{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":27,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":27,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"query_hash":"25f3bab498b1","filters":{"venue":"Critical Studies in Media Communication"}},"results":[{"id":"W3094359535","doi":"10.1080/15295036.2020.1832697","title":"Politics and porn: how news media characterizes problems presented by deepfakes","year":2020,"lang":"en","type":"article","venue":"Critical Studies in Media Communication","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":143,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Politics; Sociology; Media studies; Advertising; News media; Political science; Law; Business","retraction":null,"screen_n_in":null,"score":{"opus":0.1679561116965307,"gpt":0.3870973894190838,"spread":0.2191412777225532,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0005077176,0.0001519973,0.0003214205,0.00003952678,0.0004315121,0.00007890414,0.0004525166,0.000137382,0.00001422088],"category_scores_gemma":[0.01686774,0.0001454632,0.00003461192,0.0002412646,0.00211702,0.0002429122,0.0003025788,0.0003333096,0.000007788647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007105169,"about_ca_system_score_gemma":0.00006442906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002421859,"about_ca_topic_score_gemma":0.001532421,"domain_scores_codex":[0.9980715,0.0005819657,0.0002913519,0.0002572931,0.000353651,0.0004442497],"domain_scores_gemma":[0.9960221,0.003088379,0.00006079477,0.0002864081,0.0001957128,0.0003466129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002200705,0.0002071677,0.01106796,0.0003069,0.00005699588,0.000006106486,0.9075883,1.525175e-7,0.001050915,0.03824401,0.02828111,0.01316834],"study_design_scores_gemma":[0.0008699019,0.00008058832,0.00514314,0.0002368049,0.00007511286,0.000001672912,0.6759024,0.00007885107,0.0002757331,0.01486746,0.3020417,0.0004265968],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3279836,0.09885684,0.0002524222,0.5634373,0.00122588,0.001145806,0.00008815809,0.0003031813,0.006706783],"genre_scores_gemma":[0.9423635,0.05440202,0.0009061985,0.001853316,0.000283484,0.0000902259,0.00005652062,0.0000137858,0.00003095634],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6143799,"threshold_uncertainty_score":0.9914136,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2601916917","doi":"10.1080/15295036.2017.1304648","title":"When paratexts become texts: de-centering the game-as-text","year":2017,"lang":"en","type":"article","venue":"Critical Studies in Media Communication","topic":"Digital Games and Media","field":"Social Sciences","cited_by":99,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Sociology; Fandom; Paratext; Media studies; Advertising; Linguistics; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.1244743406055823,"gpt":0.4456233032268349,"spread":0.3211489626212526,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.001424451,0.00009583597,0.0001823046,0.00002511881,0.0009558588,0.0002998861,0.001397313,0.00007187301,0.00006955076],"category_scores_gemma":[0.01762042,0.00007394265,0.00004814363,0.00005482796,0.003252501,0.0003802892,0.0006462085,0.0002695482,0.0001071194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000177456,"about_ca_system_score_gemma":0.000069791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003731652,"about_ca_topic_score_gemma":0.005329211,"domain_scores_codex":[0.9986581,0.0003084909,0.0002256919,0.0001451877,0.0002795858,0.0003829849],"domain_scores_gemma":[0.9966289,0.002214169,0.00006652785,0.0008365098,0.0001379673,0.0001159221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002786298,0.0002236499,0.008606104,0.00005374886,0.00004586646,0.00001506397,0.2453279,0.000001457599,0.00002461558,0.3577866,0.005206179,0.382681],"study_design_scores_gemma":[0.0003733097,0.00003213682,0.01998938,0.0003782632,0.00002492833,0.00000213152,0.05587618,0.00004334102,0.00002392516,0.1312895,0.7917595,0.0002073845],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2018656,0.01956677,0.00005366651,0.1413396,0.001601719,0.0005740196,0.000007884277,0.00009529822,0.6348954],"genre_scores_gemma":[0.9862432,0.01125605,0.000352194,0.0007039463,0.0001681728,0.0001086298,0.000002455601,0.000008601482,0.001156683],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7865533,"threshold_uncertainty_score":0.9994601,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3084360488","doi":"10.1080/15295036.2020.1813901","title":"Gender and the two-tiered system of collegiate esports","year":2020,"lang":"en","type":"article","venue":"Critical Studies in Media Communication","topic":"Digital Games and Media","field":"Social Sciences","cited_by":73,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Sociology; Diversity (politics); Institutionalisation; Public relations; Political science; Anthropology; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.1219172656989257,"gpt":0.3905752644958547,"spread":0.268657998796929,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009830598,0.00005443434,0.0002207552,0.00001470564,0.0001202037,0.00002013891,0.0002532723,0.0000313801,0.000004540592],"category_scores_gemma":[0.006078899,0.00003835675,0.00002800637,0.0001906355,0.002752836,0.00008161173,0.0002045353,0.0001081241,0.000002291513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003940662,"about_ca_system_score_gemma":0.00003830764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006834983,"about_ca_topic_score_gemma":0.0002168426,"domain_scores_codex":[0.9989562,0.000363113,0.0002349772,0.00009094391,0.0002188788,0.0001358774],"domain_scores_gemma":[0.9971525,0.002413593,0.00004353495,0.0001807162,0.0001307693,0.00007889105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004835011,0.0000212997,0.0008300889,0.0001100512,0.00002093905,0.000002353048,0.1558152,0.000001214377,0.000003169061,0.8344792,0.0003631071,0.008305011],"study_design_scores_gemma":[0.002641754,0.00003912549,0.003719607,0.0003622334,0.0001003355,0.00000157724,0.8894224,0.0006178098,0.00002265602,0.01830188,0.08455615,0.0002144477],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1515849,0.08198051,0.0001637172,0.06886947,0.001125671,0.001356809,0.00002532985,0.0001428474,0.6947507],"genre_scores_gemma":[0.9948299,0.004306261,0.0003816096,0.0003470869,0.00006504975,0.00003555573,0.000001853525,0.000003811776,0.00002889311],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8432449,"threshold_uncertainty_score":0.9999611,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4281960283","doi":"10.1080/15295036.2022.2075025","title":"“The future of media studies is game studies”","year":2022,"lang":"en","type":"article","venue":"Critical Studies in Media Communication","topic":"Digital Games and Media","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Game studies; Variety (cybernetics); Video game; Technological convergence; Sociology; Convergence (economics); Mass media; New media; Game theory; Computer science; Media studies; Multimedia; Advertising; World Wide