{"meta":{"query_hash":"e15d582fe945","filters":{"venue":"Communication Culture and Critique"},"cohort_total":29,"direct_labels_cover":1,"predictions_cover":29,"exported":29,"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/e15d582fe945","api":"https://metacan.xera.ac/api/v1/cohort?venue=Communication+Culture+and+Critique"},"results":[{"id":"W1584765403","doi":"10.1111/cccr.12009","title":"Stuart Hall's “Deconstructing the Popular”: Reconsiderations 30 Years Later","year":2013,"lang":"en","type":"article","venue":"Communication Culture and Critique","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Popular culture; Agency (philosophy); Politics; Power (physics); Period (music); Media studies; Sociology; Term (time); Social science; Political science; Law; Aesthetics; Art","score_opus":0.03462149591685186,"score_gpt":0.3263088686446143,"score_spread":0.2916873727277624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1584765403","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":[0.60340846,0.0064592767,0.00017481843,0.083839394,0.00042853632,0.0011403683,0.000008548503,0.00020605478,0.30433452],"genre_scores_gemma":[0.9906013,0.0023690283,0.001251667,0.0023186877,0.00009057077,0.000074577794,0.000012982556,0.0000053801,0.0032758166],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992055,0.00031993442,0.000140927,0.00010024005,0.00009343343,0.00013996176],"domain_scores_gemma":[0.9992976,0.00014375757,0.00004525892,0.00030499947,0.00013664844,0.000071741284],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037947437,0.00006135766,0.00007579635,0.000015131853,0.00093995716,0.00022017049,0.0002232608,0.00009812206,0.0003902268],"category_scores_gemma":[0.00024732086,0.00004641995,0.000029704253,0.00006166149,0.00026791985,0.0002495135,0.00004948896,0.00020888966,0.000063931795],"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":[0.0000013473186,0.000058054087,0.011581861,0.000013627495,0.000042104388,0.0000010403809,0.5672014,9.5299293e-7,0.0006237294,0.2574859,0.12928307,0.03370693],"study_design_scores_gemma":[0.00017394435,0.000013434668,0.0142808035,0.00003439376,0.000021841426,0.000010798912,0.3285777,0.000007263466,0.00010865132,0.049084082,0.60751325,0.00017380346],"about_ca_topic_score_codex":0.0006204929,"about_ca_topic_score_gemma":0.0026606913,"teacher_disagreement_score":0.4782302,"about_ca_system_score_codex":0.000014055672,"about_ca_system_score_gemma":0.000053600113,"threshold_uncertainty_score":0.72294855},"labels":[],"label_agreement":null},{"id":"W2036233173","doi":"10.1111/j.1753-9137.2009.01040.x","title":"The Turbulent Rise of the “Child Gamer”: Public Fears and Corporate Promises in Cinematic and Promotional Depictions of Children's Digital Play","year":2009,"lang":"en","type":"article","venue":"Communication Culture and Critique","topic":"Digital Games and Media","field":"Social Sciences","cited_by":20,"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":"Hollywood; Futures contract; Advertising; Psychology; Class (philosophy); Digital media; Media studies; Political science; Sociology; History; Law; Business; Computer science","score_opus":0.016346045469821283,"score_gpt":0.2713766122637109,"score_spread":0.25503056679388963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2036233173","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":[0.931317,0.006016743,0.000010225111,0.034428645,0.000016429793,0.0005730868,0.00002171423,0.000012896033,0.027603282],"genre_scores_gemma":[0.9949479,0.0042922697,0.000057066496,0.00010175953,0.000009312632,0.000012717245,0.000008749761,0.0000019516913,0.00056827266],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99948555,0.000107372776,0.00015464856,0.00006945331,0.00010603156,0.00007696463],"domain_scores_gemma":[0.9994969,0.00009051956,0.00011769743,0.0001622828,0.0000887313,0.000043872555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022640114,0.000052527652,0.000086786655,0.00001736356,0.00020907345,0.000116906005,0.00016143132,0.000042532076,0.0000016162687],"category_scores_gemma":[0.0002936933,0.000030937677,0.000018356584,0.00012683321,0.0005337483,0.00025401756,0.00004457219,0.00010963107,8.6306486e-8],"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":[0.000030347623,0.00094900595,0.09884671,0.000094741015,0.000065572356,5.320451e-7,0.06578248,0.0000045725565,0.00016941695,0.6969679,0.0020532703,0.13503546],"study_design_scores_gemma":[0.0006530295,0.00015564887,0.9085625,0.00048833655,0.000028649878,0.000025160736,0.012272513,0.00002664458,0.000112806054,0.038492113,0.03901325,0.00016937996],"about_ca_topic_score_codex":0.000020197678,"about_ca_topic_score_gemma":0.0003985583,"teacher_disagreement_score":0.80971575,"about_ca_system_score_codex":0.0000066959124,"about_ca_system_score_gemma":0.00003894436,"threshold_uncertainty_score":0.19666179},"labels":[],"label_agreement":null},{"id":"W2095889992","doi":"10.1111/j.1753-9137.2010.01064.x","title":"Mapping Global Media Policy: Concepts, Frameworks, Methods*","year":2010,"lang":"en","type":"article","venue":"Communication Culture and Critique","topic":"European Union Policy and Governance","field":"Social Sciences","cited_by":69,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"World Bank Group","keywords":"Computer science; Data science; Political science; Management science; Engineering","score_opus":0.028713255801471677,"score_gpt":0.42978743767757555,"score_spread":0.4010741818761039,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095889992","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":[0.0072959852,0.0066225114,0.013453045,0.06906913,0.00037550644,0.0002661631,0.000060104703,0.00025308525,0.90260446],"genre_scores_gemma":[0.92683333,0.007105719,0.051254142,0.012078475,0.0005088311,0.000012949608,0.000014459284,0.000008324472,0.0021837498],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987187,0.0006937552,0.00014820744,0.00013450405,0.000120681,0.00018417645],"domain_scores_gemma":[0.99892163,0.0003455838,0.0000801123,0.00040495078,0.00010779427,0.00013991131],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078444474,0.0000865191,0.00010767006,0.000018557104,0.00063705264,0.00012136217,0.0005002592,0.00028759774,0.000072204035],"category_scores_gemma":[0.0027125922,0.00008087304,0.000037080965,0.00028654392,0.0005783859,0.00022464762,0.00011003746,0.0007041722,0.000014423528],"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":[0.0000014128831,0.000012609097,0.00053637434,0.0000030255421,0.000004042313,2.7893037e-7,0.020035565,5.288601e-8,0.00021426669,0.9516648,0.0055763028,0.021951247],"study_design_scores_gemma":[0.000086646585,0.0000035288444,0.013051959,0.000029028932,0.0000028851466,0.0000022989184,0.004730449,0.0000021017597,0.000075165444,0.07200097,0.90991175,0.000103193175],"about_ca_topic_score_codex":0.001624891,"about_ca_topic_score_gemma":0.004303256,"teacher_disagreement_score":0.91953737,"about_ca_system_score_codex":0.000026807527,"about_ca_system_score_gemma":0.00010909479,"threshold_uncertainty_score":0.48997584},"labels":[],"label_agreement":null},{"id":"W2167152978","doi":"10.1111/cccr.12057","title":"<i>The Rally to Restore Sanity</i>, Prepoliticization, and the Future of Politics","year":2014,"lang":"en","type":"article","venue":"Communication Culture and Critique","topic":"Social Media and Politics","field":"Social Sciences","cited_by":15,"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 Toronto; Concordia University","funders":"","keywords":"Sanity; Politics; Library science; Media studies; Political science; Sociology; Law; Art history; History; Computer