{"meta":{"query_hash":"a9f2259f0cd7","filters":{"venue":"Media and Communication"},"cohort_total":43,"direct_labels_cover":0,"predictions_cover":43,"exported":43,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/a9f2259f0cd7","api":"https://metacan.xera.ac/api/v1/cohort?venue=Media+and+Communication"},"results":[{"id":"W1487529737","doi":"10.17645/mac.v3i1.304","title":"Climate Crisis and Communication: Reflections on Naomi Klein’s This Changes Everything","year":2015,"lang":"en","type":"article","venue":"Media and Communication","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Simon Fraser University","keywords":"Capitalism; Narrative; Sociology; Climate change; Political science; Political economy; Social science; Environmental ethics; Politics; Law; Philosophy; Literature; Art; Ecology","score_opus":0.13097850340278006,"score_gpt":0.37666301064391444,"score_spread":0.2456845072411344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1487529737","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23291983,0.046138946,0.00007736211,0.41823953,0.00071540324,0.0011328066,0.00002414355,0.0005379633,0.300214],"genre_scores_gemma":[0.8824048,0.11382432,0.00209838,0.0011980144,0.00008672263,0.00013761804,0.000047965164,0.000012429386,0.00018973915],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99813765,0.00092420727,0.00021124576,0.00018045462,0.00031156992,0.00023488593],"domain_scores_gemma":[0.9976249,0.0007586374,0.00015680092,0.0010617704,0.00021022906,0.0001877071],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001799458,0.00012523287,0.00018430433,0.00009508173,0.0019124364,0.00014059068,0.0005451298,0.000120336845,0.00003206611],"category_scores_gemma":[0.0005205056,0.00012278263,0.000024650291,0.00026111837,0.00039359176,0.00024116195,0.00043960492,0.00030804146,0.000025532672],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009364058,0.00021126734,0.0039595263,0.00003087289,0.00006170962,6.740113e-7,0.5031446,0.0000025894349,0.00005873875,0.38400844,0.0277186,0.080709346],"study_design_scores_gemma":[0.0010041809,0.00016855943,0.0066285552,0.0002243264,0.00010024668,0.0000053210974,0.20915075,0.00019802043,0.00008173723,0.02812407,0.7538551,0.00045911546],"about_ca_topic_score_codex":0.0026732846,"about_ca_topic_score_gemma":0.01717016,"teacher_disagreement_score":0.7261365,"about_ca_system_score_codex":0.0001067993,"about_ca_system_score_gemma":0.00005442223,"threshold_uncertainty_score":0.99938697},"labels":[],"label_agreement":null},{"id":"W1799975633","doi":"10.17645/mac.v3i3.286","title":"Attaching Hollywood to a Surveillant Assemblage: Normalizing Discourses of Video Surveillance","year":2015,"lang":"en","type":"article","venue":"Media and Communication","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Hollywood; Assemblage (archaeology); Normalization (sociology); Sociology; Media studies; Art; Social science; History; Art history; Archaeology","score_opus":0.0583787284718142,"score_gpt":0.3502324809325617,"score_spread":0.2918537524607475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1799975633","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.957631,0.005731914,0.00036977784,0.018933853,0.00020997503,0.00028320318,0.000007753449,0.000056466895,0.016776051],"genre_scores_gemma":[0.995431,0.0031550794,0.001129095,0.000101748104,0.000059592505,0.00003311406,0.000022888587,0.000007437465,0.00006001031],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9983571,0.00075609155,0.000253055,0.00011933697,0.0003332023,0.00018118542],"domain_scores_gemma":[0.99814373,0.00072112057,0.00014818381,0.00060375914,0.00021373485,0.00016947939],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024701736,0.000083397856,0.00019624701,0.00006076482,0.00038682402,0.00004864949,0.0005119556,0.000050724382,0.0000058845094],"category_scores_gemma":[0.0014559681,0.00007810674,0.00002883161,0.00027363567,0.00018238155,0.00016039207,0.00029646102,0.00011425754,0.0000062946806],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000098468554,0.00021986934,0.38101608,0.00004437555,0.00006757879,0.0000010805858,0.4535604,0.000044318134,0.0008685659,0.07318338,0.0058040298,0.08509185],"study_design_scores_gemma":[0.0017338935,0.00024454566,0.40844607,0.00033541943,0.000054919037,0.0000042310007,0.2904568,0.00057361013,0.00050842296,0.0059358836,0.29085615,0.0008500289],"about_ca_topic_score_codex":0.0075181685,"about_ca_topic_score_gemma":0.03454544,"teacher_disagreement_score":0.28505212,"about_ca_system_score_codex":0.00004578157,"about_ca_system_score_gemma":0.00009519236,"threshold_uncertainty_score":0.99909085},"labels":[],"label_agreement":null},{"id":"W1808971161","doi":"10.17645/mac.v3i3.263","title":"Beyond Privacy: Articulating the Broader Harms of Pervasive Mass Surveillance","year":2015,"lang":"en","type":"article","venue":"Media and Communication","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Canadian Internet Registration Authority","keywords":"Internet privacy; Harm; Value (mathematics); Intersubjectivity; Sociology; Argument (complex analysis); The Right to Privacy; Right to privacy; Normative; Law and economics; Cyberspace; Public relations; Epistemology; Political science; Law; Human rights; Computer science","score_opus":0.051704907185034635,"score_gpt":0.3060421684219862,"score_spread":0.2543372612369516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1808971161","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9537365,0.0047005066,0.0013446398,0.029658528,0.0002692909,0.00044782995,0.0000110406,0.000062429994,0.009769247],"genre_scores_gemma":[0.99798137,0.00080016215,0.0009961734,0.00008369237,0.00007233575,0.000017782417,0.000020462805,0.0000034042118,0.000024640296],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9990189,0.00045621314,0.0001324395,0.00007887562,0.00021170705,0.000101833786],"domain_scores_gemma":[0.9989312,0.0002918642,0.00010694242,0.00047875766,0.00013385528,0.00005734045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012707781,0.000045699922,0.000078845056,0.000018683744,0.00031925205,0.000045019533,0.000403833,0.00004697187,0.000010678798],"category_scores_gemma":[0.001695079,0.000034581826,0.00001681497,0.00014046842,0.0002841131,0.00020330629,0.00019333069,0.00011072129,0.000004960234],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008462201,0.0001703984,0.18421505,0.000051368657,0.00005852056,8.18471e-7,0.62976915,0.000023780602,0.002859618,0.0857756,0.006747665,0.09024343],"study_design_scores_gemma":[0.0016845107,0.00011214739,0.25583568,0.00009728394,0.00005556627,0.000004486089,0.11190694,0.00371445,0.0025117346,0.52495533,0.09863524,0.00048659917],"about_ca_topic_score_codex":0.001784234,"about_ca_topic_score_gemma":0.0012402991,"teacher_disagreement_score":0.5178622,"about_ca_system_score_codex":0.000025576826,"about_ca_system_score_gemma":0.00006290346,"threshold_uncertainty_score":0.26972398},"labels":[],"label_agreement":null},{"id":"W1919898023","doi":"10.17645/mac.v3i2.270","title":"The Copyright Surveillance Industry","year":2015,"lang":"en","type":"article","venue":"Media and Communication","topic":"Copyright and Intellectual Property","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Enforcement; Harm; Business; Digital Millennium Copyright Act; Copyright infringement; Internet privacy; The Internet; Fair use; Law and economics; Incentive; Intellectual property; Information good; Copyright law; Computer security; Economics; Law; Political science; Computer science; Market economy","score_opus":0.04635944090616191,"score_gpt":0.23145880356082563,"score_spread":0.1850993626546637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1919898023","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4038106,0.0075660404,0.00007288052,0.026143346,0.0006843631,0.00025954025,8.262318e-7,0.00017595626,0.56128645],"genre_scores_gemma":[0.9981143,0.00023515908,0.000021973648,0.0006741871,0.00025080974,0.000011459946,0.000015974809,0.0000063246953,0.0006698006],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995805,0.000022794571,0.00010834595,0.00007507729,0.00011369398,0.000099609824],"domain_scores_gemma":[0.9992984,0.00013805964,0.000056900317,0.00034928124,0.00014484934,0.000012520705],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048106594,0.000061877494,0.00006280221,0.000026007703,0.0002912345,0.0002490333,0.00030151487,0.000060130074,0.000121240366],"category_scores_gemma":[0.00036294624,0.000035147852,0.000012734433,0.00014319655,0.00011553871,0.00036457757,0.00018563116,0.00020118195,0.00017070919],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000097709075,0.000050558523,0.022960542,0.000016202277,0.000018577468,7.2860627e-7,0.00091735745,9.804071e-7,0.00005975947,0.0299823,0.8636719,0.0822234],"study_design_scores_gemma":[0.00022923591,0.0000045012134,0.008079781,0.000010146954,0.0000051266693,9.850809e-7,0.0004504533,0.008582198,0.000029799972,0.015287326,0.9672301,0.000090337984],"about_ca_topic_score_codex":0.0002893726,"about_ca_topic_score_gemma":0.00046122546,"teacher_disagreement_score":0.5943037,"about_ca_system_score_codex":0.000010310375,"about_ca_system_score_gemma":0.00001326651,"threshold_uncertainty_score":0.24014337},"labels":[],"label_agreement":null},{"id":"W1996537033","doi":"10.17645/mac.v2i2.145","title":"The Nanking Atrocity: Still and Moving Images 1937–1944","year":2014,"lang":"en","type":"article","venue":"Media and Communication","topic":"Photography and Visual Culture","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Emotive; Context (archaeology); Public opinion; Media studies; Visual culture; Sociology; Mass media; History; Aesthetics; Visual arts; Political science; Law; Art; Politics","score_opus":0.0201976460219209,"score_gpt":0.2300293061459094,"score_spread":0.20983166012398852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996537033","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96844035,0.00817511,0.00004029827,0.0019004,0.0001531323,0.000119591066,0.0000068208574,0.000067843954,0.021096453],"genre_scores_gemma":[0.9978756,0.0014971762,0.00005730321,0.00020958605,0.00011295394,0.000012363858,0.000011534068,0.0000046185487,0.00021889523],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995996,0.000100996614,0.000082296756,0.000068724345,0.00006378247,0.00008461027],"domain_scores_gemma":[0.9993827,0.00029796743,0.000045870827,0.0002100651,0.000037022644,0.000026427586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026879448,0.000060305458,0.00006389598,0.00001698941,0.0008404207,0.00023453622,0.00013432941,0.00002175096,0.000015223998],"category_scores_gemma":[0.000053909487,0.000038039274,0.000018845269,0.00001585161,0.00027811874,0.00012476444,0.00008050705,0.000114537645,0.0000019106337],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002307973,0.000028072382,0.00237428,0.000035112993,0.000033605516,1.651097e-7,0.14297016,1.862301e-7,0.0015961914,0.71920574,0.0019528741,0.13178052],"study_design_scores_gemma":[0.0003877821,0.000074403244,0.011736905,0.000082245526,0.00004817555,0.0000030701815,0.013996108,0.00039927973,0.0005657146,0.047444172,0.9250534,0.00020872617],"about_ca_topic_score_codex":0.00014073127,"about_ca_topic_score_gemma":0.0009832544,"teacher_disagreement_score":0.92310053,"about_ca_system_score_codex":0.000002616488,"about_ca_system_score_gemma":0.0000025698434,"threshold_uncertainty_score":0.64639217},"labels":[],"label_agreement":null},{"id":"W2054849877","doi":"10.17645/mac.v2i2.128","title":"Between Objectivity and Openness—The Mediality of Data for Journalism","year":2014,"lang":"en","type":"article","venue":"Media and Communication","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Objectivity (philosophy); Journalism; Openness to experience; Sociology; Epistemology; Technical Journalism; Citizen journalism; Transparency (behavior); Political science; Media studies; Law; Psychology; Social