Web; Business","retraction":null,"screen_n_in":null,"score":{"opus":0.1261701082294427,"gpt":0.447176259447217,"spread":0.3210061512177743,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.002911553,0.0001478546,0.0004611077,0.00006852481,0.0009464787,0.00002677793,0.001028249,0.00005201756,0.00003126851],"category_scores_gemma":[0.017939,0.0001140547,0.00009547681,0.0006386247,0.005343176,0.0001686324,0.001422128,0.0004578065,0.000007427311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004149902,"about_ca_system_score_gemma":0.0001010674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002740239,"about_ca_topic_score_gemma":0.002893902,"domain_scores_codex":[0.9970257,0.0009064212,0.0005525419,0.000218926,0.0008685968,0.0004278486],"domain_scores_gemma":[0.9854537,0.01301898,0.0001257286,0.0006405681,0.0006668277,0.00009419533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000355834,0.0001652124,0.0005468518,0.00008298064,0.0002084356,0.000006114488,0.5593125,0.000002189218,0.000004263215,0.2523614,0.02692009,0.1603543],"study_design_scores_gemma":[0.0001504867,0.00002997546,0.0002094286,0.00005570277,0.00002536185,4.831548e-7,0.5138449,0.000002945438,0.000006698207,0.03581104,0.4497803,0.0000826372],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04025207,0.8261396,0.000002014859,0.1105493,0.00565491,0.0004819271,0.0000446769,0.00007254486,0.01680287],"genre_scores_gemma":[0.7209196,0.2768638,0.0002657757,0.0007659175,0.0003571388,0.0003268861,0.000006648121,0.00001190089,0.0004822919],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.6806675,"threshold_uncertainty_score":0.9973637,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2075875039","doi":"10.1080/15295030903176641","title":"Yearning for a Past that Never Was: Baseball, Steroids, and the Anxiety of the American Dream","year":2009,"lang":"en","type":"article","venue":"Critical Studies in Media Communication","topic":"American Sports and Literature","field":"Arts and Humanities","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Narrative; Dream; Creed; Sociology; League; American exceptionalism; Gold rush; Media studies; Law; History; Political science; Art; Literature; Psychology","retraction":null,"screen_n_in":null,"score":{"opus":0.04489085858631982,"gpt":0.3098534852435776,"spread":0.2649626266572578,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003833396,0.00008678261,0.0002419605,0.00002289855,0.0003505313,0.00004362301,0.0002578793,0.00001530555,0.00003388116],"category_scores_gemma":[0.0004571728,0.00004452895,0.00005581329,0.00006007399,0.003834142,0.000109026,0.0001215097,0.0001942908,2.945015e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001692141,"about_ca_system_score_gemma":0.000007502848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004961822,"about_ca_topic_score_gemma":0.0001462322,"domain_scores_codex":[0.9993122,0.0001560584,0.0001841557,0.00009937108,0.0001173231,0.0001309442],"domain_scores_gemma":[0.9982396,0.001180564,0.00009367149,0.0003559265,0.0001108275,0.00001938266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001690485,0.0001138214,0.004335883,0.00005227678,0.00004554878,3.396528e-7,0.2011751,0.000001564442,0.000009467359,0.7329972,0.01229769,0.04880206],"study_design_scores_gemma":[0.001466686,0.0001683741,0.06367563,0.0004490868,0.0001312118,0.000003245211,0.245269,0.0002344419,0.00001705572,0.01184845,0.6764683,0.0002685177],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7307366,0.05191032,0.0002248933,0.168275,0.001002928,0.002133045,0.0001305326,0.0001047703,0.04548184],"genre_scores_gemma":[0.9948872,0.001739538,0.0002984222,0.002642069,0.0001314644,0.00004260448,0.000006317193,0.0000057696,0.0002465772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7211487,"threshold_uncertainty_score":0.9988769,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1994993469","doi":"10.1080/15295030701849340","title":"“Should I Go and Pull Her<i>Burqa</i>Off?”: Feminist Compulsions, Insider Consent, and a<i>Return to Kandahar</i>","year":2008,"lang":"en","type":"article","venue":"Critical Studies in Media Communication","topic":"Politics and Conflicts in Afghanistan, Pakistan, and Middle East","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Modernity; Subject (documents); Insider; Sociology; Narrative; Spectacle; Conversation; Media studies; Orientalism; Afghan; Gender studies; Aesthetics; Law; Political science; Literature; Philosophy; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.2134186099662015,"gpt":0.4316188597644959,"spread":0.2182002497982945,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0007953179,0.0001699097,0.00033942,0.00007130228,0.001456395,0.0000777556,0.0003070821,0.0001192618,0.00001663608],"category_scores_gemma":[0.004187791,0.0001657739,0.00003236673,0.0002125511,0.003916055,0.0001005461,0.0004026927,0.000312876,0.000009429617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001134174,"about_ca_system_score_gemma":0.0001105059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006287924,"about_ca_topic_score_gemma":0.007593084,"domain_scores_codex":[0.9981769,0.0004057582,0.0003770692,0.0002803427,0.000323359,0.0004365478],"domain_scores_gemma":[0.9963627,0.002678407,0.00004540035,0.0003798412,0.0002038107,0.0003297695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004119984,0.0001954287,0.01441222,0.00008141056,0.00003633365,0.00003469064,0.04526394,2.743903e-7,0.00005862856,0.9335497,0.001646519,0.004679642],"study_design_scores_gemma":[0.0004554142,0.00005318128,0.003544357,0.0002409581,0.0000273299,0.00002002543,0.02018228,0.00002840761,0.00002627264,0.01253165,0.9626071,0.0002830437],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2575026,0.1586955,0.0002810395,0.02044112,0.002026755,0.001530087,0.0002081983,0.0002820666,0.5590326],"genre_scores_gemma":[0.9524754,0.03981024,0.001374734,0.003769605,0.0001419055,0.00005381919,0.000009484048,0.00001413194,0.002350632],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9609606,"threshold_uncertainty_score":0.9998436,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4281676326","doi":"10.1080/15295036.2022.2080852","title":"Diversity is not a win-condition","year":2022,"lang":"en","type":"article","venue":"Critical Studies in Media Communication","topic":"Sport and Mega-Event Impacts","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Diversity (politics); Sociology; Multiculturalism; Structuring; Diversity