science","score_opus":0.011266812441898814,"score_gpt":0.3238127948873063,"score_spread":0.3125459824454075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2167152978","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":[0.18611868,0.029859224,0.0014922392,0.5523479,0.0008967883,0.001958024,0.000035223402,0.0001593345,0.22713262],"genre_scores_gemma":[0.9869677,0.0061515905,0.0003405298,0.0046479288,0.0004355506,0.000031037063,0.0000057161615,0.000005188405,0.0014147771],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99867386,0.00082078215,0.00015600666,0.00006680939,0.00013422768,0.00014832166],"domain_scores_gemma":[0.9981933,0.0010246442,0.00005912449,0.00030709358,0.00031369508,0.00010209593],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061017834,0.000057917838,0.000099811594,0.00001081918,0.0012813122,0.00008649821,0.00029235266,0.000093234215,0.0000029434445],"category_scores_gemma":[0.0014935482,0.00003573138,0.00002305978,0.00010278847,0.00097463134,0.00006223671,0.00006644476,0.00013437215,7.346308e-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":[0.0000040991376,0.0000052578157,0.0012846193,0.000007820484,0.000004112971,1.4543286e-8,0.05154071,8.37824e-8,0.000010467404,0.9414252,0.0048467303,0.00087086234],"study_design_scores_gemma":[0.00016588392,0.00001489347,0.0023029142,0.000020601201,0.00001620362,6.337967e-7,0.043715075,0.0000033548972,0.000048050795,0.11347601,0.8401864,0.00004995788],"about_ca_topic_score_codex":0.00060174044,"about_ca_topic_score_gemma":0.0012553497,"teacher_disagreement_score":0.83533967,"about_ca_system_score_codex":0.000014399438,"about_ca_system_score_gemma":0.000063798325,"threshold_uncertainty_score":0.98549473},"labels":[],"label_agreement":null},{"id":"W2554461788","doi":"10.1111/cccr.12132","title":"Homosexuality, Moral Panic, and Politicized Homophobia in Ghana: Interrogating Discourses of Moral Entrepreneurship in Ghanaian Media","year":2016,"lang":"en","type":"article","venue":"Communication Culture and Critique","topic":"Crime, Deviance, and Social Control","field":"Social Sciences","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Homosexuality; Antipathy; Sociology; Democracy; Politics; Moral panic; Gender studies; Political science; Criminology; Law","score_opus":0.044471552053734376,"score_gpt":0.3576128869618169,"score_spread":0.31314133490808255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2554461788","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":[0.97955173,0.0033872451,0.000014028609,0.010468285,0.00004883601,0.00024451668,0.000022436312,0.000024955627,0.0062379786],"genre_scores_gemma":[0.99765074,0.0016368488,0.00013887553,0.00022912413,0.000051048406,0.000029964216,0.000008576407,0.0000067698834,0.0002480395],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99835545,0.00078644,0.00031078764,0.0001739254,0.00013813419,0.00023526796],"domain_scores_gemma":[0.9989887,0.00048369533,0.00009686189,0.00024182533,0.00009835765,0.000090594775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067691645,0.00010508845,0.0002704469,0.000063046755,0.00017555103,0.000055621418,0.000273667,0.00013368654,0.000023798937],"category_scores_gemma":[0.00078375987,0.000084236985,0.00003590936,0.00016616534,0.00060645636,0.00030666857,0.00009460834,0.00016568572,8.075786e-7],"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":[0.00004218129,0.0001530948,0.2707602,0.000047380636,0.000013284532,0.0000034700165,0.32842967,6.4152715e-8,0.0013168758,0.38886613,0.00013925394,0.010228388],"study_design_scores_gemma":[0.0031162438,0.00008471707,0.2318544,0.0010386326,0.00004520749,0.0000025829752,0.63120943,0.000010198563,0.00073916715,0.1294188,0.0019715237,0.000509094],"about_ca_topic_score_codex":0.005554565,"about_ca_topic_score_gemma":0.1480214,"teacher_disagreement_score":0.30277976,"about_ca_system_score_codex":0.000055631426,"about_ca_system_score_gemma":0.00007063495,"threshold_uncertainty_score":0.867525},"labels":[],"label_agreement":null},{"id":"W2753311972","doi":"10.1111/cccr.12177","title":"Mediated Conflict: Shiite Heroes Combating ISIS in Iraq and Syria","year":2017,"lang":"en","type":"article","venue":"Communication Culture and Critique","topic":"Terrorism, Counterterrorism, and Political Violence","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":"Concordia University","funders":"","keywords":"Variety (cybernetics); Politics; Identity (music); Order (exchange); Political science; Sociology; Political economy; Media studies; Aesthetics; Law; Art; Computer science","score_opus":0.0359671864264831,"score_gpt":0.385212330152243,"score_spread":0.3492451437257599,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2753311972","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":[0.9406255,0.005036044,0.000063257205,0.027966145,0.000100055506,0.0002638203,0.00002098213,0.00007046766,0.025853714],"genre_scores_gemma":[0.98811483,0.009947082,0.00006018341,0.0012611621,0.00005398367,0.000024171657,0.000013383624,0.000005954205,0.0005192163],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99904466,0.00029389068,0.00018385913,0.00015542227,0.00011742308,0.00020474414],"domain_scores_gemma":[0.998997,0.00026004252,0.00008927297,0.00043500095,0.00009817813,0.00012050312],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005347329,0.00009670981,0.00015492275,0.000026043075,0.0010614145,0.00031397725,0.00045798387,0.00015955465,0.000028812081],"category_scores_gemma":[0.00072353374,0.000086985616,0.000021239168,0.000041837306,0.0006108417,0.0004367597,0.00013268762,0.0002523506,0.0000047450817],"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":[0.000024067938,0.00012403868,0.104492374,0.000093727445,0.0000264427,0.000007279744,0.78779835,1.5511348e-7,0.0005091088,0.087944016,0.0031960101,0.015784452],"study_design_scores_gemma":[0.0011050992,0.000077313984,0.25853673,0.00079848635,0.0000341482,0.0000051181114,0.49445322,0.00016599735,0.0001217742,0.012717083,0.23143198,0.0005530691],"about_ca_topic_score_codex":0.0038564783,"about_ca_topic_score_gemma":0.008555623,"teacher_disagreement_score":0.2933451,"about_ca_system_score_codex":0.000023277196,"about_ca_system_score_gemma":0.000029645706,"threshold_uncertainty_score":0.816365},"labels":[],"label_agreement":null},{"id":"W2888964872","doi":"10.1093/ccc/tcy022","title":"#MeToo and Student Activism against Sexual Violence","year":2018,"lang":"en","type":"article","venue":"Communication Culture and Critique","topic":"Gender, Feminism, and Media","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":false,"ca_institutions":"McGill University","funders":"","keywords":"Sexual violence; Accountability; Sexual assault; Psychology; Work (physics); Public relations; Social psychology; Criminology; Gender studies; Political science; Sociology; Suicide prevention; Poison control; Medicine; Engineering; Law; Medical emergency","score_opus":0.03109025069676024,"score_gpt":0.37502726709284767,"score_spread":0.3439370163960874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888964872","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":[0.89681697,0.006135681,0.00023275719,0.0046847323,0.00013204088,0.000258613,0.000005045593,0.00008185045,0.091652334],"genre_scores_gemma":[0.9814374,0.015031567,0.0004337767,0.001681321,0.00015131629,0.000020865582,0.000008871376,0.000004464299,0.0012304124],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992716,0.00022368431,0.00009485336,0.00013880491,0.00013334074,0.00013773177],"domain_scores_gemma":[0.99936825,0.00009131022,0.00003723982,0.0002507715,0.00014098438,0.00011143859],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040730686,0.000071318245,0.00008690862,0.000017683451,0.00065048196,0.00009036662,0.00023840266,0.00010392502,0.00001606046],"category_scores_gemma":[0.00012887946,0.00006283948,0.000011484449,0.00007272109,0.0005281362,0.00017653195,0.000100376696,0.00014647095,0.0000070629453],"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":[0.0000114688655,0.00017527095,0.011653941,0.000031004478,0.000033263772,0.0000014753631,0.7629027,6.729963e-8,0.0035633584,0.060687464,0.012686658,0.14825335],"study_design_scores_gemma":[0.0003254417,0.00010822414,0.03235422,0.00009427994,0.000022548236,0.000002560306,0.46129036,0.0000033474487,0.000759726,0.005664915,0.49914175,0.00023262872],"about_ca_topic_score_codex":0.00017812262,"about_ca_topic_score_gemma":0.0014812811,"teacher_disagreement_score":0.4864551,"about_ca_system_score_codex":0.000016477163,"about_ca_system_score_gemma":0.000048414513,"threshold_uncertainty_score":0.5003047},"labels":[],"label_agreement":null},{"id":"W2967756115","doi":"10.1093/ccc/tcy015","title":"Legitimating Media: Shakespeare’s Awkward Travels Through Video Games and Twitter","year":2018,"lang":"en","type":"article","venue":"Communication Culture and Critique","topic":"Shakespeare, Adaptation, and Literary Criticism","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":"McGill