{"meta":{"query_hash":"52bbab02dc49","filters":{"topic":"Media and Communication Studies"},"cohort_total":69,"direct_labels_cover":1,"predictions_cover":69,"exported":69,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/52bbab02dc49","api":"https://metacan.xera.ac/api/v1/cohort?topic=Media+and+Communication+Studies"},"results":[{"id":"W1491363156","doi":"","title":"L’héritage critique des concepts mobilisés en communication publique : quelles implications pour le chercheur ?","year":2014,"lang":"fr","type":"article","venue":"Commposite","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Proposition; Sociology; Criticism; Normative; Epistemology; Philosophy; Political science","score_opus":0.05647605839922442,"score_gpt":0.3850529342651087,"score_spread":0.3285768758658843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1491363156","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13020827,0.08609498,0.017626483,0.3908545,0.00047300788,0.00095289666,0.00005831119,0.00035687097,0.37337467],"genre_scores_gemma":[0.94780946,0.023903385,0.008152875,0.0024506846,0.00023856222,0.00033155328,0.00006447386,0.000036657457,0.017012361],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99329525,0.005070122,0.0005363302,0.00034515944,0.00023540856,0.000517745],"domain_scores_gemma":[0.9935728,0.0035539295,0.0002533476,0.0016226219,0.000720259,0.00027707452],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0023936224,0.00027664867,0.00039330957,0.0000867377,0.0026657246,0.0003090355,0.001748008,0.00034592437,0.00014946786],"category_scores_gemma":[0.0012886331,0.0003154434,0.00017808547,0.00059386675,0.0028817435,0.00069587625,0.00059891737,0.0006565064,0.00022182139],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007230684,0.0004304478,0.006956361,0.000083896055,0.0000760954,2.6869773e-7,0.060188327,0.000019929237,0.0014977184,0.87609726,0.021314034,0.033328447],"study_design_scores_gemma":[0.00055040466,0.00006887664,0.02959895,0.00030006465,0.00007864773,0.0000074441778,0.021073988,0.0005260516,0.000746946,0.13942994,0.807134,0.0004847403],"about_ca_topic_score_codex":0.011301338,"about_ca_topic_score_gemma":0.01026357,"teacher_disagreement_score":0.8176012,"about_ca_system_score_codex":0.00024428937,"about_ca_system_score_gemma":0.0005588516,"threshold_uncertainty_score":0.9999298},"labels":[],"label_agreement":null},{"id":"W1532589312","doi":"","title":"Du concept d'espace public à celui de relations publiques généralisées","year":2008,"lang":"fr","type":"article","venue":"Commposite","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Public space; Public sphere; Philosophy; Law; Politics","score_opus":0.05919751428549157,"score_gpt":0.3050602199947301,"score_spread":0.24586270570923852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1532589312","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.111282796,0.050931767,0.0015395546,0.60267526,0.0012991476,0.0002850934,0.000026783082,0.0002679972,0.2316916],"genre_scores_gemma":[0.9011816,0.021337306,0.0015447189,0.0030508616,0.0005515446,0.000056226574,0.000026219117,0.00002007249,0.0722315],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973324,0.0011791481,0.00032677007,0.0002314002,0.000367641,0.0005626257],"domain_scores_gemma":[0.99762756,0.0008145381,0.00018765146,0.00059800176,0.00044254054,0.0003296898],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00056126196,0.00018804222,0.00027744952,0.000096838434,0.0026204614,0.00017100509,0.0008006246,0.00021153336,0.00076978153],"category_scores_gemma":[0.00056420016,0.00020998744,0.00014916655,0.0007972874,0.0022093223,0.0008477763,0.00032001306,0.00038724957,0.00045599227],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005177613,0.00018108185,0.10666125,0.000008224341,0.000085833824,0.000012318391,0.10157862,0.000009442618,0.00003548419,0.51297456,0.2765638,0.0018841918],"study_design_scores_gemma":[0.00023058863,0.000040249237,0.017131343,0.00004168831,0.00004078206,0.000019181503,0.0056856493,0.00014993655,0.00007429024,0.002314028,0.9740323,0.00023997547],"about_ca_topic_score_codex":0.0019263366,"about_ca_topic_score_gemma":0.0014937571,"teacher_disagreement_score":0.78989875,"about_ca_system_score_codex":0.00023789606,"about_ca_system_score_gemma":0.00047087925,"threshold_uncertainty_score":0.99867797},"labels":[],"label_agreement":null},{"id":"W1945911309","doi":"10.11606/issn.1984-5057.v2i2p186-202","title":"Publicidade – espelho da (contra)cultura?","year":2010,"lang":"pt","type":"article","venue":"Signos do Consumo","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Simon Fraser University","keywords":"Humanities; Philosophy; Sociology","score_opus":0.07182225100226283,"score_gpt":0.3545808266175994,"score_spread":0.28275857561533657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1945911309","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3887334,0.010365838,0.0000850136,0.09019043,0.012210946,0.001735884,0.00009119345,0.00049745373,0.49608985],"genre_scores_gemma":[0.97316265,0.0013098147,0.00008876489,0.0009609611,0.0006679509,0.00008937506,0.000011315688,0.000023188628,0.02368597],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970814,0.000499016,0.0005219022,0.0004911412,0.0006754912,0.0007310665],"domain_scores_gemma":[0.9966053,0.0012073218,0.00029704822,0.0009966138,0.00047458697,0.0004191548],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011139966,0.00031898238,0.00046447208,0.0001045971,0.0013838166,0.00074464275,0.0013392426,0.00036470089,0.00731093],"category_scores_gemma":[0.0017462214,0.00028291,0.000201256,0.0006116573,0.0013410277,0.00036905255,0.00032112462,0.0009652779,0.0025753279],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005106062,0.0006791077,0.06962596,0.00006918895,0.000598197,0.000027521868,0.142371,8.765728e-7,0.010200427,0.25803012,0.461765,0.056581557],"study_design_scores_gemma":[0.0006679597,0.000040540464,0.007864332,0.00004090523,0.00010488673,0.000003986954,0.034677856,0.000020375935,0.0004070985,0.0024042346,0.9532696,0.00049819745],"about_ca_topic_score_codex":0.0009320706,"about_ca_topic_score_gemma":0.006841431,"teacher_disagreement_score":0.58442926,"about_ca_system_score_codex":0.00004301518,"about_ca_system_score_gemma":0.00040726594,"threshold_uncertainty_score":0.99996233},"labels":[],"label_agreement":null},{"id":"W1961707219","doi":"10.22456/1982-8918.49419","title":"GLOBAL MEDIA ON THE SPOTLIGHT: AN ANALYSIS THROUGH OLYMPIC BID BOOKS","year":2015,"lang":"pt","type":"article","venue":"Movimento (Porto Alegre)","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Humanities; Philosophy; Political science","score_opus":0.16046497105429022,"score_gpt":0.3781074662766845,"score_spread":0.2176424952223943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1961707219","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5180217,0.01185076,0.0003707715,0.05469615,0.0032864907,0.0012692452,0.00019732332,0.00036820362,0.40993938],"genre_scores_gemma":[0.97338194,0.0007626746,0.00008411598,0.0032134112,0.00058331416,0.00008900725,0.00006125321,0.000022923701,0.021801393],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949483,0.0010853157,0.00068551203,0.0006661181,0.0018755628,0.00073916366],"domain_scores_gemma":[0.99655753,0.00035567716,0.00046459737,0.0017638097,0.00031310788,0.0005452576],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0019221314,0.0004328357,0.0006630314,0.00011680088,0.001081464,0.00028764032,0.0016335415,0.00022207918,0.0010764074],"category_scores_gemma":[0.000306021,0.00030475287,0.0003723598,0.0019110487,0.0007193649,0.00036404404,0.0003645618,0.0002515382,0.0008054759],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019352748,0.0013487958,0.1686449,0.000015852795,0.0041285334,0.00008696003,0.48211026,0.00012578628,0.000007638763,0.179434,0.1572188,0.00668494],"study_design_scores_gemma":[0.0010613799,0.00037580347,0.047309734,0.000060782026,0.0026500814,0.0000024687815,0.23057431,0.00061930023,0.00009414228,0.011044049,0.7052299,0.0009780943],"about_ca_topic_score_codex":0.0066645956,"about_ca_topic_score_gemma":0.023013284,"teacher_disagreement_score":0.54801106,"about_ca_system_score_codex":0.00061491097,"about_ca_system_score_gemma":0.0006590433,"threshold_uncertainty_score":0.9999725},"labels":[],"label_agreement":null},{"id":"W1969196108","doi":"10.15448/1980-3729.2014.3.18777","title":"Integrando Habermas, Piaget e Grize: contribuições para uma Teoria Construtivista-Crítica da Comunicação","year":2015,"lang":"pt","type":"article","venue":"Revista FAMECOS","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Epistemology; Semiotics; Constructivism (international relations); Sociology; Communicative action; Genetic epistemology; Consistency (knowledge bases); Philosophy; Computer science; Social epistemology; Artificial intelligence","score_opus":0.16705294555149655,"score_gpt":0.3894577569009967,"score_spread":0.22240481134950016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969196108","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09255963,0.3093931,0.008667463,0.089684844,0.009812662,0.010053664,0.0016936526,0.00161573,0.47651926],"genre_scores_gemma":[0.9664906,0.016248776,0.00043025592,0.00091001764,0.00052191183,0.0001813877,0.00011368781,0.00005343581,0.0150499195],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9928851,0.002822309,0.0013231986,0.0007220273,0.0011902446,0.0010570904],"domain_scores_gemma":[0.9929789,0.0025351031,0.00079847354,0.0017940811,0.0009806026,0.00091284455],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0036063907,0.00063754764,0.001597983,0.00014978698,0.0011894562,0.0008853812,0.0019141649,0.00035546624,0.00063294586],"category_scores_gemma":[0.00459022,0.0005653012,0.00042055533,0.0009273638,0.0022546833,0.00037948892,0.00074322335,0.0009209591,0.0018320045],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005561623,0.000947643,0.01067457,0.00036125196,0.0012418003,0.0000817061,0.050214328,0.0000020954947,0.00008362768,0.5669037,0.30208203,0.0668511],"study_design_scores_gemma":[0.0028940802,0.00018197515,0.00029876403,0.00041152097,0.0003592422,0.000009845102,0.03483612,0.00029069546,0.00003334381,0.0019775657,0.9579749,0.00073194795],"about_ca_topic_score_codex":0.00055988494,"about_ca_topic_score_gemma":0.0003454014,"teacher_disagreement_score":0.873931,"about_ca_system_score_codex":0.00040831303,"about_ca_system_score_gemma":0.0010732136,"threshold_uncertainty_score":0.99967986},"labels":[],"label_agreement":null},{"id":"W2054759352","doi":"10.5752/p.2237-9967.2012v1n2p160","title":"O Efeito Fabril que o Newsmaking não vê: o que dizem outras áreas do conhecimento sobre os constrangimentos sofridos por jornalistas na Fábrica de Notícias // The Fabril Effect that the Newsmaking does not see: what other areas of knowledge...","year":2012,"lang":"pt","type":"article","venue":"Dispositiva","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Humanities; Physics; Philosophy","score_opus":0.04079164209436715,"score_gpt":0.3344516393457905,"score_spread":0.29365999725142333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054759352","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7059684,0.10164486,0.0044735223,0.03637027,0.009979865,0.009419831,0.000687615,0.00053120696,0.13092448],"genre_scores_gemma":[0.98947686,0.0023092716,0.000026350446,0.0012644454,0.0011526545,0.000333513,0.000020663532,0.000105571926,0.005310685],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9909358,0.0041542435,0.0010772647,0.0007248123,0.0013997228,0.0017081568],"domain_scores_gemma":[0.9915264,0.004912509,0.0011915477,0.0015232704,0.00035490733,0.0004913337],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0039546248,0.0009274061,0.001208502,0.00016643513,0.0027384474,0.0009805922,0.002061373,0.0004389117,0.0005555906],"category_scores_gemma":[0.000494787,0.0005435325,0.0008439737,0.0008269441,0.0021161858,0.0011081544,0.0007077947,0.0008880468,0.00017724921],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009801126,0.001437038,0.20673868,0.0005887092,0.00353618,0.000022112989,0.60717636,0.000023020242,0.008007924,0.041708983,0.009539307,0.12024159],"study_design_scores_gemma":[0.004901683,0.00052965153,0.0626773,0.0060100434,0.0036314223,0.00008103538,0.49996373,0.0003669994,0.0769623,0.00087890326,0.34100083,0.0029961073],"about_ca_topic_score_codex":0.004701877,"about_ca_topic_score_gemma":0.0026435026,"teacher_disagreement_score":0.33146152,"about_ca_system_score_codex":0.00044471145,"about_ca_system_score_gemma":0.00048104546,"threshold_uncertainty_score":0.9997016},"labels":[],"label_agreement":null},{"id":"W2245902386","doi":"","title":"Delicadeza em actos ilocutórios expressivos: estudo em fóruns universitários","year":2011,"lang":"pt","type":"article","venue":"Dialnet (Universidad de la Rioja)","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Linguistic