psychology; Philosophy","score_opus":0.14227576049767654,"score_gpt":0.387544790205045,"score_spread":0.24526902970736847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054849877","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8368648,0.009761195,0.0053491094,0.13761173,0.00029468804,0.0011805047,0.00010393933,0.000045628127,0.008788351],"genre_scores_gemma":[0.9903141,0.008178803,0.0011881199,0.00007196083,0.0001376372,0.000027532997,0.00006391099,0.0000033835493,0.000014503428],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987548,0.00072543405,0.00017244434,0.00009946298,0.00015214544,0.000095729236],"domain_scores_gemma":[0.9954536,0.003260766,0.00015526733,0.0009797179,0.00009902746,0.00005163496],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043226588,0.000048434405,0.00014398839,0.000016546272,0.00079480675,0.000037908547,0.000893569,0.000047045123,0.000004014696],"category_scores_gemma":[0.0015680639,0.000036050697,0.000013823179,0.00008073939,0.0005302727,0.00020682708,0.00051129196,0.000104164115,3.0806862e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025152765,0.000055321387,0.04890864,0.00004551933,0.000057579546,1.3381119e-8,0.06556261,1.4292387e-7,0.00007393966,0.18051484,0.001663703,0.7030925],"study_design_scores_gemma":[0.0010010039,0.00006310548,0.31438652,0.00008679625,0.0001842759,6.2218214e-7,0.022036986,0.0008236504,0.00007905798,0.11868934,0.5424272,0.00022145614],"about_ca_topic_score_codex":0.0018423904,"about_ca_topic_score_gemma":0.0071824733,"teacher_disagreement_score":0.7028711,"about_ca_system_score_codex":0.000009434131,"about_ca_system_score_gemma":0.000032924712,"threshold_uncertainty_score":0.6113091},"labels":[],"label_agreement":null},{"id":"W2343864768","doi":"10.17645/mac.v4i2.416","title":"Media Portrayals of Hashtag Activism: A Framing Analysis of Canada’s #Idlenomore Movement","year":2016,"lang":"en","type":"article","venue":"Media and Communication","topic":"Social Media and Politics","field":"Social Sciences","cited_by":58,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Framing (construction); Mainstream; Social movement; Social media; Media studies; Social movement theory; Sociology; Politics; Social activism; Political activism; Political science; Frame analysis; Alternative media; News media; Content analysis; Public relations; Social science; Law; History","score_opus":0.026794125614622386,"score_gpt":0.29058075609910367,"score_spread":0.26378663048448125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2343864768","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98992336,0.0005663145,0.00007745979,0.0047031255,0.00012406425,0.00008861695,0.000045327866,0.000008925588,0.004462806],"genre_scores_gemma":[0.9983344,0.0012610178,0.0001726561,0.000086895314,0.00004191495,0.0000091613065,0.000013764109,0.000003752854,0.00007644202],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989947,0.00019850332,0.00023195881,0.00007436758,0.0003485621,0.00015189232],"domain_scores_gemma":[0.9978356,0.0014605281,0.00019860723,0.00027944977,0.00012432148,0.00010150889],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036836258,0.000055509772,0.00022912474,0.000089866444,0.00012926415,0.0000052877804,0.00022725886,0.00006290387,0.000089160734],"category_scores_gemma":[0.00075627054,0.00004402013,0.0000448059,0.00028728117,0.0003139747,0.00006339461,0.000041022016,0.000047297926,2.2002453e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028205717,0.00016148057,0.42169887,0.00003814917,0.00081070035,0.0000013580833,0.32939523,0.0000020302246,0.0058444357,0.12202902,0.0010246009,0.11896591],"study_design_scores_gemma":[0.0009581025,0.00005727029,0.79488033,0.00024718797,0.0014569616,1.4807625e-7,0.13439672,0.000086632215,0.017094458,0.022662397,0.02771249,0.00044728018],"about_ca_topic_score_codex":0.4001403,"about_ca_topic_score_gemma":0.7597963,"teacher_disagreement_score":0.37318146,"about_ca_system_score_codex":0.00008014517,"about_ca_system_score_gemma":0.0005495478,"threshold_uncertainty_score":0.60385424},"labels":[],"label_agreement":null},{"id":"W2344467719","doi":"10.17645/mac.v4i2.312","title":"Cultural Resiliency and the Rise of Indigenous Media","year":2016,"lang":"en","type":"article","venue":"Media and Communication","topic":"Island Studies and Pacific Affairs","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Politics; Democracy; Government (linguistics); Indigenous rights; Political science; Media studies; Social media; Variety (cybernetics); Sociology; Political economy; Law","score_opus":0.016294803606629587,"score_gpt":0.2690801771615052,"score_spread":0.25278537355487557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2344467719","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9215955,0.014043028,0.000018502464,0.011202819,0.00010545573,0.00017777471,0.0000061470296,0.000014701377,0.05283606],"genre_scores_gemma":[0.9640802,0.0356075,0.00005090241,0.000010959143,0.00003237441,0.0000080867385,9.682141e-7,0.0000012631008,0.00020772745],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9994536,0.00022982551,0.00008743457,0.000047099224,0.00010410003,0.00007791996],"domain_scores_gemma":[0.9990165,0.0007075096,0.000051704046,0.00015491578,0.000044976023,0.000024385765],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005614558,0.000032666136,0.000078210986,0.000010217127,0.00044152944,0.0000109251605,0.00014318437,0.000030014291,0.000012842675],"category_scores_gemma":[0.000266597,0.000014617818,0.0000134348265,0.000051928633,0.0010546359,0.000057710873,0.000052427116,0.000035020348,0.0000017234873],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046247333,0.000013340209,0.01700644,0.0000039901793,0.0000113060305,1.2350826e-7,0.7731012,1.4562127e-8,0.000030352632,0.0857363,0.00068093755,0.12336971],"study_design_scores_gemma":[0.003794843,0.00006610792,0.16429576,0.00014552425,0.00008339618,0.0000026371483,0.57830983,0.000014386487,0.00010433098,0.0885527,0.16434066,0.0002898254],"about_ca_topic_score_codex":0.0009280768,"about_ca_topic_score_gemma":0.004045141,"teacher_disagreement_score":0.19479142,"about_ca_system_score_codex":0.0000065208974,"about_ca_system_score_gemma":0.000016048196,"threshold_uncertainty_score":0.388585},"labels":[],"label_agreement":null},{"id":"W2597585644","doi":"10.17645/mac.v5i2.809","title":"The New Visual Testimonial: Narrative, Authenticity, and Subjectivity in Emerging Commercial Photographic Practice","year":2017,"lang":"en","type":"article","venue":"Media and Communication","topic":"Visual Culture and Art Theory","field":"Arts and Humanities","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sheridan College","funders":"","keywords":"Subjectivity; Narrative; Sociology; Storytelling; Aesthetics; Social media; Epistemology; Political science; Art; Literature; Law","score_opus":0.03290446138268085,"score_gpt":0.3197143260063049,"score_spread":0.28680986462362407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2597585644","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97115535,0.001456229,0.000008754203,0.012624224,0.00018290742,0.00016520047,0.0000015922606,0.000024915124,0.0143808415],"genre_scores_gemma":[0.99843377,0.00085591926,0.000034932462,0.00016861499,0.0001355558,0.000013231291,0.00000495404,0.0000065170293,0.00034649935],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99936146,0.00021645981,0.00012327996,0.000098396114,0.00008863585,0.00011177673],"domain_scores_gemma":[0.9989028,0.0005490688,0.00013212874,0.0003223692,0.000050085648,0.00004355006],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000549217,0.00008327497,0.000100712175,0.000031476393,0.002622978,0.00054033543,0.0002350608,0.000028493669,0.000020645331],"category_scores_gemma":[0.00045701466,0.000058547637,0.000018158302,0.000016578086,0.0005901904,0.00047915074,0.00018227473,0.00020228296,0.0000024376245],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014581125,0.00018922705,0.009452343,0.000013164443,0.00003922004,0.000001951187,0.6005258,1.532669e-7,0.0003305367,0.30568203,0.0014782939,0.08214146],"study_design_scores_gemma":[0.002203861,0.0002797109,0.2442079,0.00023788941,0.0001326932,0.000013679375,0.13391228,0.00091633375,0.00026192347,0.11985644,0.4973879,0.0005894151],"about_ca_topic_score_codex":0.0019657097,"about_ca_topic_score_gemma":0.04031405,"teacher_disagreement_score":0.49590957,"about_ca_system_score_codex":0.000006028121,"about_ca_system_score_gemma":0.000017413575,"threshold_uncertainty_score":0.99867547},"labels":[],"label_agreement":null},{"id":"W2778067505","doi":"10.17645/mac.v5i4.1057","title":"“I Set the Camera on the Handle of My Dresser”: Re-Matter-Ializing Social Media Visual Methods through a Case Study of Selfies","year":2017,"lang":"en","type":"article","venue":"Media and Communication","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kwantlen Polytechnic University","funders":"","keywords":"Materialism; Embodied cognition; Meaning (existential); Narrative; Set (abstract data type); Reading (process); Assemblage (archaeology); Sociology; Posthuman; Aesthetics; Visual arts; Psychology; Media studies; Epistemology; Art; Computer science; Literature; Philosophy; Linguistics; History","score_opus":0.6840723677166041,"score_gpt":0.6715067136193743,"score_spread":0.012565654097229761,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2778067505","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933695,0.00025496408,0.000107923566,0.0035926823,0.000095895986,0.00038603088,0.0000054785337,0.000010391722,0.0021771346],"genre_scores_gemma":[0.9987439,0.00022551508,0.00076113036,0.000064661435,0.0000818967,0.00009615909,0.0000014487483,0.000008237734,0.00001706328],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9906045,0.00827814,0.00028281388,0.0001312105,0.0004997711,0.00020356342],"domain_scores_gemma":[0.9899393,0.008627158,0.00037100303,0.0008408412,0.00017147689,0.00005026927],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008923851,0.0000915727,0.00023845411,0.000032211894,0.002818225,0.00012715747,0.0009796084,0.00006971953,0.00005128306],"category_scores_gemma":[0.0058923005,0.000056787037,0.00004491475,0.00013383284,0.001654678,0.0002086675,0.00038559592,0.00027476274,0.0000021105527],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004332088,0.0002029623,0.0075892527,0.000011063664,0.000052876607,0.0000037570458,0.97380227,5.151012e-7,0.0005773889,0.0051390585,0.0003368366,0.0122406725],"study_design_scores_gemma":[0.0005849479,0.00016134814,0.0313869,0.000055334047,0.0000965882,0.0000023778532,0.95445263,0.00020438721,0.0039416254,0.006748919,0.0022323118,0.00013260842],"about_ca_topic_score_codex":0.0104008475,"about_ca_topic_score_gemma":0.016730048,"teacher_disagreement_score":0.023797648,"about_ca_system_score_codex":0.000026748348,"about_ca_system_score_gemma":0.00010328877,"threshold_uncertainty_score":0.99847996},"labels":[],"label_agreement":null},{"id":"W2785557099","doi":"10.17645/mac.v6i1.1219","title":"Private Broadcasting and the Path to Radio Broadcasting Policy in Canada","year":2018,"lang":"en","type":"article","venue":"Media and Communication","topic":"Media, Journalism, and Communication History","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"York University","keywords":"Broadcasting (networking); Commission; Public broadcasting; Telecommunications; Commercial broadcasting; Radio broadcasting; Political science; Engineering; Computer science; Law; Computer