management; Epistemology; Law; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.2279103681710147,"gpt":0.4628688873272845,"spread":0.2349585191562699,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001337695,0.00006015272,0.0001353616,0.0000619301,0.003816348,0.00001144556,0.0004562339,0.00003399215,0.000519591],"category_scores_gemma":[0.002655568,0.00006739329,0.00003979715,0.0002941427,0.0007797442,0.0001819348,0.001625231,0.0002689187,0.00001557929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004071103,"about_ca_system_score_gemma":0.0000489755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008309638,"about_ca_topic_score_gemma":0.001434516,"domain_scores_codex":[0.9986329,0.0004012458,0.0001527661,0.0001197142,0.0004602107,0.0002331849],"domain_scores_gemma":[0.9983923,0.001136956,0.00003411154,0.0002657985,0.00009600569,0.00007479808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005409423,0.0003577395,0.01742983,0.00002448402,0.0000340404,0.00001475813,0.5287792,0.000003832207,0.00002988235,0.4266579,0.02070321,0.005911043],"study_design_scores_gemma":[0.0009633508,0.00009484657,0.048591,0.00008270757,0.0000816652,0.000002508967,0.2316426,0.00004423446,0.0001147622,0.1123794,0.6056007,0.0004021983],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9510164,0.002780031,0.00001142817,0.03307594,0.0007260537,0.0002058257,0.00001649062,0.0000615282,0.01210634],"genre_scores_gemma":[0.9962459,0.001662914,0.0001575387,0.001675306,0.00006739243,0.00005604178,0.00001614697,0.000003839385,0.0001149786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5848975,"threshold_uncertainty_score":0.9974806,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3037723614","doi":"10.1080/15295036.2020.1774069","title":"Democracy, the public sphere, and power elites: examining the Ghanaian private media’s role in political corruption","year":2020,"lang":"en","type":"article","venue":"Critical Studies in Media Communication","topic":"Media Influence and Politics","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Thomas University","funders":"","keywords":"Public sphere; Freedom of the press; Language change; Democracy; Politics; Pluralism (philosophy); Journalism; Political economy; Political corruption; Sociology; Power (physics); Political science; Law and economics; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.1692775162837872,"gpt":0.404288976546568,"spread":0.2350114602627808,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.002161227,0.0001308633,0.0002398505,0.00004101216,0.0006977631,0.0001141041,0.0007758102,0.0001198774,0.0000571913],"category_scores_gemma":[0.04648507,0.00008852962,0.00002785052,0.0004681183,0.003687937,0.0002884182,0.000434499,0.0006282417,0.00002587421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001466833,"about_ca_system_score_gemma":0.0001151852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003519903,"about_ca_topic_score_gemma":0.003953074,"domain_scores_codex":[0.9969037,0.001406676,0.0004254283,0.0002048062,0.0004444434,0.0006149364],"domain_scores_gemma":[0.986167,0.01292942,0.00004954564,0.0004302205,0.0001680978,0.0002556822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000006429668,0.00003346532,0.04677591,0.00001805396,0.000008596329,0.000003435614,0.1242891,4.250932e-7,0.000009441847,0.8246345,0.0001862934,0.004034325],"study_design_scores_gemma":[0.0004741068,0.00006114129,0.09622427,0.0002312728,0.00003845056,0.000002886673,0.6014078,0.0004548784,0.00001703396,0.2540142,0.04676494,0.0003091008],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6608749,0.01032509,0.00003978199,0.3178859,0.000473696,0.0004290349,0.000007028335,0.00005524172,0.009909265],"genre_scores_gemma":[0.9892681,0.003416236,0.0003759865,0.006609621,0.0002310189,0.00007912463,0.000005660699,0.000009791116,0.000004439377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5706203,"threshold_uncertainty_score":0.9990234,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1968352743","doi":"10.1080/15295036.2011.559479","title":"Foreign Aid as Gift: The Canadian Broadcasting Corporation's Response to the Haitian Earthquake","year":2011,"lang":"en","type":"article","venue":"Critical Studies in Media Communication","topic":"Caribbean and African Literature and Culture","field":"Arts and Humanities","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Corporation; Broadcasting (networking); Government (linguistics); Media studies; Sociology; Advertising; Adversary; Political science; Law; Business; Computer security","retraction":null,"screen_n_in":null,"score":{"opus":0.1315891109672715,"gpt":0.3015466170853399,"spread":0.1699575061180683,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008590976,0.0001204397,0.0001383807,0.00005806068,0.001708454,0.0002141978,0.0004779599,0.00004405359,0.0002735344],"category_scores_gemma":[0.002129995,0.00006782234,0.00004904123,0.0001202482,0.00104329,0.0001428829,0.0001212702,0.0003657312,0.0001057791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007496314,"about_ca_system_score_gemma":0.00007271879,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01033527,"about_ca_topic_score_gemma":0.6048935,"domain_scores_codex":[0.9988105,0.0003972966,0.0002285267,0.0001365163,0.000170081,0.0002570871],"domain_scores_gemma":[0.9980567,0.001017539,0.00003433309,0.000512682,0.0002727656,0.0001060194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005050012,0.00001680119,0.00004471361,0.000004923856,0.00001284761,0.00000568938,0.2596318,4.05232e-7,0.000001757738,0.7235408,0.01457486,0.002114889],"study_design_scores_gemma":[0.0001464767,0.00007244561,0.001836819,0.00009561625,0.00002716674,0.00000722497,0.2608959,0.00001811872,0.00001178282,0.0354928,0.7012447,0.000150977],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0855512,0.01222729,0.00001903272,0.1111816,0.001466541,0.001043402,0.0001951346,0.0001092669,0.7882065],"genre_scores_gemma":[0.9932418,0.00006872955,0.0001559026,0.005302781,0.0002936639,0.0001083119,0.00001999111,0.00000985256,0.0007989717],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9076906,"threshold_uncertainty_score":0.9995912,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3043506105","doi":"10.1080/15295036.2020.1786142","title":"Hybrid styles, interstitial spaces, and the digital advocacy of the Salafi feminist","year":2020,"lang":"en","type":"article","venue":"Critical Studies in Media Communication","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Hybridity; Sociology; Agency (philosophy); Portrait; Media studies; Face (sociological concept); Feminism; Digital media; Space (punctuation); Gender studies; Social science; Visual arts; Law; Anthropology; Political science; Computer science; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.08081010959281258,"gpt":0.3664169558370385,"spread":0.2856068462442259,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0007556669,0.00008368213,0.0002159802,0.00001352748,0.0003999181,0.00005466934,0.0006358419,0.00003870007,0.000008725821],"category_scores_gemma":[0.01729172,0.00005224765,0.00005163052,0.0001446781,0.006976513,0.00007864247,0.0005478385,0.0002694871,0.000003675852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004263959,"about_ca_system_score_gemma":0.00009429711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000131891,"about_ca_topic_score_gemma":0.0004353676,"domain_scores_codex":[0.9986782,0.0004539951,0.0002587619,0.0001271404,0.0002964367,0.0001854637],"domain_scores_gemma":[0.995324,0.004142386,0.0000572828,0.000300637,0.00008792964,0.0000877634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001018679,0.0000815938,0.005370502,0.00008022609,0.00004168426,0.000002437512,0.700201,5.352311e-7,0.00001016485,0.2773442,0.00483051,0.01193533],"study_design_scores_gemma":[0.001210018,0.00004481985,0.003254509,0.0001853026,0.00006325034,0.000002426655,0.9043384,0.00006219667,0.00008229502,0.01852475,0.07207885,0.000153204],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.540994,0.03945965,0.000138386,0.2813458,0.001457952,0.001187827,0.0000492594,0.00009354565,0.1352736],"genre_scores_gemma":[0.9936186,0.005113719,0.0001091532,0.0009525898,0.0001545331,0.00002657595,0.000003362857,0.000005479656,0.00001597961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4526246,"threshold_uncertainty_score":0.9957259,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404227854","doi":"10.1080/15295036.2024.2417987","title":"Assessing