Association","funders":"","keywords":"Physics; Chemistry","score_opus":0.04631136810294746,"score_gpt":0.2943559553648537,"score_spread":0.24804458726190626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2245902386","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6299912,0.002514909,0.0008876948,0.0025870686,0.0010457701,0.00094181334,0.00011273851,0.0004498345,0.36146897],"genre_scores_gemma":[0.9728218,0.00372756,0.0005291515,0.0007023749,0.00028284133,0.000018449462,0.000019440862,0.000054424952,0.021843987],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9953012,0.0016315304,0.0003939222,0.00072645897,0.0008524462,0.0010944493],"domain_scores_gemma":[0.9964555,0.00086373265,0.0004968418,0.0011503779,0.000338394,0.0006951748],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00089284935,0.00052789395,0.0006793003,0.00043249672,0.002025461,0.00021078468,0.0023529334,0.0007050199,0.0032367916],"category_scores_gemma":[0.0002776246,0.0006173421,0.00038933748,0.0013826184,0.0009688443,0.0008861465,0.0009562048,0.0008745353,0.0008644306],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023416973,0.00061299134,0.007252917,0.000051110117,0.0006296191,0.00030127988,0.87366813,0.0000092177015,0.0002779941,0.030664723,0.0724758,0.013822048],"study_design_scores_gemma":[0.0017496807,0.000186449,0.031349134,0.00013809711,0.00048031454,0.000008916026,0.68729985,0.0001295251,0.00020732351,0.0012864834,0.27621678,0.000947476],"about_ca_topic_score_codex":0.0025469156,"about_ca_topic_score_gemma":0.0065329866,"teacher_disagreement_score":0.34283057,"about_ca_system_score_codex":0.00053497724,"about_ca_system_score_gemma":0.0007989705,"threshold_uncertainty_score":0.9999135},"labels":[],"label_agreement":null},{"id":"W2273002675","doi":"10.4000/communicationorganisation.5092","title":"Configuration du champ de la Communication Organisationnelle au Brésil : problématisation, possibilités et potentialités","year":2015,"lang":"fr","type":"article","venue":"Communication et organisation","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Humanities; Articulation (sociology); Sociology; Philosophy; Political science; Politics","score_opus":0.058806520374087866,"score_gpt":0.3483479637364979,"score_spread":0.28954144336241006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2273002675","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16883038,0.015255555,0.08056129,0.33036897,0.0014845143,0.0027860538,0.00006991947,0.0008941736,0.39974916],"genre_scores_gemma":[0.9660287,0.015141193,0.0107520595,0.0024218285,0.0002584426,0.00026721603,0.0010915006,0.00009774419,0.003941306],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9776833,0.018794982,0.0013491216,0.0005342755,0.0010647165,0.00057361246],"domain_scores_gemma":[0.9909621,0.0028944027,0.0012482392,0.002649275,0.0018003667,0.00044565214],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.015552914,0.00048992824,0.0005186333,0.00023835809,0.002504167,0.0006589029,0.0017167046,0.0006887668,0.0009951214],"category_scores_gemma":[0.004319997,0.00058446836,0.0001520864,0.0011204452,0.0022423568,0.0022901932,0.0006116,0.00093509204,0.00074787246],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042865962,0.0005963278,0.005634095,0.00005794093,0.00010284885,5.9349844e-7,0.40477705,0.00049953454,0.00045933994,0.570543,0.009528245,0.0077581927],"study_design_scores_gemma":[0.0035483916,0.00018833189,0.0485621,0.00055382116,0.0003174071,0.00006161918,0.1955443,0.0056232745,0.0016351936,0.45314825,0.28942686,0.0013904503],"about_ca_topic_score_codex":0.009675894,"about_ca_topic_score_gemma":0.0050791297,"teacher_disagreement_score":0.79719836,"about_ca_system_score_codex":0.0023847194,"about_ca_system_score_gemma":0.0042488105,"threshold_uncertainty_score":0.9999181},"labels":[],"label_agreement":null},{"id":"W2411955785","doi":"10.4000/communiquer.1818","title":"Formation universitaire et culture professionnelle au Brésil : comment les étudiants en journalisme de l’Université de Brasília se représentent la formation reçue et le marché du travail","year":2015,"lang":"fr","type":"article","venue":"Communiquer Revue de communication sociale et publique","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.06989655243296347,"score_gpt":0.334445343095291,"score_spread":0.2645487906623275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2411955785","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.049973905,0.0072155343,0.010337717,0.84678274,0.000249636,0.0009962027,0.00008401374,0.00021189477,0.08414833],"genre_scores_gemma":[0.87290925,0.10538546,0.005490106,0.006068073,0.00012548374,0.00015408469,0.0006559213,0.000056632183,0.009154972],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9705418,0.027152129,0.00081376726,0.00026480417,0.00052166416,0.0007058458],"domain_scores_gemma":[0.99378246,0.0015615799,0.00111641,0.0016916393,0.0013221498,0.00052575977],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.013547744,0.0004048548,0.00055295415,0.000229079,0.003825921,0.00033535203,0.0026744194,0.000776289,0.00009818604],"category_scores_gemma":[0.0011088811,0.00044026168,0.00028834472,0.0007892037,0.00095341844,0.0036458527,0.0026344126,0.0021484534,0.000027562535],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008791206,0.00064415677,0.007874986,0.0001466581,0.00011836263,0.000008568141,0.4588201,0.00008896567,0.000078596604,0.23706305,0.2889963,0.0060723256],"study_design_scores_gemma":[0.0015596413,0.00007912924,0.009560556,0.0008242833,0.00009266111,0.00010662172,0.32843903,0.0010826624,0.00008918417,0.00785133,0.64990896,0.00040591884],"about_ca_topic_score_codex":0.014562651,"about_ca_topic_score_gemma":0.07502374,"teacher_disagreement_score":0.8407147,"about_ca_system_score_codex":0.005980686,"about_ca_system_score_gemma":0.0032426391,"threshold_uncertainty_score":0.9998049},"labels":[],"label_agreement":null},{"id":"W2515326219","doi":"10.4000/communication.6945","title":"Heloiza MATOS (2009), Capital social e comunicacão: interfaces e articulacões","year":2016,"lang":"pt","type":"article","venue":"Communication","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Social capital; Political