{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1390,"total_is_capped":false,"direct_labels_cover":4,"predictions_cover":1390,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"dc27cac50269","filters":{"topic":"Media Studies and Communication"}},"results":[{"id":"W2160619691","doi":"10.1111/comt.12019","title":"Conceptualizing Mediatization: Contexts, Traditions, Arguments","year":2013,"lang":"en","type":"article","venue":"Communication Theory","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":735,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Epistemology; Sociology; Aesthetics; Environmental ethics; Philosophy","authors":[{"name":"Nick Couldry","is_ca":false},{"name":"Andreas Hepp","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03543162078980695,"gpt":0.3123719809514236,"spread":0.2769403601616167,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01917458,0.001376469,0.0009351622,0.006473032,0.01127902,0.02443414,0.00323216,0.009451875,0.005739361],"category_scores_gemma":[0.02774359,0.0007032442,0.0007814107,0.006724929,0.146576,0.05190821,0.01241228,0.01499025,0.0009820589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00963241,"about_ca_system_score_gemma":0.005256864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003106558,"about_ca_topic_score_gemma":0.001913134,"domain_scores_codex":[0.9794436,0.01602948,0.0005653642,0.001508414,0.001438804,0.001014423],"domain_scores_gemma":[0.9586977,0.03455205,0.002183838,0.001917836,0.00147188,0.001176649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000006566454,0.000005590763,0.0001051162,0.00006196162,0.000002107192,0.00003539697,0.02162055,0.00002063649,0.00002199374,0.9756954,0.000993876,0.001430807],"study_design_scores_gemma":[0.00002489512,0.0000208792,0.0005164574,0.0016774,0.00001377329,0.0002408454,0.07966391,0.0003144412,0.0001998205,0.8326225,0.08467577,0.00002937094],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.04577058,0.1205184,0.04038147,0.3650081,0.006652141,0.0001346188,0.0001125687,0.0001138465,0.4213082],"genre_scores_gemma":[0.9214025,0.03262148,0.006188466,0.02403936,0.007197821,0.0003538185,0.00007406698,0.0002304966,0.007891935],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02443414,"threshold_uncertainty_score":0.101406,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1486900434","doi":"10.1080/1461670x.2012.664430","title":"SHARE, LIKE, RECOMMEND","year":2012,"lang":"en","type":"article","venue":"Journalism Studies","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":570,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science; Sociology; Computer science; Media studies; Law and economics; Epistemology; Law; Philosophy","authors":[{"name":"Alfred Hermida","is_ca":false},{"name":"Fred Fletcher","is_ca":false},{"name":"Darryl Korell","is_ca":false},{"name":"Donna Logan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1619988258839062,"gpt":0.4177643267636714,"spread":0.2557655008797652,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000505157,0.0003491632,0.0002805267,0.001413599,0.002726506,0.003912401,0.0007017363,0.0007550346,0.2670241],"category_scores_gemma":[0.005484323,0.0002065825,0.0002896371,0.00209396,0.0005310848,0.003370338,0.00135928,0.0007611974,0.09220892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001367164,"about_ca_system_score_gemma":0.002395979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1383279,"about_ca_topic_score_gemma":0.2095275,"domain_scores_codex":[0.9993169,0.00006446809,0.00002582337,0.0000729488,0.0003705815,0.000149233],"domain_scores_gemma":[0.9972555,0.0002920499,0.0002565815,0.0004474246,0.001013811,0.0007346119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001290333,0.0003093618,0.0543989,0.0003691645,0.00006386625,0.0004668501,0.005676596,0.0003449716,0.001246042,0.01184833,0.6070518,0.3180951],"study_design_scores_gemma":[0.00002275155,0.00005809392,0.02742682,0.00008438618,0.00003679492,0.0002906082,0.004220713,0.000389139,0.0003384185,0.001635299,0.965461,0.00003584104],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05861074,0.000733214,0.001530746,0.004140893,0.0005022066,0.0002284977,0.008013921,0.001176491,0.9250633],"genre_scores_gemma":[0.2539991,0.001453463,0.002946529,0.0021925,0.0004541204,0.0001049001,0.006014633,0.0004290343,0.7324057],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2670241,"threshold_uncertainty_score":0.8932847,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1559274489","doi":"10.1080/17512780701275507","title":"THE JOURNALISTIC GUT FEELING","year":2007,"lang":"en","type":"article","venue":"Journalism Practice","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":465,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"York University","keywords":"Doxa; Habitus; Feeling; News values; Judgement; Sociology; Media studies; News media; Newspaper; Ethnography; Political science; Epistemology; Social psychology; Psychology; Law","authors":[{"name":"Ida Schultz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05435721209321628,"gpt":0.4159690131740195,"spread":0.3616118010808032,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007473327,0.0003177005,0.0003392615,0.001581011,0.006569749,0.0136331,0.000671712,0.002732992,0.004105102],"category_scores_gemma":[0.02994106,0.000335313,0.0002923596,0.001166431,0.02501538,0.007953002,0.005420991,0.004020034,0.0006560792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003041858,"about_ca_system_score_gemma":0.002710898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001366541,"about_ca_topic_score_gemma":0.001099359,"domain_scores_codex":[0.9860426,0.008931058,0.0003698539,0.001116909,0.00241588,0.001123791],"domain_scores_gemma":[0.9748626,0.01432157,0.003101963,0.001458133,0.003080359,0.00317542],"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":[0.0003514733,0.0001107471,0.01058479,0.000673768,0.00005869665,0.0009022928,0.5496799,0.0001842434,0.0056094,0.3428096,0.02615147,0.06288353],"study_design_scores_gemma":[0.00009365605,0.0002701005,0.01613778,0.0008002794,0.00006224283,0.001658556,0.3676038,0.0004817744,0.001920714,0.1748329,0.4359863,0.000152041],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4092951,0.00892483,0.01425383,0.07846679,0.0036375,0.00006842222,0.0001129935,0.0002568563,0.4849837],"genre_scores_gemma":[0.9887866,0.0008602371,0.0008317575,0.003598982,0.0005863897,0.00002116594,0.00002055503,0.00004834624,0.005245909],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0136331,"threshold_uncertainty_score":0.03952318,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2773941910","doi":"10.1177/0002764217744838","title":"The Power of Political Image: Justin Trudeau, Instagram, and Celebrity Politics","year":2017,"lang":"en","type":"article","venue":"American Behavioral Scientist","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":342,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Politics; Sincerity; Social media; Power (physics); Honesty; Context (archaeology); Sociology; Public relations; Political science; Media studies; Law","authors":[{"name":"Mireille Lalancette","is_ca":true},{"name":"Vincent Raynauld","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03527054660943196,"gpt":0.3913632949866094,"spread":0.3560927483771775,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001549777,0.0002849857,0.0002496261,0.00134666,0.01762132,0.008492182,0.0008847155,0.001070757,0.003167088],"category_scores_gemma":[0.005525453,0.0002061577,0.0001649758,0.002120425,0.0158618,0.003529033,0.002194489,0.002819962,0.0002719834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03470808,"about_ca_system_score_gemma":0.02532914,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8712649,"about_ca_topic_score_gemma":0.9384425,"domain_scores_codex":[0.997606,0.0008253302,0.00002705263,0.0002626652,0.0008673879,0.0004115331],"domain_scores_gemma":[0.9965025,0.001381819,0.0003207305,0.0001213821,0.0009765327,0.0006969407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006050894,0.00005314857,0.01619097,0.0001047211,0.00001250071,0.0008751198,0.8778597,0.0001234625,0.001367836,0.04390435,0.02944336,0.03000444],"study_design_scores_gemma":[0.000003677998,0.00001964543,0.01521827,0.0001320137,0.0000117549,0.0002350596,0.7975873,0.0002514865,0.0006428163,0.001629059,0.1842315,0.00003756531],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7908771,0.003747042,0.002106279,0.05900567,0.0004373197,0.00006281647,0.0002870286,0.00008113247,0.1433956],"genre_scores_gemma":[0.9809683,0.001045217,0.000494051,0.001985273,0.00005230612,0.00001567242,0.00004253074,0.00007092302,0.01532579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8712649,"threshold_uncertainty_score":0.2589865,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2069754885","doi":"10.1177/1464884911431533","title":"Twitter, YouTube, and Flickr as platforms of alternative journalism: The social media account of the 2010 Toronto G20 protests","year":2011,"lang":"en","type":"article","venue":"Journalism","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":212,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Social media; Mainstream; Journalism; Appropriation; Mirroring; Media studies; Summit; Alternative media; Political science; News media; Sociology; Public relations; Geography; Law","authors":[{"name":"Thomas Poell","is_ca":false},{"name":"Erik Borra","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08567159538879064,"gpt":0.3375351241285416,"spread":0.251863528739751,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00136667,0.0003312938,0.00018575,0.003709733,0.006500739,0.008395414,0.0006312639,0.001037478,0.002362972],"category_scores_gemma":[0.0048161,0.000287096,0.0001785338,0.005399745,0.00730041,0.004310558,0.002789388,0.001189907,0.0002494177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01173741,"about_ca_system_score_gemma":0.004249505,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3716244,"about_ca_topic_score_gemma":0.6515765,"domain_scores_codex":[0.9982762,0.0005970559,0.00004844915,0.0001135014,0.0006299601,0.0003347633],"domain_scores_gemma":[0.9942213,0.002661126,0.001340289,0.0003847446,0.0006471258,0.000745412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000401611,0.00004978139,0.08494994,0.0003651329,0.00009076171,0.005279639,0.754015,0.0006130574,0.002695948,0.06879726,0.03796292,0.04477884],"study_design_scores_gemma":[0.00003589518,0.00005502965,0.168844,0.0003517069,0.00009505043,0.001036395,0.5207441,0.001452096,0.001336197,0.004493896,0.3014517,0.0001039696],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8733206,0.004274806,0.0008058425,0.01673501,0.0004287956,0.00004637281,0.001187534,0.00006500776,0.103136],"genre_scores_gemma":[0.9938367,0.001120796,0.0001316633,0.0003002443,0.0001577548,0.00001100424,0.0001463928,0.00002097896,0.004274407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6283756,"threshold_uncertainty_score":0.7389225,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2098979780","doi":"10.2307/3557814","title":"Power, Money, and Media: Communication Patterns and Bureaucratic Control in Cultural China.","year":2001,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":186,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Bureaucracy; China; Power (physics); Control (management); Political science; Economics; Management; Law","authors":[{"name":"Tina Mai Chen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01417869496692195,"gpt":0.2745844934475892,"spread":0.2604057984806673,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010258,0.0002164596,0.0001810148,0.001784933,0.002479529,0.003143697,0.0005251181,0.0003972006,0.002867513],"category_scores_gemma":[0.003137682,0.0001728492,0.00009539854,0.004890083,0.005394258,0.002462115,0.001339878,0.0004127391,0.0001467483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003235772,"about_ca_system_score_gemma":0.002285832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03477681,"about_ca_topic_score_gemma":0.04744903,"domain_scores_codex":[0.9991026,0.0003680556,0.00004930549,0.00006707879,0.0002324523,0.0001804774],"domain_scores_gemma":[0.9984354,0.0008372481,0.000364697,0.00005151664,0.0001125789,0.0001985285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001420445,0.00006923734,0.2869104,0.0002724949,0.00004315652,0.000611636,0.4537307,0.0005809048,0.0008651511,0.1436302,0.008030922,0.1051132],"study_design_scores_gemma":[0.00001940417,0.0000532656,0.763154,0.0002033439,0.00002090246,0.0001849227,0.192068,0.001592535,0.0002926138,0.01297022,0.02940552,0.00003537796],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9519243,0.003664432,0.0004759203,0.003001688,0.00003741803,0.00001800874,0.00007478937,0.00001320617,0.04079024],"genre_scores_gemma":[0.9974585,0.0007237323,0.00005777065,0.00005815638,0.00001548548,0.000008946963,0.00001637615,0.000003038937,0.001657999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03477681,"threshold_uncertainty_score":0.06914878,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1546219066","doi":"","title":"It Was Like a Fever: Storytelling in Protest and Politics","year":2007,"lang":"en","type":"article","venue":"","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":174,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Learning Partnership","funders":"","keywords":"Cover (algebra); Storytelling; Politics; Media studies; Sociology; Art history; History; Political science; Art; Law; Engineering; Literature; Narrative","authors":[{"name":"Lisa Rathje","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0429706312560053,"gpt":0.3281242576978476,"spread":0.2851536264418423,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001005292,0.0004151952,0.0002979332,0.0008565558,0.002974244,0.00851323,0.0006051441,0.001395563,0.01048538],"category_scores_gemma":[0.00369126,0.0002337321,0.0002054607,0.001091313,0.005767244,0.005296491,0.001600595,0.002320593,0.001446556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001303338,"about_ca_system_score_gemma":0.0008030622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001383455,"about_ca_topic_score_gemma":0.002998032,"domain_scores_codex":[0.9991623,0.0006505034,0.00001262827,0.00003720104,0.00008353489,0.00005383972],"domain_scores_gemma":[0.9962603,0.003158368,0.0001751796,0.00008387279,0.00008966396,0.0002326414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001045559,0.0001061302,0.00131352,0.0009221875,0.00003806054,0.0008759157,0.2200482,0.0005306423,0.0005630305,0.4077172,0.2317857,0.1359949],"study_design_scores_gemma":[0.00002931324,0.00006488627,0.003788582,0.001523932,0.00002311346,0.0007938452,0.1003485,0.0005321478,0.0005126259,0.07203803,0.8203177,0.0000272898],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0519611,0.06797531,0.004246484,0.03114326,0.002465965,0.00006374541,0.000131503,0.0001780544,0.8418345],"genre_scores_gemma":[0.8428957,0.03434853,0.002118389,0.003173033,0.001964131,0.0001300577,0.0001626049,0.0002056424,0.1150019],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01048538,"threshold_uncertainty_score":0.0350771,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2769097657","doi":"10.1080/19186444.2009.11658213","title":"The Thomson Reuters Journal Selection Process","year":2009,"lang":"en","type":"article","venue":"Transnational Corporation Review","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":157,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Selection (genetic algorithm); Process (computing); Economics; Computer science; Artificial intelligence","authors":[{"name":"James Testa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05150941295268005,"gpt":0.3701919150226212,"spread":0.3186825020699411,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.05360134,0.0007679376,0.003011145,0.02508447,0.003819905,0.01038708,0.001639378,0.00264614,0.04368955],"category_scores_gemma":[0.2574469,0.001021944,0.001214382,0.0220274,0.001932749,0.003676919,0.004493605,0.003002201,0.04635533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002419481,"about_ca_system_score_gemma":0.01653553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002640415,"about_ca_topic_score_gemma":0.003627117,"domain_scores_codex":[0.9487879,0.01750094,0.005617727,0.002725037,0.02351371,0.001854531],"domain_scores_gemma":[0.7421619,0.1083419,0.01290226,0.02746021,0.09912439,0.0100094],"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":[0.000612791,0.0001779612,0.004044484,0.00116473,0.0001412469,0.0004924505,0.001074532,0.0004581124,0.002295146,0.02973567,0.6265332,0.3332697],"study_design_scores_gemma":[0.0003927829,0.000175787,0.01434211,0.001034998,0.0001866097,0.0005266864,0.0009336474,0.005141319,0.003093987,0.05051841,0.9234996,0.0001540064],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09755862,0.02104891,0.2028865,0.1322273,0.03214635,0.0457102,0.05784981,0.008186437,0.4023859],"genre_scores_gemma":[0.2106308,0.01647314,0.2631518,0.01147796,0.01818743,0.04063395,0.04464062,0.004418246,0.3903862],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9896129,"threshold_uncertainty_score":0.2834744,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W571715639","doi":"","title":"Planet TV : a global television reader","year":2003,"lang":"en","type":"book","venue":"","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":153,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Media studies; Battle; Fantasy; Indigenous; Entertainment; Political science; World War II; Indonesian; Sociology; History; Art; Literature; Law","authors":[{"name":"Lisa Parks","is_ca":false},{"name":"Shanti Kumar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03898710668614273,"gpt":0.3190990250344597,"spread":0.2801119183483169,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002912315,0.001013756,0.0004466503,0.001513151,0.002458833,0.006946459,0.001047933,0.002958824,0.09571493],"category_scores_gemma":[0.0007346695,0.0004337665,0.000278576,0.002682494,0.001853788,0.007026276,0.001881766,0.004093118,0.04098632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0020736,"about_ca_system_score_gemma":0.002042824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0120935,"about_ca_topic_score_gemma":0.02664698,"domain_scores_codex":[0.9998196,0.00003169836,0.000006404872,0.00003781678,0.00008035107,0.00002411459],"domain_scores_gemma":[0.9997289,0.0000816604,0.0000116785,0.00003410032,0.00008433135,0.0000592982],"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":[0.00001105924,0.00002226948,0.00007322545,0.00007022212,0.000001886325,0.00009096244,0.002096822,0.00005764917,0.0003149401,0.0399848,0.9121412,0.04513505],"study_design_scores_gemma":[0.00000119385,0.000003306732,0.00008661442,0.00004342775,9.072094e-7,0.00003611866,0.0004896009,0.00002131015,0.00002642903,0.001494352,0.9977945,0.000002257216],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005212759,0.01307985,0.001655416,0.007884638,0.003793311,0.0000401696,0.0002480956,0.0006424023,0.9721347],"genre_scores_gemma":[0.003460109,0.004781383,0.0007066654,0.002335337,0.0005768465,0.00003302728,0.0001677102,0.0003592042,0.9875796],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09571493,"threshold_uncertainty_score":0.3201984,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W235658014","doi":"","title":"Representing Minorities: Canadian Media and Minority Identities","year":2001,"lang":"en","type":"article","venue":"Canadian ethnic studies","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":151,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"University of British Columbia","funders":"","keywords":"Ethnic group; Representation (politics); Sociology; Political science; Gender studies; Print media; Media studies; Humanities; Politics; Newspaper; Anthropology; Law; Art","authors":[{"name":"Minelle Mahtani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1962244692182167,"gpt":0.3960978166144379,"spread":0.1998733473962211,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003572449,0.0005919043,0.0004025196,0.007171848,0.01942674,0.01106359,0.001271581,0.0009997055,0.007909548],"category_scores_gemma":[0.007093661,0.000224804,0.0003000111,0.01096581,0.007021348,0.002427557,0.00269751,0.001646266,0.0003636539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.100435,"about_ca_system_score_gemma":0.1477676,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9916618,"about_ca_topic_score_gemma":0.9944617,"domain_scores_codex":[0.996883,0.0005359222,0.0000940611,0.0002563956,0.001536133,0.0006944536],"domain_scores_gemma":[0.9918011,0.001552075,0.0006606862,0.0001347182,0.004952474,0.0008989627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000192649,0.00005145992,0.05823363,0.003419536,0.00007866555,0.001172044,0.3143253,0.0004105343,0.0009616817,0.1448195,0.1641273,0.3122075],"study_design_scores_gemma":[0.000005697126,0.0000202707,0.07981847,0.00404541,0.00009319659,0.0002000948,0.2714187,0.0001298384,0.0006718106,0.003340249,0.6401608,0.00009544108],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1618813,0.2686391,0.001086362,0.1151789,0.002534428,0.000145406,0.0028669,0.00009224201,0.4475754],"genre_scores_gemma":[0.8191103,0.1394814,0.001119251,0.006279093,0.0004522752,0.00006260231,0.0005593445,0.00006143664,0.03287423],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.100435,"threshold_uncertainty_score":0.7287101,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1972236373","doi":"10.1177/00027640121958456","title":"Framing the Fight","year":2001,"lang":"en","type":"article","venue":"American Behavioral Scientist","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":148,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Columbia College","funders":"","keywords":"Framing (construction); Newspaper; Politics; Content analysis; Political science; Governor; Media coverage; General election; Public relations; Media studies; Sociology; Social science; Law; Geography; Engineering","authors":[{"name":"Dianne G. Bystrom","is_ca":false},{"name":"Terry A. Robertson","is_ca":true},{"name":"Mary C. Banwart","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04447817820218041,"gpt":0.3770963618532489,"spread":0.3326181836510685,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001730816,0.0005620678,0.0002148707,0.001045747,0.004733023,0.005203878,0.0004370827,0.002096395,0.02098534],"category_scores_gemma":[0.00549698,0.0001622285,0.0002439391,0.0005113922,0.005593868,0.002800653,0.003214513,0.002999257,0.00322093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001629582,"about_ca_system_score_gemma":0.001036328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002986828,"about_ca_topic_score_gemma":0.00462874,"domain_scores_codex":[0.9982305,0.0007792909,0.00003438447,0.0002024605,0.0003129683,0.0004403517],"domain_scores_gemma":[0.9984962,0.0007026198,0.0001887202,0.0001290315,0.0001837121,0.0002998636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001410741,0.0000698236,0.005505747,0.0001286006,0.00002375284,0.0007823993,0.09302011,0.0001691609,0.002377437,0.7452936,0.07966517,0.07282315],"study_design_scores_gemma":[0.0000137209,0.00007665012,0.003651861,0.0002890812,0.00001720182,0.0003151268,0.04688112,0.0002419327,0.0007770975,0.0456493,0.9020661,0.0000207548],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08006389,0.001710776,0.006780632,0.02476007,0.003756571,0.00005039658,0.0001146586,0.00006430244,0.8826988],"genre_scores_gemma":[0.862415,0.001184074,0.001201444,0.009353813,0.001323474,0.00006972947,0.00009563786,0.00009630185,0.1242605],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02098534,"threshold_uncertainty_score":0.07020295,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"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","authors":[{"name":"Alfred Hermida","is_ca":true},{"name":"Claudia Mellado","is_ca":false}],"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009841963,0.0002852483,0.0002984233,0.008294277,0.004303983,0.01169194,0.0009457186,0.0008134212,0.002042567],"category_scores_gemma":[0.02824195,0.0003688721,0.0003059895,0.006200172,0.0195843,0.009415559,0.007437735,0.001215768,0.0001932826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006480436,"about_ca_system_score_gemma":0.003841867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005397114,"about_ca_topic_score_gemma":0.007237768,"domain_scores_codex":[0.9896653,0.006279699,0.0005802556,0.0006824379,0.002095101,0.0006971766],"domain_scores_gemma":[0.968453,0.02081325,0.005057093,0.002005191,0.002556644,0.0011149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001939786,0.00006158249,0.08034337,0.0002490763,0.00003208698,0.0002785343,0.7730189,0.0001653085,0.002719276,0.101935,0.0005302145,0.04047265],"study_design_scores_gemma":[0.00002610233,0.0000727278,0.08516812,0.0002424505,0.0000189421,0.000252484,0.858892,0.00127169,0.001514988,0.033389,0.01909733,0.00005416632],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9313177,0.0003069202,0.007636854,0.001738613,0.00002478796,0.000164538,0.0001448922,0.00004160449,0.05862409],"genre_scores_gemma":[0.9972088,0.00008610736,0.001800424,0.00005328675,0.00001069434,0.0001063762,0.00004013003,0.00001964853,0.0006744894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01169194,"threshold_uncertainty_score":0.05204988,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2047260390","doi":"10.1016/s1090-5138(03)00012-6","title":"Why humans value sensational news","year":2003,"lang":"en","type":"article","venue":"Evolution and Human Behavior","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":131,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"","keywords":"Value (mathematics); Psychology; Social psychology; Statistics; Mathematics","authors":[{"name":"Hank Davis","is_ca":true},{"name":"S.Lyndsay McLeod","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05139667334976573,"gpt":0.3382358862319721,"spread":0.2868392128822064,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007415928,0.0001379037,0.0001153066,0.0005232036,0.0004072411,0.002790063,0.0002623891,0.001098378,0.005702575],"category_scores_gemma":[0.01100867,0.0002266072,0.000104791,0.0004027839,0.001762376,0.002485423,0.0004083281,0.0007173478,0.0006551208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003638888,"about_ca_system_score_gemma":0.0001838268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001258226,"about_ca_topic_score_gemma":0.001616437,"domain_scores_codex":[0.9995291,0.0001829467,0.00001366969,0.00007523716,0.0001298147,0.0000692199],"domain_scores_gemma":[0.9943424,0.002768307,0.001120279,0.0004538143,0.0009108074,0.000404312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00148085,0.0003967552,0.394204,0.0006779243,0.0006212327,0.002059049,0.02071994,0.003307401,0.05401418,0.2264885,0.0242486,0.2717816],"study_design_scores_gemma":[0.0001642955,0.0003058213,0.5374141,0.0002611912,0.0003015579,0.002880035,0.01691632,0.01106262,0.0149504,0.3267005,0.0888688,0.0001742614],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8583595,0.00164811,0.00876746,0.01077756,0.0001889498,0.00001506424,0.0001470832,0.00008792755,0.1200083],"genre_scores_gemma":[0.9957023,0.0002617722,0.000995976,0.0005578742,0.00004832815,0.000002413448,0.00003457868,0.0000229049,0.002373861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005702575,"threshold_uncertainty_score":0.01907706,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1654534265","doi":"10.1080/1461670x.2013.765636","title":"INTERNATIONAL