University","funders":"","keywords":"Legitimacy; Space (punctuation); Aesthetics; Consistency (knowledge bases); Sociology; Video game; Set (abstract data type); Media studies; Art; Computer science; Multimedia; Political science; Politics; Law","score_opus":0.05175552625158869,"score_gpt":0.2928985266517926,"score_spread":0.24114300040020392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2967756115","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":[0.17432982,0.028322423,0.0026429666,0.024411554,0.0006430675,0.00086846383,0.00017212327,0.0005085211,0.76810104],"genre_scores_gemma":[0.9825604,0.0012438294,0.002611273,0.006508997,0.0007238888,0.000048910213,0.000114617425,0.000023932844,0.0061641317],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99900275,0.00015641717,0.00028907924,0.00023349682,0.00012366533,0.00019457428],"domain_scores_gemma":[0.9989111,0.00023162001,0.00006819637,0.00037535868,0.00034180685,0.000071957926],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001955587,0.00018052716,0.00019872413,0.000040585343,0.0007923436,0.0005013174,0.00020337681,0.000087499466,0.00074839895],"category_scores_gemma":[0.00012079087,0.00015195095,0.000041936066,0.000036902416,0.00081206375,0.00088472984,0.00007025722,0.00021961766,0.000026881797],"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":[0.00001045522,0.000031629366,0.00009625387,0.000052591135,0.000021220078,0.0000012862704,0.5557501,4.8754266e-8,0.000072615076,0.41861522,0.02242061,0.0029280316],"study_design_scores_gemma":[0.00037235682,0.00008005092,0.0009568137,0.00020079399,0.000036398444,0.000021461543,0.04790216,0.000048935002,0.00021296449,0.04859948,0.9013077,0.0002608603],"about_ca_topic_score_codex":0.00013361774,"about_ca_topic_score_gemma":0.00062600593,"teacher_disagreement_score":0.8788871,"about_ca_system_score_codex":0.000010622473,"about_ca_system_score_gemma":0.000018430783,"threshold_uncertainty_score":0.81944436},"labels":[],"label_agreement":null},{"id":"W2980423739","doi":"10.1093/ccc/tcz026","title":"A Desirable Future: Uber as Image-Making in Winnipeg","year":2019,"lang":"en","type":"article","venue":"Communication Culture and Critique","topic":"Transportation and Mobility Innovations","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Wilfrid Laurier University","funders":"Wilfrid Laurier University","keywords":"Vision; The Imaginary; Reputation; White (mutation); Indigenous; Sociology; Sociotechnical system; The Symbolic; Power (physics); Media studies; Political science; Management; Social science","score_opus":0.006945854866525326,"score_gpt":0.2636035830570885,"score_spread":0.25665772819056315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980423739","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":[0.7675234,0.0087082395,0.004906787,0.0062530558,0.00027300237,0.0009421204,0.000020697504,0.0006575355,0.21071517],"genre_scores_gemma":[0.9942531,0.00094530673,0.0034379393,0.0007421718,0.000015229747,0.00004184823,0.00006571952,0.000011420004,0.00048726733],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995801,0.000025875393,0.00016583253,0.00008567963,0.000049077556,0.00009344719],"domain_scores_gemma":[0.9995654,0.000026324837,0.000013990603,0.00030354378,0.000069765076,0.000020976506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010096537,0.0000791507,0.00008893749,0.000047828256,0.000048746984,0.00003924298,0.00011626438,0.00008421214,0.00012848122],"category_scores_gemma":[0.000011094635,0.00007957699,0.000018662446,0.00020200363,0.000024163914,0.00025701665,0.000009918373,0.00022287133,0.00004039559],"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":[0.000036906953,0.00028141204,0.035840955,0.0007105854,0.000093824296,0.000006287142,0.036482293,0.001956005,0.061806392,0.83008426,0.016811458,0.015889633],"study_design_scores_gemma":[0.0013182091,0.000049583417,0.14381501,0.00035249567,0.000027511107,0.000023580189,0.010683927,0.0016333915,0.0041097878,0.014466058,0.82285726,0.0006631991],"about_ca_topic_score_codex":0.0000137662,"about_ca_topic_score_gemma":0.00020454238,"teacher_disagreement_score":0.8156182,"about_ca_system_score_codex":0.000019478159,"about_ca_system_score_gemma":0.000011147047,"threshold_uncertainty_score":0.32450554},"labels":[],"label_agreement":null},{"id":"W2990924312","doi":"10.1093/ccc/tcz039","title":"Bugs: Rethinking the History of Computing","year":2019,"lang":"en","type":"article","venue":"Communication Culture and Critique","topic":"Posthumanist Ethics and Activism","field":"Social Sciences","cited_by":18,"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":"Domestication; Precarity; Vulnerability (computing); Neglect; Face (sociological concept); Analogy; Sociology; Political economy; Internet privacy; Computer security; Computer science; Social science; Epistemology; Gender studies; Biology; Psychology","score_opus":0.03971257196721248,"score_gpt":0.33327761085824054,"score_spread":0.29356503889102803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990924312","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":[0.1182447,0.01467499,0.0002599936,0.022979094,0.00032172314,0.0003221061,0.0000017611027,0.000065975044,0.84312963],"genre_scores_gemma":[0.99077713,0.0015503288,0.00025832336,0.0013831846,0.000023747449,0.0000016554372,0.0000027201716,0.0000028954523,0.0060000387],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993989,0.00029085876,0.00008666597,0.000058291123,0.00010079122,0.000064495114],"domain_scores_gemma":[0.99928486,0.00027216482,0.00006946841,0.00024589922,0.000110810906,0.00001677408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000871275,0.00003498921,0.000063276544,0.000008833357,0.00029113653,0.000023893448,0.00028584807,0.000073267634,0.000036542333],"category_scores_gemma":[0.0001071873,0.00002539901,0.00002226925,0.00003456172,0.00030392487,0.00009223207,0.00006581638,0.00025144848,0.000003045569],"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":[0.0000010674504,0.000010954167,0.00030782737,0.0000120996965,0.000004249592,3.9837893e-8,0.23347645,3.7336252e-7,0.00051848806,0.7616153,0.0030292578,0.0010239078],"study_design_scores_gemma":[0.00007072679,0.000012113029,0.0013202537,0.00008973433,0.000005888596,5.364729e-7,0.020130109,0.000034027118,0.00005398356,0.044224206,0.9339946,0.00006383739],"about_ca_topic_score_codex":0.00055086165,"about_ca_topic_score_gemma":0.00035621805,"teacher_disagreement_score":0.9309653,"about_ca_system_score_codex":0.00004750569,"about_ca_system_score_gemma":0.00007607514,"threshold_uncertainty_score":0.22392161},"labels":[],"label_agreement":null},{"id":"W3034205429","doi":"10.1093/ccc/tcaa007","title":"“How Do We Live Together Without Killing Each Other?” Indigenous and Feminist Perspectives on Relationality","year":2020,"lang":"en","type":"article","venue":"Communication Culture and Critique","topic":"Hannah Arendt's Political Philosophy","field":"Social Sciences","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":"University of Alberta","funders":"","keywords":"Indigenous; Library science; Sociology; Media studies; Political science","score_opus":0.05400777940331903,"score_gpt":0.35275557864493506,"score_spread":0.29874779924161604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034205429","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":[0.106677964,0.031427685,0.0009350352,0.5400692,0.00005073576,0.00094748824,0.000107526335,0.00029259853,0.31949174],"genre_scores_gemma":[0.99206954,0.0028453262,0.0008868932,0.0035047818,0.00017742458,0.000022091514,0.000007927122,0.00001119235,0.00047484034],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988635,0.00046668944,0.00011717044,0.00022062393,0.00017591288,0.0001561058],"domain_scores_gemma":[0.99916995,0.00023191166,0.0000545124,0.00021894817,0.00013878588,0.00018588106],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026833,0.000107773616,0.00013448206,0.000017459803,0.0008479964,0.00021777157,0.00022571595,0.00014825823,0.000034328878],"category_scores_gemma":[0.00046549487,0.000096347634,0.000033181404,0.000095296746,0.0005655531,0.00018837562,0.000061710765,0.00033911667,0.00000999058],"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":[0.0000112497,0.000040221443,0.002282277,0.000013096876,0.000013839853,4.381523e-7,0.46445683,3.6767568e-7,0.00004067696,0.5324753,0.00017111903,0.0004945821],"study_design_scores_gemma":[0.00032783172,0.0001534704,0.0012463346,0.00015015583,0.000032168904,0.0000026155137,0.30172583,0.000018140834,0.00009269136,0.24859273,0.44730857,0.00034944902],"about_ca_topic_score_codex":0.0002036952,"about_ca_topic_score_gemma":0.000092314054,"teacher_disagreement_score":0.88539153,"about_ca_system_score_codex":0.00004372743,"about_ca_system_score_gemma":0.00004754087,"threshold_uncertainty_score":0.6522188},"labels":[],"label_agreement":null},{"id":"W3037539364","doi":"10.1093/ccc/tcaa019","title":"On