science; Ethnology; Sociology; Art; Law","score_opus":0.07177362327925564,"score_gpt":0.34870800815740055,"score_spread":0.2769343848781449,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2515326219","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.673215,0.0543854,0.0009896233,0.22534862,0.0011408309,0.0012689463,0.0001510323,0.00055179704,0.04294874],"genre_scores_gemma":[0.9508324,0.03480318,0.000177746,0.00037216995,0.00016825771,0.00012987628,0.000024257077,0.000034977213,0.013457094],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955051,0.0021097127,0.00077829877,0.00037569672,0.00062501663,0.0006061608],"domain_scores_gemma":[0.9953274,0.0013272536,0.0005732565,0.0021035904,0.00048176717,0.0001867214],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013581425,0.00033512508,0.00049834384,0.00013068825,0.0025404396,0.00021061083,0.0027907896,0.00030036617,0.0013181104],"category_scores_gemma":[0.0006336346,0.00026666553,0.00019990945,0.0004957319,0.001804397,0.00061910856,0.0015234343,0.00037102203,0.0018685055],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021126962,0.0014930057,0.017270096,0.00012493253,0.0008286255,0.0000033779622,0.40427253,0.0000018610874,0.009662411,0.09280939,0.30683434,0.16648817],"study_design_scores_gemma":[0.0032637152,0.00025264182,0.04295176,0.0013023566,0.00044052477,0.000008452133,0.25486675,0.00015440038,0.0042281626,0.022971613,0.6675442,0.0020154263],"about_ca_topic_score_codex":0.00046288193,"about_ca_topic_score_gemma":0.0028316316,"teacher_disagreement_score":0.36070985,"about_ca_system_score_codex":0.00027854092,"about_ca_system_score_gemma":0.0001913967,"threshold_uncertainty_score":0.99997854},"labels":[],"label_agreement":null},{"id":"W2591739223","doi":"10.24860/comunicologia.v9i2.7611","title":"Falar sobre organização é falar sobre comunicação? Escola de Montreal no estudo de uma Organização brasileira","year":2016,"lang":"pt","type":"article","venue":"Comunicologia - Revista de Comunicação da Universidade Católica de Brasília","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Sociology; Media studies; Philosophy","score_opus":0.037559584921709334,"score_gpt":0.2956830936150699,"score_spread":0.25812350869336054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2591739223","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80773383,0.027592225,0.010072713,0.060367715,0.0019486194,0.008542735,0.002119522,0.0035161907,0.078106426],"genre_scores_gemma":[0.9106722,0.056631677,0.003211868,0.0046281572,0.00048716424,0.0001531489,0.00018719243,0.00042878467,0.023599798],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9794061,0.009274476,0.0023893402,0.0023695538,0.0017244465,0.0048360513],"domain_scores_gemma":[0.97793335,0.006922504,0.0020772354,0.007885216,0.0021646246,0.0030170567],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.0053358534,0.0021834231,0.0031686695,0.00082507357,0.0052075135,0.001497098,0.015310856,0.0026998085,0.0027639845],"category_scores_gemma":[0.008170794,0.0021168296,0.0012116636,0.004159793,0.00488052,0.0012711833,0.00785965,0.0034563453,0.0016481506],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.001702692,0.005699621,0.2750067,0.0008996233,0.0046744416,0.0017602227,0.090180255,0.00007196726,0.02971753,0.08929235,0.45745188,0.04354273],"study_design_scores_gemma":[0.01018025,0.0015820545,0.09401439,0.0026997314,0.002956687,0.0004122778,0.088716395,0.001653065,0.0008321948,0.0017451992,0.78967935,0.0055284277],"about_ca_topic_score_codex":0.004030732,"about_ca_topic_score_gemma":0.0041595604,"teacher_disagreement_score":0.33222747,"about_ca_system_score_codex":0.0077713137,"about_ca_system_score_gemma":0.0065708747,"threshold_uncertainty_score":0.99953943},"labels":[],"label_agreement":null},{"id":"W2668068253","doi":"10.22409/contracampo.v0i20.14","title":"DO CONSUMO AO ESTRANHAMENTO: Identidade e resistência cultural instauradas na tensão entre anúncios de publicidade e de antipublicidade sobre o corpo feminino","year":2009,"lang":"pt","type":"article","venue":"Revista Contracampo","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Adidas (Canada)","funders":"","keywords":"Humanities; Philosophy; Physics","score_opus":0.04967836476800675,"score_gpt":0.34971999251508473,"score_spread":0.300041627747078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2668068253","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8546869,0.039272025,0.00030804146,0.04542227,0.00070097897,0.0024421085,0.00024587344,0.0006121328,0.05630963],"genre_scores_gemma":[0.9671669,0.018001337,0.00026390573,0.0036916905,0.0006779603,0.00007447607,0.00009533474,0.000056489964,0.0099719],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99135494,0.001889651,0.0017263512,0.0011007799,0.0015929594,0.0023353288],"domain_scores_gemma":[0.99414307,0.0010667928,0.0012797959,0.0014325423,0.0008740755,0.001203749],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002993987,0.0009250493,0.0015083816,0.00030193524,0.0022281692,0.0032918672,0.0023472381,0.00074965827,0.0007294663],"category_scores_gemma":[0.0028989306,0.000894618,0.00066493417,0.0015207594,0.0010796544,0.0012136204,0.00027297725,0.0013857015,0.00023739718],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006269558,0.0023640045,0.1557176,0.0006783175,0.0015709021,0.00052066316,0.1450038,0.000012953071,0.019427694,0.265312,0.29213575,0.1166294],"study_design_scores_gemma":[0.004056731,0.00037617653,0.20863047,0.0016049214,0.0009676666,0.00015438553,0.1343817,0.00021842057,0.0006888321,0.0016254222,0.6449141,0.0023812102],"about_ca_topic_score_codex":0.000738239,"about_ca_topic_score_gemma":0.0005643158,"teacher_disagreement_score":0.35277835,"about_ca_system_score_codex":0.0010588226,"about_ca_system_score_gemma":0.0018140242,"threshold_uncertainty_score":0.9993504},"labels":[],"label_agreement":null},{"id":"W2759670639","doi":"10.26512/2017.04.t.24081","title":"Quem disse que homem não chora? : comunicação e promoção da saúde do homem em estudo comparado Brasil – Quebec (Canadá)","year":2017,"lang":"pt","type":"dissertation","venue":"","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Premise; Dialectic; Promotion (chess); Humanities; Sociology; Epistemology; Political