TV NEWS, FOREIGN AFFAIRS INTEREST AND PUBLIC KNOWLEDGE","year":2013,"lang":"en","type":"article","venue":"Journalism Studies","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":128,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University","funders":"Economic and Social Research Council","keywords":"Political science; Curran; Foreign policy; Promotion (chess); Public relations; News media; Public opinion; News bureau; Government (linguistics); Newspaper; Public interest; International relations; Politics; Law","authors":[{"name":"Toril Aalberg","is_ca":false},{"name":"Stylianos Papathanassopoulos","is_ca":false},{"name":"Stuart Soroka","is_ca":true},{"name":"James Curran","is_ca":false},{"name":"Kaori Hayashi","is_ca":false},{"name":"Shanto Iyengar","is_ca":false},{"name":"Paul K. Jones","is_ca":false},{"name":"Gianpietro Mazzoleni","is_ca":false},{"name":"Hernando Rojas","is_ca":false},{"name":"David Rowe","is_ca":false},{"name":"Rodney Tiffen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1212695178927172,"gpt":0.3716763147682048,"spread":0.2504067968754876,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009379994,0.0001029135,0.0002446073,0.003013842,0.0005373455,0.002638703,0.000287409,0.0004046172,0.008298643],"category_scores_gemma":[0.009249712,0.0001013665,0.0001961785,0.004061173,0.000968925,0.001638429,0.001153318,0.0005576903,0.0004523368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007481934,"about_ca_system_score_gemma":0.000419301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006390173,"about_ca_topic_score_gemma":0.006069157,"domain_scores_codex":[0.9991457,0.00031194,0.0000585825,0.00009881439,0.0002326289,0.0001523124],"domain_scores_gemma":[0.9832946,0.009328402,0.004764077,0.0003660538,0.001201701,0.001045126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001229039,0.0001383458,0.9721723,0.0001411619,0.00009761911,0.0001716903,0.007347629,0.000327733,0.0002630001,0.002183436,0.0009017983,0.01613247],"study_design_scores_gemma":[0.000004942761,0.00003773897,0.9834277,0.0000565812,0.00003132343,0.000073155,0.01309693,0.0003379654,0.0001312791,0.000477802,0.002315446,0.000009160186],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786684,0.0003603062,0.00009600485,0.0003394795,0.000008298774,0.000005721299,0.0003980262,0.000004399207,0.02011935],"genre_scores_gemma":[0.9991954,0.0001094587,0.00003130497,0.00001815136,0.00001444862,0.000002736097,0.0001253784,0.000001439249,0.0005017872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008298643,"threshold_uncertainty_score":0.0277617,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4234355014","doi":"10.1093/oso/9780190067076.001.0001","title":"Reckoning","year":2020,"lang":"en","type":"book","venue":"","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":126,"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; Objectivity (philosophy); Technical Journalism; Scholarship; Indigenous; Media studies; Sociology; Citizen journalism; Social media; Political science; Law; Epistemology","authors":[{"name":"Candis Callison","is_ca":true},{"name":"Mary Lynn Young","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07896243691679762,"gpt":0.3330705476911845,"spread":0.2541081107743869,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004006533,0.001148951,0.0007459369,0.00265385,0.006747117,0.01925311,0.002978995,0.00424838,0.04858692],"category_scores_gemma":[0.01491485,0.0005245156,0.0006521108,0.00241582,0.01751522,0.01957484,0.01104606,0.00780034,0.02144878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007076164,"about_ca_system_score_gemma":0.005259687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00469732,"about_ca_topic_score_gemma":0.005264799,"domain_scores_codex":[0.9906787,0.003233298,0.0003681266,0.001730004,0.00312337,0.0008664406],"domain_scores_gemma":[0.994096,0.001822129,0.0003416679,0.001615921,0.001614767,0.0005094294],"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":[0.00005132512,0.00002337455,0.0003241009,0.0001971296,0.00001142205,0.0002969429,0.01807414,0.0001455748,0.000239913,0.7742609,0.1378518,0.06852338],"study_design_scores_gemma":[0.00000377097,0.00001180691,0.00008838536,0.0002346241,0.000003538227,0.0001397117,0.003856939,0.00008557801,0.0001576568,0.05281419,0.9425945,0.000009276971],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004744743,0.007950568,0.01287894,0.03863306,0.007986806,0.00006591626,0.0002048018,0.000511932,0.9270233],"genre_scores_gemma":[0.234048,0.009271171,0.00757712,0.02371571,0.004321074,0.0002256299,0.0008768878,0.001528767,0.7184356],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04858692,"threshold_uncertainty_score":0,"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","authors":[{"name":"Juliette De Maeyer","is_ca":true},{"name":"Manon Libert","is_ca":false},{"name":"David Domingo","is_ca":false},{"name":"François Heinderyckx","is_ca":false},{"name":"Florence Le Cam","is_ca":false}],"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04171304,0.0005206125,0.0008840069,0.005597773,0.01300549,0.03524862,0.002176582,0.007713156,0.02134585],"category_scores_gemma":[0.1499921,0.001032396,0.001172184,0.00520836,0.01612894,0.03201006,0.0094832,0.01196385,0.01172174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007305008,"about_ca_system_score_gemma":0.01018287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004071646,"about_ca_topic_score_gemma":0.003551866,"domain_scores_codex":[0.9501463,0.02172123,0.003155151,0.007004365,0.01338662,0.004586399],"domain_scores_gemma":[0.7210636,0.1658505,0.01721225,0.02398694,0.03872791,0.03315895],"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":[0.0004774931,0.0001429065,0.009792263,0.002025706,0.0001081792,0.002250958,0.1031656,0.0001704251,0.005478467,0.2961419,0.4329203,0.1473258],"study_design_scores_gemma":[0.00002632531,0.00004869886,0.002460822,0.0004713795,0.00001285375,0.000525319,0.02267106,0.0001299734,0.0008446366,0.02211213,0.9506429,0.00005377902],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.07895707,0.02112148,0.02228219,0.6750864,0.02938722,0.0003521531,0.002111846,0.002102509,0.1685991],"genre_scores_gemma":[0.6394098,0.01197406,0.01560005,0.1736255,0.03150053,0.0005563137,0.002252972,0.003875698,0.1212051],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04171304,"threshold_uncertainty_score":0.2206023,"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","authors":[{"name":"Thomas Poell","is_ca":false},{"name":"David B. Nieborg","is_ca":true},{"name":"Brooke Duffy","is_ca":false}],"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.006686669,0.0004012249,0.0004913938,0.006564679,0.003750572,0.01261067,0.001298054,0.00135579,0.004555718],"category_scores_gemma":[0.02850091,0.0004888994,0.0006335208,0.005355345,0.009615622,0.01616403,0.006603555,0.002015385,0.0004301005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002039777,"about_ca_system_score_gemma":0.00135708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001456097,"about_ca_topic_score_gemma":0.0008779212,"domain_scores_codex":[0.9933501,0.00422819,0.000271951,0.0005144438,0.001064169,0.0005711092],"domain_scores_gemma":[0.9639989,0.02886043,0.003481929,0.001416141,0.00104983,0.001192949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003417286,0.0002021652,0.04171114,0.0002848411,0.0000886393,0.0008745842,0.1025104,0.008364882,0.002383254,0.7927881,0.0009088254,0.04954144],"study_design_scores_gemma":[0.00009959936,0.0001747903,0.0368624,0.0003109197,0.00009131962,0.0006241332,0.2335827,0.06005582,0.002488442,0.6322964,0.03329837,0.0001151783],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8443182,0.001656727,0.07701014,0.002003537,0.00006165087,0.0002079721,0.000158809,0.00007491851,0.07450798],"genre_scores_gemma":[0.99296,0.0001617884,0.006024496,0.00003337068,0.00002071721,0.00009092502,0.00003642389,0.00001550709,0.0006566989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9962494,"threshold_uncertainty_score":0.0353629,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1550651659","doi":"10.3726/978-1-4539-0104-5","title":"Peace Journalism, War and Conflict Resolution","year":2010,"lang":"en","type":"book","venue":"","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":106,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Conflict resolution; Journalism; Political science; Resolution (logic); Media studies; Sociology; Law; Computer science; Artificial intelligence","authors":[{"name":"Richard Lance Keeble","is_ca":false},{"name":"John Tulloch","is_ca":false},{"name":"Florian Zollmann","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04724841031370658,"gpt":0.3240221644794495,"spread":0.276773754165743,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003825065,0.0005818892,0.0006918995,0.003343552,0.008521389,0.02218538,0.001163271,0.004266103,0.05262112],"category_scores_gemma":[0.01276463,0.0003964085,0.0003245015,0.00539262,0.01253487,0.01237154,0.005649428,0.004914534,0.008548626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003577086,"about_ca_system_score_gemma":0.005337641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002293836,"about_ca_topic_score_gemma":0.002667776,"domain_scores_codex":[0.9965422,0.00204296,0.0001748174,0.0002640106,0.0006279051,0.0003480135],"domain_scores_gemma":[0.9854487,0.009261785,0.001130417,0.0005001235,0.0009197675,0.002739235],"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":[0.00004957651,0.0000869122,0.0003947691,0.0007287491,0.00001154361,0.0001684161,0.009372637,0.00008279763,0.0001030136,0.2644976,0.6539778,0.07052632],"study_design_scores_gemma":[0.0000104263,0.00001301364,0.0004885414,0.0006150361,0.000003135061,0.0000954053,0.007647499,0.00002576033,0.00004427717,0.03965818,0.9513892,0.000009474273],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002871288,0.2978233,0.000888717,0.2281114,0.02803854,0.00004538549,0.0001892018,0.0001874437,0.4418447],"genre_scores_gemma":[0.2341771,0.2794223,0.002281307,0.07294842,0.07644158,0.0003257557,0.0004810993,0.0005611524,0.3333613],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05262112,"threshold_uncertainty_score":0.1760352,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1535861453","doi":"10.1080/17512780701768568","title":"THE INTERNET, MOBILE PHONES AND BLOGGING","year":2008,"lang":"en","type":"article","venue":"Journalism Practice","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":98,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Immediacy; Transparency (behavior); Scrutiny; Interactivity; Accountability; Documentation; Public relations; The Internet; Journalism; Political science; News media; Sociology; Media studies; Law; Multimedia","authors":[{"name":"Rena Bivens","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04055488398143368,"gpt":0.3570267872065791,"spread":0.3164719032251454,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001156502,0.0003341161,0.0002184065,0.002133764,0.001872799,0.007431882,0.0004544515,0.001234214,0.008421303],"category_scores_gemma":[0.005719034,0.0002242485,0.0001934705,0.003171415,0.003812521,0.00663308,0.00235075,0.0009708113,0.001265156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006981795,"about_ca_system_score_gemma":0.0007750767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002077548,"about_ca_topic_score_gemma":0.003415102,"domain_scores_codex":[0.9985031,0.0007653134,0.00008181868,0.0001408524,0.000351209,0.0001577486],"domain_scores_gemma":[0.992254,0.00546683,0.001246073,0.0002763744,0.0003004557,0.0004563025],"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":[0.0007106661,0.0003670925,0.08062868,0.003433891,0.00008069352,0.003711766,0.09069079,0.0004254957,0.00347108,0.1105977,0.02249724,0.6833849],"study_design_scores_gemma":[0.00004608421,0.0005216016,0.09890659,0.002607996,0.00009833409,0.007039917,0.1371034,0.0003370102,0.001767889,0.02521452,0.7262391,0.0001173905],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4095905,0.06380717,0.002592634,0.01356966,0.001537759,0.00009900916,0.000228327,0.0001364489,0.5084385],"genre_scores_gemma":[0.9236025,0.03362855,0.002120831,0.002276345,0.001564936,0.00008220323,0.00009457034,0.00005044886,0.03657952],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008421303,"threshold_uncertainty_score":0.02817208,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1509187837","doi":"10.22230/cjc.2009v34n1a2154","title":"News as Entertainment: The Rise of Global