security","score_opus":0.027349282091437083,"score_gpt":0.22415018223095814,"score_spread":0.19680090013952106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2785557099","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94424915,0.008430218,0.000041857445,0.019671712,0.00029641204,0.00031108977,0.000007816739,0.00003062607,0.026961131],"genre_scores_gemma":[0.9959265,0.0014652985,0.0002631592,0.0017555805,0.00032862238,0.000031718006,0.000007955479,0.000010758176,0.0002103993],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989999,0.0003008022,0.00027854944,0.00010600264,0.00014687491,0.00016788169],"domain_scores_gemma":[0.9986322,0.00054311246,0.0001233916,0.0005332237,0.00007437552,0.00009370968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005970787,0.00009745404,0.00015569825,0.00009217153,0.0006640586,0.000091658636,0.00039519338,0.000019346262,0.00005743698],"category_scores_gemma":[0.0003543235,0.00007338364,0.000014275423,0.00007621265,0.00043799137,0.000113520975,0.00020182817,0.0002231156,0.0000048527745],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011516349,0.000033819026,0.0067837816,0.000042928015,0.000026562077,0.000002049159,0.46961254,0.0000031328684,0.000072932504,0.369731,0.003983645,0.14959244],"study_design_scores_gemma":[0.0034238042,0.00008610164,0.03333581,0.00052739796,0.000050144827,0.000044257424,0.035358425,0.004627998,0.00005152853,0.018291237,0.9035988,0.0006045269],"about_ca_topic_score_codex":0.59083194,"about_ca_topic_score_gemma":0.8749171,"teacher_disagreement_score":0.8996151,"about_ca_system_score_codex":0.00014297823,"about_ca_system_score_gemma":0.00020683646,"threshold_uncertainty_score":0.5107469},"labels":[],"label_agreement":null},{"id":"W2807083886","doi":"10.17645/mac.v6i2.1366","title":"Challenges with Measuring Learning through Digital Gameplay in K-12 Classrooms","year":2018,"lang":"en","type":"article","venue":"Media and Communication","topic":"Educational Games and Gamification","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Variety (cybernetics); Mathematics education; Game based learning; Student engagement; Digital learning; Educational game; Psychology; Pedagogy; Computer science","score_opus":0.08179735079005875,"score_gpt":0.31403582819269676,"score_spread":0.23223847740263803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2807083886","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81824845,0.0066055334,0.00043167078,0.0050621964,0.00014240002,0.00015376999,0.0000011622607,0.000058927795,0.16929586],"genre_scores_gemma":[0.9975149,0.0011437451,0.00046679896,0.00005909132,0.00009221011,0.000057912453,0.00003896586,0.000012207148,0.0006141567],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9993424,0.00010882761,0.00014157964,0.00017501897,0.000102697726,0.00012950737],"domain_scores_gemma":[0.99923563,0.00021150087,0.00007669376,0.00038637535,0.000059229074,0.00003057177],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021072385,0.00007862378,0.00009023726,0.0000487486,0.00008308665,0.00003563282,0.00015586073,0.000061236846,0.00007768055],"category_scores_gemma":[0.00005780004,0.000068807276,0.00001102731,0.0000857939,0.0001546224,0.00019736728,0.000035622103,0.00018341858,0.000062761144],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016377307,0.00039928246,0.1359394,0.000024567178,0.000051924962,0.0000012611775,0.26749122,0.0000058518604,0.00012594661,0.09843096,0.00021054209,0.49715525],"study_design_scores_gemma":[0.00063829846,0.00017373807,0.87321544,0.00011008042,0.000010651783,0.000019401634,0.031030808,0.00006936217,0.000031866995,0.00468191,0.089841925,0.00017651198],"about_ca_topic_score_codex":0.00007070458,"about_ca_topic_score_gemma":0.0004710764,"teacher_disagreement_score":0.737276,"about_ca_system_score_codex":0.000022544406,"about_ca_system_score_gemma":0.00001419406,"threshold_uncertainty_score":0.2805879},"labels":[],"label_agreement":null},{"id":"W2895147124","doi":"10.17645/mac.v6i3.1499","title":"Psychopaths Online: The Linguistic Traces of Psychopathy in Email, Text Messaging and Facebook","year":2018,"lang":"en","type":"article","venue":"Media and Communication","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Psychopathy; Psychology; Interpersonal communication; Distancing; Affect (linguistics); Social psychology; Politeness; Dark triad; Developmental psychology; Linguistics; Personality; Communication; Coronavirus disease 2019 (COVID-19)","score_opus":0.02856705499457781,"score_gpt":0.328462964279373,"score_spread":0.2998959092847952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2895147124","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9344877,0.009871865,0.000110896355,0.0023788293,0.009280866,0.00052948296,0.000018707413,0.000052378728,0.043269284],"genre_scores_gemma":[0.99747926,0.00076695625,0.0007423756,0.00034866255,0.0004114802,0.000064667714,0.000018106757,0.000026844487,0.00014166097],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9983522,0.0003780633,0.00049681455,0.00032887864,0.00017371243,0.0002703181],"domain_scores_gemma":[0.99794996,0.0005780187,0.00026234824,0.0010545736,0.00007610696,0.000079022146],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078822183,0.00019571824,0.00028124076,0.00018068455,0.00017510033,0.000032550473,0.00050199596,0.00011629282,0.00009551559],"category_scores_gemma":[0.00015778787,0.0001561511,0.000035397687,0.00028972118,0.0007276906,0.00007523515,0.00009998481,0.0003533899,0.00002588452],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009368303,0.0015972959,0.22551607,0.0001610202,0.00020919503,0.00001020187,0.2851316,0.0000019269578,0.0027858038,0.062362116,0.04036106,0.38092688],"study_design_scores_gemma":[0.0037748343,0.00050065864,0.8846651,0.0006146517,0.00011112216,0.000099792065,0.026286712,0.00062030065,0.000112868554,0.025833791,0.056785747,0.00059445895],"about_ca_topic_score_codex":0.00020611983,"about_ca_topic_score_gemma":0.0011999689,"teacher_disagreement_score":0.659149,"about_ca_system_score_codex":0.00001688331,"about_ca_system_score_gemma":0.000020071482,"threshold_uncertainty_score":0.6367657},"labels":[],"label_agreement":null},{"id":"W2912366379","doi":"10.17645/mac.v7i1.1478","title":"Immigrant Children and the Internet in Spain: Uses, Opportunities, and Risks","year":2019,"lang":"en","type":"article","venue":"Media and Communication","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Eusko Jaurlaritza","keywords":"The Internet; Immigration; Quarter (Canadian coin); Population; Internet privacy; Internet access; Mediation; Sociology; Political science; Geography; Computer science; World Wide Web; Social science; Demography; Law","score_opus":0.04341184802126746,"score_gpt":0.27129034489258624,"score_spread":0.22787849687131878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912366379","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9772635,0.0033644706,0.0000024500107,0.0107139805,0.0000224259,0.00017988968,0.0000013405863,0.000019400259,0.008432559],"genre_scores_gemma":[0.98436147,0.0151272025,0.00004215809,0.00018809,0.000006862117,0.000007188903,0.000017772747,0.0000021871485,0.00024704903],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995796,0.00011855209,0.00008970461,0.00007227977,0.00006390238,0.0000759532],"domain_scores_gemma":[0.9995271,0.00025275085,0.00003465549,0.00015089854,0.000009883677,0.000024737119],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051930355,0.00004178307,0.000082357976,0.000041517073,0.00007892729,0.00005642464,0.00015258719,0.00004917345,0.000012487667],"category_scores_gemma":[0.0000810206,0.000030307052,0.0000063681246,0.00005569208,0.00046210643,0.00010380035,0.00014810062,0.00009063784,0.0000021734716],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026387568,0.0000150578535,0.43315184,0.0000027071771,0.000008408589,2.9343155e-7,0.033954773,2.1198941e-8,0.000001509418,0.40998304,0.00017674296,0.122679226],"study_design_scores_gemma":[0.0012836524,0.0000148924355,0.934978,0.00004075522,0.0000067399246,0.0000041958497,0.010990904,0.000050924595,0.000006948162,0.027554661,0.024956077,0.00011226723],"about_ca_topic_score_codex":0.0064456216,"about_ca_topic_score_gemma":0.008525571,"teacher_disagreement_score":0.50182617,"about_ca_system_score_codex":0.000008840265,"about_ca_system_score_gemma":0.000019582534,"threshold_uncertainty_score":0.9743895},"labels":[],"label_agreement":null},{"id":"W2914010153","doi":"10.17645/mac.v7i1.1718","title":"The Cancer’s Margins Project: Access to Knowledge and Its Mobilization by LGBQ/T Cancer Patients","year":2019,"lang":"en","type":"article","venue":"Media and Communication","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba; Concordia University; Toronto Metropolitan University; Dalhousie University; Women's and Gender Studies et Recherches Féministes; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Mainstream; Sexual minority; Lesbian; Health care; Cancer; Sexual orientation; Psychology; Medicine; Gender studies; Sociology; Social psychology; Political science","score_opus":0.04702618888573126,"score_gpt":0.418228520983683,"score_spread":0.3712023320979517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914010153","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96366096,0.02333846,0.0000026679295,0.0046502217,0.00065538974,0.00083198585,0.00006107002,0.000021556796,0.006777681],"genre_scores_gemma":[0.9593691,0.036192097,0.0000037856807,0.00045211532,0.000077270815,0.00045479983,0.00008216428,0.000014620647,0.003354019],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99919516,0.00020331792,0.00016608833,0.0001744637,0.000085373504,0.00017559166],"domain_scores_gemma":[0.9990903,0.00018057703,0.00008603297,0.0004227692,0.00014980903,0.00007049544],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018558203,0.000086330474,0.00009998867,0.00005371966,0.00027903952,0.000081399376,0.00038350245,0.000072578754,0.00007761535],"category_scores_gemma":[0.00004526476,0.00006744085,0.000010046376,0.0002191389,0.000039023882,0.00015060695,0.00018221803,0.00011871378,0.00005225727],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005628781,0.00016068135,0.80686265,0.00016520434,0.00002458676,3.1967048e-8,0.013895727,7.481354e-7,0.00007807701,0.0023996695,0.100727275,0.075629056],"study_design_scores_gemma":[0.0006852792,0.000060236463,0.88942003,0.000034762004,0.000028821127,3.1409854e-7,0.0002043095,0.00012334669,0.000027511647,0.00023300176,0.10904988,0.00013251323],"about_ca_topic_score_codex":0.00932544,"about_ca_topic_score_gemma":0.012955638,"teacher_disagreement_score":0.08255737,"about_ca_system_score_codex":0.00005726414,"about_ca_system_score_gemma":0.00007124823,"threshold_uncertainty_score":0.99727154},"labels":[],"label_agreement":null},{"id":"W2950818862","doi":"10.17645/mac.v7i2.1959","title":"Digital Literacies Learning in Contexts of Development: A Critical Review of Six IDRC-Funded Interventions 2016–2018","year":2019,"lang":"en","type":"review","venue":"Media and Communication","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Psychological intervention; Sociology; Digital learning; Public relations; Political science; Pedagogy; Psychology","score_opus":0.12359703546223547,"score_gpt":0.37560204742886405,"score_spread":0.2520050119666286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2950818862","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000075329795,0.996005,0.0018370018,0.00021949125,0.00012182136,0.00034967458,0.000007216994,0.00003189455,0.0014203448],"genre_scores_gemma":[0.00095575803,0.9924993,0.006029986,0.000028857516,0.0000058195265,0.00007256411,0.0001713882,0.000013930503,0.00022238756],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99741036,0.00074842543,0.0012637464,0.00017880362,0.00023193638,0.00016675165],"domain_scores_gemma":[0.99519455,0.0027347554,0.0005833212,0.0012132003,0.00023682213,0.00003737583],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009472083,0.00022154185,0.0011811462,0.000332162,0.000080946986,0.00009483244,0.0018393163,0.00012768425,0.000009808797],"category_scores_gemma":[0.0014885335,0.0002003097,0.00020123264,0.00044142443,0.00024027826,0.0005166325,0.0014987903,0.00050233275,0.000017082693],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[6.900288e-7,0.00006240886,0.000020149895,0.09778217,0.000029982444,3.7939444e-7,0.003412638,3.2464424e-8,5.7861453e-8,0.0065394584,0.000081149214,0.8920709],"study_design_scores_gemma":[0.000098238685,0.00003367439,0.000054210224,0.44802,0.000055972087,0.000014048802,0.00009047997,0.00002866622,0.0000018337529,0.00047739412,0.5509143,0.00021118994],"about_ca_topic_score_codex":0.000008070255,"about_ca_topic_score_gemma":0.000013274045,"teacher_disagreement_score":0.8918597,"about_ca_system_score_codex":0.000065208544,"about_ca_system_score_gemma":0.00036448785,"threshold_uncertainty_score":0.8168393},"labels":[],"label_agreement":null},{"id":"W2950905706","doi":"10.17645/mac.v7i2.1967","title":"Video