.0005735945,0.000264772],"domain_scores_gemma":[0.99937,0.00006815075,0.00004880578,0.0001949633,0.0001087492,0.000209362],"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":[0.00007421382,0.000116383,0.0004051335,0.0001479195,0.00003651463,0.00002708294,0.02634117,0.000008646115,0.00005474724,0.007110415,0.9265537,0.03912407],"study_design_scores_gemma":[0.0001332836,0.00007034624,0.0003466465,0.00004522587,0.00001350665,2.391531e-7,0.02239096,0.000003757448,0.000004178988,0.00004100111,0.97687,0.00008084873],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07466143,0.0104385,0.0001603058,0.1076532,0.0003659266,0.001445359,0.0003848181,0.00015287,0.8047376],"genre_scores_gemma":[0.1400189,0.01119971,0.001183469,0.003285645,0.00009874663,0.00000725589,0.00003050083,0.00001946686,0.8441563],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1043676,"threshold_uncertainty_score":0.9993066,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}