Infotainment","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":95,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Entertainment; Advertising; Media studies; Political science; Internet privacy; Sociology; Business; Computer science; Law","authors":[{"name":"James Compton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01769691896698043,"gpt":0.3015222857646827,"spread":0.2838253667977022,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021184,0.0005583405,0.0003578762,0.002869042,0.002238951,0.01649852,0.0008399864,0.00315562,0.02237784],"category_scores_gemma":[0.005057865,0.0003462848,0.0003622308,0.002448387,0.005663425,0.01589444,0.006907406,0.004095868,0.003921356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001669063,"about_ca_system_score_gemma":0.0008843375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001448518,"about_ca_topic_score_gemma":0.001798397,"domain_scores_codex":[0.9987851,0.0004323531,0.00005505324,0.000193515,0.0003016941,0.0002323738],"domain_scores_gemma":[0.9937029,0.003547083,0.000417719,0.0004387099,0.0007282843,0.001165316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000111702,0.00006198096,0.003238346,0.0007470309,0.00003123328,0.0006545142,0.01540999,0.0002930297,0.001687589,0.4748789,0.2001189,0.3027668],"study_design_scores_gemma":[0.000007056821,0.00004911662,0.002069597,0.0005330249,0.0000137685,0.0004498614,0.00508614,0.0002630792,0.0006292013,0.01811896,0.9727551,0.00002501018],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03524789,0.08438578,0.006942209,0.1491228,0.007939885,0.00005398557,0.0007418781,0.0009877828,0.7145779],"genre_scores_gemma":[0.628625,0.1088407,0.007777368,0.07108019,0.0210524,0.0001139296,0.001249392,0.001051343,0.1602098],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02237784,"threshold_uncertainty_score":0.07486135,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2029195168","doi":"10.1080/10810730600934708","title":"“Live and Let Live”: An Analysis of HIV/AIDS-Related Stigma and Discrimination in International Campaign Posters","year":2006,"lang":"en","type":"article","venue":"Journal of Health Communication","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":93,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Stigma (botany); Declaration; Ideology; Human immunodeficiency virus (HIV); Sociology; Media studies; Psychology; Gender studies; Medicine; Law; Politics; Political science; Family medicine; Psychiatry","authors":[{"name":"Leanne Johnny","is_ca":true},{"name":"Claudia Mitchell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02871861039258017,"gpt":0.3502770581481566,"spread":0.3215584477555764,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004273032,0.0004408243,0.0002383182,0.006896225,0.003922533,0.004103235,0.0005745654,0.0009098198,0.006865256],"category_scores_gemma":[0.01843096,0.0002315671,0.0003224854,0.004579945,0.004025433,0.002834066,0.002032471,0.001196453,0.0004640929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002355568,"about_ca_system_score_gemma":0.001334567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002528438,"about_ca_topic_score_gemma":0.003299918,"domain_scores_codex":[0.9961273,0.00250724,0.0001377546,0.0001206314,0.0008349997,0.0002720619],"domain_scores_gemma":[0.9705785,0.02426789,0.002437546,0.0005069993,0.001754484,0.0004545797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003408001,0.0002705207,0.02925719,0.001651648,0.00002802084,0.001593797,0.8837057,0.0001879399,0.003597251,0.02009466,0.003533178,0.05573936],"study_design_scores_gemma":[0.0000243264,0.0002216526,0.07608648,0.001158022,0.00004825377,0.0009985659,0.8627093,0.0007710465,0.001751809,0.002188317,0.05399974,0.00004243389],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9090303,0.0009710008,0.002278863,0.001601627,0.0001456428,0.000325989,0.0003520538,0.00003895733,0.08525562],"genre_scores_gemma":[0.9927893,0.0007132413,0.001252293,0.00018402,0.0001184037,0.0001985168,0.0002452908,0.00004077434,0.004458243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006896225,"threshold_uncertainty_score":0.02296656,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1995535237","doi":"10.1177/1464884914545728","title":"Objects of journalism and the news","year":2014,"lang":"en","type":"article","venue":"Journalism","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":86,"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; Materiality (auditing); Sociology; Perspective (graphical); Limiting; Value (mathematics); Context (archaeology); Epistemology; Technical Journalism; Object (grammar); Media studies; Aesthetics; Computer science; History; Art; Visual arts; Engineering","authors":[{"name":"C. W. Anderson","is_ca":false},{"name":"Juliette De Maeyer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02469069976878738,"gpt":0.3090678678119254,"spread":0.284377168043138,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01852544,0.0004185313,0.0007248034,0.01555727,0.006771108,0.03634857,0.001003196,0.001974262,0.006026112],"category_scores_gemma":[0.03923998,0.0005891212,0.0004598643,0.01384746,0.02488149,0.02662278,0.006450586,0.00261151,0.0006346736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004136268,"about_ca_system_score_gemma":0.002158753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006479535,"about_ca_topic_score_gemma":0.000548463,"domain_scores_codex":[0.9744855,0.0162397,0.001642295,0.001270631,0.005392871,0.0009690236],"domain_scores_gemma":[0.8875705,0.08832237,0.01188648,0.004801495,0.004195383,0.003223777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008072962,0.00004939319,0.00747278,0.0006860293,0.00003728671,0.0001957246,0.0581845,0.00009974635,0.0004548646,0.8949192,0.003926035,0.03389366],"study_design_scores_gemma":[0.00005945842,0.0001331228,0.0197969,0.001285245,0.00006451106,0.0008906419,0.07312115,0.0002920782,0.0008609064,0.4701931,0.4332214,0.00008156968],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1699724,0.0368353,0.03028986,0.05866226,0.003878145,0.000195142,0.0005261744,0.0003058031,0.6993349],"genre_scores_gemma":[0.9625813,0.01225243,0.005409033,0.002592397,0.004627716,0.000162094,0.0002459064,0.000178752,0.0119504],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03634857,"threshold_uncertainty_score":0.09797305,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2793321426","doi":"10.1177/1464884918760669","title":"Dealing with the mess (we made): Unraveling hybridity, normativity, and complexity in journalism studies","year":2018,"lang":"en","type":"article","venue":"Journalism","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":81,"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":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","keywords":"Hybridity; Scholarship; Field (mathematics); Journalism; Epistemology; Sociology; Software deployment; Object (grammar); Focus (optics); Binary opposition; Computer science; Political science; Media studies; Law; Philosophy; Artificial intelligence; Anthropology; Mathematics","authors":[{"name":"Tamara Witschge","is_ca":false},{"name":"C. W. Anderson","is_ca":false},{"name":"David Domingo","is_ca":false},{"name":"Alfred Hermida","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1789478271050292,"gpt":0.3929769648360569,"spread":0.2140291377310276,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.07555275,0.0006991892,0.001377108,0.006005354,0.0130788,0.02572726,0.00265913,0.004012444,0.002241517],"category_scores_gemma":[0.09842794,0.0009699835,0.0007741517,0.00361094,0.1509718,0.04355547,0.02271179,0.008398416,0.0003552841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005509379,"about_ca_system_score_gemma":0.006169105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001787801,"about_ca_topic_score_gemma":0.002005931,"domain_scores_codex":[0.9286324,0.05840551,0.002052919,0.003539154,0.006070404,0.001299455],"domain_scores_gemma":[0.8608232,0.109075,0.006898002,0.01487255,0.004963447,0.003367931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003121593,0.0000180728,0.002182726,0.0001489959,0.00002664894,0.0001264878,0.1008079,0.0002779822,0.0003261596,0.8840387,0.0007183253,0.01129685],"study_design_scores_gemma":[0.00001191026,0.00002996699,0.000656352,0.0002602712,0.00001421472,0.0001327597,0.02984821,0.0007010979,0.0002498725,0.9507802,0.01727787,0.00003740933],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2724851,0.01635893,0.3891768,0.1839643,0.003044437,0.0002646278,0.0001066717,0.0003497574,0.1342494],"genre_scores_gemma":[0.9709001,0.001097165,0.0234439,0.002562445,0.00056132,0.0001616727,0.00001709535,0.0001019938,0.00115423],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9869212,"threshold_uncertainty_score":0.3995659,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2076345108","doi":"10.1177/1748048512439812","title":"The geography of foreign news on television","year":2012,"lang":"en","type":"article","venue":"International Communication Gazette","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":79,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Multinational corporation; Globalization; China; Politics; Political science; News bureau; Order (exchange); Foreign policy; Advertising; Media studies; News media; Economy; Sociology; Business; Law; Economics","authors":[{"name":"Jürgen Wilke","is_ca":false},{"name":"Christine Heimprecht","is_ca":false},{"name":"Akiba A. Cohen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03911794256907263,"gpt":0.3443613276562777,"spread":0.3052433850872051,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006153513,0.0001229871,0.0002242641,0.005021081,0.0006820819,0.004251439,0.0002023493,0.0002079442,0.004657218],"category_scores_gemma":[0.005340624,0.0001150718,0.0001150088,0.007137127,0.00172372,0.001850075,0.00114247,0.0002731086,0.0004670446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001756246,"about_ca_system_score_gemma":0.0004677543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01228958,"about_ca_topic_score_gemma":0.008177341,"domain_scores_codex":[0.9989678,0.0005714585,0.00004908617,0.0001118152,0.0001552327,0.0001446405],"domain_scores_gemma":[0.9955832,0.002192699,0.001234212,0.000207312,0.0005177798,0.0002647737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003642972,0.00006118997,0.7459626,0.0007099627,0.0001222564,0.002309864,0.08517722,0.001199508,0.002735774,0.0511152,0.00620706,0.104035],"study_design_scores_gemma":[0.00000822146,0.00007180757,0.8771039,0.0002332328,0.00004434238,0.000871866,0.07916299,0.0003881814,0.0006253191,0.001893648,0.03957091,0.00002544279],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8992001,0.003160893,0.0004857836,0.0007502481,0.0000429124,0.00002414939,0.0009053618,0.00002149576,0.09540904],"genre_scores_gemma":[0.9962547,0.001503198,0.0001335743,0.00003025295,0.00004708675,0.000006667312,0.0002749782,0.00001019975,0.001739372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01228958,"threshold_uncertainty_score":0.02443612,"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","authors":[{"name":"Nicole Blanchett","is_ca":true}],"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001666123,0.0008381846,0.0005904158,0.007013642,0.003236037,0.01632778,0.001085656,0.001361001,0.3986154],"category_scores_gemma":[0.01806568,0.0004961908,0.0003149186,0.01007815,0.001167446,0.008346396,0.003189398,0.0024154,0.2434826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005119477,"about_ca_system_score_gemma":0.00580382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04257572,"about_ca_topic_score_gemma":0.06071769,"domain_scores_codex":[0.9969575,0.000217466,0.0002351534,0.0004111843,0.001830588,0.0003480055],"domain_scores_gemma":[0.9878559,0.001904225,0.0008587874,0.001260848,0.005857988,0.002262373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00004863082,0.0000101767,0.0006732139,0.0001719326,0.000004173217,0.00007208083,0.0004545733,0.00003704347,0.0003079448,0.02152661,0.9124013,0.06429235],"study_design_scores_gemma":[0.000002225471,0.000004509964,0.000640752,0.00003516816,9.95217e-7,0.00002409567,0.0001518993,0.00001268787,0.00005651028,0.0003829954,0.9986839,0.000004257063],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002272251,0.002221892,0.0009193365,0.008821915,0.01009546,0.0001368437,0.01904426,0.00156555,0.9549224],"genre_scores_gemma":[0.01221786,0.00425689,0.00144256,0.002188217,0.002677071,0.0001084468,0.01417159,0.001281284,0.9616561],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3986154,"threshold_uncertainty_score":0.8578021,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3011474499","doi":"10.1177/1077699020911882","title":"Post-Publication Gatekeeping: The Interplay of Publics, Platforms, Paraphernalia, and Practices in the Circulation of News","year":2020,"lang":"en","type":"article","venue":"Journalism & Mass Communication Quarterly","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":75,"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 of Canada","keywords":"Publics; Gatekeeping; Paraphernalia; Consumption (sociology); Circulation (fluid dynamics); Journalism; Public relations; News media; Advertising; Political science; Digital media; Sociology; Media studies; Business; Social science; Law","authors":[{"name":"Alfred