inequalities in storytelling &amp; narrative media: conceptualizing a Freirean methodology","year":2024,"lang":"en","type":"article","venue":"Critical Studies in Media Communication","topic":"Critical Race Theory in Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Social Sciences and Humanities Research Council; University of Alberta","funders":"","keywords":"Storytelling; Narrative; Sociology; Inequality; Narrative inquiry; Gender studies; Media studies; Art; Mathematics","retraction":null,"screen_n_in":null,"score":{"opus":0.5404950960655616,"gpt":0.5891275842379837,"spread":0.04863248817242216,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.009886053,0.0001747861,0.0004397312,0.0002997526,0.0005615931,0.0001928308,0.00050547,0.0002002951,0.0001545227],"category_scores_gemma":[0.1066326,0.0001823766,0.00005707113,0.000821238,0.004671653,0.0008547938,0.0002164051,0.0008585322,0.0000314175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009700994,"about_ca_system_score_gemma":0.0002519533,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007882978,"about_ca_topic_score_gemma":0.02749772,"domain_scores_codex":[0.9911181,0.006924753,0.0006591313,0.000352804,0.0004237503,0.0005214392],"domain_scores_gemma":[0.9164954,0.08262938,0.00004555664,0.0004110255,0.0003017859,0.0001168372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000004624226,0.00004209724,0.0001349306,0.00005824669,0.000008843613,0.000004738673,0.5247732,0.000005184967,0.00004853181,0.4698053,0.00006052746,0.005053766],"study_design_scores_gemma":[0.00007706754,0.000005932161,0.0002055792,0.0006540841,0.00001610172,0.000001123353,0.6569176,0.00008281075,0.00002773219,0.3390745,0.002799379,0.0001381872],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8650221,0.07548738,0.005015739,0.04121194,0.003946171,0.0004276041,0.000006719505,0.0002969608,0.008585356],"genre_scores_gemma":[0.9751604,0.004669806,0.01930087,0.000262765,0.0003790837,0.000160423,0.00002070475,0.00002118893,0.00002476696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1321443,"threshold_uncertainty_score":0.998037,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408037603","doi":"10.1080/15295036.2025.2463409","title":"“This is real beauty”: pushing the boundaries of aesthetic citizenship online","year":2025,"lang":"en","type":"article","venue":"Critical Studies in Media Communication","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; McMaster University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Beauty; Citizenship; Aesthetics; Sociology; Advertising; Media studies; Art; Business; Political science; Politics; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.1375252586701323,"gpt":0.4525452683699925,"spread":0.3150200096998602,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.002098958,0.0001003748,0.0002634015,0.00007130201,0.001114918,0.00006206508,0.000743585,0.0001093781,0.00004166265],"category_scores_gemma":[0.009845991,0.00008009451,0.00005924947,0.0004161761,0.006438007,0.00006651838,0.0003072356,0.0003704099,0.000006088343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001504039,"about_ca_system_score_gemma":0.0002851918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001013898,"about_ca_topic_score_gemma":0.005740355,"domain_scores_codex":[0.9980376,0.0007363436,0.0003921046,0.0001520512,0.0003645231,0.0003173976],"domain_scores_gemma":[0.9947048,0.00431755,0.00005860545,0.0005592105,0.0003019795,0.00005784219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001641383,0.0001172844,0.003934671,0.00007999716,0.00003331164,0.000001430512,0.5249928,2.047972e-7,0.000023376,0.4365778,0.01485277,0.01936992],"study_design_scores_gemma":[0.0005109433,0.0000389234,0.009823609,0.0006070678,0.0001267204,0.000001090551,0.6424375,0.00005118558,0.0001393763,0.2520731,0.09397111,0.0002193974],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4089111,0.07139432,0.0001419941,0.3250999,0.0032007,0.0008360883,0.00004105027,0.0001548264,0.19022],"genre_scores_gemma":[0.9759529,0.02120757,0.001130688,0.001347849,0.00006474718,0.00004607272,0.000009033716,0.000005846297,0.0002352897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5670418,"threshold_uncertainty_score":0.9984945,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4296371723","doi":"10.1080/15295036.2022.2121413","title":"Indigenous Hitmakerz in the Arctic: negotiating local needs with global ambitions within commercial music industries","year":2022,"lang":"en","type":"article","venue":"Critical Studies in Media Communication","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Indigenous; Negotiation; Colonialism; Music industry; Politics; Sociology; Exploit; Arctic; Media studies; Political economy; Political science; Law; Social science; Ecology; Music education; Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.08631764583299986,"gpt":0.380890164613885,"spread":0.2945725187808851,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.003118852,0.0001442249,0.0002503666,0.000131182,0.01179984,0.00008014218,0.0008227921,0.0001009704,0.00003935014],"category_scores_gemma":[0.000536973,0.0001112945,0.00002677893,0.001863566,0.002829854,0.0002104447,0.00004187482,0.001021049,0.000005344502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001481564,"about_ca_system_score_gemma":0.003515978,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08565535,"about_ca_topic_score_gemma":0.8054122,"domain_scores_codex":[0.9951831,0.002911612,0.0004743323,0.00018329,0.0006866738,0.0005610305],"domain_scores_gemma":[0.9959881,0.00302147,0.0001107091,0.0004581297,0.0003347011,0.00008689542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001899534,0.0003175022,0.006166856,0.00001826562,0.000009386753,0.000007339504,0.6884421,0.0001122318,2.276303e-8,0.3038203,0.0001429325,0.0009441107],"study_design_scores_gemma":[0.0003702568,0.0001212364,0.01067412,0.00008032786,0.00003037372,0.00002094775,0.9369501,0.00005249306,5.877961e-7,0.01441571,0.03708765,0.0001962194],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9587147,0.004633312,0.0001638187,0.01512058,0.001184396,0.001289346,0.00003270646,0.00007099031,0.01879016],"genre_scores_gemma":[0.9961407,0.002036105,0.0004617889,0.0008857342,0.0002105481,0.0001786733,0.0000493201,0.000009743099,0.00002735086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7197569,"threshold_uncertainty_score":0.9998839,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388499115","doi":"10.1080/15295036.2023.2265995","title":"India’s internet shutdowns as biopolitics: The formation of political will and opinion through collective action under attack","year":2023,"lang":"en","type":"article","venue":"Critical Studies in Media Communication","topic":"Political Theology and