{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":21,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":21,"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":"e2a4bc5e8657","filters":{"venue":"Digital Journalism"}},"results":[{"id":"W3082465244","doi":"10.1080/21670811.2020.1805779","title":"Dimensions of Social Media Logics: Mapping Forms of Journalistic Norms and Practices on Twitter and Instagram","year":2020,"lang":"en","type":"article","venue":"Digital Journalism","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":139,"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":"Journalism; Social media; Rhetorical question; Normalization (sociology); Sociology; Intentionality; News media; Public relations; Media studies; Epistemology; Computer science; Political science; Social science; World Wide Web; Linguistics","retraction":null,"screen_n_in":null,"score":{"opus":0.1109821138845597,"gpt":0.3454548589703921,"spread":0.2344727450858324,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002824462,0.00007185054,0.0001966342,0.00004395709,0.0003010753,0.0001051018,0.000135966,0.00004892818,0.00001685996],"category_scores_gemma":[0.001625948,0.00004749047,0.00004301151,0.000139555,0.0002905669,0.0003798192,0.0001025995,0.0001755369,0.000001222735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001330198,"about_ca_system_score_gemma":0.00003753819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002841219,"about_ca_topic_score_gemma":0.00004615657,"domain_scores_codex":[0.9991373,0.00005899325,0.0002765481,0.00008533253,0.0003112438,0.0001305251],"domain_scores_gemma":[0.9985622,0.0005397964,0.0006043047,0.00005702681,0.0001124726,0.0001242693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002120832,0.0003223353,0.04094804,0.0001940817,0.0003619394,0.0000252048,0.6593154,0.000004837411,0.001445743,0.1970604,0.00352196,0.09658794],"study_design_scores_gemma":[0.003174206,0.0008392018,0.112703,0.0006310211,0.0002309577,0.00003837539,0.4656939,0.000208065,0.000283031,0.084381,0.3309323,0.0008849219],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9700138,0.0004934568,0.00003403909,0.01891167,0.00007220409,0.00007807049,0.00001466243,0.000006990782,0.01037512],"genre_scores_gemma":[0.9972636,0.002074678,0.00006760922,0.0004159459,0.0001540127,0.000001338143,0.000003161641,0.000004626549,0.00001502509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3274103,"threshold_uncertainty_score":0.2315658,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1498722148","doi":"10.1080/21670811.2014.976415","title":"Waiting for Data Journalism","year":2014,"lang":"en","type":"article","venue":"Digital Journalism","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":122,"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":"Journalism; Computer science; Media studies; Political science; Public relations; Internet privacy; Sociology","retraction":null,"screen_n_in":null,"score":{"opus":0.1051884996587187,"gpt":0.3657748385810161,"spread":0.2605863389222974,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001303329,0.00007168188,0.0001270223,0.00003533404,0.0009316991,0.0005680696,0.000968458,0.00004440272,0.00004474695],"category_scores_gemma":[0.00201789,0.00006284988,0.00006053402,0.00009280353,0.00009878202,0.0008020762,0.0002067846,0.0001340089,0.00002258789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002591017,"about_ca_system_score_gemma":0.00005398623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001120073,"about_ca_topic_score_gemma":0.000155192,"domain_scores_codex":[0.998975,0.00008380708,0.0002343254,0.0001321474,0.0002964876,0.0002781721],"domain_scores_gemma":[0.9985712,0.0005588507,0.0001732682,0.000410475,0.0001399071,0.000146315],"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":[0.0000141758,0.00006143676,0.002011303,0.00001207629,0.00007092904,0.000001529275,0.008608719,0.000003639733,0.00002984495,0.3886833,0.05875562,0.5417474],"study_design_scores_gemma":[0.0002239247,0.00001525433,0.0001328271,0.00003276082,0.00001167222,0.000004644274,0.002489959,0.001336089,0.0000043444,0.0152137,0.9804384,0.00009639329],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1352028,0.002601972,0.02028688,0.135703,0.002917823,0.0007149274,0.0001721471,0.0001798618,0.7022206],"genre_scores_gemma":[0.9955405,0.000511285,0.0004961158,0.0005925752,0.001529616,0.00000615458,0.00004900675,0.00001185308,0.001262877],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9216828,"threshold_uncertainty_score":0.7165971,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4292183939","doi":"10.1080/21670811.2022.2103011","title":"Spaces of Negotiation: Analyzing Platform Power in the News Industry","year":2022,"lang":"en","type":"article","venue":"Digital Journalism","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":121,"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":"Negotiation; Dominance (genetics); Journalism; Power (physics); Key (lock); Perspective (graphical); Computer science; Knowledge management; Business; Political science; Advertising; Computer security; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.04054433557258205,"gpt":0.3114111607095816,"spread":0.2708668251369996,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005495793,0.00003708087,0.00007416285,0.00005184058,0.0004424388,0.0001213046,0.0003877293,0.00002934282,0.0002120047],"category_scores_gemma":[0.0001457311,0.00002802866,0.00004280444,0.0003843852,0.00006172359,0.0003074475,0.00009962113,0.0003487077,0.000002097383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005606254,"about_ca_system_score_gemma":0.00006146336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004447143,"about_ca_topic_score_gemma":0.000473457,"domain_scores_codex":[0.9992203,0.00009183999,0.0001654705,0.00004844627,0.0003592626,0.0001146401],"domain_scores_gemma":[0.9995049,0.0001768913,0.0001405759,0.0001233934,0.0000284198,0.00002587025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002998335,0.0002725087,0.3872689,0.000005326901,0.0000679163,0.00001730577,0.3766174,0.0002926753,0.00001798303,0.1766223,0.01737258,0.04141511],"study_design_scores_gemma":[0.0002496559,0.0000530404,0.02553735,0.00001583249,0.000007576808,0.000007309318,0.4462672,0.00001486268,0.000003821317,0.007460938,0.5202809,0.0001015666],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8488777,0.0005865119,0.000005588644,0.01685363,0.0001550727,0.00007454721,0.00000576398,0.000004566244,0.1334366],"genre_scores_gemma":[0.9992307,0.0001390583,0.000006507655,0.0002824537,0.00007138017,0.000006639199,0.000002997292,0.00000227832,0.0002579749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5029083,"threshold_uncertainty_score":0.3402926,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2094780624","doi":"10.1080/21670811.2012.714933","title":"BREAKING BOUNDARIES","year":2012,"lang":"en","type":"article","venue":"Digital Journalism","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":93,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Newspaper; Openness to experience; Relevance (law); Construct (python library); Space (punctuation); Sociology; Social media; Media studies; Journalism; Public relations; Political science; Computer science; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.03617132302413632,"gpt":0.3497775219976986,"spread":0.3136061989735622,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006023246,0.00007008109,0.00008943839,0.00008961419,0.0009787758,0.002768246,0.0003081884,0.00005150896,0.0009652676],"category_scores_gemma":[0.000581761,0.00006521086,0.00007728275,0.0001723716,0.0004967636,0.003036331,0.00009354911,0.000174991,0.0007910217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009999232,"about_ca_system_score_gemma":0.0001768327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004579036,"about_ca_topic_score_gemma":0.00003827217,"domain_scores_codex":[0.9984292,0.00005401633,0.000116359,0.00007932186,0.0007033523,0.0006177792],"domain_scores_gemma":[0.9992791,0.0001079158,0.00005683495,0.0001024825,0.00008990481,0.0003637147],"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":[0.00001972454,0.0002293669,0.07809278,0.000007846589,0.00009340495,0.0001835586,0.03184168,0.000001155188,0.00004920816,0.7056694,0.09136248,0.09244937],"study_design_scores_gemma":[0.0001089605,0.000008228509,0.004123987,0.00001321469,0.000004280489,0.00001532511,0.004971666,6.432086e-7,0.0000362724,0.006522502,0.984083,0.0001119096],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1998601,0.0003611374,0.0000567541,0.004075248,0.0007900678,0.0000664399,0.000008034737,0.00005713297,0.7947251],"genre_scores_gemma":[0.9905082,0.00003156646,0.00006772012,0.0001491053,0.001495889,0.000001255517,0.000001577193,0.00001028625,0.007734382],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8927205,"threshold_uncertainty_score":0.999987,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2899910125","doi":"10.1080/21670811.2018.1504626","title":"News by Numbers","year":2018,"lang":"en","type":"article","venue":"Digital Journalism","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":77,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Sheridan College","funders":"","keywords":"Gatekeeping; Analytics; Social media; Computer science; Public relations; Internet privacy; Sociology; World Wide Web; Advertising; Political science; Data science; Business","retraction":null,"screen_n_in":null,"score":{"opus":0.02434950210992253,"gpt":0.3193242475198866,"spread":0.294974745409964,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001284555,0.00004104933,0.00005728226,0.00001307981,0.0004731844,0.0002249868,0.0002372185,0.00002931089,0.0002845199],"category_scores_gemma":[0.0001568459,0.000035966,0.00003568244,0.0001046561,0.0002300358,0.000319747,0.00004248405,0.00006607363,0.0002710066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003501539,"about_ca_system_score_gemma":0.00003149839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006518344,"about_ca_topic_score_gemma":0.0007059013,"domain_scores_codex":[0.9994451,0.00003406114,0.00009873592,0.00005978822,0.0002004985,0.000161841],"domain_scores_gemma":[0.9995977,0.00005666188,0.00005520621,0.0001145745,0.00007335159,0.0001025142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008008627,0.00005511366,0.008439859,0.000001132329,0.00003317407,0.000001791311,0.02606904,4.060317e-8,0.00005972344,0.03877668,0.7653888,0.1611667],"study_design_scores_gemma":[0.00007057532,0.00001480031,0.000155782,0.000005905081,0.000002132017,0.000001127847,0.005729013,0.000001101617,0.00001741622,0.002887295,0.9910633,0.00005158145],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1014303,0.0003682407,0.00008485658,0.0154238,0.0004156631,0.00004899348,0.000006380599,0.00002730994,0.8821945],"genre_scores_gemma":[0.9910514,0.0006271314,0.0000327954,0.0007552768,0.0005823263,0.000001983457,0.0000038129,0.000004486614,0.006940729],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8896212,"threshold_uncertainty_score":0.36394,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3037606137","doi":"10.1080/21670811.2020.1777882","title":"The Information Security Cultures of Journalism","year":2020,"lang":"en","type":"article","venue":"Digital Journalism","topic":"Social Media and Politics","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto","funders":"","keywords":"Journalism; Public relations; Law enforcement; Harassment; Political