Hermida","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05894701995729703,"gpt":0.3562353209004805,"spread":0.2972883009431835,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.005738406,0.0002163241,0.0002812156,0.002824529,0.004271904,0.01417336,0.0007233605,0.001244449,0.00518173],"category_scores_gemma":[0.02763162,0.0003897496,0.0002221351,0.002677105,0.009296613,0.01157262,0.004626614,0.001805704,0.0006376216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002408727,"about_ca_system_score_gemma":0.002614201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003973125,"about_ca_topic_score_gemma":0.005033011,"domain_scores_codex":[0.9956601,0.002237625,0.0001955839,0.0004677088,0.0008718394,0.0005671663],"domain_scores_gemma":[0.9671853,0.01857802,0.007696731,0.002663671,0.002201624,0.0016747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004679289,0.0003768807,0.1795221,0.0003755762,0.00008924973,0.001572143,0.4028821,0.0004742839,0.006137924,0.2116567,0.005034607,0.1914104],"study_design_scores_gemma":[0.00006737796,0.0005025017,0.3770705,0.0008381017,0.0001581175,0.00101331,0.355206,0.002475074,0.005366443,0.1002561,0.1568682,0.0001782321],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8677232,0.001058041,0.006796237,0.006031949,0.0001424378,0.00005087292,0.0001161661,0.0001320225,0.117949],"genre_scores_gemma":[0.9966445,0.0002931016,0.0006752157,0.000132262,0.0000740812,0.00001440735,0.00002587899,0.00003355525,0.002106926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9858266,"threshold_uncertainty_score":0.03034794,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4210978447","doi":"10.1075/dapsac.35","title":"Editorials and the Power of Media","year":2010,"lang":"en","type":"book","venue":"Discourse approaches to politics, society and culture","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":73,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Framing (construction); Politics; Construct (python library); Media studies; Identity (music); Sociology; Political communication; Power (physics); News media; Political science; Aesthetics; Computer science; History; Art; Law","authors":[{"name":"Élisabeth Le","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05878022462644504,"gpt":0.2950887032754491,"spread":0.2363084786490041,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006440768,0.000522194,0.0004199677,0.004466683,0.007239348,0.02269309,0.001152967,0.001661147,0.01454941],"category_scores_gemma":[0.03431375,0.0005521406,0.0002789347,0.00332735,0.009150238,0.01268605,0.00421257,0.002902952,0.003623298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003061179,"about_ca_system_score_gemma":0.00349847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00134318,"about_ca_topic_score_gemma":0.00204017,"domain_scores_codex":[0.9907491,0.004077082,0.0003067144,0.0009379023,0.003393567,0.0005357061],"domain_scores_gemma":[0.951891,0.0361244,0.002721289,0.002093617,0.004736197,0.00243349],"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":[0.00005121077,0.00003953256,0.0007179599,0.0003644987,0.00001283832,0.0003559252,0.03536367,0.0001546246,0.0006221928,0.710489,0.1721554,0.07967321],"study_design_scores_gemma":[0.00001685457,0.00001953673,0.0007618396,0.0004327101,0.00001000056,0.000164293,0.005741694,0.0001430168,0.0003122695,0.0442805,0.9481037,0.00001363816],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009017691,0.01139862,0.00206843,0.01890625,0.006987321,0.00004524134,0.00009145288,0.0001198744,0.9513652],"genre_scores_gemma":[0.4531884,0.01603403,0.002919511,0.007837867,0.03397498,0.0001871418,0.0002051299,0.0005838882,0.485069],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02269309,"threshold_uncertainty_score":0.04867262,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1963511953","doi":"10.1080/1461670x.2014.882483","title":"Why democracies need a Functional Definition of Journalism now more than ever","year":2014,"lang":"en","type":"article","venue":"Journalism Studies","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":72,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Journalism; Normative; Meaning (existential); Sociology; Epistemology; Class (philosophy); Presentation (obstetrics); Computer science; Political science; Law; Media studies; Philosophy","authors":[{"name":"Ivor Shapiro","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08313396524454464,"gpt":0.3311172263163369,"spread":0.2479832610717922,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02615304,0.0006041201,0.0009403653,0.00535963,0.007514431,0.02850961,0.001972368,0.006421859,0.005942568],"category_scores_gemma":[0.04847146,0.0005533261,0.0006289617,0.003665763,0.05323511,0.04264566,0.005441262,0.0104477,0.002037506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005849966,"about_ca_system_score_gemma":0.004147673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002023184,"about_ca_topic_score_gemma":0.001792532,"domain_scores_codex":[0.976152,0.01369456,0.001531563,0.002564887,0.004466726,0.001590218],"domain_scores_gemma":[0.9314614,0.03883277,0.004245023,0.008406308,0.01110664,0.005947842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001399729,0.00001301591,0.0004977081,0.00006924598,0.000004109057,0.00001932055,0.003831584,0.00003879139,0.00008107248,0.9825794,0.005859322,0.006992519],"study_design_scores_gemma":[0.00001870713,0.00003546003,0.001755232,0.0004210259,0.000007574592,0.000149473,0.009211468,0.0002429152,0.0001583929,0.8381413,0.1498228,0.00003551005],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03630504,0.02206016,0.03093597,0.5768106,0.007074418,0.00009486599,0.0001759148,0.0002880424,0.326255],"genre_scores_gemma":[0.9133189,0.008051125,0.01239465,0.04250722,0.008113721,0.0002807023,0.0002374983,0.0003872333,0.01470894],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02850961,"threshold_uncertainty_score":0.1383122,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3127232380","doi":"10.1177/2056305121990643","title":"The Promoter, Celebrity, and Joker Roles in Journalists’ Social Media Performance","year":2021,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":71,"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":"Operationalization; CONTEST; Social media; Sociology; Context (archaeology); Media studies; Public relations; Political science; Social psychology; Psychology; Epistemology","authors":[{"name":"Claudia Mellado","is_ca":false},{"name":"Alfred Hermida","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03740260051385859,"gpt":0.3006782524218944,"spread":0.2632756519080358,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01300824,0.0003537386,0.0003682886,0.002333147,0.008157958,0.01357346,0.0009782894,0.001966007,0.001900625],"category_scores_gemma":[0.03436375,0.0004536588,0.0002193285,0.001120504,0.01414031,0.005373942,0.006906071,0.002333744,0.0005184641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002275114,"about_ca_system_score_gemma":0.004517259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002132229,"about_ca_topic_score_gemma":0.004264175,"domain_scores_codex":[0.9777929,0.01552319,0.0005675008,0.00128428,0.003131106,0.00170102],"domain_scores_gemma":[0.9596835,0.0249347,0.00566295,0.001157276,0.002418524,0.006143116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002025405,0.0001762344,0.04003159,0.0001602846,0.00003691472,0.0004694577,0.907617,0.00009724945,0.004010192,0.02796838,0.001188263,0.01804188],"study_design_scores_gemma":[0.00003401169,0.0002575254,0.04997846,0.0002367165,0.00004842637,0.0007988282,0.8975137,0.0006265233,0.002190379,0.01055653,0.03767836,0.00008054149],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9255543,0.0005808213,0.001833369,0.003308969,0.0001658988,0.00003297579,0.00001754992,0.00003934978,0.06846673],"genre_scores_gemma":[0.9975893,0.0001758915,0.0003135689,0.0001243958,0.00004999015,0.00001540913,0.000006622218,0.00002107658,0.001703774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01357346,"threshold_uncertainty_score":0.06879497,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2153423075","doi":"10.1136/tc.2005.013854","title":"Every document and picture tells a story: using internal corporate document reviews, semiotics, and content analysis to assess tobacco advertising","year":2006,"lang":"en","type":"article","venue":"Tobacco Control","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":70,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"National Cancer Institute; Flight Attendant Medical Research Institute","keywords":"Tobacco industry; Semiotics; Advertising; Content analysis; Promotion (chess); Computer science; Sociology; Business; Political science; Linguistics; Social science","authors":[{"name":"Stewart Anderson","is_ca":false},{"name":"Timothy Dewhirst","is_ca":true},{"name":"Pamela M. Ling","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06676342098341588,"gpt":0.321541658656726,"spread":0.2547782376733101,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02640146,0.0004575514,0.0004178793,0.01418705,0.003559203,0.008741764,0.0006056215,0.0007821036,0.0007581301],"category_scores_gemma":[0.07784516,0.0003943976,0.0002815118,0.007306118,0.006469813,0.006862007,0.003312266,0.0009983348,0.0003298649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003675897,"about_ca_system_score_gemma":0.003964789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003025593,"about_ca_topic_score_gemma":0.005611253,"domain_scores_codex":[0.9528919,0.03850639,0.001675179,0.001000187,0.005410924,0.0005153348],"domain_scores_gemma":[0.8261485,0.1411441,0.01166667,0.005060846,0.01475701,0.001222973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002682845,0.0001119516,0.03851525,0.001032845,0.00007859152,0.0005936867,0.7246532,0.0002643614,0.004904144,0.02440182,0.003204403,0.2019713],"study_design_scores_gemma":[0.00006154239,0.0005339247,0.07950658,0.002281167,0.0002442655,0.002321041,0.7230171,0.003727653,0.01953217,0.02866041,0.1398614,0.000252652],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8874992,0.006077992,0.03789572,0.002876738,0.0002119005,0.0007612477,0.0003238306,0.0001771697,0.06417619],"genre_scores_gemma":[0.9543433,0.002076454,0.03870707,0.0003211918,0.0001209894,0.0008380206,0.0002438344,0.00009738854,0.003251738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02640146,"threshold_uncertainty_score":0.1396259,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4235906586","doi":"10.4324/9780203812266","title":"Television and the Quality of Life","year":2013,"lang":"en","type":"book","venue":"","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":68,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Computer science","authors":[{"name":"Robert Kubey","is_ca":false},{"name":"Mihalyi Csikszentmihalyi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0777832666244208,"gpt":0.3650984358816023,"spread":0.2873151692571815,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003678521,0.0001180483,0.0001160162,0.0009731798,0.0005522136,0.00285571,0.0002227124,0.000450387,0.00755476],"category_scores_gemma":[0.001381705,0.00005580802,0.0001219037,0.001619317,0.001654667,0.001427187,0.001091306,0.0007477212,0.0007433397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001460246,"about_ca_system_score_gemma":0.0006259487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005595409,"about_ca_topic_score_gemma":0.006262129,"domain_scores_codex":[0.9995195,0.0002114643,0.00001939261,0.00003652578,0.0001526507,0.00006052501],"domain_scores_gemma":[0.9993987,0.000291213,0.000111025,0.00002782387,0.00007813742,0.00009308935],"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":[0.00005801871,0.0001236128,0.05193832,0.0006028341,0.00007829145,0.0003466966,0.02066059,0.0006438738,0.0005709097,0.3255194,0.1492241,0.4502333],"study_design_scores_gemma":[0.000007579382,0.00008654469,0.1080063,0.001149773,0.00002705321,0.0009295854,0.01109635,0.0001965409,0.0002489393,0.04500756,0.833212,0.00003185878],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08863552,0.1581223,0.001180829,0.03082615,0.001034525,0.00003765767,0.001279104,0.00009195811,0.718792],"genre_scores_gemma":[0.8286227,0.1054305,0.001741633,0.003687072,0.0009018946,0.0000742958,0.0007657994,0.00005547611,0.05872064],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.00755476,"threshold_uncertainty_score":0.0252732,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385744235","doi":"10.59962/9780774821384","title":"The Media Gaze","year":2011,"lang":"en","type":"book","venue":"University of British Columbia Press eBooks","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":68,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Gaze; Computer science; Geography; Artificial intelligence","authors":[{"name":"Augie