Sovereignty","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Dissent; The Internet; Politics; Scholarship; Sociology; Biopower; Democracy; Law; Marketplace of ideas; Collective action; Political science; Public opinion; Action (physics); Government (linguistics); Censorship; Law and economics","retraction":null,"screen_n_in":null,"score":{"opus":0.2604886537156318,"gpt":0.4946291151557812,"spread":0.2341404614401494,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001177714,0.00009636043,0.0002151046,0.00007426755,0.0004633958,0.00002209451,0.0002930126,0.0001644458,0.00002851521],"category_scores_gemma":[0.008336761,0.00007668589,0.00003947241,0.0003890571,0.0049945,0.0003923806,0.0002937382,0.0003119152,0.00002600705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003549407,"about_ca_system_score_gemma":0.00009753946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000460531,"about_ca_topic_score_gemma":0.0002992795,"domain_scores_codex":[0.9977462,0.001112425,0.0003191701,0.0001396874,0.0002526865,0.0004297845],"domain_scores_gemma":[0.9912894,0.008129905,0.00004837777,0.000251362,0.0001985033,0.00008240908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001662169,0.00003761242,0.000282517,0.00003225799,0.00001737087,4.119083e-7,0.02300975,9.235823e-7,0.000001647907,0.9761143,0.0003156124,0.0001709782],"study_design_scores_gemma":[0.0001927237,0.00004018076,0.007524001,0.00009160906,0.00001634346,0.000001987788,0.1164691,0.0001782587,0.0001195845,0.8743919,0.0008990038,0.00007528022],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7113685,0.003411899,0.0008554354,0.05990556,0.001453741,0.0009606589,0.00004784928,0.0002073608,0.221789],"genre_scores_gemma":[0.9951048,0.00375335,0.0001242866,0.0007548438,0.0001041464,0.00006046156,0.00001670533,0.000006067658,0.00007533867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2837363,"threshold_uncertainty_score":0.9980484,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409141599","doi":"10.1080/15295036.2025.2484567","title":"Live from the underground: a history of college radio","year":2025,"lang":"en","type":"article","venue":"Critical Studies in Media Communication","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Sociology; Media studies; Advertising; Business","retraction":null,"screen_n_in":null,"score":{"opus":0.1161561565470612,"gpt":0.3945110865683742,"spread":0.278354930021313,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0008350994,0.00007872114,0.0002337547,0.00004418889,0.0002353794,0.00001355715,0.0006647555,0.00007754905,0.0000405781],"category_scores_gemma":[0.01674424,0.00006382038,0.00004953135,0.0002245285,0.004182808,0.000150987,0.0001962439,0.0002126269,0.00001024148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008873085,"about_ca_system_score_gemma":0.0003109279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002272363,"about_ca_topic_score_gemma":0.01390216,"domain_scores_codex":[0.9984735,0.0006522724,0.00029642,0.0001301304,0.0002608724,0.0001868622],"domain_scores_gemma":[0.9827708,0.01649564,0.00004484142,0.0004661302,0.0001771252,0.00004547612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002600054,0.0001559127,0.004752141,0.00002890476,0.0000539639,0.000002367442,0.1555246,3.999421e-7,0.000005337443,0.7722291,0.05763024,0.009590943],"study_design_scores_gemma":[0.0005990942,0.00003005064,0.02383504,0.0005711913,0.00007939342,2.909705e-7,0.3655025,0.00006341242,0.00000815363,0.3287382,0.2803885,0.0001841865],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1028432,0.3800171,0.0001369965,0.07761769,0.005975818,0.0007850822,0.00005802843,0.0001099341,0.4324562],"genre_scores_gemma":[0.9870735,0.01122491,0.0004550163,0.0006304728,0.0001093212,0.00005876263,0.000006236002,0.000004230968,0.0004374832],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8842304,"threshold_uncertainty_score":0.9985272,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4281671193","doi":"10.1080/15295036.2022.2080846","title":"Towards intersectional and transcultural analysis in the examination of players and game fandoms","year":2022,"lang":"en","type":"article","venue":"Critical Studies in Media Communication","topic":"Digital Games and Media","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Game studies; Sociology; Intersectionality; Fandom; Normative; Diversity (politics); Gender studies; Cultural studies; Media studies; Epistemology; Anthropology","retraction":null,"screen_n_in":null,"score":{"opus":0.07419856777075336,"gpt":0.3861034751415012,"spread":0.3119049073707479,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001472198,0.00003984272,0.0001315733,0.00008823312,0.0001142604,0.00001739602,0.0001594278,0.00001837466,0.00001635557],"category_scores_gemma":[0.00157509,0.00003071751,0.00002623234,0.0004557392,0.001036618,0.0001069913,0.00009543442,0.0001415237,7.613436e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006526732,"about_ca_system_score_gemma":0.00001203822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002299062,"about_ca_topic_score_gemma":0.0060737,"domain_scores_codex":[0.9988827,0.0005427315,0.000157666,0.00007935891,0.0002494461,0.00008817437],"domain_scores_gemma":[0.998408,0.001414578,0.00002233606,0.00008572698,0.00004871225,0.0000207163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002670407,0.0001202152,0.008212323,0.00001984268,0.00006305009,0.000001429841,0.7559383,0.00001681698,0.00001314819,0.09977509,0.00002105602,0.135792],"study_design_scores_gemma":[0.0004391778,0.00005024347,0.2682064,0.00002122747,0.00008268796,0.00000146576,0.7227839,0.0003569314,0.000003110992,0.003706631,0.00427545,0.00007271265],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776374,0.00455438,0.00003697174,0.004619003,0.00009890603,0.0001444431,0.000009471571,0.000004510687,0.01289495],"genre_scores_gemma":[0.996872,0.002859262,0.00008612475,0.00006443145,0.00001170328,0.00007187059,0.0000110454,0.00000126884,0.00002230223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2599941,"threshold_uncertainty_score":0.3819461,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7115721531","doi":"10.1080/15295036.2025.2599286","title":"Containing games","year":2025,"lang":"en","type":"article","venue":"Critical Studies in Media Communication","topic":"Artificial Intelligence in Games","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Premise; Containment (computer programming); Key (lock); Digital