science; Critical security studies; Perception; Exploratory research; Information security; Business; Internet privacy; Sociology; Law; Cloud computing security; Psychology; Computer security; Computer science; Social science","retraction":null,"screen_n_in":null,"score":{"opus":0.01881918436202303,"gpt":0.3062504441849142,"spread":0.2874312598228911,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001823926,0.00006092178,0.0001009708,0.00001761246,0.0004963877,0.0005269882,0.0002845924,0.00006561326,0.00004112711],"category_scores_gemma":[0.001680092,0.00004130993,0.0001033175,0.0001767124,0.0002467287,0.001070036,0.00002802918,0.0002004995,0.00003629379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002930465,"about_ca_system_score_gemma":0.0001379087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000146055,"about_ca_topic_score_gemma":0.00002236747,"domain_scores_codex":[0.9989093,0.00007378525,0.0002786953,0.00003684451,0.0004878509,0.0002135268],"domain_scores_gemma":[0.9990475,0.000236038,0.000213461,0.00005122543,0.0002087924,0.0002429694],"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":[0.00002836927,0.00002242024,0.004791416,0.00001608297,0.00006540473,0.000005299985,0.4713874,0.000004055541,0.00003107634,0.4401987,0.06539339,0.01805632],"study_design_scores_gemma":[0.0001431678,0.00002100188,0.0003248059,0.00001169862,0.000008541558,0.000003029348,0.04541162,0.00000766771,0.0001545358,0.02378538,0.9300625,0.00006598375],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6455179,0.0007914149,0.0001172909,0.1459551,0.001681618,0.0002462093,0.0001030448,0.00006293741,0.2055245],"genre_scores_gemma":[0.9969651,0.000359771,0.000007143103,0.001635582,0.0009542611,0.000001108528,0.000003645838,0.000003350289,0.00007002379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8646691,"threshold_uncertainty_score":0.508176,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4376105600","doi":"10.1080/21670811.2023.2191332","title":"Does News Platform Matter? Comparing Online Journalistic Role Performance to Newspaper, Radio, and Television","year":2023,"lang":"en","type":"article","venue":"Digital Journalism","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"Zürcher Hochschule für Angewandte Wissenschaften; Northwestern University; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Universidad Iberoamericana Ciudad de México; Pontificia Universidad Católica de Valparaíso; Mitacs","keywords":"Newspaper; Journalism; Affordance; Politics; Digital media; Political science; Service (business); Public service; Public relations; Advertising; Business; Computer science; Marketing","retraction":null,"screen_n_in":null,"score":{"opus":0.03576003173902563,"gpt":0.3054202689459546,"spread":0.2696602372069289,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000318818,0.000117267,0.0002064318,0.0001245412,0.0008271264,0.000575304,0.0003475382,0.00004532079,0.00007326833],"category_scores_gemma":[0.0001661895,0.00007779882,0.00005086205,0.0003575486,0.00008696764,0.0006899302,0.0002191404,0.0002094614,0.0001563315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007693404,"about_ca_system_score_gemma":0.00003887814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004539292,"about_ca_topic_score_gemma":0.0008725557,"domain_scores_codex":[0.9987942,0.00003403422,0.0002953042,0.0001459963,0.0003803396,0.0003501012],"domain_scores_gemma":[0.9991843,0.0001649382,0.0001155882,0.0001819798,0.00007081684,0.0002823511],"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":[0.000063003,0.00009670706,0.4451614,0.00003996866,0.00007179601,0.0000174426,0.03167151,0.000161756,0.0001850748,0.001906859,0.01695161,0.5036729],"study_design_scores_gemma":[0.0006685568,0.00009549503,0.3376844,0.0004017663,0.00002725904,0.00003174309,0.03490622,0.001493362,0.00002164966,0.003042773,0.6211841,0.0004426431],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9743742,0.0003568381,0.00002089033,0.01100024,0.0003717295,0.0001291916,0.00001064833,0.00005223616,0.01368402],"genre_scores_gemma":[0.9922224,0.0049198,0.00008790327,0.0004617487,0.0004751942,0.000004928416,0.00001640866,0.00001340441,0.001798272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6042325,"threshold_uncertainty_score":0.636167,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406167101","doi":"10.1080/21670811.2024.2431519","title":"Policies in Parallel? A Comparative Study of Journalistic AI Policies in 52 Global News Organisations","year":2025,"lang":"en","type":"article","venue":"Digital Journalism","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Office of Innovation and Improvement","keywords":"Journalism; News media; Political science; Public relations; Computer science; Media studies; Sociology","retraction":null,"screen_n_in":null,"score":{"opus":0.0575926286198722,"gpt":0.4028682546686304,"spread":0.3452756260487582,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003021697,0.0001085532,0.0003205003,0.0002049655,0.0002843685,0.0002357834,0.0004306137,0.00004757945,0.00002336765],"category_scores_gemma":[0.0003946213,0.00009826777,0.00005164991,0.001152203,0.0002017016,0.0003745358,0.0001331909,0.0002185324,0.000004359546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003195213,"about_ca_system_score_gemma":0.0002700384,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02650388,"about_ca_topic_score_gemma":0.1197358,"domain_scores_codex":[0.998489,0.0002680473,0.0005517697,0.0001070043,0.0003243086,0.0002598671],"domain_scores_gemma":[0.9991482,0.0002568027,0.0001937661,0.0001776103,0.0001545972,0.00006902157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002984619,0.0008067462,0.6547778,0.000005933442,0.00006626717,0.000005541831,0.2166934,0.0002907265,0.000005875845,0.124171,0.001887557,0.00125937],"study_design_scores_gemma":[0.001064888,0.000084995,0.5363741,0.0001193766,0.000018284,0.000002187794,0.4270681,0.00003284941,0.000001919797,0.02766955,0.007433996,0.0001298079],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9279799,0.0004437844,0.00005123353,0.01432091,0.0001240665,0.0002951429,0.00001532164,0.00001010853,0.05675957],"genre_scores_gemma":[0.9989712,0.0003427156,0.0000195813,0.0003459963,0.00005181653,0.0000141766,0.000002649866,0.000002963049,0.000248903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2103747,"threshold_uncertainty_score":0.9799787,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2890369139","doi":"10.1080/21670811.2018.1504625","title":"Are