the Margins of the Margins: #CommunicationSoWhite—Canadian Style","year":2020,"lang":"en","type":"article","venue":"Communication Culture and Critique","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University; Concordia University; McMaster University","funders":"","keywords":"Racialization; Racism; Gender studies; Nationalism; Multiculturalism; Colonialism; Framing (construction); Islamophobia; Indigenous; Sociology; Race (biology); Political science; Law; Politics; History","score_opus":0.021069710219442365,"score_gpt":0.25439348273151313,"score_spread":0.23332377251207076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3037539364","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":[0.0066506807,0.004764056,0.000017005741,0.5256034,0.00005479636,0.0004103382,0.000102999744,0.000027453423,0.46236923],"genre_scores_gemma":[0.976301,0.004568866,0.000076164106,0.014917406,0.000029652396,0.000025859601,0.000012572276,0.0000056573226,0.0040627983],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99906486,0.00050731946,0.000117525786,0.00007871537,0.0001228873,0.00010866992],"domain_scores_gemma":[0.99890035,0.00018637502,0.00005845915,0.0006138161,0.00010722541,0.00013375522],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00029204728,0.000051775325,0.00007390918,0.00004247477,0.0021759206,0.00015921988,0.0009480131,0.00007895532,0.00035049097],"category_scores_gemma":[0.00050333404,0.000040555104,0.00005137953,0.00028161067,0.00080056774,0.00009955374,0.000077125835,0.00029385582,0.00002157789],"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":[0.0000018397278,0.00001252364,0.00013604881,0.0000066145208,0.000007100563,9.484693e-8,0.050468303,8.9393706e-7,0.000027540063,0.8166653,0.1320967,0.0005770697],"study_design_scores_gemma":[0.000048504608,0.000007720244,0.0041212114,0.000028232605,0.000008690725,2.2204027e-7,0.014467081,0.000006194446,0.0000072092826,0.0036206846,0.977631,0.000053305466],"about_ca_topic_score_codex":0.34427407,"about_ca_topic_score_gemma":0.95231205,"teacher_disagreement_score":0.9696503,"about_ca_system_score_codex":0.0001251846,"about_ca_system_score_gemma":0.00037023795,"threshold_uncertainty_score":0.9991231},"labels":[],"label_agreement":null},{"id":"W3176446500","doi":"10.1093/ccc/tcab033","title":"“My Money and My Heart”: Buying a Birkin and Boundary Work Online","year":2021,"lang":"en","type":"article","venue":"Communication Culture and Critique","topic":"Fashion and Cultural Textiles","field":"Arts and Humanities","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 Toronto","funders":"","keywords":"Praise; Leverage (statistics); Context (archaeology); Privilege (computing); Advertising; Work (physics); Psychology; Boundary (topology); Internet privacy; Sociology; Social psychology; Public relations; Business; Computer science; Computer security; Political science; Engineering","score_opus":0.039242235696760705,"score_gpt":0.2844777907140276,"score_spread":0.2452355550172669,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3176446500","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":[0.8521515,0.069778204,0.000017009525,0.0366499,0.00011771938,0.00024708803,0.00007204044,0.00017772708,0.04078877],"genre_scores_gemma":[0.96678454,0.013646105,0.0010253533,0.0057402058,0.000111288355,0.000018567438,0.00018230452,0.000012222881,0.012479404],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99936944,0.00012548706,0.00015737137,0.00017011454,0.00006652076,0.000111053974],"domain_scores_gemma":[0.9994351,0.000067609115,0.000033706394,0.0002419607,0.00014476823,0.00007685113],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008634135,0.00012135568,0.00015617294,0.000019378307,0.00070676755,0.0004998183,0.00008346231,0.00006818102,0.00023399231],"category_scores_gemma":[0.000049707392,0.000096002004,0.000029464489,0.000039676506,0.00032650717,0.0002485958,0.00013450095,0.00023796795,0.0000048370152],"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":[0.00003966964,0.0003330291,0.00096465746,0.00028306097,0.00009856288,0.000012564833,0.33162788,5.863999e-7,0.0030650927,0.5540262,0.07474316,0.03480557],"study_design_scores_gemma":[0.0002686376,0.000023289216,0.0017865014,0.00017950701,0.000019942336,0.000030169884,0.058404367,0.000013043118,0.000103649676,0.0034349267,0.9355706,0.00016536977],"about_ca_topic_score_codex":0.000031912976,"about_ca_topic_score_gemma":0.0011877259,"teacher_disagreement_score":0.86082745,"about_ca_system_score_codex":0.0000063908114,"about_ca_system_score_gemma":0.000016854056,"threshold_uncertainty_score":0.5435956},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W4376878185","doi":"10.1093/ccc/tcad018","title":"Support local: Google Maps’ local guides platform, spatial power and constructions of “the local”","year":2023,"lang":"en","type":"article","venue":"Communication Culture and Critique","topic":"Geographies of human-animal interactions","field":"Social Sciences","cited_by":10,"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","keywords":"Rendering (computer graphics); Rhetoric; World Wide Web; Computer science; Local structure; Data science; Computer graphics (images)","score_opus":0.02411838003757062,"score_gpt":0.3349731480069335,"score_spread":0.3108547679693629,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376878185","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":[0.41762698,0.0059739565,0.011910608,0.0990397,0.001653995,0.0025306367,0.00046104577,0.0011008297,0.45970225],"genre_scores_gemma":[0.9960953,0.0015194002,0.00023469054,0.00039436284,0.000020416512,0.000027201742,0.00003297505,0.0000075751022,0.0016680823],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99915296,0.00014337993,0.00023870436,0.00013430473,0.00016676285,0.0001638988],"domain_scores_gemma":[0.99905825,0.00015986233,0.000089654866,0.00035247867,0.0002615735,0.000078182224],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00029012488,0.0000927824,0.00012824188,0.0000698016,0.0010171606,0.000070168164,0.00033436046,0.00013295753,0.00020074559],"category_scores_gemma":[0.00013485212,0.00007591777,0.000068256784,0.0003239944,0.002753637,0.00028410146,0.0002006182,0.00024948592,0.000014560948],"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":[0.000036870428,0.00014918827,0.009592237,0.00006545212,0.00011536436,0.0000023975253,0.057064474,0.00004163745,0.0005174247,0.703336,0.21548069,0.013598281],"study_design_scores_gemma":[0.00028129033,0.00009058447,0.019657044,0.0001009379,0.00005006282,0.000022845195,0.3002903,0.00006699113,0.0004799379,0.028788505,0.6499582,0.00021331351],"about_ca_topic_score_codex":0.0031959957,"about_ca_topic_score_gemma":0.038238067,"teacher_disagreement_score":0.6745475,"about_ca_system_score_codex":0.000024724992,"about_ca_system_score_gemma":0.000061001694,"threshold_uncertainty_score":0.9999603},"labels":[],"label_agreement":null},{"id":"W4386758600","doi":"10.1093/ccc/tcad030","title":"“We are disposable”: precarity, mobility, and inequity in higher education’s gig academy","year":2023,"lang":"en","type":"article","venue":"Communication Culture and Critique","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Simon Fraser University","funders":"","keywords":"Precarity; Autoethnography; Sociology; Pandemic; Inequality; Coronavirus disease 2019 (COVID-19); Higher education; Gender studies; Political science; Public