Production in Elementary Teacher Education as a Critical Digital Literacy Practice","year":2019,"lang":"en","type":"article","venue":"Media and Communication","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"Social Sciences and Humanities Research Council of Canada; University of Ottawa","keywords":"Literacy; Video production; Sociology; Pedagogy; Critical literacy; Teacher education; Digital literacy; Qualitative research; Psychology; Mathematics education; Multimedia; Computer science; Social science","score_opus":0.014377775294233692,"score_gpt":0.2957715167729269,"score_spread":0.2813937414786932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2950905706","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9627523,0.0017991088,0.0000018908339,0.013879702,0.0013638794,0.0002956947,0.0000034326397,0.000035763554,0.019868253],"genre_scores_gemma":[0.9948678,0.00032093844,0.0002850061,0.0008463745,0.00064442906,0.00009874251,0.00036758516,0.000012753045,0.0025563424],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99911165,0.00013920778,0.0002573729,0.00019477529,0.00015817868,0.00013880183],"domain_scores_gemma":[0.99885553,0.00038982372,0.00007675536,0.00041941841,0.00020116265,0.000057321293],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003231449,0.00010067662,0.00010327321,0.00012448123,0.0001299621,0.00037147728,0.00013627445,0.000037844104,0.0006625878],"category_scores_gemma":[0.0008399431,0.00009545541,0.000020619369,0.00005752629,0.00011064438,0.0027640893,0.00004533669,0.00021178527,0.000238172],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000068241476,0.00095351663,0.01477967,0.00007555156,0.00000917643,2.8986233e-7,0.79099554,2.3965242e-7,0.00002197182,0.022614919,0.004007574,0.16647328],"study_design_scores_gemma":[0.0004738725,0.00012804879,0.0137692215,0.00033001413,0.000051876497,0.000026865962,0.37934974,0.000104952065,0.00008541088,0.028535632,0.57679826,0.00034610598],"about_ca_topic_score_codex":0.000557638,"about_ca_topic_score_gemma":0.00015034917,"teacher_disagreement_score":0.5727907,"about_ca_system_score_codex":0.000064489504,"about_ca_system_score_gemma":0.00011468141,"threshold_uncertainty_score":0.7254872},"labels":[],"label_agreement":null},{"id":"W2955521095","doi":"10.17645/mac.v7i2.1817","title":"Board Games as Interview Tools: Creating a Safe Space for Unaccompanied Refugee Children","year":2019,"lang":"en","type":"article","venue":"Media and Communication","topic":"Education and experiences of immigrants and refugees","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"York University","keywords":"Bespoke; Refugee; Sociology; Visual research; Photo elicitation; Space (punctuation); Public relations; Media studies; Political science; Computer science; Visual arts; Law","score_opus":0.028172889483738615,"score_gpt":0.334607150677956,"score_spread":0.30643426119421735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2955521095","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9646421,0.004042578,0.000029468607,0.013320984,0.00021823471,0.0003991837,0.0000031548145,0.000041403284,0.01730288],"genre_scores_gemma":[0.9914255,0.004415701,0.0015555221,0.0006004834,0.000098573226,0.00005995268,0.000040992378,0.0000067042247,0.0017965804],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992243,0.00017649247,0.00016463199,0.00013938996,0.00013741123,0.0001577599],"domain_scores_gemma":[0.99908,0.0003575722,0.00010226451,0.00029671367,0.00006603424,0.000097434284],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056473725,0.000077226214,0.0001444275,0.00003809439,0.00045571322,0.00015197667,0.0003430431,0.000062551255,0.00019362646],"category_scores_gemma":[0.00037654414,0.00006255749,0.000049335362,0.0001033626,0.00015629294,0.00025395481,0.00005610084,0.00008198653,0.000041579162],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050853145,0.00018638249,0.036466803,0.000053936572,0.0000582918,7.542057e-8,0.26637092,0.0000021213107,0.00024604442,0.24838139,0.004294086,0.44388908],"study_design_scores_gemma":[0.0006011099,0.00008034908,0.050868664,0.0002413385,0.000025366468,0.000001282507,0.09435688,0.000057768546,0.00016612024,0.0037697454,0.8495802,0.00025116943],"about_ca_topic_score_codex":0.0011902316,"about_ca_topic_score_gemma":0.0018791234,"teacher_disagreement_score":0.84528613,"about_ca_system_score_codex":0.00002340874,"about_ca_system_score_gemma":0.000084206076,"threshold_uncertainty_score":0.35050237},"labels":[],"label_agreement":null},{"id":"W2995578951","doi":"10.17645/mac.v7i4.2300","title":"Audible Efforts: Gender and Battle Cries in Classic Arcade Fighting Games","year":2019,"lang":"en","type":"article","venue":"Media and Communication","topic":"Digital Games and Media","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Battle; Victory; Representation (politics); Sociology; Reading (process); Femininity; Media studies; Aesthetics; Gender studies; Politics; History; Political science; Art; Law","score_opus":0.027148619539131356,"score_gpt":0.2832587654396003,"score_spread":0.256110145900469,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995578951","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76627433,0.003396774,0.000004634056,0.0013619433,0.000120870456,0.000116817144,0.0000016677523,0.00002310821,0.22869983],"genre_scores_gemma":[0.99436945,0.0033554423,0.00026273288,0.00011453149,0.000027776869,0.0000115005905,0.000011836962,0.0000041441185,0.0018425696],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995069,0.00006638084,0.000096994794,0.000090676585,0.00010987799,0.00012916709],"domain_scores_gemma":[0.99937445,0.00035607413,0.000037518726,0.00016149056,0.00001595402,0.00005453684],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030244252,0.000046707526,0.00008571026,0.000040294122,0.00006114363,0.00007125378,0.000115924704,0.000048351216,0.000048355065],"category_scores_gemma":[0.00018095926,0.000042396456,0.000010748593,0.00008912427,0.00016831595,0.0002039336,0.00007320522,0.000088333996,0.000011794724],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017105667,0.00007256614,0.27792206,0.00007443703,0.0000129531345,0.0000010783679,0.17661989,0.0000028568465,0.00025775057,0.15522145,0.0010974625,0.3887004],"study_design_scores_gemma":[0.00042561605,0.00002123315,0.17958193,0.00010568876,0.000008172027,9.236694e-7,0.029382292,0.00016541891,0.00006550733,0.008951172,0.7811347,0.00015734533],"about_ca_topic_score_codex":0.00015593559,"about_ca_topic_score_gemma":0.0010401534,"teacher_disagreement_score":0.7800372,"about_ca_system_score_codex":0.00001734584,"about_ca_system_score_gemma":0.000033206117,"threshold_uncertainty_score":0.17288773},"labels":[],"label_agreement":null},{"id":"W2996429006","doi":"10.17645/mac.v7i4.2269","title":"From Peripheral to Integral? A Digital-Born Journalism Not for Profit in a Time of Crises","year":2019,"lang":"en","type":"article","venue":"Media and Communication","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Journalism; Conversation; Technical Journalism; Sociology; Citizen journalism; Digital media; Media studies; Public relations; Political science; Law","score_opus":0.0342801748854268,"score_gpt":0.3177494253623278,"score_spread":0.283469250476901,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996429006","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9822743,0.00073080714,0.000051809315,0.01431652,0.00005947611,0.0004537163,0.000019791358,0.000012125345,0.0020814354],"genre_scores_gemma":[0.9972021,0.00097325165,0.0011356376,0.000183063,0.000041023097,0.000090729016,0.000039981234,0.000005553235,0.00032864243],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99929714,0.00012626947,0.00020309727,0.00009050375,0.00016742943,0.00011555347],"domain_scores_gemma":[0.9988077,0.00056676654,0.000090737376,0.00037967772,0.00010065587,0.00005444528],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043024158,0.000058417023,0.00016152493,0.00004825147,0.00011818748,0.000060188006,0.00048059234,0.000049484377,0.000060491642],"category_scores_gemma":[0.00037033347,0.00005253693,0.000031306692,0.0001307936,0.00009046478,0.00016938761,0.00014277032,0.0000891846,0.000012346731],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003885622,0.00013043279,0.20626777,0.000042703832,0.00006214344,2.1114474e-7,0.6083081,0.0000067412266,0.0030422318,0.023315541,0.002703093,0.15573248],"study_design_scores_gemma":[0.0051777046,0.0005506034,0.36954054,0.0013825744,0.00010534811,0.0000010665149,0.2621769,0.0027576904,0.0018186403,0.071738526,0.28366667,0.0010837443],"about_ca_topic_score_codex":0.0018961757,"about_ca_topic_score_gemma":0.0016039449,"teacher_disagreement_score":0.3461312,"about_ca_system_score_codex":0.000041589203,"about_ca_system_score_gemma":0.000041436368,"threshold_uncertainty_score":0.2866463},"labels":[],"label_agreement":null},{"id":"W3027058836","doi":"10.17645/mac.v8i2.2768","title":"“School Strike 4 Climate”: Social Media and the International Youth Protest on Climate Change","year":2020,"lang":"en","type":"article","venue":"Media and Communication","topic":"Social Media and Politics","field":"Social Sciences","cited_by":296,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières; MacEwan University","funders":"","keywords":"Globe; Social media; Agency (philosophy); Political science; Government (linguistics); Politics; Blame; Social movement; Climate change; Documentation; Public relations; Global warming; Media studies; Sociology; Social science; Social psychology; Psychology; Law","score_opus":0.10602472548570373,"score_gpt":0.3237942440464286,"score_spread":0.21776951856072485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3027058836","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77847487,0.0008720359,0.0000029520033,0.20283356,0.0006823135,0.0007978341,0.00015078335,0.0001155512,0.016070116],"genre_scores_gemma":[0.988325,0.007205455,0.000048969767,0.0027581258,0.001472956,0.00010233743,0.000075343436,0.000008466649,0.0000033325896],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99880624,0.00038498957,0.0001580253,0.000118805765,0.00032001847,0.00021193747],"domain_scores_gemma":[0.99856246,0.000989397,0.00010215489,0.00012842612,0.00006343871,0.00015411315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051343814,0.000084958454,0.00013513399,0.000023554783,0.0007833472,0.0001218312,0.00037455256,0.00009554257,0.000046334084],"category_scores_gemma":[0.0014836832,0.00006660389,0.000031523196,0.00011011603,0.00060149434,0.00012728854,0.00016268667,0.00024155847,0.000022934604],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001311004,0.00003156694,0.016139403,0.000013202192,0.000014964795,5.417653e-7,0.73453486,2.4675867e-8,0.000013999175,0.23066707,0.00035444944,0.018098803],"study_design_scores_gemma":[0.007492783,0.00014200906,0.10870724,0.00020363355,0.00027676063,0.0000014944198,0.76155686,0.00041638987,0.00016638656,0.039390583,0.08083884,0.0008069875],"about_ca_topic_score_codex":0.00034071563,"about_ca_topic_score_gemma":0.00069836347,"teacher_disagreement_score":0.20985016,"about_ca_system_score_codex":0.000031599673,"about_ca_system_score_gemma":0.000040101633,"threshold_uncertainty_score":0.60249525},"labels":[],"label_agreement":null},{"id":"W3135180588","doi":"10.17645/mac.v9i1.3533","title":"Political Memes and Fake News Discourses on Instagram","year":2021,"lang":"en","type":"article","venue":"Media and Communication","topic":"Social Media and Politics","field":"Social Sciences","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Mainstream; Politics; Social media; Media studies; Metadata; Internet privacy; Sociology; Online community; Political science; World Wide Web; Law; Computer