Newspapers Heading Toward Post-Print Obscurity?","year":2018,"lang":"en","type":"article","venue":"Digital Journalism","topic":"Media Influence and Politics","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Volkswagen Foundation","keywords":"Newspaper; Audience measurement; Heading (navigation); Advertising; Media studies; Consumption (sociology); Political science; History; Sociology; Business; Engineering; Social science","retraction":null,"screen_n_in":null,"score":{"opus":0.05585889400480033,"gpt":0.3455681312727641,"spread":0.2897092372679638,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002696438,0.0001067292,0.0001459473,0.00007147224,0.0004215318,0.0006008873,0.0003251472,0.00009349133,0.0005030323],"category_scores_gemma":[0.00121147,0.00009636491,0.0001067349,0.0001631179,0.000434802,0.0008516444,0.00005024421,0.0001891033,0.0007086897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001007552,"about_ca_system_score_gemma":0.0001678141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005322708,"about_ca_topic_score_gemma":0.0003511803,"domain_scores_codex":[0.9986506,0.00004962925,0.0002176022,0.0001454287,0.0004383666,0.0004983933],"domain_scores_gemma":[0.9988817,0.0001181138,0.0001580129,0.0001386773,0.0002773188,0.0004262063],"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":[0.00006532604,0.0002450863,0.2333291,0.0000604657,0.0001880269,0.0004224888,0.3169517,0.000006829997,0.000707345,0.3441872,0.03731028,0.06652606],"study_design_scores_gemma":[0.0002439758,0.00007316601,0.01527469,0.0001245303,0.00001363211,0.00003093712,0.02864604,0.000005188192,0.0002909909,0.012842,0.9421402,0.0003146323],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8323513,0.00008386248,0.00002474234,0.01034973,0.001054629,0.00008195675,0.00002415577,0.00005302704,0.1559766],"genre_scores_gemma":[0.9916349,0.0000517896,0.00005008137,0.004138372,0.002314711,0.00000201813,0.000002634257,0.00001111206,0.001794373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9048299,"threshold_uncertainty_score":0.9109008,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2725923453","doi":"10.1080/21670811.2017.1338144","title":"Scoring Live Tweets on the Beat","year":2017,"lang":"en","type":"article","venue":"Digital Journalism","topic":"Sports, Gender, and Society","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Multiple Sclerosis Society of Canada","keywords":"Newspaper; Realm; Entertainment; Insider; Advertising; Social media; Content analysis; Journalism; Media studies; Psychology; Computer science; Sociology; Political science; World Wide Web; Art; Visual arts; Business","retraction":null,"screen_n_in":null,"score":{"opus":0.06869615369325441,"gpt":0.3286769177468083,"spread":0.2599807640535539,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0004925277,0.00008606934,0.00009922907,0.00001496043,0.002711397,0.00179945,0.0005840016,0.00006453462,0.0002489537],"category_scores_gemma":[0.0004250371,0.00005828279,0.0001574843,0.00003205142,0.0003176389,0.0006476023,0.00006380172,0.0002080768,0.0001346549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007536927,"about_ca_system_score_gemma":0.00009362712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004721533,"about_ca_topic_score_gemma":0.0001198399,"domain_scores_codex":[0.9989825,0.00002807423,0.0001230069,0.0001314461,0.0004455338,0.0002893725],"domain_scores_gemma":[0.9992065,0.0001202535,0.0001606626,0.0003087295,0.00006291206,0.0001408947],"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":[0.00002680338,0.0001923838,0.1452882,0.000008140125,0.0002017661,0.0002080202,0.4665393,0.00001196845,0.00004305877,0.288862,0.05618309,0.04243528],"study_design_scores_gemma":[0.0005520582,0.0000796512,0.1101099,0.0002030422,0.0000314952,0.00002296646,0.2171999,0.00001097988,0.0001520473,0.03206497,0.6390204,0.000552582],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5886455,0.0000698295,0.000006679662,0.005393402,0.000638273,0.00006761873,0.000004840253,0.00001963672,0.4051543],"genre_scores_gemma":[0.9842765,0.0001939384,0.000005083576,0.0007153524,0.00106018,0.000002300135,8.867048e-7,0.000009225722,0.01373659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5828373,"threshold_uncertainty_score":0.9992368,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2010166719","doi":"10.1080/21670811.2013.801686","title":"A Subjective User-Typology Of Online News Consumption","year":2013,"lang":"en","type":"article","venue":"Digital Journalism","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Wilfrid Laurier University; Toronto Metropolitan University; ECW Press (Canada)","funders":"","keywords":"Typology; Consumption (sociology); Dimension (graph theory); Perception; Computer science; Social media; Media consumption; Advertising; Consumer behaviour; Sociology; World Wide Web; Psychology; Business; Social