science; Philosophy","score_opus":0.07922019204818163,"score_gpt":0.38595353976577196,"score_spread":0.3067333477175903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2759670639","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.50811476,0.017051427,0.00010498091,0.010200504,0.007028108,0.0053668935,0.0002337817,0.0007807105,0.45111883],"genre_scores_gemma":[0.76235265,0.0070003853,0.000120968114,0.0002463421,0.0003965013,0.00059476006,0.0010186941,0.00012075885,0.22814894],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9900062,0.0018784258,0.0020961526,0.0017467588,0.0025438003,0.0017286692],"domain_scores_gemma":[0.988701,0.0014163629,0.0025946973,0.0047930195,0.0013575314,0.001137391],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0022417023,0.0015530888,0.0029260828,0.0004937146,0.007348787,0.0025289042,0.007083408,0.0012097401,0.0025117602],"category_scores_gemma":[0.0012577882,0.0014592736,0.0008742985,0.0010289688,0.0015476604,0.0010190352,0.0007489805,0.001944059,0.001119691],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049372105,0.002584622,0.035153102,0.001145081,0.0024258327,0.00010292516,0.59123856,0.000012938889,0.0001837342,0.12140838,0.09025373,0.15499735],"study_design_scores_gemma":[0.001746134,0.00023928187,0.08187138,0.0013785536,0.0008752479,0.0000074266313,0.6629759,0.00015735142,0.00018110502,0.0013620672,0.24608934,0.003116221],"about_ca_topic_score_codex":0.26056823,"about_ca_topic_score_gemma":0.90865654,"teacher_disagreement_score":0.6480883,"about_ca_system_score_codex":0.00084052474,"about_ca_system_score_gemma":0.003128126,"threshold_uncertainty_score":0.99972177},"labels":[],"label_agreement":null},{"id":"W2770472716","doi":"10.11606/issn.2238-2593.organicom.2017.139373","title":"O campo da comunicação organizacional na América Latina: uma revisão crítica de sua produção intelectual acadêmica","year":2017,"lang":"pt","type":"article","venue":"Organicom","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Latin Americans; Field (mathematics); Humanities; Sociology; Political science; Art","score_opus":0.1041936210178481,"score_gpt":0.37946974525692895,"score_spread":0.2752761242390809,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2770472716","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4350936,0.0071109887,0.0013581156,0.33694005,0.0052729324,0.0037688562,0.00028029556,0.0011816463,0.20899351],"genre_scores_gemma":[0.9763761,0.010463494,0.00056557165,0.0010415314,0.0007080592,0.000036171907,0.000023812094,0.00009534788,0.010689867],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99528617,0.0009805864,0.0008186846,0.00079615024,0.0009862448,0.0011321511],"domain_scores_gemma":[0.99381584,0.0011587355,0.00083908276,0.0030070648,0.0006485537,0.00053074263],"candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0016440965,0.00052841555,0.0008649858,0.00010814333,0.0062502646,0.00087755907,0.0046803458,0.00046634502,0.0023946615],"category_scores_gemma":[0.010050756,0.00051805814,0.00020564368,0.0006063181,0.0016627194,0.00046969173,0.0025115588,0.0012458179,0.002088105],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003159443,0.002471438,0.08379371,0.0003876264,0.0014920648,0.00009116848,0.3359361,0.0000026039068,0.015427651,0.0747263,0.3869034,0.098451994],"study_design_scores_gemma":[0.0021962381,0.00044555197,0.040475108,0.00065196224,0.00058344344,0.00005664904,0.045274958,0.0005740564,0.00402774,0.0032396864,0.9002892,0.0021854124],"about_ca_topic_score_codex":0.0006525132,"about_ca_topic_score_gemma":0.0013384612,"teacher_disagreement_score":0.54128253,"about_ca_system_score_codex":0.00044586154,"about_ca_system_score_gemma":0.0011708672,"threshold_uncertainty_score":0.99972713},"labels":[],"label_agreement":null},{"id":"W2777538068","doi":"","title":"A Epistemologia do Jornalismo Pode Delimitar seu Território Discursivo","year":2017,"lang":"pt","type":"article","venue":"Americanae (AECID Library)","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Humanities; Sociology; Philosophy; Political science","score_opus":0.0600803727288363,"score_gpt":0.33632522794542713,"score_spread":0.2762448552165908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2777538068","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42274258,0.011987504,0.00024260196,0.3103821,0.0038097643,0.0010637881,0.00022898536,0.00045141095,0.24909128],"genre_scores_gemma":[0.93316287,0.00944108,0.000786308,0.0033163182,0.0007056101,0.00009223176,0.000029590581,0.00006588246,0.0524001],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99591047,0.00082477444,0.0007021583,0.0007679146,0.00079126004,0.0010034419],"domain_scores_gemma":[0.99483293,0.0005126507,0.0011669432,0.0028015098,0.00010324052,0.0005826986],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0004222799,0.00050122646,0.00088444666,0.00015324609,0.0040682256,0.0006199093,0.004287484,0.0002236863,0.0021809675],"category_scores_gemma":[0.0006606849,0.0004505773,0.00038819853,0.00045753035,0.0034525895,0.002070672,0.0016487972,0.0005628033,0.0006504318],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000061871375,0.0002508613,0.62991935,0.000034940796,0.00039891474,0.00010073985,0.020238152,0.0000027672065,0.000013679209,0.021568226,0.28349593,0.043914564],"study_design_scores_gemma":[0.000625141,0.00026902024,0.6356158,0.00019542282,0.00019184027,0.000006059986,0.029895008,0.00006188911,0.000055976165,0.0032910055,0.3288489,0.0009439045],"about_ca_topic_score_codex":0.0696862,"about_ca_topic_score_gemma":0.001700142,"teacher_disagreement_score":0.5104203,"about_ca_system_score_codex":0.000089303074,"about_ca_system_score_gemma":0.0005619841,"threshold_uncertainty_score":0.9997946},"labels":[],"label_agreement":null},{"id":"W2801571959","doi":"10.17921/2447-8733.2017v18n3p191-196","title":"O Modelo de Lasswell Aplicado à História das Teorias da Comunicação","year":2017,"lang":"pt","type":"article","venue":"Revista de Ensino Educação e Ciências Humanas","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sociology; Humanities; Psychology; Philosophy","score_opus":0.12861664679198734,"score_gpt":0.412390665217746,"score_spread":0.28377401842575867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801571959","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4080163,0.05865479,0.001541722,0.044581503,0.005962611,0.0029169887,0.00015960222,0.0006792593,0.47748724],"genre_scores_gemma":[0.93095654,0.016089197,0.00070793205,0.0016673516,0.0020405762,0.00008937046,0.0000345327,0.00012030201,0.04829422],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99304914,0.0016692244,0.0011990871,0.0011154837,0.0011108586,0.0018562186],"domain_scores_gemma":[0.9902204,0.00094553694,0.0014816507,0.005651991,0.0006883875,0.0010120317],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0038487555,0.00080984284,0.0014069193,0.00022479109,0.008236232,0.0023833658,0.004939865,0.0006324283,0.0009914369],"category_scores_gemma":[0.0031380604,0.0008798786,0.00061182684,0.00038768965,0.0021884588,0.0005901993,0.0015936543,0.0013161108,0.0009745879],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001256787,0.0010250609,0.014396518,0.00043673688,0.0007787767,0.00010852789,0.10684491,0.000030828138,0.0003044156,0.3959143,0.44998246,0.030051807],"study_design_scores_gemma":[0.00082752696,0.000096056116,0.011013403,0.00060750387,0.0005588675,0.00001939238,0.020767512,0.00081617245,0.000050367038,0.0040889154,0.95996195,0.0011923101],"about_ca_topic_score_codex":0.0037859636,"about_ca_topic_score_gemma":0.0029344657,"teacher_disagreement_score":0.5229402,"about_ca_system_score_codex":0.001491787,"about_ca_system_score_gemma":0.0021152878,"threshold_uncertainty_score":0.9999218},"labels":[],"label_agreement":null},{"id":"W2905002801","doi":"10.32811/25954482-2018v1n2p13","title":"Comunicação