science","score_opus":0.04263819725259158,"score_gpt":0.35821240237682184,"score_spread":0.31557420512423023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135180588","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89300334,0.0016088978,0.000007328428,0.047832683,0.0002643585,0.00008045877,0.0000072582907,0.000038312497,0.05715738],"genre_scores_gemma":[0.9951001,0.00321665,0.0002126958,0.0009952928,0.00021986662,0.000010694932,0.000021131886,0.0000044468943,0.00021913213],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99918956,0.00029148202,0.00008831913,0.00008763131,0.0001544979,0.00018853924],"domain_scores_gemma":[0.9986249,0.0009427838,0.000023250117,0.00019305592,0.000049277343,0.00016669737],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010302947,0.00005304418,0.00009069416,0.000020405472,0.000362773,0.000071035676,0.00009991979,0.000071583345,0.000028595347],"category_scores_gemma":[0.00095962,0.000050335355,0.000016954751,0.00008252265,0.0004469194,0.00007211948,0.00005399144,0.00010904156,0.000005244426],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000021620378,0.000034010456,0.017052123,0.000004358519,0.0000047735803,0.0000010305725,0.019913271,1.0698848e-8,0.000023342838,0.9448801,0.0003230788,0.017761687],"study_design_scores_gemma":[0.00055396324,0.000055595683,0.046982434,0.00009801063,0.000060890365,0.0000031867412,0.33742878,0.000013313472,0.0009205817,0.2542129,0.3593852,0.0002852027],"about_ca_topic_score_codex":0.0012974673,"about_ca_topic_score_gemma":0.0058128336,"teacher_disagreement_score":0.6906673,"about_ca_system_score_codex":0.000024078496,"about_ca_system_score_gemma":0.00013411448,"threshold_uncertainty_score":0.32436976},"labels":[],"label_agreement":null},{"id":"W4232291097","doi":"10.17645/mac.v9i3.4118","title":"Spinning at the Border: Employee Activism in ‘Big PR’","year":2021,"lang":"en","type":"article","venue":"Media and Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trinity College","funders":"","keywords":"Legitimation; Sociology; Agency (philosophy); Interpretation (philosophy); Identity (music); Power (physics); Public relations; Law; Political science; Politics; Social science; Aesthetics; Linguistics","score_opus":0.03630988448367758,"score_gpt":0.3387155621483929,"score_spread":0.3024056776647153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232291097","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.850444,0.008714009,0.000114817405,0.072814636,0.00009156955,0.0001515524,0.0000011885501,0.000038791324,0.067629434],"genre_scores_gemma":[0.988089,0.010080551,0.00029303928,0.00023453045,0.000031115163,0.000046927173,0.00004151208,0.0000048736533,0.0011784459],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987848,0.00067849277,0.00014801128,0.0000975037,0.00016718695,0.0001240038],"domain_scores_gemma":[0.99861217,0.00051196717,0.00006520007,0.0006907574,0.00008329976,0.000036621484],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087186426,0.00004938792,0.00007360799,0.000038080274,0.00083682,0.000097990676,0.00034789956,0.00006602127,0.00009074169],"category_scores_gemma":[0.00041602607,0.000041789262,0.000021301817,0.0003651297,0.00019877811,0.00017965976,0.0002503981,0.00019242258,0.000010901608],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001306851,0.00016512301,0.14367007,0.0000078012545,0.000026031183,0.0000014896544,0.1490292,0.000017110266,0.00058307673,0.16371661,0.0029739616,0.5397965],"study_design_scores_gemma":[0.00035650755,0.000005929795,0.36596996,0.00004678447,0.000014096403,0.0000024912567,0.024803016,0.00018961522,0.00015201994,0.015102821,0.5932143,0.0001424803],"about_ca_topic_score_codex":0.001150096,"about_ca_topic_score_gemma":0.0326015,"teacher_disagreement_score":0.59024036,"about_ca_system_score_codex":0.00008155551,"about_ca_system_score_gemma":0.00011623725,"threshold_uncertainty_score":0.985051},"labels":[],"label_agreement":null},{"id":"W4236901903","doi":"10.17645/mac.v1i1.73","title":"Between Objectivity and Openness—The Mediality of Data for Journalism","year":2014,"lang":"en","type":"article","venue":"Media and Communication","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Objectivity (philosophy); Journalism; Openness to experience; Sociology; Epistemology; Transparency (behavior); Citizen journalism; Technical Journalism; Mediation; Political science; Media studies; Social science; Law; Psychology; Philosophy; Social psychology","score_opus":0.14227576049767654,"score_gpt":0.387544790205045,"score_spread":0.24526902970736847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236901903","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8368648,0.009761195,0.0053491094,0.13761173,0.00029468804,0.0011805047,0.00010393933,0.000045628127,0.008788351],"genre_scores_gemma":[0.9903141,0.008178803,0.0011881199,0.00007196083,0.0001376372,0.000027532997,0.00006391099,0.0000033835493,0.000014503428],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987548,0.00072543405,0.00017244434,0.00009946298,0.00015214544,0.000095729236],"domain_scores_gemma":[0.9954536,0.003260766,0.00015526733,0.0009797179,0.00009902746,0.00005163496],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043226588,0.000048434405,0.00014398839,0.000016546272,0.00079480675,0.000037908547,0.000893569,0.000047045123,0.000004014696],"category_scores_gemma":[0.0015680639,0.000036050697,0.000013823179,0.00008073939,0.0005302727,0.00020682708,0.00051129196,0.000104164115,3.0806862e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025152765,0.000055321387,0.04890864,0.00004551933,0.000057579546,1.3381119e-8,0.06556261,1.4292387e-7,0.00007393966,0.18051484,0.001663703,0.7030925],"study_design_scores_gemma":[0.0010010039,0.00006310548,0.31438652,0.00008679625,0.0001842759,6.2218214e-7,0.022036986,0.0008236504,0.00007905798,0.11868934,0.5424272,0.00022145614],"about_ca_topic_score_codex":0.0018423904,"about_ca_topic_score_gemma":0.0071824733,"teacher_disagreement_score":0.7028711,"about_ca_system_score_codex":0.000009434131,"about_ca_system_score_gemma":0.000032924712,"threshold_uncertainty_score":0.6113091},"labels":[],"label_agreement":null},{"id":"W4243324776","doi":"10.17645/mac.v1i1.74","title":"The Nanking Atrocity: Still and Moving Images 1937–1944","year":2014,"lang":"en","type":"article","venue":"Media and Communication","topic":"Photography and Visual Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Emotive; Context (archaeology); Public opinion; Visual culture; Media studies; World War II; Sociology; History; Visual arts; Law; Political science; Art; Politics; Archaeology; Anthropology","score_opus":0.0201976460219209,"score_gpt":0.2300293061459094,"score_spread":0.20983166012398852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243324776","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96844035,0.00817511,0.00004029827,0.0019004,0.0001531323,0.000119591066,0.0000068208574,0.000067843954,0.021096453],"genre_scores_gemma":[0.9978756,0.0014971762,0.00005730321,0.00020958605,0.00011295394,0.000012363858,0.000011534068,0.0000046185487,0.00021889523],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995996,0.000100996614,0.000082296756,0.000068724345,0.00006378247,0.00008461027],"domain_scores_gemma":[0.9993827,0.00029796743,0.000045870827,0.0002100651,0.000037022644,0.000026427586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026879448,0.000060305458,0.00006389598,0.00001698941,0.0008404207,0.00023453622,0.00013432941,0.00002175096,0.000015223998],"category_scores_gemma":[0.000053909487,0.000038039274,0.000018845269,0.00001585161,0.00027811874,0.00012476444,0.00008050705,0.000114537645,0.0000019106337],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002307973,0.000028072382,0.00237428,0.000035112993,0.000033605516,1.651097e-7,0.14297016,1.862301e-7,0.0015961914,0.71920574,0.0019528741,0.13178052],"study_design_scores_gemma":[0.0003877821,0.000074403244,0.011736905,0.000082245526,0.00004817555,0.0000030701815,0.013996108,0.00039927973,0.0005657146,0.047444172,0.9250534,0.00020872617],"about_ca_topic_score_codex":0.00014073127,"about_ca_topic_score_gemma":0.0009832544,"teacher_disagreement_score":0.92310053,"about_ca_system_score_codex":0.000002616488,"about_ca_system_score_gemma":0.0000025698434,"threshold_uncertainty_score":0.64639217},"labels":[],"label_agreement":null},{"id":"W4293764693","doi":"10.17645/mac.v10i3.5346","title":"Complicating the Resilience Model: A Four-Country Study About Misinformation","year":2022,"lang":"en","type":"article","venue":"Media and Communication","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; MacEwan University","funders":"","keywords":"Disinformation; Misinformation; Social media; Resilience (materials science); Eurobarometer; Politics; Sociology; Political science; Public relations; Social psychology; Psychology; Economics; Law","score_opus":0.04770951180677124,"score_gpt":0.322623689887117,"score_spread":0.27491417808034574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293764693","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90371186,0.00039492256,0.0009110325,0.0077695684,0.00008526473,0.000785939,0.000009119135,0.00010182728,0.086230494],"genre_scores_gemma":[0.9984756,0.0002200051,0.00021813225,0.0008175597,0.000016066493,0.000038714174,0.000019765783,0.0000030607832,0.00019106304],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988124,0.00034631212,0.00020610554,0.000058900856,0.00044870394,0.00012761998],"domain_scores_gemma":[0.9990963,0.0002457606,0.00014343996,0.00040427275,0.000057887297,0.000052353495],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0018576488,0.00005029291,0.000061207655,0.000041178835,0.0029593215,0.00013260863,0.00051858736,0.00001756715,0.000071002585],"category_scores_gemma":[0.00027065427,0.000040877443,0.000012881389,0.00027147154,0.00013470482,0.0004226506,0.00018867815,0.0001914521,0.000007839889],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016370537,0.0000796287,0.001581709,0.000004683724,0.000006410908,8.8498176e-8,0.8981915,0.0021107444,0.000015288733,0.05276546,0.0032014523,0.04202668],"study_design_scores_gemma":[0.00063610205,0.000065211534,0.053606033,0.000014993688,0.000022818043,0.0000050275476,0.70500034,0.17174305,0.0000051345437,0.0056957733,0.06299608,0.00020941628],"about_ca_topic_score_codex":0.000597989,"about_ca_topic_score_gemma":0.00067848497,"teacher_disagreement_score":0.19319113,"about_ca_system_score_codex":0.000064790474,"about_ca_system_score_gemma":0.000089460416,"threshold_uncertainty_score":0.9983387},"labels":[],"label_agreement":null},{"id":"W4300427335","doi":"10.17645/mac.v10i4.5667","title":"Conspiracy Beliefs, Misinformation, Social Media Platforms, and Protest Participation","year":2022,"lang":"en","type":"article","venue":"Media and Communication","topic":"Social Media and Politics","field":"Social Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Misinformation; Social media; Right wing; Scholarship; Political science; Left-wing politics; Sociology; Public relations; Politics; Law","score_opus":0.055284340836857154,"score_gpt":0.3289247313220199,"score_spread":0.27364039048516275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4300427335","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9880191,0.0006803694,0.000014217079,0.0073925364,0.00022607474,0.00030500576,0.00002256235,0.00006594173,0.0032741707],"genre_scores_gemma":[0.99837744,0.000515069,0.0001624826,0.00038553364,0.00019324482,0.00018515518,0.00014214906,0.00000596696,0.000032984408],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990099,0.0001977025,0.00020210048,0.00007802388,0.00032426327,0.00018803167],"domain_scores_gemma":[0.998807,0.00076501764,0.00012227634,0.00012851872,0.00007509916,0.000102075464],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00053373486,0.000065990396,0.00010354996,0.000051706364,0.0022308081,0.00006414372,0.0001702835,0.00005977167,0.00010741424],"category_scores_gemma":[0.0007632418,0.000072177245,0.000016726437,0.00017204131,0.00039169125,0.0002764195,0.00011812918,0.00018743072,0.000005530999],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014018491,0.000056539368,0.02101329,0.000013452752,0.000009796671,3.56581e-7,0.72587156,5.647598e-7,0.000027872768,0.20703939,0.001483902,0.044469252],"study_design_scores_gemma":[0.0016074397,0.00008460274,0.16087705,0.000027168866,0.000089285946,0.000004065536,0.33471245,0.00024291457,0.00016350199,0.11162131,0.39005175,0.0005184399],"about_ca_topic_score_codex":0.0005303301,"about_ca_topic_score_gemma":0.0009935967,"teacher_disagreement_score":0.39115912,"about_ca_system_score_codex":0.00006710521,"about_ca_system_score_gemma":0.00012295065,"threshold_uncertainty_score":0.99906814},"labels":[],"label_agreement":null},{"id":"W4322620167","doi":"10.17645/mac.v11i1.6043","title":"Cartographies