science","retraction":null,"screen_n_in":null,"score":{"opus":0.04112635682961903,"gpt":0.3304752703829594,"spread":0.2893489135533404,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009435413,0.00004662781,0.0001101446,0.00003829184,0.0001502669,0.00006062802,0.0001784963,0.00004593994,0.0003040567],"category_scores_gemma":[0.0002570559,0.0000400505,0.00004770464,0.00008438065,0.0002223683,0.0003630623,0.00004861673,0.00009371317,0.00007686776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003467954,"about_ca_system_score_gemma":0.00004856819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002167196,"about_ca_topic_score_gemma":0.001773124,"domain_scores_codex":[0.9994061,0.00007702126,0.0001729846,0.00006053163,0.0001479799,0.0001353732],"domain_scores_gemma":[0.9993407,0.0001795362,0.0001394618,0.0001115243,0.0001615708,0.00006726486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003632545,0.000538583,0.5256429,0.0000194101,0.0001871026,0.000003673437,0.04377297,0.000003434622,0.0006838858,0.1969466,0.0122296,0.2199355],"study_design_scores_gemma":[0.001088012,0.0002264734,0.5773489,0.000105195,0.0000399052,0.00001778201,0.08814994,0.00003450202,0.0001509893,0.04384382,0.2886148,0.0003796692],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9601902,0.0003750134,0.00004281564,0.006128199,0.0001707613,0.0001222368,0.00001031878,0.00001237903,0.03294803],"genre_scores_gemma":[0.9974222,0.001513208,0.00009039107,0.0001724119,0.000116627,0.000005609642,0.000007884386,0.000003603606,0.0006681256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2763852,"threshold_uncertainty_score":0.3329208,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313641162","doi":"10.1080/21670811.2022.2151484","title":"The Journalist on Social Media: Mapping the Promoter, Celebrity and Joker Roles on Twitter and Instagram","year":2023,"lang":"en","type":"article","venue":"Digital Journalism","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":13,"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":"Affordance; Social media; Context (archaeology); Space (punctuation); Journalism; Sociology; Media studies; Public relations; Political science; Psychology; Computer science; World Wide Web; History","retraction":null,"screen_n_in":null,"score":{"opus":0.08860552998177391,"gpt":0.3164348920309735,"spread":0.2278293620491996,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001183921,0.00009654737,0.0001119127,0.00004279502,0.003695083,0.001122511,0.0002839709,0.00005302861,0.000005896975],"category_scores_gemma":[0.0005626238,0.00005217767,0.0000526251,0.0002046723,0.0004651417,0.0001903932,0.0001401926,0.0004220029,0.00001512594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003531915,"about_ca_system_score_gemma":0.00002967334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004330532,"about_ca_topic_score_gemma":0.0004242465,"domain_scores_codex":[0.9987477,0.0002372527,0.0001839532,0.0001123397,0.0004466726,0.0002720706],"domain_scores_gemma":[0.9985775,0.001022679,0.0001241213,0.0001272259,0.00006072809,0.00008770612],"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":[0.00006318479,0.00009123697,0.00479789,0.00001230078,0.0001504248,0.00002664137,0.2410693,0.000001405643,0.00004098948,0.07129472,0.05843275,0.6240191],"study_design_scores_gemma":[0.0005122547,0.00005539244,0.09540999,0.0001117509,0.00001756665,0.000012342,0.0956782,0.00003979024,0.00001231309,0.03478403,0.7731413,0.0002250741],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8709561,0.0005730793,0.000002176581,0.1132923,0.0002856508,0.0001307384,0.000007440732,0.00002771534,0.01472478],"genre_scores_gemma":[0.9932992,0.004919461,0.000001808169,0.0007178417,0.0006480129,0.00001017388,0.000002579102,0.000008192875,0.0003926617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7147086,"threshold_uncertainty_score":0.9999144,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1569383115","doi":"10.1080/21670811.2013.816544","title":"WIKILEAKS AFTER MEGALEAKS","year":2013,"lang":"en","type":"article","venue":"Digital Journalism","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":12,"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":"Journalism; Scholarship; Political science; Media studies; News media; Sociology; Public relations; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.01568722186632832,"gpt":0.2739678438969756,"spread":0.2582806220306473,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001258328,0.00005834406,0.00007928536,0.0000275839,0.0002774629,0.0004590151,0.0002424837,0.00004160047,0.001424169],"category_scores_gemma":[0.0001396934,0.00004862733,0.00006045077,0.0000925634,0.0001294732,0.000764921,0.00006492507,0.0001175414,0.0008290359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003813085,"about_ca_system_score_gemma":0.00003094474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004612361,"about_ca_topic_score_gemma":0.0001664508,"domain_scores_codex":[0.9992985,0.0000423586,0.0001356955,0.00007275824,0.0002403401,0.0002103662],"domain_scores_gemma":[0.9994701,0.00008302604,0.00005523742,0.0001536363,0.0001025012,0.0001354757],"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":[0.00002440467,0.0002401893,0.05070524,0.00001282755,0.00014753,0.00002373243,0.0758662,0.000001929644,0.00006716749,0.1147018,0.1542151,0.603994],"study_design_scores_gemma":[0.0001120902,0.00001367867,0.01316914,0.00001977209,0.00000470168,0.000002884512,0.006035862,0.000006035861,0.000005973267,0.011417,0.9690961,0.0001167933],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3510485,0.0009119851,0.00004376979,0.01655845,0.0003525459,0.0001533265,0.000003698913,0.00004002882,0.6308877],"genre_scores_gemma":[0.9921489,0.0003628911,0.00004607056,0.0006290232,0.0003094455,0.00003159342,0.000002414615,0.000006145466,0.006463538],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.814881,"threshold_uncertainty_score":0.9999489,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409827200","doi":"10.1080/21670811.2025.2495693","title":"“There’s