media","retraction":null,"screen_n_in":null,"score":{"opus":0.1261917732847177,"gpt":0.4385473836910488,"spread":0.3123556104063311,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0007010951,0.00008991214,0.000191369,0.0001184137,0.0001819148,0.00006224501,0.001300036,0.00005121438,0.00000534343],"category_scores_gemma":[0.009749237,0.00008618883,0.0000303313,0.0004824958,0.0007209718,0.0002860593,0.00102252,0.0002433476,0.00002947777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001163798,"about_ca_system_score_gemma":0.00003740016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002451309,"about_ca_topic_score_gemma":0.0001435208,"domain_scores_codex":[0.9988511,0.0002347856,0.0003378539,0.0002085208,0.0001455028,0.0002221917],"domain_scores_gemma":[0.9931698,0.005688213,0.00002636554,0.0008667026,0.0002171038,0.00003179919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000003415873,0.00004175555,0.001554466,0.0000176984,0.00001007529,0.000003039469,0.005971045,0.0000102819,0.00002981374,0.9100326,0.0006559785,0.08166988],"study_design_scores_gemma":[0.0001452704,0.00004098803,0.003910497,0.0006139037,0.00001204306,0.000002165353,0.01448394,0.02212447,0.002759793,0.9468561,0.008813814,0.000236955],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04918975,0.09007543,0.6758152,0.1103091,0.003902128,0.0006183023,0.000001810624,0.0007193587,0.06936893],"genre_scores_gemma":[0.9630172,0.001633535,0.03429673,0.0009278866,0.00001929465,0.00007280451,7.687634e-7,0.000002934731,0.00002879807],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9138275,"threshold_uncertainty_score":0.9985921,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400303208","doi":"10.1080/15295036.2024.2332202","title":"Branding black womanhood: media citizenship from black power to black girl magic <b>Branding black womanhood: media citizenship from black power to black girl magic</b> , by Timeka N. Tounsel, New Brunswick, Rutgers University Press, 2022, 182 pages, $24.95(Paperback), 9781978829909","year":2024,"lang":"en","type":"article","venue":"Critical Studies in Media Communication","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Girl; MAGIC (telescope); Citizenship; Power (physics); Black Power; Sociology; Art; Black women; Gender studies; Political science; Law; Politics; Physics; Psychology","retraction":null,"screen_n_in":null,"score":{"opus":0.06671472496983494,"gpt":0.325422059811602,"spread":0.2587073348417671,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.003736026,0.00163638,0.002388042,0.0005336979,0.001123673,0.0009906109,0.004246447,0.001294119,0.002345624],"category_scores_gemma":[0.01470138,0.001783763,0.0006076284,0.002889208,0.008558066,0.0009371787,0.002108031,0.002927694,0.003712305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002099946,"about_ca_system_score_gemma":0.001187528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002534555,"about_ca_topic_score_gemma":0.005017592,"domain_scores_codex":[0.9858262,0.003118953,0.002148474,0.002714459,0.003079517,0.00311242],"domain_scores_gemma":[0.9735305,0.01961355,0.0003792059,0.002794732,0.0008881759,0.002793818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004336254,0.0003435656,0.001646382,0.0002205382,0.0006289726,0.0002779541,0.3424786,0.00003516231,0.001386509,0.009453767,0.6425487,0.0005461926],"study_design_scores_gemma":[0.008453647,0.0006499034,0.01290096,0.005072508,0.002052553,0.00001016499,0.6975971,0.0006714606,0.002098717,0.07173895,0.1923787,0.006375392],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7603757,0.04150343,0.001078059,0.06041063,0.007726024,0.00465353,0.001531197,0.001654927,0.1210665],"genre_scores_gemma":[0.940525,0.04817783,0.002504118,0.0029052,0.001747824,0.00003646287,0.0008602974,0.0002732876,0.002969994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4501701,"threshold_uncertainty_score":0.9996384,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417212782","doi":"10.1080/15295036.2025.2570876","title":"The well-read game: on playing thoughtfully","year":2025,"lang":"en","type":"article","venue":"Critical Studies in Media Communication","topic":"Digital Games and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Key (lock); Role playing","retraction":null,"screen_n_in":null,"score":{"opus":0.08039132286689922,"gpt":0.4441295105980693,"spread":0.3637381877311701,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00130349,0.0000814124,0.0001471607,0.00004362732,0.0005610663,0.00009594586,0.0006232551,0.00006379042,0.00001173468],"category_scores_gemma":[0.01784328,0.00005893437,0.00004068574,0.0003406126,0.002091912,0.0001056336,0.000244058,0.0002766291,0.00004023131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001703681,"about_ca_system_score_gemma":0.00006961726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005019893,"about_ca_topic_score_gemma":0.002491623,"domain_scores_codex":[0.9986966,0.0003675378,0.0002326025,0.0001327111,0.0002725671,0.0002980102],"domain_scores_gemma":[0.9887967,0.01054828,0.00002553576,0.0004318715,0.0001436154,0.00005405336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001614042,0.00005926756,0.0004484834,0.0000125912,0.00001357185,0.000001415628,0.01276278,0.0000015528,0.000001800415,0.8073536,0.004073285,0.1752555],"study_design_scores_gemma":[0.0001600835,0.00001488118,0.002003041,0.000284661,0.00001170149,9.710681e-8,0.04652149,0.00003880259,0.00000998514,0.05026084,0.9006152,0.00007923584],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.009219222,0.01710505,0.00003702271,0.06023609,0.001290246,0.000239487,0.000001915644,0.00006291689,0.9118081],"genre_scores_gemma":[0.9707004,0.02368129,0.0002891319,0.001197214,0.0001117984,0.0001085249,0.000003275651,0.000005417489,0.003902914],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9614812,"threshold_uncertainty_score":0.9904298,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415597234","doi":"10.1080/15295036.2025.2569518","title":"Containing feminism at games industry parties","year":2025,"lang":"en","type":"article","venue":"Critical Studies in Media Communication","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Embodied cognition; Fieldnotes; Ambivalence; Feminism; Repurposing; Event (particle physics); Negotiation; Appropriation; Psychological resilience","retraction":null,"screen_n_in":null,"score":{"opus":0.1615495425298618,"gpt":0.4627105801532208,"spread":0.301161037623359,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001538488,0.0001147228,0.0002731309,0.0000865902,0.0008091456,0.00003418608,0.0004879523,0.0002717033,0.00005948431],"category_scores_gemma":[0.01389334,0.0001151284,0.00004332372,0.0003093381,0.002524065,0.0001156813,0.0004647062,0.0005552039,0.00002062026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003387243,"about_ca_system_score_gemma":0.000153421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001594721,"about_ca_topic_score_gemma":0.003138162,"domain_scores_codex":[0.9982062,0.0005747873,0.0003424901,0.000193135,0.0002842617,0.0003991044],"domain_scores_gemma":[0.9936879,0.005564815,0.00004137686,0.0004202581,0.0001829844,0.000102615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003246084,0.0001275951,0.04580507,0.00008074434,0.00005256532,0.00000702677,0.5091831,0.000001331268,0.00003583943,0.4182526,0.01131344,0.01510821],"study_design_scores_gemma":[0.0004361664,0.00002339874,0.01228078,0.0003946695,0.00004473108,5.361313e-7,0.8331559,0.00001256778,0.0002336074,0.04970542,0.1035211,0.0001911079],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5675893,0.05098306,0.00005190363,0.04620123,0.002542181,0.0004404965,0.000006284233,0.0001955327,0.3319901],"genre_scores_gemma":[0.9877146,0.00963213,0.0004513412,0.00105673,0.0001188331,0.0001509452,0.0000067217,0.000006091254,0.0008625668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4201254,"threshold_uncertainty_score":0.9944131,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7116982082","doi":"10.1080/15295036.2025.2591126","title":"Satellite