Fleras","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0310645308997159,"gpt":0.2089870085825377,"spread":0.1779224776828218,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001087524,0.0009443622,0.0003579601,0.004901673,0.0182834,0.01819835,0.001088517,0.002374191,0.03865836],"category_scores_gemma":[0.002973506,0.0004180026,0.0003609056,0.004695646,0.01585709,0.009406314,0.005002316,0.003285084,0.009551118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03836552,"about_ca_system_score_gemma":0.03871677,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8122944,"about_ca_topic_score_gemma":0.8684172,"domain_scores_codex":[0.998356,0.0002249375,0.0000269955,0.0001870757,0.0008033318,0.0004015708],"domain_scores_gemma":[0.9984023,0.0003868123,0.00006798531,0.000138802,0.000730888,0.0002732484],"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":[0.00002069601,0.000008838409,0.0003695835,0.0001719592,0.00000373863,0.0001855528,0.02909583,0.00006351984,0.0004133882,0.6017696,0.2845397,0.08335762],"study_design_scores_gemma":[8.846388e-7,0.000001676024,0.0002668282,0.0001656823,0.000001930692,0.00004968502,0.003032736,0.00001380249,0.000065115,0.004396571,0.9919996,0.000005645656],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001254025,0.01556361,0.0006545493,0.01040466,0.001060113,0.00002039062,0.0001614718,0.0001349805,0.970746],"genre_scores_gemma":[0.0820533,0.02824373,0.0009940076,0.00600965,0.0008556575,0.00005257783,0.0002470308,0.0003067073,0.8812373],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8122944,"threshold_uncertainty_score":0.3776221,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2340820061","doi":"10.1177/1464884916636142","title":"News values on social media: News organizations’ Facebook use","year":2016,"lang":"en","type":"article","venue":"Journalism","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":67,"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":"Social media; Cyberpsychology; Internet privacy; Business; Advertising; Computer science; World Wide Web","authors":[{"name":"Ahmed Al‐Rawi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08296056963660237,"gpt":0.3381395240374923,"spread":0.2551789544008899,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001113806,0.0001710761,0.0001607782,0.001874094,0.0012864,0.003724335,0.0002346666,0.0004398392,0.002935278],"category_scores_gemma":[0.008950525,0.0001654386,0.0001299931,0.001305693,0.0006884234,0.002431473,0.001359369,0.000635283,0.0005177236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004085275,"about_ca_system_score_gemma":0.0003154562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001519085,"about_ca_topic_score_gemma":0.003294866,"domain_scores_codex":[0.9989641,0.0005508016,0.00005701737,0.00007200964,0.0002470319,0.0001090899],"domain_scores_gemma":[0.9891425,0.006259428,0.002785984,0.0003451817,0.0006738636,0.0007929799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002710812,0.0002368156,0.7225199,0.0002401921,0.0001099626,0.0006103492,0.1941385,0.00007179206,0.002613509,0.002716588,0.002477976,0.07399343],"study_design_scores_gemma":[0.000009329267,0.0001186951,0.7089788,0.0002069387,0.00005816614,0.0007140819,0.2658385,0.0005259688,0.001135695,0.0005796056,0.02180087,0.00003327124],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784942,0.0003176173,0.0001356439,0.0003364966,0.0000321279,0.00001224554,0.0001140292,0.000007861606,0.02054995],"genre_scores_gemma":[0.9983247,0.0002644251,0.0001093196,0.0000468412,0.00003803626,0.00001086628,0.0000782623,0.000005077695,0.001122481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003724335,"threshold_uncertainty_score":0.009819508,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4252802652","doi":"10.5406/illinois/9780252040726.001.0001","title":"Media Localism","year":2017,"lang":"en","type":"book","venue":"University of Illinois Press eBooks","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":65,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Localism; Journalism; Political science; Newspaper; Politics; Democracy; Media studies; Sociology; Law","authors":[{"name":"Christopher Ali","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05309038846170399,"gpt":0.2580987088915337,"spread":0.2050083204298297,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001073707,0.0005769468,0.0003147088,0.001591902,0.005618678,0.009689511,0.0009484509,0.002147127,0.02365704],"category_scores_gemma":[0.002077116,0.0002534177,0.0003581017,0.001639454,0.01325326,0.009431313,0.005405721,0.003493725,0.00647915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007237641,"about_ca_system_score_gemma":0.003498165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004513033,"about_ca_topic_score_gemma":0.006322616,"domain_scores_codex":[0.9985673,0.0006721485,0.00003408637,0.0002447273,0.0002918248,0.0001898],"domain_scores_gemma":[0.9991078,0.0003610495,0.00006006293,0.0001688565,0.0001684924,0.0001337653],"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":[0.000007395424,0.000008841318,0.00008352303,0.00008896985,0.000001837001,0.000077212,0.006608581,0.00007216655,0.0000682583,0.9303658,0.0473153,0.01530214],"study_design_scores_gemma":[0.000002758402,0.000007493939,0.0001054312,0.0002238138,0.000002774919,0.00009588684,0.002682112,0.00005536083,0.0001160398,0.04886503,0.9478384,0.000004958129],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001617476,0.007169145,0.001427995,0.008500172,0.0006263439,0.00002203494,0.0000393783,0.00007520934,0.9805222],"genre_scores_gemma":[0.229132,0.01258159,0.001453378,0.009410849,0.002083106,0.0001738159,0.0001422584,0.0002890462,0.744734],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02365704,"threshold_uncertainty_score":0.0791406,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4377254820","doi":"10.1515/9780773572447","title":"Something New in the Air","year":2005,"lang":"en","type":"book","venue":"McGill-Queen's University Press eBooks","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":63,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Environmental science; Meteorology; Geography","authors":[{"name":"Lorna Roth","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03129168414244576,"gpt":0.260189943067288,"spread":0.2288982589248422,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001205703,0.000577503,0.0004445197,0.001621188,0.01005982,0.01369243,0.0009353613,0.002194594,0.02286275],"category_scores_gemma":[0.002008161,0.000223292,0.0002956841,0.001575805,0.02342831,0.0107346,0.003032014,0.004591684,0.003120925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0180573,"about_ca_system_score_gemma":0.02524504,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5265077,"about_ca_topic_score_gemma":0.7086808,"domain_scores_codex":[0.9983387,0.0002930597,0.00002422241,0.0001897859,0.0006550121,0.0004991688],"domain_scores_gemma":[0.9989831,0.0002121489,0.00002744529,0.0001036585,0.0003990265,0.0002746322],"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":[0.000032501,0.00002069069,0.0003759663,0.0001662161,0.00000647996,0.0002562279,0.04559823,0.00005138372,0.0005593474,0.6780927,0.19866,0.07618036],"study_design_scores_gemma":[0.000001618606,0.000004060351,0.0002634394,0.0001123002,0.00000262101,0.00005309732,0.007997187,0.00001549636,0.00005720115,0.01134752,0.9801391,0.000006278834],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006443341,0.04450153,0.001389088,0.04606807,0.005844213,0.00002180063,0.0001529773,0.0001466259,0.8954324],"genre_scores_gemma":[0.1685839,0.03361992,0.001792387,0.01602138,0.002498513,0.00003916139,0.0001740002,0.000256246,0.7770145],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5265077,"threshold_uncertainty_score":0.9525616,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2908195014","doi":"","title":"The Invisibility of Latin American Scholarship in European Media and Communication Studies: Challenges and Opportunities of De-Westernization and Academic Cosmopolitanism","year":2019,"lang":"en","type":"article","venue":"Gredos (University of Salamanca)","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":60,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Scholarship; Westernization; Latin Americans; Invisibility; Context (archaeology); Media studies; Political science; Sociology; Social science; Gender studies; History; Law; Modernization theory","authors":[{"name":"Sarah Anne Ganter","is_ca":true},{"name":"Félix Ortega Mohedano","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1564535307408753,"gpt":0.3114621200208846,"spread":0.1550085892800093,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.04381715,0.0005209891,0.0005792323,0.004357807,0.004990212,0.01700159,0.001156767,0.001789248,0.001829337],"category_scores_gemma":[0.03016123,0.000188202,0.0003045825,0.005179538,0.02449018,0.008209961,0.009253436,0.004220414,0.0002015846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005623166,"about_ca_system_score_gemma":0.006925222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006917537,"about_ca_topic_score_gemma":0.01002941,"domain_scores_codex":[0.9849045,0.01077493,0.0007226742,0.001010564,0.001797396,0.0007898829],"domain_scores_gemma":[0.9657052,0.02557215,0.002130592,0.002379938,0.003445407,0.0007666769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001007485,0.0000469097,0.009046753,0.001175117,0.00007583231,0.0005733503,0.1947605,0.0001809219,0.0008414595,0.6513576,0.007138112,0.1347028],"study_design_scores_gemma":[0.00003005019,0.00005622608,0.01661689,0.008497621,0.00008467236,0.0007022521,0.2173529,0.0003045883,0.001049785,0.1416471,0.6136048,0.0000531516],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2161998,0.1784547,0.009937142,0.2981483,0.005821132,0.00006463566,0.00008149321,0.00009792344,0.291195],"genre_scores_gemma":[0.9270802,0.03794981,0.003845464,0.02123665,0.003413507,0.00009492253,0.00005820604,0.0001232053,0.006198058],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9950098,"threshold_uncertainty_score":0.23173,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2896311216","doi":"","title":"The Panama and Paradise Papers. The Rise of a Global Fourth Estate","year":2018,"lang":"en","type":"article","venue":"QUT ePrints (Queensland University of Technology)","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":59,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Victoria Park","funders":"","keywords":"Fourth Estate; Journalism; Paradise; Politics; Sociology; Globalization; Estate; Work (physics); Scale (ratio); Real estate; Public relations; Media studies; Political science; Social science; Law; History","authors":[{"name":"Peter Berglez","is_ca":false},{"name":"Amanda Gearing","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009920400792856382,"gpt":0.2438969395422633,"spread":0.2339765387494069,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01299868,0.0003460292,0.0003268534,0.003563142,0.008507054,0.01955682,0.0009603698,0.004223195,0.009849005],"category_scores_gemma":[0.02864304,0.0004814191,0.0004017306,0.002992958,0.02394366,0.02038607,0.009490539,0.004970379,0.0005685556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002505119,"about_ca_system_score_gemma":0.001996326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001078148,"about_ca_topic_score_gemma":0.0014989,"domain_scores_codex":[0.9910688,0.00544549,0.0002446832,0.001150314,0.001647497,0.0004431638],"domain_scores_gemma":[0.9657957,0.01906503,0.005291909,0.005237273,0.001773656,0.002836443],"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":[0.00005924211,0.00003114697,0.002788298,0.0001525821,0.00001268545,0.0008125801,0.05642693,0.00006066668,0.0004834157,0.9083624,0.007894164,0.0229158],"study_design_scores_gemma":[0.00003189369,0.0001148871,0.004115375,0.0003744862,0.00001535848,0.001221285,0.03823495,0.0001503505,0.0008718354,0.1199391,0.8348914,0.00003907992],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.173967,0.0169688,0.01052509,0.08666697,0.003446834,0.0001472831,0.000164541,0.0001745898,0.7079388],"genre_scores_gemma":[0.938986,0.002550656,0.004269843,0.003608974,0.001093684,0.000106706,0.00005386416,0.00008597886,0.04924421],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01955682,"threshold_uncertainty_score":0.06874442,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2148263367","doi":"10.1177/1940161211433838","title":"Political Photography, Journalism, and Framing in the Digital Age: The Management of Visual Media by the Prime Minister of Canada","year":2012,"lang":"en","type":"article","venue":"The International Journal of Press/Politics","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":58,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Framing (construction); Gatekeeping; Journalism; Voyeurism; Mainstream; Media studies; Politics; Digital media; Sociology; Newspaper; Public relations; Political science; Law; History; Psychology","authors":[{"name":"Alex Marland","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02618559656517692,"gpt":0.3247999220278292,"spread":0.2986143254626523,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002152151,0.0002830383,0.0001832726,0.002056482,0.01721263,0.01288891,0.0008809663,0.000958447,0.003540225],"category_scores_gemma":[0.00908542,0.000273508,0.0001522908,0.002722929,0.01135565,0.002610899,0.003336493,0.001650452,0.0002478727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05006444,"about_ca_system_score_gemma":0.04113801,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9147332,"about_ca_topic_score_gemma":0.9454445,"domain_scores_codex":[0.997749,0.0006639195,0.00002912067,0.0001856049,0.0007260938,0.0006461504],"domain_scores_gemma":[0.9948387,0.001337519,0.0008925677,0.0002306614,0.001353522,0.001347102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003476464,0.0001903176,0.1045994,0.0002955271,0.00003569815,0.001451313,0.6610487,0.000396024,0.00348183,0.06829686,0.02572051,0.1341363],"study_design_scores_gemma":[0.00002674873,0.00007701744,0.213248,0.0002440793,0.00005465115,0.0003892102,0.5704172,0.0005489698,0.001824472,0.006399616,0.2066522,0.0001177648],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7720779,0.00425272,0.0007305359,0.02415252,0.0001849495,0.00005748559,0.0001392403,0.00004540253,0.1983593],"genre_scores_gemma":[0.9925573,0.0009570254,0.000187568,0.0004455699,0.00003741307,0.000006609091,0.00001974441,0.00000976465,0.005779039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08526677,"threshold_uncertainty_score":0.3632446,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2604814730","doi":"10.1017/s0008423915000499","title":"Framing