em saúde no Brasil","year":2018,"lang":"pt","type":"article","venue":"Revista de Saúde Pública do Paraná","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nortel (Canada); Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Physics; Philosophy","score_opus":0.07336489603684049,"score_gpt":0.3745309325676318,"score_spread":0.3011660365307913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905002801","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.058864657,0.044464543,0.00084945525,0.027699813,0.0018641198,0.0018850716,0.00015051989,0.00060082506,0.863621],"genre_scores_gemma":[0.9458894,0.01878626,0.00058526924,0.002574017,0.0017676313,0.00011108583,0.000022574859,0.00006932074,0.030194405],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9940806,0.0018883756,0.0009980437,0.00077289145,0.0009983728,0.0012617024],"domain_scores_gemma":[0.9944447,0.0010767289,0.00055792864,0.0023842766,0.0008623533,0.0006739796],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0025661555,0.0005284657,0.0009662925,0.00018068857,0.0022815545,0.00086605555,0.002574765,0.00041317724,0.0045801876],"category_scores_gemma":[0.0017825939,0.00052020105,0.0004249089,0.0014654227,0.0017697768,0.00029234262,0.00076528726,0.00071838655,0.011532913],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034374226,0.0008916758,0.024532141,0.00040056056,0.00078130845,0.000024998373,0.07270894,0.0000012401828,0.0005055666,0.17435339,0.6626602,0.062796235],"study_design_scores_gemma":[0.00061415683,0.00018781597,0.004688117,0.0003559652,0.0001695769,0.000007090237,0.0057368497,0.00016113445,0.00003665274,0.00042893976,0.9870075,0.000606193],"about_ca_topic_score_codex":0.00029923153,"about_ca_topic_score_gemma":0.000393863,"teacher_disagreement_score":0.88702476,"about_ca_system_score_codex":0.00030641386,"about_ca_system_score_gemma":0.000564346,"threshold_uncertainty_score":0.999725},"labels":[],"label_agreement":null},{"id":"W2910991646","doi":"10.26694/978-85-509-0411-5.p243","title":"COMMUNICATION COLLECTIVES IN BRAZIL: Emergence and socio-historical contexts","year":2018,"lang":"en","type":"book-chapter","venue":"Editora da Universidade Federal do Piauí eBooks","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"European Regional Development Fund; Euskal Herriko Unibertsitatea; Ministerio de Economía y Competitividad; Eusko Jaurlaritza; University of Glasgow","keywords":"Geography; Sociology; History","score_opus":0.02915180948048221,"score_gpt":0.2973891682779212,"score_spread":0.26823735879743904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2910991646","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007747277,0.0031219583,0.000022942779,0.0024509476,0.0036769193,0.000513235,0.000018659523,0.00010419083,0.9893164],"genre_scores_gemma":[0.124237426,0.0038168987,0.00019082958,0.00020630099,0.004261309,0.000023066483,0.00002258516,0.000048549955,0.86719304],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979587,0.00031133025,0.00037122675,0.00043761448,0.0005767069,0.00034442366],"domain_scores_gemma":[0.9980189,0.0005833647,0.00032854677,0.00055420597,0.00031811305,0.00019682704],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00046608856,0.00032352522,0.0005002907,0.00025431882,0.0019218536,0.00019457896,0.000772585,0.00055751076,0.0006798311],"category_scores_gemma":[0.0001493982,0.00036528276,0.00011760418,0.00006137834,0.0014120177,0.00018789014,0.0004471544,0.0006722898,0.00006420483],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000109325214,0.000047623136,0.0006180697,0.000037303493,0.00014602726,0.000016358177,0.08851128,2.9478758e-7,0.000015028568,0.17560086,0.7305738,0.004324023],"study_design_scores_gemma":[0.00045033428,0.0000689366,0.00014689956,0.00018198554,0.000032066804,6.9409634e-7,0.010563547,0.0000015268794,0.0000024189676,0.026665756,0.96149796,0.0003878549],"about_ca_topic_score_codex":0.0016545367,"about_ca_topic_score_gemma":0.0063401703,"teacher_disagreement_score":0.23092417,"about_ca_system_score_codex":0.0010098796,"about_ca_system_score_gemma":0.00043233042,"threshold_uncertainty_score":0.9998799},"labels":[],"label_agreement":null},{"id":"W2912765059","doi":"","title":"Análise de discurso religioso: mecanismos acionados por líderes religiosos nas pregações em programas de televisão","year":2018,"lang":"pt","type":"dissertation","venue":"","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Art","score_opus":0.03692777193759929,"score_gpt":0.35949558571401885,"score_spread":0.3225678137764196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912765059","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72847986,0.027309429,0.0020758924,0.024645388,0.00513948,0.009347823,0.00014847342,0.0020471865,0.20080644],"genre_scores_gemma":[0.8589497,0.024838991,0.0045964485,0.0010446123,0.0009848101,0.0015951955,0.0006069027,0.00015457915,0.10722871],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9933961,0.0011283375,0.0012348117,0.0011347133,0.0014851687,0.0016208543],"domain_scores_gemma":[0.99489653,0.0007037637,0.0010397517,0.0014597062,0.0011339153,0.0007663352],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016153557,0.0009444222,0.0010778289,0.00028672811,0.0029036046,0.0007233184,0.0023032986,0.0011210669,0.0012403898],"category_scores_gemma":[0.0016854935,0.0008259024,0.0006045091,0.001086112,0.00082313677,0.00042578747,0.00033898666,0.00087243284,0.0005671829],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044098895,0.0012000807,0.011148575,0.0010639147,0.0011596667,0.00004086743,0.57431096,0.0000021129379,0.00052868394,0.03259615,0.32561544,0.051892556],"study_design_scores_gemma":[0.0013882949,0.00080042443,0.0076767323,0.00208275,0.0011490001,0.000022219505,0.589069,0.00036039023,0.0039416123,0.019503897,0.371166,0.0028396398],"about_ca_topic_score_codex":0.0054210126,"about_ca_topic_score_gemma":0.025242863,"teacher_disagreement_score":0.13046987,"about_ca_system_score_codex":0.0004571713,"about_ca_system_score_gemma":0.0023647705,"threshold_uncertainty_score":0.9996726},"labels":[],"label_agreement":null},{"id":"W3016393655","doi":"10.18224/pan.v9i2.8079","title":"ELEIÇÕES