a Rule Book in my Head”: Journalism Ethics Meet A.I. in the Newsroom","year":2025,"lang":"en","type":"article","venue":"Digital Journalism","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Journalism; Head (geology); Media studies; Political science; Sociology; Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.0550551649460635,"gpt":0.3731889366620331,"spread":0.3181337717159696,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00249917,0.0001151029,0.000200207,0.0001565822,0.000575535,0.0005690025,0.0008764455,0.0001459497,0.00006829703],"category_scores_gemma":[0.001069268,0.00008468198,0.00009824506,0.0006069597,0.0002060803,0.0005412824,0.0001165903,0.0009462342,0.00001740763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001730858,"about_ca_system_score_gemma":0.0003394309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001973658,"about_ca_topic_score_gemma":0.01789934,"domain_scores_codex":[0.9979143,0.0006328102,0.0004243985,0.000133893,0.0005349944,0.0003596641],"domain_scores_gemma":[0.9984557,0.0009616043,0.0001366986,0.0002806985,0.00009326138,0.00007201464],"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":[0.00005467252,0.0004127682,0.03344348,0.00002803336,0.00007533147,0.0001076741,0.2898157,0.00003523086,0.0000181397,0.5780848,0.05712053,0.04080365],"study_design_scores_gemma":[0.0005055818,0.00001541008,0.009416515,0.0002619026,0.000007703433,0.000006643102,0.03818661,0.00001785943,0.000003114318,0.0723669,0.879088,0.000123768],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1550082,0.01311783,0.00006511898,0.3110618,0.0006038171,0.0003390268,0.000008380944,0.00002377411,0.5197721],"genre_scores_gemma":[0.9805387,0.007155864,0.00002870715,0.008722182,0.0002028284,0.00002336692,0.000003020266,0.000008007048,0.00331727],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8255306,"threshold_uncertainty_score":0.9988251,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4396760698","doi":"10.1080/21670811.2024.2345201","title":"Meso News-Spaces and Beyond: News-Related Communication Occurring Between the Public and Private Domains","year":2024,"lang":"en","type":"article","venue":"Digital Journalism","topic":"Social Media and Politics","field":"Social Sciences","cited_by":6,"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":"News media; Public relations; Journalism; Political science; Business; Internet privacy; Media studies; Advertising; Sociology; Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.02783402158644836,"gpt":0.3152346275956999,"spread":0.2874006060092515,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0003296909,0.00009863689,0.0001314815,0.00007214866,0.0007375723,0.002542309,0.0002474009,0.0001025551,0.00001664897],"category_scores_gemma":[0.0003886008,0.00007231945,0.00004957391,0.0002717462,0.0005506981,0.0009504631,0.000112581,0.000316551,0.00001368774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006800165,"about_ca_system_score_gemma":0.00009491155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004608661,"about_ca_topic_score_gemma":0.0002776621,"domain_scores_codex":[0.9989473,0.0001680089,0.0002051998,0.0001208198,0.0002718357,0.0002868138],"domain_scores_gemma":[0.9986363,0.0008936216,0.00007385003,0.0001308838,0.00004043715,0.0002249199],"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":[0.000001670325,0.00001244287,0.1673155,0.0000157696,0.0001392801,0.00001222433,0.07242582,1.23537e-7,0.00001016427,0.6809186,0.002366548,0.07678187],"study_design_scores_gemma":[0.0002075005,0.00002215955,0.006403232,0.00009062429,0.00006056369,0.00002087862,0.03686929,0.00001619769,0.000009312618,0.1531563,0.8029484,0.0001955248],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9274386,0.004895878,0.00001819981,0.04205016,0.0003363009,0.0001266699,0.00002537256,0.00007195235,0.02503685],"genre_scores_gemma":[0.9971719,0.001772621,0.00002584525,0.0003989665,0.0003791696,0.000003401963,0.000008705661,0.00001252868,0.00022683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8005819,"threshold_uncertainty_score":0.9984931,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403532592","doi":"10.1080/21670811.2024.2396551","title":"Why Infrastructure Studies for Journalism?","year":2024,"lang":"en","type":"article","venue":"Digital Journalism","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council","keywords":"Journalism; Computer science; Public relations; Political science; Media studies; Sociology","retraction":null,"screen_n_in":null,"score":{"opus":0.04493346966084084,"gpt":0.366306898117935,"spread":0.3213734284570942,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003547748,0.0001041153,0.0001662376,0.00008047591,0.0007140804,0.0009064595,0.0003142049,0.00005940994,0.00007485172],"category_scores_gemma":[0.0006521792,0.00007977431,0.0001537661,0.0002228735,0.000187027,0.0007045833,0.00007633242,0.0002074959,0.00001689657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000123397,"about_ca_system_score_gemma":0.0001000143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003526574,"about_ca_topic_score_gemma":0.0001300784,"domain_scores_codex":[0.9989982,0.00005053629,0.0002376289,0.0001263453,0.000318412,0.0002689267],"domain_scores_gemma":[0.9989494,0.0005080134,0.00007070583,0.0001311729,0.0002221964,0.0001184956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001000457,0.00001887269,0.000291048,0.00005895946,0.0003722127,0.00001620755,0.05206773,0.00001024549,0.0000344402,0.2082799,0.6188318,0.1200085],"study_design_scores_gemma":[0.00009463484,0.00002281666,0.00006595685,0.0001206246,0.00002393774,0.00001191395,0.02058209,0.00002692726,0.000007286656,0.05971373,0.919233,0.00009707628],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.125484,0.2087681,0.005170861,0.4956254,0.01491726,0.001336603,0.0002559544,0.0005665701,0.1478753],"genre_scores_gemma":[0.9760653,0.01570426,0.000322878,0.002370934,0.002407556,0.00003596273,0.00001108625,0.00002525989,0.003056736],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8505813,"threshold_uncertainty_score":0.874101,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392241844","doi":"10.1080/21670811.2024.2320249","title":"The