of Resistance: Counter-Data Mapping as the New Frontier of Digital Media Activism","year":2023,"lang":"en","type":"article","venue":"Media and Communication","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Disinformation; Social media; Sociology; Digital media; Frontier; Economic Justice; Indigenous; Public relations; Political science; Law","score_opus":0.06777101778308711,"score_gpt":0.31945989720871876,"score_spread":0.2516888794256317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322620167","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89834934,0.0023823497,0.00016795417,0.023870781,0.00027081984,0.0002838327,0.00009434249,0.00007752087,0.07450305],"genre_scores_gemma":[0.99413383,0.0050546364,0.00007708563,0.000044179767,0.000027736833,7.6225007e-7,0.00011433656,0.0000025246502,0.0005449247],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994014,0.000050069284,0.00015929091,0.00004651358,0.0002612627,0.00008146007],"domain_scores_gemma":[0.99894905,0.0003266017,0.00012869605,0.00049351936,0.00005786622,0.00004427151],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048390304,0.00003778342,0.00008351257,0.0000750706,0.00016160018,0.00005088487,0.00049255317,0.0000348799,0.000024592127],"category_scores_gemma":[0.0005403692,0.000028317458,0.00001659476,0.0003961152,0.0003162485,0.0005080394,0.00012673603,0.000058369835,0.0000060325874],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025717472,0.000020187372,0.0025260916,0.000024552768,0.000033310946,1.06460405e-7,0.8360114,6.4062846e-7,0.00009029981,0.01799063,0.09287464,0.050402418],"study_design_scores_gemma":[0.00052191335,0.000015197337,0.07925939,0.00018403679,0.000029102861,3.8690376e-7,0.41807932,0.00016067782,0.00025855025,0.02756273,0.4737764,0.00015229077],"about_ca_topic_score_codex":0.00046910852,"about_ca_topic_score_gemma":0.0017459682,"teacher_disagreement_score":0.4179321,"about_ca_system_score_codex":0.0000061760234,"about_ca_system_score_gemma":0.00008582716,"threshold_uncertainty_score":0.124291435},"labels":[],"label_agreement":null},{"id":"W4377288850","doi":"10.17645/mac.v11i3.6742","title":"Older Adults Learning Digital Skills Together: Peer Tutors’ Perspectives on Non-Formal Digital Support","year":2023,"lang":"en","type":"article","venue":"Media and Communication","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Strategic Research Council; Social Sciences and Humanities Research Council of Canada; Academy of Finland","keywords":"Formal learning; Informal learning; Thematic analysis; TUTOR; Peer tutor; Peer learning; Peer support; Psychology; Peer group; Computer science; Multimedia; Pedagogy; Qualitative research; Social psychology; Sociology","score_opus":0.008089927757964658,"score_gpt":0.2651696774886004,"score_spread":0.25707974973063574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377288850","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9715749,0.00007661609,0.000020035499,0.005227727,0.00009096037,0.00020771917,0.000012920005,0.00048022572,0.022308882],"genre_scores_gemma":[0.9954672,0.00044974856,0.000038496226,0.000036002974,0.00006692539,0.000034190096,0.00014315736,0.000015872449,0.00374842],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.998869,0.000065360065,0.00015499143,0.000213583,0.0003817392,0.00031534935],"domain_scores_gemma":[0.9989794,0.00035524621,0.00007651123,0.0003623711,0.00013844064,0.000088026594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041590672,0.00011398943,0.00012641826,0.00014023151,0.00059194386,0.00021578088,0.00041977564,0.00015384718,0.000039851475],"category_scores_gemma":[0.001000604,0.00011004145,0.000045280744,0.00033564257,0.00047809194,0.0008414489,0.00020905666,0.0003355802,0.00026368807],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028311752,0.00017656287,0.05231161,0.000007707123,0.000025541895,0.0000047029375,0.6486154,0.0000030577626,0.000004909133,0.003882156,0.0023580417,0.29258198],"study_design_scores_gemma":[0.0013423235,0.00020617592,0.3074983,0.00017728221,0.000016206408,0.000004995047,0.6196142,0.00021143729,0.00007646533,0.0013605151,0.06902695,0.00046517162],"about_ca_topic_score_codex":0.000088594184,"about_ca_topic_score_gemma":0.00013484621,"teacher_disagreement_score":0.2921168,"about_ca_system_score_codex":0.000055628243,"about_ca_system_score_gemma":0.00005436055,"threshold_uncertainty_score":0.45528135},"labels":[],"label_agreement":null},{"id":"W4379056376","doi":"10.17645/mac.v11i3.6701","title":"Set in Stone? Mobile Practices Evolution in Later Life","year":2023,"lang":"en","type":"article","venue":"Media and Communication","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Mobile phone; Residence; Diversification (marketing strategy); The Internet; Population; Geography; Business; Sociology; Psychology; Advertising; Marketing; Demography; Telecommunications; Computer science; World Wide Web","score_opus":0.03959807264752135,"score_gpt":0.34536297214587613,"score_spread":0.3057648994983548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379056376","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98873425,0.00069711806,0.000002069682,0.009339825,0.000048725975,0.00017590314,0.0000012509742,0.000115610725,0.0008852722],"genre_scores_gemma":[0.9975621,0.0021236553,0.00007814924,0.000043462165,0.000012214694,0.000102716185,0.000015177425,0.000003391694,0.000059098096],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992656,0.0002949914,0.00011516638,0.00009197922,0.000103589664,0.0001286622],"domain_scores_gemma":[0.99929786,0.00033680795,0.00008539657,0.00023258029,0.000019656132,0.00002768107],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008595946,0.00003667785,0.00006552384,0.00016629342,0.00010931674,0.000017714869,0.00022127219,0.000103824386,0.000011621926],"category_scores_gemma":[0.00089649926,0.000038434806,0.000006541575,0.00052725227,0.00015090358,0.00024624573,0.00008828167,0.00016602973,0.00004251619],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001579784,0.00007001589,0.76004165,0.000011237758,0.0000045136426,0.0000028524182,0.22150256,0.000018899236,0.00021722472,0.008648621,0.0008374666,0.008629164],"study_design_scores_gemma":[0.00036637142,0.000015063312,0.92326224,0.000039881637,0.0000034187701,3.3875511e-7,0.052145712,0.0004848769,0.000031443033,0.012409582,0.01115675,0.000084329025],"about_ca_topic_score_codex":0.003489011,"about_ca_topic_score_gemma":0.071425274,"teacher_disagreement_score":0.16935685,"about_ca_system_score_codex":0.00005616417,"about_ca_system_score_gemma":0.000047758025,"threshold_uncertainty_score":0.9455188},"labels":[],"label_agreement":null},{"id":"W4381249592","doi":"10.17645/mac.v11i3.6838","title":"Elder People and Personal Data: New Challenges in Health Platformization","year":2023,"lang":"en","type":"article","venue":"Media and Communication","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Simon Fraser University; Universidad de la República Uruguay; International Development Research Centre","keywords":"Health care; Context (archaeology); Public relations; Digital health; Internet privacy; Citizenship; Sociology; Digital literacy; Subjectivity; Literacy; Knowledge management; Political science; Computer science; Politics; Pedagogy","score_opus":0.1201614360340342,"score_gpt":0.34573349142853627,"score_spread":0.22557205539450206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381249592","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83707875,0.022557365,0.00007286622,0.13803138,0.00009734592,0.0003277094,0.000007348794,0.0003171629,0.0015101003],"genre_scores_gemma":[0.88087296,0.11856025,0.00035770726,0.000054783148,0.000019009154,0.0000067663523,0.00007348732,0.00000347607,0.00005158278],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9994904,0.00009191967,0.00009424228,0.00011957619,0.00008662089,0.000117241696],"domain_scores_gemma":[0.99947613,0.00015303734,0.000041321993,0.00026831977,0.000011134019,0.00005003169],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00063580694,0.000037198475,0.00007217801,0.000084554136,0.00019219541,0.000014605663,0.00023339107,0.000066057895,0.000008125316],"category_scores_gemma":[0.00019653027,0.000039012237,0.0000032859564,0.00022567078,0.00009330922,0.00024393659,0.0001719388,0.00009557545,0.0000053200324],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000529064,0.00002257806,0.031282946,0.000024742681,0.0000044867493,3.1616054e-7,0.42238313,2.9902736e-7,0.0000025729362,0.031900458,0.0015611139,0.5128121],"study_design_scores_gemma":[0.00058251416,0.000026446856,0.8431061,0.00009200105,0.000004300255,0.0000016932312,0.09556654,0.0013165202,0.000002915742,0.026444742,0.03273361,0.0001226254],"about_ca_topic_score_codex":0.0046750796,"about_ca_topic_score_gemma":0.1669422,"teacher_disagreement_score":0.8118231,"about_ca_system_score_codex":0.000017585839,"about_ca_system_score_gemma":0.000082095525,"threshold_uncertainty_score":0.8482589},"labels":[],"label_agreement":null},{"id":"W4385549339","doi":"10.17645/mac.v11i3.6643","title":"“Anti-Regime Influentials” Across Platforms: A Case Study of the Free Navalny Protests in Russia","year":2023,"lang":"en","type":"article","venue":"Media and Communication","topic":"Social Media and Politics","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"HEC Montréal; Queensland University of Technology; University of Melbourne","keywords":"Authoritarianism; Democratization; Social media; Imprisonment; Popularity; Political science; Regime change; Political economy; Politics; Citizen journalism; The Internet; Analytics; Sociology; Media studies; Law; Democracy; Computer science; World Wide Web","score_opus":0.05439590510351027,"score_gpt":0.37139292901313375,"score_spread":0.3169970239096235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385549339","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976505,0.00013036739,3.0051146e-7,0.0011547378,0.00016850233,0.00058766373,0.0000062575255,0.000034527555,0.0002671126],"genre_scores_gemma":[0.9995766,0.00018303856,0.000014043417,0.000035789886,0.000052313368,0.00009565652,0.000002736723,0.0000056722947,0.000034117245],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989909,0.00027023413,0.00020521923,0.00008085678,0.00025455395,0.00019822273],"domain_scores_gemma":[0.99875325,0.0005365066,0.00010210179,0.0005101002,0.000047295413,0.000050719198],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068795704,0.000058663612,0.00012928291,0.000040023562,0.0004904999,0.000031594656,0.00047484203,0.00007914385,0.0000048523807],"category_scores_gemma":[0.0009120697,0.00004510458,0.000023187522,0.0005598788,0.0003421843,0.000113128044,0.00026524524,0.00015782547,0.000004259701],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003285181,0.00009752521,0.3639336,0.000008947071,0.0000075630724,0.00001101003,0.6308359,0.0000014430019,0.0000320028,0.002171112,0.000070909715,0.0028266974],"study_design_scores_gemma":[0.00093193544,0.000036513928,0.32043535,0.00006446717,0.0000195339,0.000006622956,0.66550905,0.000047921392,0.000105888284,0.011393755,0.001342612,0.000106341],"about_ca_topic_score_codex":0.029298203,"about_ca_topic_score_gemma":0.08828506,"teacher_disagreement_score":0.058986854,"about_ca_system_score_codex":0.000028069027,"about_ca_system_score_gemma":0.000083527426,"threshold_uncertainty_score":0.97716576},"labels":[],"label_agreement":null},{"id":"W4389143106","doi":"10.17645/mac.7562","title":"Google’s Influence on