Immigration in the Canadian and British News Media","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Political Science","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":54,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"The King's University; Western University","funders":"","keywords":"Framing (construction); Immigration; Public opinion; Political science; News media; Politics; Content analysis; Immigration policy; Public policy; Frame analysis; Public relations; Media studies; Sociology; History; Social science; Law","authors":[{"name":"Andrea Lawlor","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0475173127131592,"gpt":0.3118242279096217,"spread":0.2643069151964625,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00348647,0.0004179944,0.0002901987,0.0129796,0.005373491,0.008842594,0.0008677883,0.0006294789,0.004491013],"category_scores_gemma":[0.02408294,0.0002829401,0.000257272,0.01536969,0.003174811,0.001979997,0.002531657,0.0009473541,0.0004469651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04308766,"about_ca_system_score_gemma":0.02454861,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9619107,"about_ca_topic_score_gemma":0.9674161,"domain_scores_codex":[0.9961293,0.000861002,0.0001131193,0.0003607138,0.001835143,0.000700735],"domain_scores_gemma":[0.9799151,0.006910592,0.002693099,0.0005964826,0.008778495,0.001106256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008978372,0.0001870817,0.3986785,0.00067885,0.0001468648,0.0009462174,0.4012023,0.001103693,0.003128284,0.01793742,0.02771618,0.1473768],"study_design_scores_gemma":[0.00002641685,0.00005348272,0.6803629,0.0008055224,0.0001144617,0.0001525744,0.2094107,0.001338968,0.001597656,0.001197652,0.1047883,0.0001514116],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8939166,0.001268836,0.0004777196,0.002582182,0.0001639165,0.0001249684,0.0039808,0.00005174588,0.09743331],"genre_scores_gemma":[0.9916279,0.0009064199,0.0006435993,0.0003157622,0.00006721973,0.00005293828,0.001290579,0.00003003117,0.005065437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04308766,"threshold_uncertainty_score":0.3126243,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1964231988","doi":"10.1177/016344370202400604","title":"Netscapes of power: convergence, consolidation and power in the Canadian mediascape","year":2002,"lang":"en","type":"article","venue":"Media Culture & Society","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":53,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Carleton University","funders":"","keywords":"Cyberspace; Technological convergence; Consolidation (business); The Internet; Media conglomerate; Sociology; New media; Public relations; Advertising; Media studies; Political science; Internet privacy; Business; Telecommunications; Media relations; Law; Engineering; Computer science; World Wide Web","authors":[{"name":"Dwayne Winseck","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02372035246123361,"gpt":0.2639331530168161,"spread":0.2402128005555825,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003247554,0.0004539373,0.0004603684,0.007223183,0.02891937,0.01884847,0.001859647,0.001430072,0.008318169],"category_scores_gemma":[0.01105598,0.0004462796,0.000293986,0.008956208,0.04117892,0.008433759,0.009686798,0.002248514,0.0002961592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1230801,"about_ca_system_score_gemma":0.0806364,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9605984,"about_ca_topic_score_gemma":0.9743497,"domain_scores_codex":[0.9951513,0.0008101658,0.00009762774,0.000577258,0.001996384,0.001367303],"domain_scores_gemma":[0.9947553,0.001458236,0.0004348056,0.0002708763,0.001753528,0.001327278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004824977,0.00001873851,0.009075757,0.0000617277,0.0000140742,0.0004685097,0.2144022,0.0004331663,0.0002468117,0.7330977,0.004690703,0.03744246],"study_design_scores_gemma":[0.00003028512,0.00004381322,0.05407907,0.0004112339,0.00004896787,0.000364717,0.4565902,0.002355863,0.0006339123,0.1130309,0.3722781,0.0001329267],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3726504,0.002683113,0.003848377,0.01486089,0.0001351478,0.00009110837,0.0001534257,0.00006043995,0.6055171],"genre_scores_gemma":[0.9849374,0.000506566,0.0005450033,0.0002804372,0.00001875016,0.00001620761,0.00002985194,0.00002546349,0.01364024],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1230801,"threshold_uncertainty_score":0.8930126,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2597878575","doi":"10.1177/1461444817698479","title":"Political journalists’ corporate and personal identities on Twitter profile pages: A comparative analysis in four Westminster democracies","year":2017,"lang":"en","type":"article","venue":"New Media & Society","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":52,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Politics; Identity (music); Social media; Media studies; Sociology; Political science; Public relations; Focus (optics); Law","authors":[{"name":"Folker Hanusch","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1900609581363616,"gpt":0.370868926918439,"spread":0.1808079687820774,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002042607,0.000150441,0.0003905417,0.004328846,0.004026045,0.004099777,0.000343997,0.0006318959,0.003357918],"category_scores_gemma":[0.006411845,0.0003388562,0.0001446266,0.005002678,0.002141996,0.002516299,0.001868119,0.0005978653,0.0005885056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002733165,"about_ca_system_score_gemma":0.001380333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05351954,"about_ca_topic_score_gemma":0.1579699,"domain_scores_codex":[0.9983279,0.0006433844,0.00008642311,0.0001665036,0.0003142218,0.0004616264],"domain_scores_gemma":[0.9936865,0.002782803,0.001534631,0.0001965672,0.001065795,0.0007337671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002359329,0.000119647,0.255099,0.0001315991,0.00002900106,0.001083051,0.7243413,0.00001990579,0.001049857,0.001273214,0.000958879,0.01565847],"study_design_scores_gemma":[0.000004193937,0.0000449778,0.3782378,0.00006928427,0.00001504546,0.0002750907,0.614285,0.00006540475,0.0002379282,0.000062663,0.006690667,0.00001193463],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972946,0.000121518,0.0000191269,0.0001118136,0.000004722992,0.000008892934,0.00004886554,8.400375e-7,0.002389545],"genre_scores_gemma":[0.9980512,0.0002662599,0.0000379609,0.00006755231,0.000008846724,0.00001342103,0.00007833164,0.00000427705,0.001472367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05351954,"threshold_uncertainty_score":0.106416,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2987943744","doi":"10.1080/17512786.2019.1689372","title":"From Social Media with News: Journalists’ Social Media Use for Sourcing and Verification","year":2019,"lang":"en","type":"article","venue":"Journalism Practice","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":52,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Faculty of Graduate Studies and Research, University of Alberta; Hong Kong Baptist University","keywords":"Social media; Media relations; Social media optimization; Context (archaeology); News media; Public relations; Perception; Political science; Advertising; Business; Psychology","authors":[{"name":"Xinzhi Zhang","is_ca":false},{"name":"Wenshu Li","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07569550188584773,"gpt":0.351670046778401,"spread":0.2759745448925532,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007285576,0.0002961858,0.0003013659,0.00232576,0.003105367,0.008824757,0.0005348906,0.00103505,0.004727992],"category_scores_gemma":[0.04059765,0.0003916266,0.0003193232,0.00193745,0.002213519,0.005631514,0.00319037,0.001318721,0.0007555291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001290325,"about_ca_system_score_gemma":0.001772267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004601753,"about_ca_topic_score_gemma":0.006902534,"domain_scores_codex":[0.9923011,0.004702537,0.0003941379,0.000401271,0.001689398,0.0005115081],"domain_scores_gemma":[0.9383364,0.03901441,0.01210189,0.002055451,0.005295374,0.003196574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003240547,0.0002648831,0.3291277,0.0006150437,0.0001575614,0.001418998,0.5463749,0.00007340282,0.003320408,0.003683041,0.004355407,0.1102846],"study_design_scores_gemma":[0.00005288011,0.0003534337,0.3886951,0.0007365727,0.0001346014,0.001304556,0.546756,0.0005567997,0.001959077,0.002476801,0.05686111,0.000113088],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9633134,0.001387231,0.0008752742,0.002426838,0.00009258139,0.00007035044,0.00009974091,0.00002350156,0.03171116],"genre_scores_gemma":[0.995771,0.0007278576,0.0006417057,0.0004077955,0.00009646961,0.00002991985,0.00005182521,0.00001521621,0.002258264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008824757,"threshold_uncertainty_score":0.03853029,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2558408591","doi":"10.22230/cjc.2016v41n4a2970","title":"Co-Created Learning: Decolonizing Journalism Education in Canada","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":52,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"University of Toronto","funders":"","keywords":"Journalism; Indigenous; Technical Journalism; Curriculum; Sociology; Decolonization; Citizen journalism; Political science; Media studies; Politics; Pedagogy; Law","authors":[{"name":"Miglena S. Todorova","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02242672816486525,"gpt":0.3027202570859252,"spread":0.28029352892106,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.006661569,0.00035391,0.0003991262,0.002389318,0.04176193,0.009344141,0.002797589,0.001755083,0.004495315],"category_scores_gemma":[0.012767,0.0003117182,0.0003537857,0.003533246,0.0185563,0.003816803,0.01018068,0.003299443,0.0002956294],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1059496,"about_ca_system_score_gemma":0.3018112,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9512423,"about_ca_topic_score_gemma":0.9870717,"domain_scores_codex":[0.9930965,0.001839709,0.00012796,0.0005716425,0.001729748,0.002634345],"domain_scores_gemma":[0.9833453,0.004533657,0.0009368092,0.0008857874,0.00394267,0.006355744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001671629,0.0003798735,0.02096633,0.0005258934,0.00002431217,0.003841342,0.7629651,0.0004719381,0.002451187,0.04449817,0.01572697,0.1479817],"study_design_scores_gemma":[0.00004815549,0.0001498004,0.02657398,0.0003946496,0.00003593619,0.000727764,0.6406209,0.000791765,0.001528951,0.005726568,0.3232987,0.0001027978],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8262333,0.002500177,0.002136137,0.02581616,0.0004001696,0.0003678718,0.0001078207,0.0001412999,0.142297],"genre_scores_gemma":[0.9815392,0.001038539,0.001566506,0.001157322,0.000034131,0.00004884086,0.00004396694,0.00003750212,0.01453383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9582381,"threshold_uncertainty_score":0.7687218,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2745273758","doi":"10.1177/1464884917722453","title":"Valuing subjectivity in journalism: Bias, emotions, and self-interest as tools in arts reporting","year":2017,"lang":"en","type":"article","venue":"Journalism","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":51,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Subjectivity; Objectivity (philosophy); Journalism; Scholarship; Sociology; Newspaper; Aesthetics; The arts; Media studies; Epistemology; Political science; Art; Law","authors":[{"name":"Phillipa Chong","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2370517019672648,"gpt":0.4138207359225256,"spread":0.1767690339552608,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03835632,0.0004924749,0.0005743306,0.004236409,0.006600393,0.01709046,0.001007462,0.001768839,0.001077338],"category_scores_gemma":[0.1134543,0.0004543183,0.0004233107,0.002083054,0.03141519,0.008557971,0.009786136,0.003384959,0.000211519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002915306,"about_ca_system_score_gemma":0.002259438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001183553,"about_ca_topic_score_gemma":0.001237273,"domain_scores_codex":[0.9270269,0.05946264,0.001823246,0.001567065,0.008735136,0.001385068],"domain_scores_gemma":[0.7960649,0.1597793,0.02444163,0.006191253,0.009174628,0.004348489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009009228,0.00005502253,0.02508929,0.0001410398,0.00002624356,0.0002635649,0.9383012,0.00005166701,0.001619582,0.01535851,0.0003458657,0.01865788],"study_design_scores_gemma":[0.00002790266,0.0001857167,0.04185357,0.0005871222,0.00004273386,0.0009375182,0.9038275,0.0004714665,0.002595434,0.02797906,0.02138065,0.0001112469],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9150631,0.001959501,0.009801454,0.006176814,0.0002577486,0.00009106439,0.0000253316,0.0000540808,0.06657079],"genre_scores_gemma":[0.9971565,0.0002866462,0.001018932,0.0003620964,0.0001443641,0.00004187746,0.000009428366,0.00003161878,0.0009485527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03835632,"threshold_uncertainty_score":0.20285,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W591614643","doi":"10.4324/9780203141625","title":"Eyes