DO QUÉBEC NAS CAPAS DE LE JOURNAL DE MONTRÉAL E LA PRESSE: 2008, 2012 E 2014","year":2020,"lang":"pt","type":"article","venue":"Panorama","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.03403182443769274,"score_gpt":0.29478268866861673,"score_spread":0.260750864230924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016393655","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18269849,0.37657616,0.0024735676,0.378004,0.00092143344,0.00051473046,0.000038574104,0.00020660069,0.058566432],"genre_scores_gemma":[0.95784795,0.026505498,0.00030904202,0.0013802951,0.001086271,0.000028777884,0.0000018920488,0.000024767858,0.01281552],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971276,0.0012094257,0.00037023652,0.000225975,0.00046631056,0.0006004692],"domain_scores_gemma":[0.9980891,0.00057652936,0.00026615057,0.00029706035,0.00020115353,0.00057001336],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009818494,0.00020304014,0.00033421454,0.00003905308,0.0013201503,0.0003836459,0.0008636178,0.00018608388,0.0008641712],"category_scores_gemma":[0.0007516072,0.00019296055,0.00016238332,0.00024118181,0.00038742233,0.00029236588,0.00023543915,0.00060617813,0.0006446416],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047864472,0.00013848027,0.024021205,0.000031568277,0.00016293673,0.000029394845,0.18323202,0.000050029106,0.00044226163,0.0018105012,0.78202564,0.008008073],"study_design_scores_gemma":[0.00045739597,0.00006372391,0.007015225,0.0000409365,0.0000860675,0.000017450235,0.046684165,0.00024048696,0.00015214551,0.0006058965,0.9443913,0.0002452254],"about_ca_topic_score_codex":0.05746828,"about_ca_topic_score_gemma":0.045222312,"teacher_disagreement_score":0.77514946,"about_ca_system_score_codex":0.00015386706,"about_ca_system_score_gemma":0.0018259961,"threshold_uncertainty_score":0.99998},"labels":[],"label_agreement":null},{"id":"W3018872491","doi":"10.18568/cmc.v17i48.2009","title":"Crítica da inspiração nos processos comunicacionais do capitalismo “cool”","year":2020,"lang":"pt","type":"article","venue":"Comunicação, Mídia e Consumo","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Capitalism; Sociology; Philosophy; Political science","score_opus":0.1570058966922122,"score_gpt":0.3578298176830937,"score_spread":0.20082392099088148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3018872491","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16115904,0.21264412,0.00063798926,0.3418031,0.0040764506,0.0064290585,0.0009267412,0.0021144506,0.27020907],"genre_scores_gemma":[0.96163595,0.025379496,0.00051246135,0.008712258,0.00046106562,0.00030242512,0.00007754397,0.00011739094,0.0028014127],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9920374,0.0018879857,0.0016927683,0.0013268804,0.0016145097,0.0014404373],"domain_scores_gemma":[0.99085116,0.002609779,0.0009214637,0.0029980934,0.0010747385,0.001544741],"candidate_categories":["metaepi_narrow","sts","open_science","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0012017312,0.0009403969,0.0016061777,0.00019745294,0.0026899634,0.00074098184,0.0057780235,0.0006757488,0.0025683676],"category_scores_gemma":[0.003934256,0.0009781565,0.0005566978,0.0020711122,0.0033731,0.00066184165,0.002510281,0.0017306565,0.0042301924],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007441463,0.0020026057,0.022655241,0.001054806,0.0019816854,0.00014385085,0.53231007,0.000026066917,0.00044782922,0.1615028,0.22259595,0.05453496],"study_design_scores_gemma":[0.001948191,0.00026248235,0.0026908345,0.00036678146,0.00045128292,0.0000064915766,0.06682195,0.00080295163,0.00008223755,0.0006629451,0.92448306,0.0014207894],"about_ca_topic_score_codex":0.0006279695,"about_ca_topic_score_gemma":0.00097129086,"teacher_disagreement_score":0.8004769,"about_ca_system_score_codex":0.0002315472,"about_ca_system_score_gemma":0.0013673683,"threshold_uncertainty_score":0.9996012},"labels":[],"label_agreement":null},{"id":"W3021210146","doi":"10.25200/bjr.v16n1.2020.1104","title":"HEALTHY EATING IN THE PRESS: using Morin-Chartier’s content analysis in a Brazilian newspaper","year":2020,"lang":"en","type":"article","venue":"Brazilian Journalism Research","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Newspaper; Portuguese; Subject (documents); Content analysis; Humanities; Library science; Advertising; Sociology; Computer science; Art; Media studies; Philosophy; Social science; Business; Linguistics","score_opus":0.5144349010692594,"score_gpt":0.4997696331553876,"score_spread":0.014665267913871793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3021210146","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8026549,0.004593244,0.00008799952,0.16336,0.000099630626,0.00080074253,0.000005382304,0.000025342186,0.028372759],"genre_scores_gemma":[0.994976,0.0020622627,0.00027411457,0.0021111341,0.00030409137,0.000053438504,0.0000016755938,0.000010813815,0.00020647752],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9921841,0.0045579886,0.00060788257,0.00030121146,0.0015522926,0.0007965178],"domain_scores_gemma":[0.99781364,0.001031664,0.00013520954,0.00039943645,0.0002882753,0.0003317709],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00796257,0.000121729725,0.0003513867,0.00041225762,0.0011665019,0.00031715023,0.0012116423,0.00008456467,0.00023363969],"category_scores_gemma":[0.0022794383,0.00009385085,0.00014003215,0.0037402455,0.0004361285,0.0002940477,0.00021540634,0.0012113936,0.000020751113],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019536428,0.00023203313,0.43680352,0.00005101855,0.00020552415,0.000119330776,0.5403078,0.0008176869,0.0003820348,0.006992845,0.0030693854,0.010823418],"study_design_scores_gemma":[0.0017293778,0.00020508094,0.34066263,0.0002453823,0.000077355115,0.0000048566667,0.5553339,0.010078668,0.000028680452,0.0016727607,0.0895422,0.00041907807],"about_ca_topic_score_codex":0.017550722,"about_ca_topic_score_gemma":0.028757932,"teacher_disagreement_score":0.19232109,"about_ca_system_score_codex":0.00023177934,"about_ca_system_score_gemma":0.00038585576,"threshold_uncertainty_score":0.9889915},"labels":[],"label_agreement":null},{"id":"W3092305722","doi":"","title":"A análise do conteúdo informativo nos websites oficiais de turismo sobre a saúde do viajante e os riscos referentes à