Global Business Models in Journalism: An Analysis of Its Innovation Challenge","year":2023,"lang":"en","type":"article","venue":"Media and Communication","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Journalism; Revenue; Business model; Technical Journalism; Public relations; Competition (biology); Business; Government (linguistics); Marketing; Profit (economics); Product (mathematics); Economics; Political science; Advertising; Accounting","score_opus":0.09284105683995103,"score_gpt":0.36326974513698657,"score_spread":0.27042868829703554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389143106","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98526967,0.0008654316,0.000036002173,0.008582908,0.000041243162,0.00013350805,0.000008460223,0.000036165973,0.005026642],"genre_scores_gemma":[0.96634716,0.033328835,0.000076687356,0.00008415329,0.000016492799,0.000034615234,0.00009660259,0.0000032499793,0.000012208736],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9987089,0.00040418914,0.00031649048,0.00011728778,0.00031375507,0.00013935998],"domain_scores_gemma":[0.99861705,0.0002525551,0.00018896544,0.00049644086,0.0004049144,0.00004005238],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012986502,0.000068836605,0.00018859343,0.0003598169,0.0002728056,0.000029232271,0.00046234473,0.00007690697,0.000008508147],"category_scores_gemma":[0.00045241634,0.00006859004,0.000020495996,0.0050374563,0.00013551414,0.0003726899,0.00011653707,0.000111282345,0.000003122714],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038144946,0.00021123432,0.025131695,0.000021033538,0.00008707934,7.4891574e-7,0.06888979,0.006059008,0.0000846099,0.8487863,0.00003951335,0.050650857],"study_design_scores_gemma":[0.00041744957,0.00004070635,0.9075255,0.000118695185,0.00011029373,1.6947658e-7,0.01912243,0.034945354,0.000010992382,0.036201503,0.0013309194,0.00017598276],"about_ca_topic_score_codex":0.0021606744,"about_ca_topic_score_gemma":0.018110408,"teacher_disagreement_score":0.88239384,"about_ca_system_score_codex":0.00007677915,"about_ca_system_score_gemma":0.000059631704,"threshold_uncertainty_score":0.9998065},"labels":[],"label_agreement":null},{"id":"W4392293675","doi":"10.17645/mac.7578","title":"Jobs-to-Be-Done and Journalism Innovation: Making News More Responsive to Community Needs","year":2024,"lang":"en","type":"article","venue":"Media and Communication","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"University of Oregon","keywords":"Journalism; Sociology; Public relations; Media studies; Political science; Internet privacy; Advertising; Business; Computer science","score_opus":0.09399724319220548,"score_gpt":0.379800436004496,"score_spread":0.2858031928122905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392293675","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69415474,0.0056079696,0.00044615648,0.29166862,0.0002522346,0.0003704664,0.0000073321157,0.00010437591,0.007388092],"genre_scores_gemma":[0.9860254,0.0064392923,0.002003038,0.00493881,0.00013312337,0.000086588494,0.000025653379,0.000013553654,0.00033456372],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980943,0.0009904857,0.00029983124,0.000117823954,0.00029531415,0.00020220842],"domain_scores_gemma":[0.9975302,0.0012794855,0.00007049052,0.00072657905,0.0002625856,0.00013062995],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0020881065,0.000115765426,0.00016957325,0.00036964926,0.0017329169,0.00029489727,0.00055924023,0.00008666357,0.000028534958],"category_scores_gemma":[0.0012739525,0.00011270267,0.00002140552,0.0015955387,0.0002603171,0.00029333355,0.0005834403,0.000511217,0.0000120217355],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004463145,0.000035759644,0.0016162775,0.00002946466,0.000035969362,0.0000013426953,0.5984035,0.0000021798965,0.0005097453,0.26397526,0.008583959,0.1267619],"study_design_scores_gemma":[0.0001937547,0.000066865636,0.018609216,0.00033995684,0.00003753967,0.0000061583437,0.21443158,0.0001059486,0.000035521985,0.010905477,0.7550299,0.00023803292],"about_ca_topic_score_codex":0.0020856105,"about_ca_topic_score_gemma":0.008265249,"teacher_disagreement_score":0.746446,"about_ca_system_score_codex":0.00008946609,"about_ca_system_score_gemma":0.000094794166,"threshold_uncertainty_score":0.9995667},"labels":[],"label_agreement":null},{"id":"W4399779390","doi":"10.17645/mac.8102","title":"Digital Inclusion Through Algorithmic Knowledge: Curated Flows of Civic and Political Information on Instagram","year":2024,"lang":"en","type":"article","venue":"Media and Communication","topic":"Social Media and Politics","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Inclusion (mineral); Politics; Sociology; Digital media; Internet privacy; Social science; Media studies; Public relations; Data science; Political science; Computer science; World Wide Web; Law","score_opus":0.02241850995355548,"score_gpt":0.33267547554426063,"score_spread":0.31025696559070515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399779390","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92087674,0.002740887,0.00019726774,0.0062482497,0.00049215014,0.0002788957,0.00004078624,0.000118434335,0.06900658],"genre_scores_gemma":[0.9982047,0.0013088904,0.00015077091,0.00009700349,0.00010888529,0.000011490535,0.000078810684,0.0000042672405,0.000035202716],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99931145,0.00012506102,0.00017450421,0.00006201968,0.00017737366,0.0001495822],"domain_scores_gemma":[0.9990024,0.00067157095,0.00003201256,0.00012984594,0.00007907924,0.0000850726],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017412241,0.00006391225,0.00009671187,0.00006348662,0.00035583973,0.00010551554,0.00012476103,0.00010306135,0.0000094249235],"category_scores_gemma":[0.00039245348,0.000058023033,0.000019451205,0.00021007587,0.00032141557,0.0006176141,0.00017622315,0.00014164911,0.0000147273895],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000069909415,0.00004227249,0.00070598687,0.00005630336,0.000009857169,2.7211746e-7,0.2221415,1.3388255e-7,0.00003096555,0.5609017,0.00021590588,0.2158881],"study_design_scores_gemma":[0.0007816576,0.00021982435,0.004545961,0.00064741215,0.00007533689,0.0000037790287,0.09523383,0.005614983,0.0006076015,0.2719458,0.61990947,0.00041435365],"about_ca_topic_score_codex":0.00052487425,"about_ca_topic_score_gemma":0.00020673324,"teacher_disagreement_score":0.6196936,"about_ca_system_score_codex":0.000056672856,"about_ca_system_score_gemma":0.00012463133,"threshold_uncertainty_score":0.27368677},"labels":[],"label_agreement":null},{"id":"W4402196033","doi":"10.17645/mac.8423","title":"Unestablished Boundaries: The Capabilities of Immersive Technologies to Induce Empathy, Tell Stories, and Immerse","year":2024,"lang":"en","type":"article","venue":"Media and Communication","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Lupina Foundation","keywords":"Empathy; Aesthetics; Psychology; Sociology; Multimedia; Cognitive science; Human–computer interaction; Computer science; Social psychology; Art","score_opus":0.019726102529978837,"score_gpt":0.2659050951908131,"score_spread":0.2461789926608343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402196033","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90455174,0.017800363,0.018944956,0.056725517,0.00019614959,0.000484806,0.0000245346,0.00018011127,0.0010918173],"genre_scores_gemma":[0.9968686,0.0014073867,0.0015333346,0.00008986335,0.0000068779877,0.000050183007,0.0000058318783,0.0000037828845,0.00003414578],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994102,0.000060265163,0.00015002352,0.00015595375,0.000118546086,0.00010500278],"domain_scores_gemma":[0.9984948,0.00050367095,0.000038959686,0.00084850995,0.00007711824,0.000036939953],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035221115,0.00007576881,0.000102113845,0.000081212675,0.00024433943,0.00036332445,0.00061060896,0.00005044092,0.0000012376058],"category_scores_gemma":[0.00029255962,0.00005291496,0.000014629816,0.00046487755,0.00052014046,0.00036617537,0.0004657628,0.00013629743,0.000002383585],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000064042156,0.000032418837,0.0002522386,0.000060408183,0.000022528662,4.0579351e-7,0.16484646,0.000001759304,0.0022879585,0.6848558,0.0019630056,0.14567058],"study_design_scores_gemma":[0.00046983667,0.00052189874,0.021262296,0.0004337527,0.00008168575,0.000047413203,0.28744704,0.007323498,0.027707715,0.22409992,0.42990327,0.00070166617],"about_ca_topic_score_codex":0.0006748241,"about_ca_topic_score_gemma":0.0001869781,"teacher_disagreement_score":0.4607559,"about_ca_system_score_codex":0.000026393556,"about_ca_system_score_gemma":0.000106164734,"threshold_uncertainty_score":0.3503546},"labels":[],"label_agreement":null},{"id":"W4402996403","doi":"10.17645/mac.8637","title":"Amplifying Player Experience to Facilitate Prosocial Outcomes in a Narrative-Based Serious Game","year":2024,"lang":"en","type":"article","venue":"Media and Communication","topic":"Media Influence and Health","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Prosocial behavior; Narrative; Psychology; Video game; Game studies; Sociology; Social psychology; Aesthetics; Media studies; Computer science; Multimedia; Literature; Art","score_opus":0.1357854816564278,"score_gpt":0.33318439976921543,"score_spread":0.19739891811278765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402996403","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99065673,0.0007788795,0.0000302467,0.0063010766,0.00021687582,0.00030533926,0.000013190967,0.0000667515,0.0016308884],"genre_scores_gemma":[0.9980491,0.00009945769,0.0001417727,0.00096806715,0.00005326589,0.0003027636,0.00001806674,0.000007464524,0.0003600399],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992989,0.00007483906,0.00020118481,0.0001431408,0.00012425601,0.00015769165],"domain_scores_gemma":[0.99943554,0.00022701966,0.000023493787,0.00021347294,0.000033675726,0.00006679364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020357706,0.0000889075,0.00014173682,0.000103990424,0.00019508941,0.00015840643,0.00014727816,0.000029803658,0.0001556433],"category_scores_gemma":[0.00007468543,0.0000730022,0.0000214819,0.000055840013,0.00013746053,0.00019845703,0.000038279984,0.00015709533,0.000049330338],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014783686,0.000025509764,0.0050172233,0.000056632114,0.0000037698999,0.0000021082415,0.96716034,0.0000032473156,0.00008552593,0.017995758,0.00021110167,0.009424008],"study_design_scores_gemma":[0.0013406674,0.00035044205,0.077728994,0.0010647265,0.00002357318,0.0000025181519,0.2816158,0.00197938,0.00027102543,0.01412164,0.62063634,0.00086489937],"about_ca_topic_score_codex":0.00079366576,"about_ca_topic_score_gemma":0.009812032,"teacher_disagreement_score":0.68554455,"about_ca_system_score_codex":0.000040740615,"about_ca_system_score_gemma":0.000065929344,"threshold_uncertainty_score":0.5475344},"labels":[],"label_agreement":null},{"id":"W4404541364","doi":"10.17645/mac.8548","title":"The Stigma Machine: A Study of the Prosocial Impact of Immersive VR Narratives on Youth in Spain and Canada","year":2024,"lang":"en","type":"article","venue":"Media and Communication","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Empathy; Prosocial behavior; Interpersonal Reactivity Index; Psychology; Narrative; Storytelling; Empathic concern; Social psychology; Virtual reality; Perspective-taking; Computer