Threat of Misinformation on Journalism’s Epistemology: Exploring the Gap between Journalist’s and Audience’s Expectations when Facing Fake Content","year":2024,"lang":"en","type":"article","venue":"Digital Journalism","topic":"Misinformation and Its Impacts","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":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Misinformation; Journalism; Fake news; Content (measure theory); Political science; Disinformation; Sociology; Crisis communication; Public relations; Media studies; Psychology; Internet privacy; Social media; Computer science; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.1813635508054548,"gpt":0.3383427941403195,"spread":0.1569792433348647,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001476313,0.0001554456,0.000198459,0.0001526105,0.001747345,0.002668246,0.0003569562,0.00006019524,0.00004532658],"category_scores_gemma":[0.0008860672,0.00008546149,0.0001481753,0.0002627452,0.0003995247,0.003253445,0.00004871514,0.0004024594,0.0000361835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001566784,"about_ca_system_score_gemma":0.0001786172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009191635,"about_ca_topic_score_gemma":0.00006021813,"domain_scores_codex":[0.9978642,0.0001477782,0.0007314411,0.0001068803,0.0007804866,0.0003691608],"domain_scores_gemma":[0.9979964,0.001043518,0.0003496213,0.0001635458,0.0002196995,0.0002271387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003330346,0.00002014952,0.0008854411,0.0000423784,0.0002242261,0.00001308729,0.5562176,0.00006429008,0.00006190397,0.2136513,0.008175192,0.2206112],"study_design_scores_gemma":[0.0009604415,0.000307052,0.01991674,0.00157632,0.0001459712,0.0003978963,0.6886051,0.0005852206,0.0006671397,0.04814171,0.2380628,0.0006336049],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8843944,0.001952789,0.001559261,0.03557909,0.00130889,0.0003544095,0.00007645808,0.0000681106,0.07470659],"genre_scores_gemma":[0.9969729,0.000903537,0.00002477551,0.0002138769,0.000362032,0.000004312621,0.000006013496,0.00001075947,0.001501801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2298876,"threshold_uncertainty_score":0.9995522,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403294341","doi":"10.1080/21670811.2024.2402371","title":"The Impact of Journalistic Cultures on Social Media Discourse: US Primary Debates in Cross-Lingual Online Spaces","year":2024,"lang":"en","type":"article","venue":"Digital Journalism","topic":"Social Media and Politics","field":"Social Sciences","cited_by":3,"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":"Social media; Media studies; Sociology; Political science; Journalism; Discourse analysis; Public relations; Linguistics","retraction":null,"screen_n_in":null,"score":{"opus":0.0357376965591647,"gpt":0.4294306257800749,"spread":0.3936929292209102,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0004358223,0.0001750813,0.0002676854,0.0001221326,0.0005496891,0.00162132,0.000379447,0.0001475661,0.00005179067],"category_scores_gemma":[0.002117865,0.0001055054,0.0003220291,0.0003859747,0.0009339143,0.0004784987,0.00003774432,0.0005477603,0.00001230637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003318337,"about_ca_system_score_gemma":0.0007473013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008972223,"about_ca_topic_score_gemma":0.0008849677,"domain_scores_codex":[0.9980046,0.0001559473,0.0004261776,0.0001466947,0.0007371984,0.0005293727],"domain_scores_gemma":[0.9973098,0.002112422,0.0001595515,0.000078999,0.0001378034,0.0002014251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003989099,0.001011189,0.176751,0.0001195667,0.0007812226,0.0009281847,0.5633526,0.0003350426,0.0004356165,0.1092575,0.02542644,0.1212027],"study_design_scores_gemma":[0.002066043,0.0004392871,0.5524721,0.001577578,0.0001874649,0.0001244224,0.1731996,0.0001001103,0.0003757733,0.1955762,0.07244721,0.001434318],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987273,0.002244114,0.000001227493,0.002914591,0.001444106,0.00008915395,0.0003017784,0.00002948926,0.00570255],"genre_scores_gemma":[0.9950629,0.0007009322,0.000004079701,0.00006396374,0.003728727,0.000002308775,0.00002753834,0.00002126395,0.0003882562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3901531,"threshold_uncertainty_score":0.9994151,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403434844","doi":"10.1080/21670811.2023.2273523","title":"People, Power, Platforms and the Business of Journalism","year":2024,"lang":"en","type":"article","venue":"Digital Journalism","topic":"Media Studies and Communication","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":"University of British Columbia","funders":"","keywords":"Journalism; Power (physics); Public relations; Political science; Business; Media