Everywhere","year":2013,"lang":"en","type":"book","venue":"","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":50,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0374081976431941,"gpt":0.3100312914865206,"spread":0.2726230938433266,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008799043,0.001248273,0.0008359139,0.001474988,0.004202529,0.01121734,0.001433471,0.003457591,0.641249],"category_scores_gemma":[0.005616762,0.0004927461,0.0007241091,0.001388078,0.001430709,0.008320577,0.006752831,0.004516128,0.5305471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001781608,"about_ca_system_score_gemma":0.00238546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004385015,"about_ca_topic_score_gemma":0.008916376,"domain_scores_codex":[0.9985306,0.0002436935,0.00006481556,0.0003043242,0.0006361696,0.0002203176],"domain_scores_gemma":[0.9979166,0.0002516079,0.0001039257,0.0002974921,0.000888855,0.0005414157],"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":[0.00001136564,0.000008509369,0.00006631716,0.00005746693,0.000001927306,0.00005409526,0.0003512099,0.000009672051,0.0001068799,0.006104123,0.9523016,0.04092678],"study_design_scores_gemma":[9.990016e-7,0.000002209325,0.00004899436,0.00003890578,4.876487e-7,0.00004139244,0.0001759821,0.000004425551,0.0000153098,0.0004378571,0.9992315,0.000002100919],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005162227,0.006099139,0.001531634,0.02684244,0.02205825,0.00008177057,0.001197687,0.001776415,0.9398965],"genre_scores_gemma":[0.002253629,0.001835067,0.000403726,0.005961684,0.002003646,0.00003738876,0.0004903442,0.0006150662,0.9863995],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.641249,"threshold_uncertainty_score":0.5117147,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2996429006","doi":"10.17645/mac.v7i4.2269","title":"From Peripheral to Integral? A Digital-Born Journalism Not for Profit in a Time of Crises","year":2019,"lang":"en","type":"article","venue":"Media and Communication","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":50,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Journalism; Conversation; Technical Journalism; Sociology; Citizen journalism; Digital media; Media studies; Public relations; Political science; Law","authors":[{"name":"Alfred Hermida","is_ca":true},{"name":"Mary Lynn Young","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0342801748854268,"gpt":0.3177494253623278,"spread":0.283469250476901,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004747448,0.0003221167,0.0004257845,0.001010935,0.03235595,0.02171424,0.00129407,0.002856402,0.00714356],"category_scores_gemma":[0.00795014,0.0003480713,0.0002445744,0.001529957,0.02777548,0.01065345,0.01162329,0.004862343,0.0008960945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0102788,"about_ca_system_score_gemma":0.01218223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02695841,"about_ca_topic_score_gemma":0.05396077,"domain_scores_codex":[0.9953467,0.002453095,0.0000778267,0.0004680452,0.0006723367,0.0009819942],"domain_scores_gemma":[0.9884786,0.003229861,0.000907817,0.0005720146,0.0009968865,0.005814851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001376941,0.0001212014,0.007186792,0.0001422545,0.00001392191,0.006982651,0.7944843,0.0001266508,0.001517612,0.1524007,0.01878941,0.0180968],"study_design_scores_gemma":[0.00001456814,0.00003923664,0.003533056,0.0001368914,0.00001228193,0.001185988,0.7157546,0.0002209033,0.0003862519,0.01235236,0.2663352,0.00002859289],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6663163,0.001500707,0.003942655,0.07659595,0.001064882,0.0001017128,0.00005626333,0.0001095796,0.2503121],"genre_scores_gemma":[0.9776847,0.000479118,0.0008213578,0.004723233,0.0001901881,0.00004037459,0.00002149384,0.00006347563,0.01597594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03235595,"threshold_uncertainty_score":0.07457829,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3122682829","doi":"","title":"Tweets and Truth: Journalism as a Discipline of Collaborative Verification","year":2012,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":50,"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; Technical Journalism; Negotiation; Individualism; Public relations; Ideology; Sociology; Focus (optics); Jurisdiction; Political science; Set (abstract data type); Media studies; Computer science; Law; Social science; Politics","authors":[{"name":"Alfred Hermida","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01551406654137641,"gpt":0.3258913917241594,"spread":0.3103773251827829,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02537553,0.0004175524,0.0006395558,0.006133192,0.008040931,0.02827287,0.001530499,0.003426447,0.006139689],"category_scores_gemma":[0.1374739,0.0005277155,0.0004844223,0.00682884,0.03005247,0.02745392,0.009133514,0.004633882,0.0008695717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004558554,"about_ca_system_score_gemma":0.00509193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002096709,"about_ca_topic_score_gemma":0.001346804,"domain_scores_codex":[0.9591326,0.02820984,0.001881467,0.00262988,0.006939426,0.001206929],"domain_scores_gemma":[0.7406362,0.2121932,0.02009109,0.01361829,0.009830547,0.003630759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002238414,0.00004951444,0.008460701,0.0004305372,0.0000463535,0.0003835216,0.1207353,0.0004958312,0.001204571,0.8070461,0.004816422,0.05610728],"study_design_scores_gemma":[0.00007391198,0.0001531117,0.008284289,0.00111409,0.00008711418,0.0006059144,0.05967645,0.003069405,0.003691466,0.7304574,0.1926541,0.0001327301],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.217603,0.01201394,0.1214951,0.1523013,0.004846117,0.0002481212,0.0005661623,0.0004653703,0.4904608],"genre_scores_gemma":[0.9819984,0.001389351,0.007279381,0.001908644,0.001957331,0.0001041763,0.00007235472,0.0001802671,0.005110067],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02827287,"threshold_uncertainty_score":0.1342002,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1969074954","doi":"10.1177/1464884915579330","title":"Why linking matters: A metajournalistic discourse analysis","year":2015,"lang":"en","type":"article","venue":"Journalism","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":49,"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":"News values; Transparency (behavior); Journalism; Newspaper; News media; Public relations; Context (archaeology); Political science; Perception; Media studies; Sociology; Psychology; History; Law","authors":[{"name":"Juliette De Maeyer","is_ca":true},{"name":"Avery E. Holton","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0870679279313929,"gpt":0.3880439894424886,"spread":0.3009760615110957,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05461979,0.000755815,0.0008979342,0.01390988,0.009898241,0.01716423,0.002470032,0.002914415,0.003918589],"category_scores_gemma":[0.08062584,0.0007596883,0.0007131154,0.01068352,0.01302799,0.02302033,0.009533857,0.003344976,0.0004069095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008202924,"about_ca_system_score_gemma":0.006416409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002658298,"about_ca_topic_score_gemma":0.003173478,"domain_scores_codex":[0.9672452,0.02478038,0.001589334,0.001716192,0.003839591,0.0008292745],"domain_scores_gemma":[0.8655638,0.1165096,0.00368303,0.0049933,0.008167287,0.001082954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006275838,0.0000470374,0.002683855,0.0004053491,0.00004912985,0.0002999651,0.8332965,0.0001243781,0.0007864333,0.1430444,0.001488502,0.01771186],"study_design_scores_gemma":[0.00004121461,0.00006767055,0.003589119,0.001638991,0.000165509,0.0004481428,0.7901673,0.0036595,0.002178188,0.1185972,0.07938899,0.00005810823],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6715788,0.006896998,0.1215387,0.03376716,0.0006276174,0.001307519,0.0009453574,0.0003039149,0.163034],"genre_scores_gemma":[0.9713562,0.001261251,0.02189041,0.0009100351,0.0001707591,0.0005393451,0.0002910078,0.0001572594,0.003423707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05461979,"threshold_uncertainty_score":0.2888605,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1573563988","doi":"10.1300/j082v49n01_02","title":"Homosexuality in TV Situation Comedies","year":2005,"lang":"en","type":"article","venue":"Journal of Homosexuality","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":49,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta; University of Calgary","funders":"","keywords":"Homosexuality; Sexual orientation; Male Homosexuality; Psychology; Demographics; Race (biology); Ethnic group; Theme (computing); Sodomy; Demography; Social psychology; Developmental psychology; Gender studies; Medicine; Sociology; Men who have sex with men; Human immunodeficiency virus (HIV)","authors":[{"name":"Gregory T. Fouts","is_ca":true},{"name":"Rebecca Inch","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06953523493514947,"gpt":0.3917366109899363,"spread":0.3222013760547868,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005369531,0.0001633382,0.0002217942,0.002403994,0.0008410921,0.0009253236,0.0002025894,0.000225906,0.00286131],"category_scores_gemma":[0.003418741,0.0001294079,0.0001706619,0.001310277,0.0005573403,0.0004216641,0.0006891473,0.0002981096,0.0001592213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005903994,"about_ca_system_score_gemma":0.0002997452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003815327,"about_ca_topic_score_gemma":0.006388381,"domain_scores_codex":[0.9993998,0.0002963287,0.00005082526,0.00005366575,0.0001317924,0.00006758768],"domain_scores_gemma":[0.9975818,0.001262002,0.0005472788,0.0001166999,0.0003097175,0.0001824916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006845373,0.0003452879,0.621574,0.001425352,0.0001350766,0.002227608,0.2616267,0.0001277138,0.01274559,0.001128711,0.001791316,0.09618812],"study_design_scores_gemma":[0.00001054499,0.0002405219,0.8544561,0.0002676305,0.00006179127,0.001585167,0.1304596,0.0001747954,0.001476854,0.0001301896,0.01111349,0.00002333085],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973469,0.0002097431,0.00006539761,0.00002969379,0.000008604355,0.00002836935,0.0001694936,0.000003628908,0.002138189],"genre_scores_gemma":[0.9981026,0.0004006795,0.0002508607,0.00003855896,0.00002026496,0.00005356451,0.0003498996,0.000004292587,0.0007793108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003815327,"threshold_uncertainty_score":0.009572089,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1993433110","doi":"10.1177/0267323105064044","title":"Is There a European Public Sphere?","year":2006,"lang":"en","type":"article","venue":"European Journal of Communication","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Public sphere; European union; Parliament; Political science; Framing (construction); European integration; European studies; Political economy; Media studies; Sociology; Law; Politics; History; Economics; International trade","authors":[{"name":"John Downey","is_ca":false},{"name":"Thomas Koenig","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05516270278293504,"gpt":0.2950397637034498,"spread":0.2398770609205148,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009884647,0.0003482369,0.0004987412,0.002526476,0.005076127,0.02474896,0.0007173407,0.004216352,0.01487934],"category_scores_gemma":[0.01232499,0.0002370727,0.0004245409,0.004690953,0.01595981,0.02164321,0.005835353,0.003317746,0.001957918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005056504,"about_ca_system_score_gemma":0.004894508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004613665,"about_ca_topic_score_gemma":0.002720047,"domain_scores_codex":[0.9939765,0.002858598,0.0001906382,0.0007565765,0.0009391194,0.001278566],"domain_scores_gemma":[0.9928253,0.002698911,0.001128127,0.0008650689,0.0009507335,0.001531916],"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":[0.0000298156,0.00002906016,0.002068477,0.00007971955,0.00001050408,0.0001173193,0.00928537,0.00003905486,0.0000807189,0.9484365,0.01416464,0.02565877],"study_design_scores_gemma":[0.0000162968,0.00003550839,0.00955305,0.0008916127,0.00001896427,0.0003089726,0.04247908,0.0001315484,0.0002845005,0.1881209,0.7581297,0.00002987225],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0621421,0.02223049,0.002891717,0.1728381,0.001754071,0.0000247446,0.0001658935,0.00006534391,0.7378876],"genre_scores_gemma":[0.9461001,0.009312344,0.0008562529,0.02143745,0.0009418736,0.00005523818,0.0001770712,0.00004683874,0.02107288],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02474896,"threshold_uncertainty_score":0.0522756,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}