science","score_opus":0.019503661137774735,"score_gpt":0.2787315408832489,"score_spread":0.2592278797454742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404541364","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965969,0.00074615097,0.000100389196,0.0021067872,0.000022987118,0.0002596198,0.0000123989,0.0000027814503,0.00015199094],"genre_scores_gemma":[0.9997687,0.00016549419,0.000024500294,0.000015543905,0.0000036376446,0.000014102576,0.0000020094185,0.0000017757415,0.0000042772385],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9993976,0.00021454571,0.00012397097,0.00007760393,0.00012746039,0.000058866543],"domain_scores_gemma":[0.9991407,0.00034421496,0.000058032285,0.00040917884,0.000026034464,0.000021848567],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030595151,0.000047961636,0.00007152829,0.000022734323,0.00013099778,0.000037253045,0.0003735962,0.000014025499,2.567513e-7],"category_scores_gemma":[0.00007484195,0.000025306445,0.000013483641,0.00020419907,0.000080822734,0.00006450838,0.00014500348,0.000103227794,4.58062e-8],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006560401,0.00048665947,0.044829477,0.000047250007,0.00012422293,7.6490494e-7,0.72541153,0.00008432257,0.001056045,0.06013698,0.0003561603,0.16740097],"study_design_scores_gemma":[0.0004891422,0.00042286495,0.92374295,0.00013253535,0.000016797894,0.0000011231504,0.060224727,0.0090456735,0.00030832444,0.005392137,0.000114673225,0.000109052366],"about_ca_topic_score_codex":0.21915343,"about_ca_topic_score_gemma":0.4535026,"teacher_disagreement_score":0.87891346,"about_ca_system_score_codex":0.00004086272,"about_ca_system_score_gemma":0.0001931336,"threshold_uncertainty_score":0.78604627},"labels":[],"label_agreement":null},{"id":"W4407173721","doi":"10.17645/mac.9356","title":"Televisuality on a Global Scale: Netflix’s Local-Language Strategy","year":2025,"lang":"en","type":"article","venue":"Media and Communication","topic":"Media, Gender, and Advertising","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"Université de Montréal; Fonds de Recherche du Québec-Société et Culture; Universiteit van Amsterdam","keywords":"Scale (ratio); Computer science; Sociology; Linguistics; Geography; Cartography; Philosophy","score_opus":0.02974684242114301,"score_gpt":0.38066750595949245,"score_spread":0.35092066353834944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407173721","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81376666,0.004742417,0.0020650572,0.006228204,0.00025356762,0.00022757742,0.000007504236,0.00010164599,0.17260736],"genre_scores_gemma":[0.9973758,0.0012774136,0.00011896622,0.0007191889,0.00005133039,0.00000923714,0.0000187143,0.000002295086,0.00042704918],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99905825,0.00032955743,0.00013769485,0.00012753312,0.00018578547,0.0001611581],"domain_scores_gemma":[0.9992899,0.00021939716,0.00004234031,0.00032683578,0.000037780545,0.00008377339],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005328359,0.000067434295,0.00010250834,0.000026226127,0.00041188346,0.00006337476,0.0002577004,0.00007932392,0.000036375463],"category_scores_gemma":[0.00016635294,0.00006439763,0.000023533274,0.00023786405,0.0003230732,0.00008219981,0.00005964111,0.00011444896,0.000010814302],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002676768,0.00011673505,0.013544669,0.000027272199,0.000015441314,0.0000013974377,0.03289133,0.0000065910754,0.000106700354,0.13394111,0.0016909856,0.817631],"study_design_scores_gemma":[0.002389792,0.00015053977,0.4933643,0.0006566054,0.00013851887,0.0000026189703,0.27387735,0.0015590114,0.0012544253,0.14577094,0.07998312,0.0008527678],"about_ca_topic_score_codex":0.0032501565,"about_ca_topic_score_gemma":0.0062130266,"teacher_disagreement_score":0.81677824,"about_ca_system_score_codex":0.000089865905,"about_ca_system_score_gemma":0.00013866037,"threshold_uncertainty_score":0.4913286},"labels":[],"label_agreement":null},{"id":"W4414750018","doi":"10.17645/mac.10371","title":"Mapping Government Use of Social Media Influencers for Policy Promotion","year":2025,"lang":"en","type":"article","venue":"Media and Communication","topic":"Social Media and Politics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Universität Zürich","keywords":"Influencer marketing; Social media; Variety (cybernetics); Transparency (behavior); Public policy; Digital media; Leverage (statistics); Autonomy; Typology","score_opus":0.06755860856171753,"score_gpt":0.35218442243466747,"score_spread":0.28462581387294994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414750018","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9706816,0.00019902023,0.00034053685,0.02468892,0.0003174604,0.00042311416,0.000036619727,0.00003412628,0.003278594],"genre_scores_gemma":[0.9982451,0.00050099415,0.0007094898,0.00018134844,0.00016513758,0.00006114758,0.000018917199,0.0000033796578,0.00011448263],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99926627,0.00016852687,0.0001619682,0.00006604868,0.00020195266,0.00013525566],"domain_scores_gemma":[0.9984249,0.0012254135,0.00009280942,0.00012365884,0.00009257261,0.00004062934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025442126,0.00004842373,0.00010685789,0.0000499416,0.00036236874,0.000029954994,0.00015638275,0.000090594614,0.0000050545464],"category_scores_gemma":[0.002285658,0.00005201825,0.000032886906,0.0002269006,0.00036578998,0.00012170117,0.000046743295,0.00006146202,5.113386e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014953515,0.000056220644,0.013550482,0.00004690383,0.000022853726,3.4711455e-8,0.25875598,3.720426e-7,0.0005460949,0.6677306,0.0010105089,0.05826498],"study_design_scores_gemma":[0.0013479603,0.00004430981,0.15958907,0.0002369829,0.000097059434,1.3417093e-7,0.1657273,0.00014536084,0.002083001,0.2002637,0.47014827,0.0003168698],"about_ca_topic_score_codex":0.0010292124,"about_ca_topic_score_gemma":0.0010660257,"teacher_disagreement_score":0.46913776,"about_ca_system_score_codex":0.00015746584,"about_ca_system_score_gemma":0.00020278907,"threshold_uncertainty_score":0.2787084},"labels":[],"label_agreement":null},{"id":"W4416332383","doi":"10.17645/mac.11078","title":"Indigenous Cartographies in the Covid-19 Pandemic","year":2025,"lang":"en","type":"article","venue":"Media and Communication","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Indigenous; Authoritarianism; Government (linguistics); State (computer science); Politics; Hegemony; Covert; Pandemic","score_opus":0.052518646876264764,"score_gpt":0.3476274814390908,"score_spread":0.295108834562826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416332383","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90709305,0.009697409,0.000083579194,0.021645093,0.00014271475,0.0005514826,0.0000024619897,0.000075603704,0.060708623],"genre_scores_gemma":[0.9897384,0.008590357,0.000025979401,0.0014670511,0.000009214098,0.00009240138,0.0000064015444,7.8221643e-7,0.00006939745],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992281,0.00035472965,0.00014194706,0.00004410156,0.00013298074,0.0000981111],"domain_scores_gemma":[0.9989859,0.00068396935,0.000047761787,0.00022285333,0.000038007343,0.000021538195],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016778574,0.00003706383,0.00006587069,0.00017220681,0.0008769533,0.000047942693,0.00030142392,0.000044099746,0.000002943427],"category_scores_gemma":[0.00033953515,0.000027635091,0.00001632789,0.00064272765,0.00034194387,0.00008825043,0.00004725117,0.000093805735,0.000002228102],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000014212222,0.0000061152377,0.5491377,0.0000075965568,0.0000043607556,6.835625e-8,0.40389848,5.368222e-7,5.1776925e-7,0.04390132,0.00047019427,0.0025716794],"study_design_scores_gemma":[0.00023338957,0.0000047694207,0.27716658,0.000017176806,0.000009147215,0.0000011382667,0.29706025,0.000002812548,3.1775713e-7,0.03181298,0.3936321,0.00005934941],"about_ca_topic_score_codex":0.010722641,"about_ca_topic_score_gemma":0.07717076,"teacher_disagreement_score":0.39316192,"about_ca_system_score_codex":0.000027808128,"about_ca_system_score_gemma":0.000072044066,"threshold_uncertainty_score":0.99586505},"labels":[],"label_agreement":null},{"id":"W4416764439","doi":"10.17645/mac.11076","title":"Counter-Mapping: Visual Strategies for Alternative Imaginaries","year":2025,"lang":"en","type":"article","venue":"Media and Communication","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"Social Sciences and Humanities Research Council of Canada; York University; Lakehead University","keywords":"Bespoke; Mainstream; Semiotics; Hegemony; Grassroots; Government (linguistics); Casual; Social semiotics; Visual culture","score_opus":0.43776773635349353,"score_gpt":0.6289249766865366,"score_spread":0.19115724033304304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416764439","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7292647,0.0050112414,0.13668974,0.019904552,0.00047948278,0.0011749781,0.00001533101,0.00016519862,0.107294776],"genre_scores_gemma":[0.99572504,0.00058477715,0.0029993565,0.0001363571,0.00003617774,0.00016274863,0.0000072649946,0.0000029030539,0.00034536468],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9988783,0.00061244454,0.00010509277,0.00009243538,0.0001486575,0.0001630912],"domain_scores_gemma":[0.997999,0.001580432,0.00003799041,0.0001597262,0.0001727234,0.000050112514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001678182,0.000048079466,0.0000878284,0.000066277025,0.00053265964,0.00017070433,0.0002639308,0.00003547383,0.000012436181],"category_scores_gemma":[0.0012892578,0.000047128953,0.00001827844,0.00015073827,0.0006627203,0.00028097027,0.000083272054,0.00008675229,0.0000019883787],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000391372,0.00006137787,0.0038719708,0.000027141296,0.00002771859,2.2130702e-7,0.096060686,0.0000012259328,0.0009575396,0.8578996,0.0008769503,0.040176425],"study_design_scores_gemma":[0.00057412585,0.000056882327,0.013956727,0.00009811019,0.000021351594,1.0071796e-7,0.15763828,0.0034019896,0.0010702981,0.5372369,0.28579444,0.000150738],"about_ca_topic_score_codex":0.00068877457,"about_ca_topic_score_gemma":0.0007750592,"teacher_disagreement_score":0.32066265,"about_ca_system_score_codex":0.000051879702,"about_ca_system_score_gemma":0.00029596256,"threshold_uncertainty_score":0.40968412},"labels":[],"label_agreement":null},{"id":"W4416995302","doi":"10.17645/mac.10958","title":"Cartographies of Negotiation: Data and Pandemic Mapping in the Frena la Curva Initiative","year":2025,"lang":"en","type":"article","venue":"Media and Communication","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Universidade de Santiago de Compostela; Generalitat Valenciana; Cardiff University; Agencia Estatal de Investigación; Ministerio de Ciencia, Innovación y Universidades","keywords":"Solidarity; Deliberation; Coproduction; Situated; Pandemic; Digital mapping","score_opus":0.07951376383865894,"score_gpt":0.33697084960412593,"score_spread":0.257457085765467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416995302","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8643743,0.014966061,0.00036158986,0.013327637,0.00012538552,0.00054342195,0.00002343437,0.00003704183,0.10624114],"genre_scores_gemma":[0.98967236,0.010048724,0.000109789304,0.00010960078,0.000007568718,0.000019597113,0.000023831353,6.9407855e-7,0.000007854303],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992069,0.00040750034,0.00017071572,0.000051700725,0.00010835878,0.00005482317],"domain_scores_gemma":[0.9984632,0.0010855605,0.00008828824,0.00029356952,0.00006174562,0.000007618945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001584998,0.000034309272,0.00007928824,0.00013227358,0.00027975178,0.00003141156,0.00030780878,0.000035407047,0.0000011651149],"category_scores_gemma":[0.00030999607,0.000026600288,0.000007312681,0.00048603222,0.0004238419,0.00022544106,0.00015327803,0.00007868803,2.0862828e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000011554971,0.0000075005705,0.60526836,0.00002027409,0.000012868259,3.007547e-8,0.33013597,1.7698314e-7,0.0000017938715,0.057761595,0.0003079667,0.0064822906],"study_design_scores_gemma":[0.00017866552,0.000002582349,0.65619975,0.00009625972,0.000009986671,3.0675602e-7,0.3039484,0.00006719612,8.342133e-7,0.01102121,0.02843804,0.000036769583],"about_ca_topic_score_codex":0.0014405884,"about_ca_topic_score_gemma":0.008405063,"teacher_disagreement_score":0.12529805,"about_ca_system_score_codex":0.0000043994737,"about_ca_system_score_gemma":0.00002651005,"threshold_uncertainty_score":0.46902224},"labels":[],"label_agreement":null}]}