relations; Law; Medicine","score_opus":0.1290644071414287,"score_gpt":0.4337342651187284,"score_spread":0.30466985797729973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386758600","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":[0.27343985,0.019721204,0.000010130925,0.5622372,0.00046297035,0.0010282216,0.000023548448,0.00030545663,0.14277144],"genre_scores_gemma":[0.94845635,0.025076961,0.00019602975,0.0016742988,0.00008925522,0.00019821149,0.00003330294,0.0000068841214,0.024268737],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99875396,0.0005727525,0.00017982573,0.00018857123,0.00013907612,0.00016578511],"domain_scores_gemma":[0.99928224,0.00022902175,0.00006463889,0.00023877078,0.00007851606,0.000106787],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009130901,0.00008540937,0.00011288905,0.00006248717,0.0006483299,0.0001539585,0.0002490961,0.00015066713,0.00021078107],"category_scores_gemma":[0.00017602739,0.00008320422,0.00001869675,0.00040318666,0.00019153937,0.0004707098,0.000183467,0.00037716978,0.000017804769],"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":[0.000010101438,0.00047683122,0.10276596,0.00015934263,0.000017878205,4.3807435e-7,0.10957912,0.0000032174653,0.00006640558,0.6564025,0.11536849,0.015149711],"study_design_scores_gemma":[0.000084335414,0.000005496236,0.24878584,0.00006663944,0.000006860897,2.7105528e-7,0.02070982,0.0000023126167,0.000006133406,0.034363136,0.69587857,0.0000906161],"about_ca_topic_score_codex":0.00064700283,"about_ca_topic_score_gemma":0.0018678473,"teacher_disagreement_score":0.67501646,"about_ca_system_score_codex":0.000069790534,"about_ca_system_score_gemma":0.0000975294,"threshold_uncertainty_score":0.4986495},"labels":[],"label_agreement":null},{"id":"W4387079107","doi":"10.1093/ccc/tcad032","title":"Afrofemtrism: a critical examination of the relationship between gender, technology, and society","year":2023,"lang":"en","type":"article","venue":"Communication Culture and Critique","topic":"ICT Impact and Policies","field":"Engineering","cited_by":1,"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":"Salient; Information and Communications Technology; Context (archaeology); Sociology; Economic Justice; Empirical research; Power (physics); Contemporary society; Political science; Social science; Epistemology; Geography; Law","score_opus":0.053855050267533656,"score_gpt":0.330286134703738,"score_spread":0.27643108443620434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387079107","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":[0.9823345,0.0041547082,0.0007020897,0.005643581,0.000039704217,0.00014213737,0.000029822006,0.0002910476,0.006662437],"genre_scores_gemma":[0.998549,0.0009271416,0.00020488058,0.000060658895,0.000014736713,0.000014270754,0.00001936286,0.0000072062353,0.00020273769],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99968594,0.000053315685,0.000104123734,0.000030140754,0.000047920315,0.00007854052],"domain_scores_gemma":[0.99932635,0.00037539494,0.000013219352,0.00021977256,0.00004535485,0.000019912328],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016509004,0.00005692317,0.000071560986,0.000046954978,0.00019812617,0.000017542317,0.00011777371,0.00014738686,0.0000014619109],"category_scores_gemma":[0.00024786813,0.000044253575,0.000023041473,0.00035380182,0.00021522981,0.000088559565,0.000070042996,0.00021211602,0.0000014235509],"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":[0.000001276237,0.00002028718,0.19735405,0.0005758995,0.000055182543,1.03573676e-7,0.080564775,0.0000190468,0.0037447566,0.6885008,0.02299554,0.006168288],"study_design_scores_gemma":[0.00010154391,0.000008764606,0.9553143,0.00005921548,0.000025221898,0.0000032835196,0.010377651,0.00019551137,0.0014133825,0.028949931,0.0034700197,0.000081190665],"about_ca_topic_score_codex":0.00000291011,"about_ca_topic_score_gemma":0.0000020154694,"teacher_disagreement_score":0.75796026,"about_ca_system_score_codex":0.000008325077,"about_ca_system_score_gemma":0.0000047489884,"threshold_uncertainty_score":0.18046084},"labels":[],"label_agreement":null},{"id":"W4388448779","doi":"10.1093/ccc/tcad036","title":"Not just platform, nor cooperatives: worker-owned technologies from below","year":2023,"lang":"en","type":"article","venue":"Communication Culture and Critique","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":28,"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 Toronto","funders":"","keywords":"Autonomy; Meaning (existential); Politics; Latin Americans; Emerging technologies; Production (economics); Sociology; Business; Political science; Economics; Epistemology; Computer science; Law","score_opus":0.0420749877292405,"score_gpt":0.3199374763048756,"score_spread":0.2778624885756351,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388448779","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":[0.17598931,0.0049175955,0.0013780928,0.10281221,0.00020012679,0.0010044271,0.00020095473,0.002568156,0.7109291],"genre_scores_gemma":[0.9820799,0.01366712,0.00056433835,0.00058237725,0.000024856281,0.00007555011,0.00026735215,0.0000053617973,0.0027331118],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994178,0.000066913046,0.0001616776,0.000118936005,0.000084672385,0.00015000287],"domain_scores_gemma":[0.9994001,0.00018889035,0.000039316288,0.00024193521,0.000091487054,0.000038308808],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002467835,0.000084003965,0.000109831184,0.00004356115,0.00082351605,0.00024105933,0.00032645886,0.00017443039,0.000034916746],"category_scores_gemma":[0.00016804898,0.00007373275,0.00003014506,0.0003243112,0.00030840954,0.0009837502,0.0000634632,0.00018302856,0.00008766939],"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":[0.000040465427,0.00008100029,0.0014443876,0.0000319852,0.0000558455,0.0000015136512,0.13177575,0.000015755104,0.00014197099,0.6266824,0.033903044,0.20582587],"study_design_scores_gemma":[0.00020488985,0.00001887136,0.001251286,0.00009088686,0.000009580774,2.7151884e-7,0.12032539,0.00004996334,0.0005818088,0.020139864,0.85716385,0.00016335888],"about_ca_topic_score_codex":0.00016480009,"about_ca_topic_score_gemma":0.0018706425,"teacher_disagreement_score":0.8232608,"about_ca_system_score_codex":0.000023372018,"about_ca_system_score_gemma":0.00003913753,"threshold_uncertainty_score":0.6333903},"labels":[],"label_agreement":null},{"id":"W4399512846","doi":"10.1093/ccc/tcae013","title":"Marcha das Vadias: performing disidentification in transnational protests","year":2024,"lang":"en","type":"article","venue":"Communication Culture and Critique","topic":"Rhetoric and Communication Studies","field":"Arts and Humanities","cited_by":0,"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":"Rhetoric; Rhetorical question; Solidarity; Gender studies; Sociology; Oppression; Ideology; Narrative; Media studies; Political science; Linguistics; Literature; Politics; Law; Art","score_opus":0.03796280684317345,"score_gpt":0.3209600544740257,"score_spread":0.28299724763085227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399512846","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":[0.12666021,0.18181556,0.00378108,0.17912997,0.00088654045,0.0026633074,0.00015310977,0.001078188,0.50383204],"genre_scores_gemma":[0.9867889,0.0038625598,0.00030792016,0.00026051307,0.00006646931,0.00029909768,0.0001242569,0.00001153245,0.008278718],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992496,0.000116083764,0.00025034527,0.00016235991,0.0001149266,0.00010670943],"domain_scores_gemma":[0.9993027,0.00016717514,0.000029715775,0.00033914656,0.00013139103,0.000029908519],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003052975,0.00010585489,0.00010921796,0.00009369152,0.00041916585,0.000313848,0.00024466368,0.000048235957,0.00019474029],"category_scores_gemma":[0.00003541307,0.00009031177,0.000038501144,0.000079393554,0.00020735821,0.000524146,0.00006682319,0.00026912225,0.000018272802],"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":[0.000003320322,0.000034542423,0.00018880959,0.00006600281,0.000014230833,4.6080314e-7,0.061286997,7.5384423e-7,0.000039957205,0.9287016,0.0022030824,0.0074602556],"study_design_scores_gemma":[0.00013427333,0.000018866416,0.00334218,0.00017218581,0.00001615976,0.0000053515,0.013859728,0.00042432713,0.000043694916,0.04319529,0.93861645,0.00017150366],"about_ca_topic_score_codex":0.000055593948,"about_ca_topic_score_gemma":0.0010212683,"teacher_disagreement_score":0.93641335,"about_ca_system_score_codex":0.00003759786,"about_ca_system_score_gemma":0.00003331816,"threshold_uncertainty_score":0.3682807},"labels":[],"label_agreement":null},{"id":"W4401308166","doi":"10.1093/ccc/tcae024","title":"Refugee