archaeologies: restoring the Satellaview’s abandoned software ecosystem","year":2025,"lang":"en","type":"article","venue":"Critical Studies in Media Communication","topic":"Space exploration and regulation","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Fonds de Recherche du Québec-Société et Culture","keywords":"Software; Satellite; Ecosystem; Computer software; Global Positioning System","retraction":null,"screen_n_in":null,"score":{"opus":0.07567679172649339,"gpt":0.3916790190655374,"spread":0.316002227339044,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005688659,0.0001074638,0.0001966198,0.00006361265,0.0003345747,0.00002743801,0.0003284045,0.00003782874,0.00001591122],"category_scores_gemma":[0.0008891519,0.00007546289,0.0000491841,0.0002796329,0.0004278627,0.0001032095,0.000290798,0.0002243607,0.00001666662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008050389,"about_ca_system_score_gemma":0.00002569353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002926002,"about_ca_topic_score_gemma":0.0002306243,"domain_scores_codex":[0.9989145,0.000330613,0.000307746,0.0001479872,0.0001255855,0.0001735415],"domain_scores_gemma":[0.9963108,0.002904387,0.00004598045,0.0005650154,0.0001510751,0.00002277146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003968853,0.0001289686,0.1339413,0.0001564305,0.0001321497,0.000001038243,0.02582354,0.0001528484,0.00006058234,0.698006,0.001337288,0.1402201],"study_design_scores_gemma":[0.001981667,0.00004423584,0.1298436,0.002242565,0.0001503448,0.000001159749,0.1152776,0.001548282,0.001522594,0.6388929,0.1078411,0.0006539188],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6271932,0.1527491,0.04869911,0.1273412,0.006351185,0.002785121,0.00003256215,0.0006063312,0.03424221],"genre_scores_gemma":[0.9954649,0.002333803,0.001727294,0.00009873438,0.00009012187,0.0001702639,0.00002238802,0.000006293471,0.00008622238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3682717,"threshold_uncertainty_score":0.3077288,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417010037","doi":"10.1080/15295036.2025.2586771","title":"From the bathroom of platform governance: Twitch, container tech &amp; hot tub media","year":2025,"lang":"en","type":"article","venue":"Critical Studies in Media Communication","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Container (type theory); High tech; Doors; Clothing","retraction":null,"screen_n_in":null,"score":{"opus":0.0746562661270125,"gpt":0.3840366117632426,"spread":0.3093803456362301,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001030019,0.00008798254,0.0002274483,0.00002631793,0.0003532614,0.00004065598,0.0006283864,0.00009580164,0.0000497145],"category_scores_gemma":[0.007105583,0.00006871681,0.00004937278,0.0003441685,0.00178086,0.0004108492,0.000151853,0.0002445443,0.00001473134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001743755,"about_ca_system_score_gemma":0.0000833317,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001158915,"about_ca_topic_score_gemma":0.02084222,"domain_scores_codex":[0.9988897,0.000157667,0.0004114938,0.0001148631,0.0002318189,0.000194409],"domain_scores_gemma":[0.9910233,0.00831044,0.00005962317,0.0003957064,0.0001781161,0.00003281145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004032343,0.00009869887,0.002897198,0.00002806634,0.00004237696,2.653457e-7,0.08086988,0.000002413974,0.000006279539,0.8637447,0.003485401,0.04878441],"study_design_scores_gemma":[0.0008088702,0.00001676869,0.02656754,0.0009249502,0.00006679937,1.496313e-7,0.1595287,0.00004943549,0.0001586966,0.6193146,0.1923312,0.0002322054],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5519244,0.04354925,0.001451307,0.1076488,0.002310762,0.00107156,0.0001476641,0.0001442755,0.2917519],"genre_scores_gemma":[0.9892805,0.009460324,0.000603531,0.0004473136,0.00006656942,0.00006790013,0.00003438765,0.000003562476,0.0000358848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4373561,"threshold_uncertainty_score":0.9970248,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7106830383","doi":"10.1080/15295036.2025.2583277","title":"Designed to be held: gynoid bodies, storage politics, and the gendered aesthetics of containment","year":2025,"lang":"en","type":"article","venue":"Critical Studies in Media Communication","topic":"Crafts, Textile, and Design","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Containment (computer programming)","retraction":null,"screen_n_in":null,"score":{"opus":0.09639828935974508,"gpt":0.3423988482555743,"spread":0.2460005588958292,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008044963,0.0001218764,0.0003291259,0.00008369906,0.0004192077,0.0000524846,0.0003020126,0.000040948,0.00003817109],"category_scores_gemma":[0.002379984,0.00008915373,0.0000405527,0.00004319983,0.002770668,0.00005200208,0.0003015189,0.0001681285,0.000002213593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009312257,"about_ca_system_score_gemma":0.00003076224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000206438,"about_ca_topic_score_gemma":0.00176418,"domain_scores_codex":[0.9987108,0.0003949861,0.0003868638,0.0001369558,0.0001646981,0.0002056789],"domain_scores_gemma":[0.9952818,0.003885508,0.00003829123,0.0005041438,0.0002443687,0.00004586286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005685577,0.00007936112,0.0000346171,0.0000749697,0.00003388487,8.749899e-7,0.1196336,0.000001435169,0.000008861825,0.8749846,0.003751221,0.001339716],"study_design_scores_gemma":[0.003340562,0.0002304203,0.0007956659,0.0004879964,0.0002418458,0.000001978142,0.4622911,0.0004206346,0.0003335477,0.3461627,0.1852962,0.0003973825],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3183848,0.1996972,0.005528238,0.2996111,0.00354776,0.005010967,0.0002674223,0.0002972083,0.1676553],"genre_scores_gemma":[0.9933152,0.003224447,0.0005713023,0.002401121,0.00004044949,0.0001177001,0.000006945312,0.000007595574,0.0003151896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6749305,"threshold_uncertainty_score":0.9999432,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416816822","doi":"10.1080/15295036.2025.2586779","title":"If you love her, (don’t) let her go: generative “holding back” and the de-containment of the <i>Nancy Drew</i> PC games","year":2025,"lang":"en","type":"article","venue":"Critical Studies in Media Communication","topic":"Digital Games and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Generative grammar; Generative model; Game