studies; Sociology","retraction":null,"screen_n_in":null,"score":{"opus":0.01602902629128626,"gpt":0.2860585262327009,"spread":0.2700294999414146,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007126142,0.000068198,0.0001501922,0.00005231038,0.0003820127,0.000535335,0.0002756827,0.00003890783,0.00006527398],"category_scores_gemma":[0.000417056,0.00003817493,0.00007212464,0.0003554654,0.0003846007,0.0005542756,0.00009737569,0.0001748178,0.0000084886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002219238,"about_ca_system_score_gemma":0.00008402855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002956754,"about_ca_topic_score_gemma":0.000227851,"domain_scores_codex":[0.9991759,0.00003415688,0.0002273798,0.00007167081,0.0003391094,0.0001517593],"domain_scores_gemma":[0.9990476,0.000525603,0.00009038728,0.0001273556,0.0001390617,0.00006998522],"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":[0.00003781779,0.00002589905,0.001165394,0.00002798902,0.0001154249,0.000008663756,0.0893672,0.000002183451,0.00001120812,0.8645751,0.00419811,0.04046494],"study_design_scores_gemma":[0.001409275,0.00004349819,0.01906415,0.0005442603,0.00008743372,0.000166817,0.06168035,0.0001452603,0.00001498747,0.2063477,0.7101737,0.0003225101],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7752745,0.02679298,0.0002404034,0.05620189,0.001257368,0.000210219,0.00001786841,0.00004176315,0.139963],"genre_scores_gemma":[0.9886342,0.01027396,0.00001163013,0.0001225529,0.0001799578,0.000003408132,0.000001510526,0.000006688297,0.000766106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7059756,"threshold_uncertainty_score":0.5162247,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2895765533","doi":"10.1080/21670811.2018.1514273","title":"@franklinfordbot","year":2018,"lang":"en","type":"article","venue":"Digital Journalism","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Chicoutimi; Université de Montréal","funders":"Social Sciences and Humanities Research Council of Canada; University of Washington","keywords":"Newspaper; Surprise; Reading (process); Digitization; Field (mathematics); Sociology; Computer science; Point (geometry); Epistemology; Media studies; History; Linguistics; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.04401423764316192,"gpt":0.2373711234792693,"spread":0.1933568858361074,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008822035,0.0001404933,0.0001319004,0.00008777426,0.0004274041,0.004088024,0.0002630193,0.00002799729,0.009876169],"category_scores_gemma":[0.00004747396,0.0001124794,0.000124989,0.00002612283,0.0004540432,0.002502671,0.00005957737,0.0001495237,0.002334794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002004027,"about_ca_system_score_gemma":0.00002098201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001243219,"about_ca_topic_score_gemma":0.00007629973,"domain_scores_codex":[0.9990697,0.000006434691,0.0002549117,0.0001289498,0.0002434319,0.000296593],"domain_scores_gemma":[0.9993718,0.00003934193,0.00007722906,0.0001661805,0.000216077,0.0001293955],"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":[0.00002260705,0.00005189905,0.00016987,0.000005208198,0.00003864832,0.00001917727,0.01165566,1.228708e-7,0.000003422841,0.9262599,0.03508217,0.02669131],"study_design_scores_gemma":[0.0001946109,0.0001464551,0.00007936088,0.0000248633,0.000005872853,0.00003455297,0.001809725,0.000005962765,0.00002831874,0.02879509,0.9686978,0.0001773743],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1778776,0.00007070025,0.00001484543,0.0002613771,0.0009422108,0.00004444252,0.00005696008,0.00006868893,0.8206632],"genre_scores_gemma":[0.8963368,0.000003702041,0.000006738775,0.001132147,0.00321383,0.000001995264,0.00001477447,0.00002053218,0.09926946],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9336156,"threshold_uncertainty_score":0.998442,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415807238","doi":"10.1080/21670811.2025.2583336","title":"Twitch’s Digital News Standard: Breaking Journalistic Boundaries in Platform Streaming Environments","year":2025,"lang":"en","type":"article","venue":"Digital Journalism","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of the Fraser Valley; Simon Fraser University","funders":"","keywords":"Journalism; Work (physics); Digital media; Key (lock)","retraction":null,"screen_n_in":null,"score":{"opus":0.0196776432885721,"gpt":0.3004353625390477,"spread":0.2807577192504757,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0003550576,0.0001536132,0.0002502703,0.0001738332,0.001128354,0.003056259,0.0004456432,0.00008144142,0.00006235883],"category_scores_gemma":[0.0006377656,0.0001440682,0.00009721753,0.0003135245,0.0003989256,0.00162945,0.000194354,0.0003378074,0.0000171913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005138221,"about_ca_system_score_gemma":0.00030274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007155506,"about_ca_topic_score_gemma":0.002288313,"domain_scores_codex":[0.9983521,0.00004334326,0.0004636586,0.0001722994,0.0005398719,0.0004287474],"domain_scores_gemma":[0.9991471,0.0002670719,0.0001981597,0.0002165373,0.0000413193,0.0001298131],"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":[0.0001448319,0.0002356201,0.195198,0.00002642852,0.0002054078,0.00008729237,0.03651352,0.00004274316,0.00002695804,0.1295224,0.003193161,0.6348037],"study_design_scores_gemma":[0.0007146875,0.00003381254,0.009293095,0.0003138086,0.00001888748,0.000008781964,0.02968356,0.00002312442,0.0000106383,0.03234621,0.9273192,0.0002342568],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6048603,0.002241893,0.001873545,0.00833143,0.001078483,0.0003259456,0.0000883415,0.0000489089,0.3811512],"genre_scores_gemma":[0.9965103,0.0008293649,0.00003792289,0.0002239768,0.0001423337,0.000007079735,0.00001511236,0.00001065037,0.002223298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.924126,"threshold_uncertainty_score":0.9979787,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}