sousveillance: observation and co-optation in <i>The Displaced: Refugee Writers on Refugee Lives</i>","year":2024,"lang":"en","type":"article","venue":"Communication Culture and Critique","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":1,"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 Waterloo","funders":"","keywords":"Refugee; Political science; Narrative; Elite; Gender studies; Politics; Sociology; Law; Literature; Art","score_opus":0.0224309431686415,"score_gpt":0.34955398393164505,"score_spread":0.3271230407630036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401308166","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":[0.90528965,0.018051267,0.00089596654,0.034527507,0.00028909184,0.0013454981,0.00006584175,0.00031181207,0.039223343],"genre_scores_gemma":[0.9809047,0.012453044,0.00045732327,0.0032053227,0.0001599641,0.00013902446,0.00033010426,0.000012702071,0.0023378234],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99806565,0.00082130765,0.00032032494,0.0002924832,0.00029663974,0.00020361479],"domain_scores_gemma":[0.99895537,0.00040339507,0.0000772794,0.00037029356,0.00013237604,0.000061303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014245015,0.00016056733,0.00014877589,0.00007717997,0.0007856375,0.0004970157,0.00028081733,0.00019429573,0.000019124685],"category_scores_gemma":[0.0003397797,0.0001205722,0.00004372463,0.0003571576,0.00024819138,0.00073763216,0.000023450515,0.00043716354,0.000013852913],"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":[0.000046308523,0.000083748804,0.0017371012,0.00011420259,0.000016384523,0.0000023839914,0.22783914,0.000006290182,0.00083728065,0.7198345,0.030922838,0.018559823],"study_design_scores_gemma":[0.00020849514,0.00009359263,0.008085695,0.00028850554,0.000014632605,0.0000048644724,0.02486914,0.00025628658,0.00009992618,0.010621986,0.9552612,0.00019568914],"about_ca_topic_score_codex":0.000271904,"about_ca_topic_score_gemma":0.008850417,"teacher_disagreement_score":0.92433834,"about_ca_system_score_codex":0.00009423601,"about_ca_system_score_gemma":0.00006202286,"threshold_uncertainty_score":0.60425675},"labels":[],"label_agreement":null},{"id":"W4401674997","doi":"10.1093/ccc/tcae022","title":"“Middle East conflict in Berlin schools”: on the affectability of “fake news”","year":2024,"lang":"en","type":"article","venue":"Communication Culture and Critique","topic":"German legal, social, and political studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Criminalization; Deportation; Racism; Dehumanization; Criminology; Moral panic; Sociology; Harm; Terrorism; Diversity (politics); Middle East; Immigration; Gender studies; Solidarity; Political science; Media studies; Law","score_opus":0.06850050241996164,"score_gpt":0.3600317594482609,"score_spread":0.29153125702829924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401674997","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":[0.41376504,0.02226749,0.000029097402,0.1628606,0.0001573088,0.0007291684,0.00004256769,0.00011598447,0.40003273],"genre_scores_gemma":[0.99460435,0.0033361956,0.00003083111,0.0009730571,0.00007069134,0.000042959033,0.0000059011672,0.000003874477,0.00093214476],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988335,0.00063616515,0.00015181603,0.000109803754,0.00012518503,0.00014356332],"domain_scores_gemma":[0.99899006,0.00062241196,0.000021487345,0.00023241069,0.0000851931,0.00004842175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068440393,0.00007142667,0.00012296879,0.000017996,0.00039328192,0.000089688205,0.00023065656,0.00009820927,0.000055254222],"category_scores_gemma":[0.00060654886,0.00004857446,0.000051134695,0.00017906622,0.00047070812,0.00010001126,0.0000535804,0.00035205085,0.000013965094],"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":[0.0000040882574,0.000042514734,0.0016720373,0.000039129773,0.000010176347,2.90001e-7,0.06737888,1.9152728e-7,0.000024385336,0.9243437,0.0055570737,0.000927512],"study_design_scores_gemma":[0.00013157463,0.00004716086,0.013615332,0.00033503585,0.000019208064,3.775361e-7,0.107641555,0.000010946636,0.000102834005,0.06092652,0.8170233,0.00014617138],"about_ca_topic_score_codex":0.0025260884,"about_ca_topic_score_gemma":0.008166222,"teacher_disagreement_score":0.8634172,"about_ca_system_score_codex":0.000040060993,"about_ca_system_score_gemma":0.000060187293,"threshold_uncertainty_score":0.45569438},"labels":[],"label_agreement":null},{"id":"W4403924100","doi":"10.1093/ccc/tcae042","title":"Controlled connection: Substack and writers of color","year":2024,"lang":"en","type":"article","venue":"Communication Culture and Critique","topic":"Literature, Film, and Journalism Analysis","field":"Arts and Humanities","cited_by":3,"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 Toronto","funders":"Association for Education in Journalism and Mass Communication","keywords":"Connection (principal bundle); Mathematics; Geometry","score_opus":0.017098711965388147,"score_gpt":0.2651598373152988,"score_spread":0.24806112534991065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403924100","genre_codex":"review","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":[0.245807,0.46965396,0.0003641924,0.026566982,0.00068174646,0.00085389946,0.00028089,0.00028614854,0.25550517],"genre_scores_gemma":[0.9827796,0.007914703,0.00008694317,0.00078682945,0.000118482756,0.00002014055,0.000060595336,0.00000687163,0.008225831],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999441,0.0001086268,0.0002172319,0.000102738995,0.000063580264,0.000066818946],"domain_scores_gemma":[0.9994039,0.00015510073,0.0000464339,0.0001746123,0.00017982372,0.000040130097],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020035458,0.000087262844,0.00021141513,0.00006324986,0.00024295229,0.00039997612,0.00008649982,0.000054493907,0.0002758566],"category_scores_gemma":[0.000029230046,0.00006140022,0.00007084825,0.000042895226,0.00020880334,0.00029629507,0.000026463229,0.00016887553,0.000002388493],"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":[0.000051885472,0.000028645432,0.000043602915,0.00013848973,0.00015604752,0.000002107892,0.059762355,3.9590836e-7,0.00027150076,0.9200151,0.018844428,0.00068544416],"study_design_scores_gemma":[0.0008885442,0.00006171505,0.00006578296,0.00023353739,0.00019951956,0.0000189193,0.017548127,0.00036587755,0.00012397842,0.010562966,0.9697953,0.00013575444],"about_ca_topic_score_codex":0.00004658654,"about_ca_topic_score_gemma":0.000283102,"teacher_disagreement_score":0.95095086,"about_ca_system_score_codex":0.000005796112,"about_ca_system_score_gemma":0.0000113482865,"threshold_uncertainty_score":0.3856979},"labels":[],"label_agreement":null},{"id":"W4404608096","doi":"10.1093/ccc/tcae035","title":"From Atalanta to Angelina: Smith &amp; Wesson feminism, white heteropatriarchy, and intimate partner violence","year":2024,"lang":"en","type":"article","venue":"Communication Culture and Critique","topic":"Gender, Feminism, and Media","field":"Social Sciences","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 Waterloo","funders":"","keywords":"Feminism; White (mutation); Criminology; Domestic violence; Sociology; Art; Gender studies; Poison control; Suicide