studies","retraction":null,"screen_n_in":null,"score":{"opus":0.04033395759226881,"gpt":0.3638366271252392,"spread":0.3235026695329704,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001346899,0.00009606231,0.0002393823,0.00002172712,0.0002072171,0.00005181562,0.0004981486,0.0000609924,0.00002060968],"category_scores_gemma":[0.005486037,0.00005904456,0.00005778833,0.000231825,0.004013915,0.0001150676,0.0005036783,0.000215337,0.000003912216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001667828,"about_ca_system_score_gemma":0.00007459913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001924458,"about_ca_topic_score_gemma":0.002317716,"domain_scores_codex":[0.9984381,0.0006786021,0.0002760783,0.0001359068,0.0002359972,0.0002353546],"domain_scores_gemma":[0.995963,0.003420794,0.00005472678,0.0003846261,0.0001346723,0.00004220179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004801607,0.0001664396,0.007399119,0.00008526562,0.00008892688,8.888624e-7,0.2499999,0.000006514558,0.00005347658,0.6549254,0.00356535,0.08366071],"study_design_scores_gemma":[0.002332079,0.00004759194,0.009788079,0.0012265,0.0001507015,8.281861e-7,0.5022984,0.00031615,0.0005781444,0.1274957,0.3554697,0.0002960787],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.154283,0.1441738,0.0003633515,0.1866638,0.001572764,0.00153275,0.00001837278,0.00003420623,0.5113579],"genre_scores_gemma":[0.9767731,0.01952522,0.0005365919,0.001480274,0.00006613631,0.00005746083,0.000001448313,0.000005052641,0.001554738],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.82249,"threshold_uncertainty_score":0.9986966,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416327393","doi":"10.1080/15295036.2025.2583282","title":"Clouding the sun: storing and distributing low-carbon games","year":2025,"lang":"en","type":"article","venue":"Critical Studies in Media Communication","topic":"Game Theory and Applications","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Key (lock)","retraction":null,"screen_n_in":null,"score":{"opus":0.2213680828857033,"gpt":0.5039301334244504,"spread":0.2825620505387471,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004391153,0.00008940305,0.0002159746,0.00007232762,0.0005740237,0.0000984242,0.0008147103,0.00004306253,0.000007070928],"category_scores_gemma":[0.03414461,0.00005933997,0.00002933764,0.0006823803,0.001247256,0.00009019346,0.0009048802,0.0003034959,0.000005685787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006846478,"about_ca_system_score_gemma":0.00001584541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001024166,"about_ca_topic_score_gemma":0.00006574616,"domain_scores_codex":[0.9982903,0.0005611106,0.0004464398,0.0002275733,0.0002824164,0.0001921366],"domain_scores_gemma":[0.9739571,0.02485123,0.00005703851,0.0008784666,0.0002218532,0.00003427436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001381668,0.00005841169,0.01576932,0.00002153647,0.00001915269,7.759069e-7,0.007234558,0.00001478049,0.0002623685,0.9246564,0.0006074919,0.05134141],"study_design_scores_gemma":[0.0002226818,0.000008047919,0.03532154,0.0002733371,0.00002920716,0.000001577708,0.04895386,0.001846147,0.0005604914,0.9058446,0.006809299,0.0001291822],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9468842,0.01429878,0.0008863686,0.02791702,0.0003399401,0.0002021159,0.000003731639,0.00003940475,0.009428499],"genre_scores_gemma":[0.998381,0.0008595008,0.0003833303,0.0001915176,0.00003837362,0.00008140819,0.000001867047,0.000003195302,0.00005986953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05149681,"threshold_uncertainty_score":0.9739912,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415767497","doi":"10.1080/15295036.2025.2560497","title":"Unzipping my library: containing the Game Boy’s history in the Analogue Pocket","year":2025,"lang":"en","type":"article","venue":"Critical Studies in Media Communication","topic":"Themes in Literature Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Game theory; Consumer Culture","retraction":null,"screen_n_in":null,"score":{"opus":0.08926669941773559,"gpt":0.3312605467407633,"spread":0.2419938473230278,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00101943,0.0001250893,0.0002546207,0.0001512213,0.0003246584,0.0001139705,0.0009911095,0.00004527451,0.0001548092],"category_scores_gemma":[0.002246864,0.00007637212,0.0000677382,0.0001758847,0.00149759,0.000286151,0.0003773344,0.0005943992,0.00000671158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000177148,"about_ca_system_score_gemma":0.0000357035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009225427,"about_ca_topic_score_gemma":0.002298275,"domain_scores_codex":[0.9982004,0.0008878326,0.00038411,0.0001545561,0.0001610675,0.0002120718],"domain_scores_gemma":[0.9933307,0.005722505,0.00004624847,0.0008005947,0.000085316,0.0000146705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001223836,0.0000486359,0.0004524788,0.00002756073,0.00004250468,0.000002762124,0.191637,0.00000193957,0.000001046097,0.7876632,0.01919298,0.0009176941],"study_design_scores_gemma":[0.0002285517,0.00001863789,0.001095901,0.0003787516,0.00007932191,6.822955e-7,0.2093699,0.0002462568,0.000002688755,0.09862132,0.6898363,0.0001217649],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03734357,0.4176293,0.0000768711,0.1943534,0.002296231,0.000691393,0.00002421902,0.0001720131,0.3474131],"genre_scores_gemma":[0.9859833,0.001807386,0.0001287692,0.01141607,0.0001658377,0.0001370132,0.00003176379,0.000008372141,0.0003215164],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9486397,"threshold_uncertainty_score":0.5517935,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401386424","doi":"10.1080/15295036.2024.2383185","title":"“It’s hard to be something you can’t see!”: representing Black transgender women on “The Breakfast Club” morning show","year":2024,"lang":"en","type":"article","venue":"Critical Studies in Media Communication","topic":"Music History and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Transgender; Club; Sociology; Morning; Advertising; Fandom; Gender studies; Media studies; Business","retraction":null,"screen_n_in":null,"score":{"opus":0.2429904145284212,"gpt":0.3577294418455814,"spread":0.1147390273171602,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001258791,0.0001724443,0.0002406658,0.00008634067,0.0009912533,0.0001737406,0.0004528629,0.00006029612,0.001211463],"category_scores_gemma":[0.001832977,0.0001260583,0.00006888129,0.0001200482,0.00100411,0.0001623296,0.0001950971,0.0007376305,0.00008444671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002823743,"about_ca_system_score_gemma":0.00002619754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000036856,"about_ca_topic_score_gemma":0.002410895,"domain_scores_codex":[0.9983345,0.0003695099,0.0003406275,0.0002922033,0.0003110343,0.0003520775],"domain_scores_gemma":[0.9971527,0.002048425,0.00002280423,0.0005666927,0.0001275067,0.00008180033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009481124,0.00003863244,0.00000452012,0.0001200922,0.00004930873,0.000009420803,0.7487273,0.00001512448,0.0000454431,0.1810298,0.06843237,0.00151862],"study_design_scores_gemma":[0.00007806031,0.00002385679,0.00002575223,0.0004189623,0.00002569757,0.000001311343,0.3296421,0.0002068225,0.00001823344,0.003871364,0.6655294,0.0001584895],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4155145,0.0114102,0.0001916886,0.3831847,0.004266884,0.001018415,0.0001612686,0.0004908256,0.1837616],"genre_scores_gemma":[0.9861688,0.0002433727,0.0001474282,0.009729446,0.0004997081,0.0002354907,0.00001557985,0.00002462276,0.002935558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.597097,"threshold_uncertainty_score":0.9997016,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}