prevention; Medicine; Biology","score_opus":0.03415693426106453,"score_gpt":0.3707218848659035,"score_spread":0.336564950604839,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404608096","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":[0.8201332,0.073668234,0.0025749363,0.038144086,0.0007303615,0.0010431674,0.00030527252,0.0005365587,0.06286421],"genre_scores_gemma":[0.9540411,0.040193874,0.0018683734,0.0009463589,0.00021560234,0.00005988862,0.000101828584,0.000012242856,0.0025607315],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99896044,0.00023244736,0.00017279867,0.00027627312,0.00015134951,0.00020672116],"domain_scores_gemma":[0.9991345,0.00017569773,0.000029206327,0.00037432445,0.00008148827,0.00020479126],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004757255,0.00012508959,0.00015253511,0.00004156521,0.0003890055,0.000280581,0.000296599,0.00014648288,0.000037771355],"category_scores_gemma":[0.00010930901,0.00010741875,0.000034038487,0.00014889453,0.00021675159,0.00022278058,0.00018556158,0.0002499809,0.00004320287],"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":[0.0000379751,0.00007775681,0.0056718974,0.00017228338,0.000054541066,0.000010952186,0.83555317,8.785477e-7,0.0021075981,0.021173803,0.08379623,0.051342916],"study_design_scores_gemma":[0.00015187211,0.000032353844,0.0032835044,0.00056544313,0.000041543648,0.0000052767873,0.045568567,0.000011306211,0.0002926774,0.010040185,0.9397686,0.00023862813],"about_ca_topic_score_codex":0.0005919357,"about_ca_topic_score_gemma":0.0015495877,"teacher_disagreement_score":0.8559724,"about_ca_system_score_codex":0.000026465452,"about_ca_system_score_gemma":0.00007054891,"threshold_uncertainty_score":0.43804094},"labels":[],"label_agreement":null},{"id":"W4404634671","doi":"10.1093/ccc/tcae045","title":"My body is a short-circuit that doesn’t need fixing: a disabled remediation of Zoom","year":2024,"lang":"en","type":"article","venue":"Communication Culture and Critique","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","cited_by":2,"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":"Zoom; Environmental remediation; Computer science; Geology; Petroleum engineering; Biology; Contamination","score_opus":0.04662269526417956,"score_gpt":0.27678882317173326,"score_spread":0.2301661279075537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404634671","genre_codex":"review","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":[0.18791772,0.3855058,0.008223899,0.08623699,0.0010833307,0.0015187814,0.0005939523,0.00039828,0.32852128],"genre_scores_gemma":[0.9728954,0.023599748,0.0001927145,0.000662231,0.000056501125,0.00006197524,0.000084911575,0.000012190725,0.0024343436],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993174,0.000020773476,0.00031586006,0.00019772866,0.000033462362,0.00011474876],"domain_scores_gemma":[0.9993585,0.000107384694,0.00006642182,0.00037326815,0.00005029691,0.000044172953],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024769315,0.000106101645,0.00025114545,0.000084141306,0.00010171028,0.000066679226,0.00016313931,0.00010111814,0.00009792492],"category_scores_gemma":[0.00011700911,0.00009966655,0.00007227382,0.00016409442,0.000080006976,0.00021546092,0.00007419009,0.00016641262,0.000023667071],"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":[0.000015288786,0.00013269403,0.04084632,0.0005614131,0.00019633796,0.0000018569839,0.036606207,9.1896305e-7,0.0013724562,0.84655774,0.070878066,0.0028307016],"study_design_scores_gemma":[0.0004621398,0.000084705876,0.01876993,0.00035885043,0.00005900276,0.000007578629,0.005078226,0.0004934685,0.0023271975,0.1677033,0.80426246,0.00039312156],"about_ca_topic_score_codex":0.00006305097,"about_ca_topic_score_gemma":0.00006127137,"teacher_disagreement_score":0.7849777,"about_ca_system_score_codex":0.00002804083,"about_ca_system_score_gemma":0.000012370997,"threshold_uncertainty_score":0.4064284},"labels":[],"label_agreement":null},{"id":"W4408314655","doi":"10.1093/ccc/tcaf005","title":"“Make Iran great again”: Apolitical influencers and the revival of a romantic patriarchal nationalism","year":2025,"lang":"en","type":"article","venue":"Communication Culture and Critique","topic":"Populism, Right-Wing Movements","field":"Social Sciences","cited_by":6,"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":"University of the Fraser Valley","keywords":"Romance; Influencer marketing; Nationalism; Gender studies; Sociology; Political science; Psychology; Psychoanalysis; Law; Politics; Management","score_opus":0.020055832157625793,"score_gpt":0.35728808910723253,"score_spread":0.33723225694960673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408314655","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":[0.65287775,0.018157685,0.00047998753,0.13943145,0.00020049838,0.0015195551,0.000043778753,0.0001199408,0.18716936],"genre_scores_gemma":[0.99243104,0.003620431,0.0003195413,0.0024102929,0.000028293513,0.000030831747,0.000013760452,0.0000029555754,0.0011428479],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99869305,0.0006742972,0.00020850998,0.00011373513,0.00018492028,0.00012550128],"domain_scores_gemma":[0.9990033,0.0004561598,0.000056380355,0.00027475532,0.00016101297,0.000048379476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008622688,0.00007189539,0.00014477542,0.000037502152,0.0005989799,0.00006535835,0.00032602396,0.00009507466,0.000011031829],"category_scores_gemma":[0.0006629647,0.000049840954,0.00004023414,0.00015510473,0.0011953225,0.00011764921,0.000120711564,0.00017422492,6.4422017e-7],"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":[0.000013849706,0.000014101666,0.0014030105,0.000026410962,0.000019325902,1.8972722e-7,0.016125564,2.355883e-7,0.000043522457,0.98096395,0.00059875374,0.00079110847],"study_design_scores_gemma":[0.0020192005,0.000027653352,0.029555658,0.00052555813,0.0001321204,0.0000022251838,0.016498912,0.0000671019,0.00018653431,0.73101896,0.21974075,0.0002253575],"about_ca_topic_score_codex":0.0012268136,"about_ca_topic_score_gemma":0.0009419435,"teacher_disagreement_score":0.3395533,"about_ca_system_score_codex":0.000034071734,"about_ca_system_score_gemma":0.0000748689,"threshold_uncertainty_score":0.46069297},"labels":[],"label_agreement":null},{"id":"W4412131001","doi":"10.1093/ccc/tcaf023","title":"Who makes whom visible? Excavating eco-visual cultures in DR Congo and its diasporas","year":2025,"lang":"en","type":"article","venue":"Communication Culture and Critique","topic":"Geographies of human-animal interactions","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Women's and Gender Studies et Recherches Féministes","funders":"","keywords":"Diaspora; Colonialism; Genocide; Democracy; Gender studies; Identity (music); Sociology; Queer; Narrative; Aesthetics; Political science; Politics; Law; Art","score_opus":0.021187378663752702,"score_gpt":0.39154031360272007,"score_spread":0.37035293493896737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412131001","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":[0.86820525,0.01935214,0.0000133363,0.021398466,0.00007615611,0.00042380253,0.000009286177,0.00010795795,0.09041364],"genre_scores_gemma":[0.9853978,0.009805122,0.0002069818,0.0011385911,0.000032148248,0.00005621453,0.000020233256,0.0000054973016,0.0033374082],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9990038,0.00030524278,0.00022675838,0.00018824446,0.00010059728,0.00017530378],"domain_scores_gemma":[0.99919695,0.00026129195,0.00006792346,0.00018396022,0.00023030759,0.0000595947],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003662899,0.000113501745,0.00016275416,0.0001305348,0.0011198267,0.0003727836,0.0002717396,0.00015265633,0.0000632781],"category_scores_gemma":[0.00045857448,0.0001085027,0.00003552738,0.00033397556,0.0003575602,0.000509775,0.00013152331,0.00033939644,0.000003258236],"study_design_candidate":"theoretical_or_conceptual","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":[0.000025699093,0.0001883997,0.034934085,0.00010073755,0.000053036933,0.0000023182804,0.12862961,0.0000031486027,0.0016368729,0.7985597,0.03398111,0.0018852731],"study_design_scores_gemma":[0.0006421697,0.000089862006,0.19734117,0.000780194,0.000049360144,0.0000032714177,0.43923017,0.00010745922,0.00063576084,0.030292409,0.33036703,0.0004611479],"about_ca_topic_score_codex":0.0014486642,"about_ca_topic_score_gemma":0.05340499,"teacher_disagreement_score":0.76826733,"about_ca_system_score_codex":0.000026566677,"about_ca_system_score_gemma":0.00004330687,"threshold_uncertainty_score":0.9638679},"labels":[],"label_agreement":null},{"id":"W4414379719","doi":"10.1093/ccc/tcaf033","title":"From wampum to blockchain; from gold rush to “code rush” Indigenous currencies: leaving some for the rest in the digital age. Ashley Cordes, 2025, The MIT Press.","year":2025,"lang":"en","type":"article","venue":"Communication Culture and Critique","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Gold rush; Rest (music); Indigenous","score_opus":0.029536188053423167,"score_gpt":0.28887201280244906,"score_spread":0.2593358247490259,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414379719","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":[0.6348906,0.012232988,0.0032686382,0.28667673,0.001276149,0.006199059,0.00037299367,0.0002285208,0.05485431],"genre_scores_gemma":[0.9395556,0.00033179656,0.00037338655,0.05524028,0.0003042292,0.00059874385,0.00036669296,0.00001434236,0.0032149698],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991413,0.000039281356,0.00032207285,0.00021008076,0.000101660364,0.0001856429],"domain_scores_gemma":[0.99863285,0.0005055538,0.00009351906,0.0006126766,0.00014536234,0.000010057736],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00050802465,0.00015080461,0.00015061657,0.000057925652,0.00071071275,0.0010891617,0.0010358513,0.00008371233,0.000014752993],"category_scores_gemma":[0.00031763164,0.00009064698,0.000044514993,0.0002465993,0.000066236404,0.00025215454,0.0003824248,0.0002724453,0.000021416205],"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":[0.000084601656,0.00021217587,0.0037104702,0.00007900513,0.00017476524,0.0000016737539,0.0768138,0.00013536718,0.00016993012,0.31387872,0.54828155,0.05645797],"study_design_scores_gemma":[0.0002638541,0.0000045561555,0.013366097,0.00011600829,0.00002537657,1.2363462e-7,0.017850628,0.00015188634,0.000017463532,0.01587628,0.9521828,0.00014492603],"about_ca_topic_score_codex":0.0020312895,"about_ca_topic_score_gemma":0.0027725056,"teacher_disagreement_score":0.40390125,"about_ca_system_score_codex":0.000047693753,"about_ca_system_score_gemma":0.000038211914,"threshold_uncertainty_score":0.9999478},"labels":[],"label_agreement":null},{"id":"W4415187148","doi":"10.1093/ccc/tcae048","title":"Digital journalism, ethnic media, and transcultural potential","year":2024,"lang":"en","type":"article","venue":"Communication Culture and Critique","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":2,"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 Toronto","funders":"University of Toronto Scarborough; Jackman Humanities Institute, University of Toronto","keywords":"Ethnic group; Ethnic culture; Digital media; Set (abstract data type); Cultural diversity; Ethnic history","score_opus":0.032295066556441564,"score_gpt":0.3505009618738923,"score_spread":0.31820589531745075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415187148","genre_codex":"review","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":[0.04087941,0.57809985,0.0013445091,0.20883055,0.00054166105,0.0005184299,0.00004842817,0.0004067752,0.16933039],"genre_scores_gemma":[0.8209889,0.17676724,0.00018195053,0.0002909397,0.00009371179,0.000020984355,0.000037031798,0.000005587868,0.0016136676],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992426,0.00020508881,0.00014700407,0.00012042429,0.00015309907,0.00013178312],"domain_scores_gemma":[0.999386,0.00017229663,0.000022940456,0.0002121571,0.00010505112,0.00010152807],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000349613,0.00008359275,0.00010065829,0.000026488202,0.0007037792,0.00044013985,0.00025162185,0.000108197164,0.000040835344],"category_scores_gemma":[0.00012001709,0.000066243294,0.000044623073,0.00014162862,0.0003779021,0.000530402,0.00008120158,0.0003105137,0.0000058368396],"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":[0.000009782964,0.000041651732,0.00020296805,0.00006131804,0.00006528541,0.0000040034834,0.2676555,3.370575e-7,0.0003242525,0.4318108,0.012508844,0.28731525],"study_design_scores_gemma":[0.00016855731,0.00002154354,0.002180804,0.00016148701,0.000047116948,0.000023256534,0.05547491,0.00005374355,0.000019335195,0.020540355,0.9211229,0.00018595284],"about_ca_topic_score_codex":0.00015538262,"about_ca_topic_score_gemma":0.0016258004,"teacher_disagreement_score":0.9086141,"about_ca_system_score_codex":0.000019939342,"about_ca_system_score_gemma":0.000031564094,"threshold_uncertainty_score":0.5412972},"labels":[],"label_agreement":null},{"id":"W7117359839","doi":"10.1093/ccc/tcaf044","title":"Solidarity in action: building worker-owned intersectional platforms in Latin America","year":2025,"lang":"en","type":"article","venue":"Communication Culture and Critique","topic":"Digital Economy and Work Transformation","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":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Solidarity; Latin Americans; Construct (python library); Principal (computer security); Intersectionality","score_opus":0.02496627372671407,"score_gpt":0.3415950009672177,"score_spread":0.3166287272405036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117359839","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":[0.37684718,0.0010293233,0.006599538,0.018116515,0.00016039709,0.0004399779,0.0000059725694,0.00008821118,0.5967129],"genre_scores_gemma":[0.99638116,0.0014245468,0.0006065532,0.0006961873,0.000013558404,0.000041852596,0.000024403189,0.0000017180577,0.0008100148],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99950343,0.00006671338,0.00018595459,0.00008818843,0.00004976207,0.00010593333],"domain_scores_gemma":[0.99969506,0.00010532994,0.000032355525,0.000104012855,0.0000385934,0.000024633291],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002828854,0.0000553803,0.000088511064,0.00009073592,0.0002501734,0.00010762592,0.00014043372,0.00009778333,0.000031055984],"category_scores_gemma":[0.00008267319,0.000055091245,0.000021991951,0.00036148194,0.00012900472,0.00075912976,0.000029149709,0.00023797357,0.0000023026657],"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":[0.00004888319,0.00012662877,0.020842256,0.000029491037,0.0000106989355,4.3522226e-7,0.030401599,0.000053872518,0.000030218067,0.8327291,0.0010913041,0.1146355],"study_design_scores_gemma":[0.0007435816,0.000024532426,0.0452244,0.00056129036,0.000006549756,9.043832e-7,0.060075168,0.0003512634,0.0001602504,0.19187377,0.7007333,0.00024500568],"about_ca_topic_score_codex":0.0005904243,"about_ca_topic_score_gemma":0.015554312,"teacher_disagreement_score":0.699642,"about_ca_system_score_codex":0.0000969927,"about_ca_system_score_gemma":0.000057500365,"threshold_uncertainty_score":0.86796707},"labels":[],"label_agreement":null},{"id":"W7119906952","doi":"10.1093/ccc/tcaf054","title":"Punishing gender-affirming care: social media and U.S. anti-trans politics","year":2025,"lang":"en","type":"article","venue":"Communication Culture and Critique","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Publics; Framing (construction); Bureaucracy; Retrenchment; Social media; Politics; State (computer science); Punitive damages; Populism","score_opus":0.037319749915139575,"score_gpt":0.35032957769123263,"score_spread":0.31300982777609304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7119906952","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":[0.28553417,0.08296793,0.0018303504,0.06010077,0.0008276721,0.00080713775,0.00007028155,0.00040254844,0.56745917],"genre_scores_gemma":[0.98269665,0.014610526,0.00066327804,0.0013587426,0.00014334547,0.000015405645,0.000042477604,0.0000059018125,0.0004636659],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9990962,0.0002601206,0.00014925563,0.00014910013,0.00013262367,0.00021268018],"domain_scores_gemma":[0.9992736,0.0002479498,0.000035656325,0.00018109112,0.0001658559,0.00009582448],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00032033667,0.000095492316,0.00014611213,0.000040361967,0.001429807,0.00015307311,0.00025158955,0.00021167537,0.000009213329],"category_scores_gemma":[0.00027399685,0.00009672892,0.00003443876,0.00013777794,0.00039083863,0.00018059417,0.00007801905,0.00026626023,7.1603586e-7],"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":[0.0000015870173,0.000019860112,0.0009067169,0.00006937532,0.0000138648975,6.2190566e-7,0.6433619,7.900965e-8,0.00029398137,0.34629744,0.0033531652,0.0056813695],"study_design_scores_gemma":[0.0002555767,0.0000044288836,0.006417403,0.00005385288,0.000051283034,0.0000013046629,0.50438243,0.0000013820534,0.00023292912,0.017134575,0.47131258,0.00015226663],"about_ca_topic_score_codex":0.00019418594,"about_ca_topic_score_gemma":0.0016254578,"teacher_disagreement_score":0.6971625,"about_ca_system_score_codex":0.000037758524,"about_ca_system_score_gemma":0.00015368551,"threshold_uncertainty_score":0.9998702},"labels":[],"label_agreement":null}]}