Covid-19","year":2020,"lang":"pt","type":"article","venue":"International Journal of Safety","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.07548383230557602,"score_gpt":0.3726283088404502,"score_spread":0.29714447653487414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3092305722","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.119325064,0.017449595,0.028972033,0.70353526,0.0056523206,0.0014244426,0.0014174815,0.00019190396,0.12203192],"genre_scores_gemma":[0.96738625,0.020167697,0.00039094497,0.0101806745,0.0013154754,0.000010488862,0.000018269284,0.00002086809,0.0005093152],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951562,0.00067609304,0.0016948968,0.00024095036,0.0018050343,0.0004268029],"domain_scores_gemma":[0.99392855,0.0014179309,0.0019376604,0.00025790546,0.0016254103,0.00083254825],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016453435,0.00033657794,0.0006749885,0.00028597875,0.0005660077,0.0003960026,0.0022716606,0.0002008676,0.0024446899],"category_scores_gemma":[0.004425947,0.00029238555,0.00048925576,0.0004271066,0.0004405999,0.0009496361,0.0005374181,0.0009223556,0.0002676631],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0069411304,0.0010503752,0.086288445,0.0002885692,0.0051424624,0.0005048259,0.5092747,0.0007943408,0.00078175415,0.023496628,0.32080436,0.044632412],"study_design_scores_gemma":[0.003549452,0.00034002363,0.0075035584,0.0005899909,0.00020301346,0.00011624504,0.06349926,0.00090772234,0.00018112952,0.0015914034,0.921058,0.000460173],"about_ca_topic_score_codex":0.0003833516,"about_ca_topic_score_gemma":0.00034921194,"teacher_disagreement_score":0.8480612,"about_ca_system_score_codex":0.00066905055,"about_ca_system_score_gemma":0.0016131996,"threshold_uncertainty_score":0.99995285},"labels":[],"label_agreement":null},{"id":"W3165298416","doi":"","title":"Mídia e cultura jornalística na comunicação em saúde","year":2020,"lang":"pt","type":"article","venue":"Tempus Actas de Saúde Coletiva","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Journalism; Population; Public relations; Health care; Health information; Social media; Political science; Pace; Health communication; Consistency (knowledge bases); Information flow; Sociology; Medicine; Geography; Environmental health; Computer science; Law","score_opus":0.08625430850493038,"score_gpt":0.34190026576928295,"score_spread":0.2556459572643526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3165298416","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21865149,0.01944042,0.0014176478,0.28837818,0.0028502732,0.0033553613,0.00042467267,0.0013683499,0.4641136],"genre_scores_gemma":[0.9796215,0.005079541,0.00049797265,0.008549319,0.0007931719,0.00009245674,0.000032620817,0.000056183886,0.005277202],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99477154,0.0015238561,0.00083735114,0.0007089731,0.0010449545,0.0011132982],"domain_scores_gemma":[0.9956951,0.001332408,0.00050709,0.0010111625,0.00040453792,0.0010496683],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009389191,0.00054679683,0.0008910421,0.00008318036,0.0018297249,0.00037196913,0.0023512314,0.00044086773,0.0022450867],"category_scores_gemma":[0.0022150448,0.000525806,0.00036106684,0.0012006152,0.0008604131,0.00027070355,0.0010279352,0.0012057957,0.002017799],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043814103,0.00074423774,0.014417149,0.00032579276,0.0010800487,0.00014173538,0.35850966,0.000030393385,0.002815297,0.02121175,0.5649263,0.035359494],"study_design_scores_gemma":[0.0010698531,0.00026578738,0.0075448914,0.0002520106,0.00030387088,0.000009326544,0.06647467,0.0008197466,0.0003470747,0.0004989599,0.92153573,0.0008780897],"about_ca_topic_score_codex":0.00028707905,"about_ca_topic_score_gemma":0.0002306636,"teacher_disagreement_score":0.76097006,"about_ca_system_score_codex":0.00033643574,"about_ca_system_score_gemma":0.00063774036,"threshold_uncertainty_score":0.9997193},"labels":[],"label_agreement":null},{"id":"W3175975748","doi":"10.22409/rmc.v15i2.47275","title":"Raúl Fuentes Navarro: contribuições ao campo acadêmico da comunicação","year":2021,"lang":"pt","type":"article","venue":"Revista Mídia e Cotidiano","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Humanities; Philosophy; Physics","score_opus":0.08557441700222637,"score_gpt":0.36421040022626,"score_spread":0.2786359832240336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3175975748","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12980616,0.65818924,0.0004051322,0.08189179,0.0048819003,0.0025747926,0.0008863492,0.0006029663,0.12076168],"genre_scores_gemma":[0.84374815,0.09934991,0.00018037009,0.0019620282,0.00063789554,0.0001085647,0.00020188617,0.0000681239,0.053743068],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9930739,0.0026143026,0.0011834445,0.00089716894,0.0010536502,0.0011775619],"domain_scores_gemma":[0.9930791,0.0024595396,0.000647862,0.0021022465,0.0010415701,0.00066963857],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0016837601,0.0005958242,0.001354601,0.00012497163,0.001857753,0.00090260425,0.0017852384,0.0004244984,0.0030382772],"category_scores_gemma":[0.0030196162,0.0006203257,0.0005727866,0.0015299552,0.0010817617,0.00039726627,0.0010637359,0.00088575564,0.0021266553],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015374125,0.001595721,0.108640835,0.0013612786,0.0023587234,0.00040041664,0.07481459,0.000009142083,0.002763363,0.25026992,0.5331037,0.024528561],"study_design_scores_gemma":[0.00095343706,0.000051982588,0.0029192667,0.0006895695,0.00035319346,0.000012387952,0.02608101,0.00004585164,0.00041329785,0.00027271305,0.9674575,0.00074982375],"about_ca_topic_score_codex":0.00040727746,"about_ca_topic_score_gemma":0.001423065,"teacher_disagreement_score":0.713942,"about_ca_system_score_codex":0.00034067038,"about_ca_system_score_gemma":0.0013279036,"threshold_uncertainty_score":0.9996248},"labels":[],"label_agreement":null},{"id":"W3197809794","doi":"10.35168/1980-5276.utp.interin.2021.vol26.n2.pp173-191","title":"Cartografia da violência na construção narrativa de “regiões perigosas”: um processo de estigmatização reforçado por noticiários criminais","year":2021,"lang":"pt","type":"article","venue":"INTERIN","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Computer Research Institute of Montréal","funders":"","keywords":"Humanities; Curitiba; Sociology; Art","score_opus":0.08301826512228078,"score_gpt":0.3723519540483167,"score_spread":0.28933368892603595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197809794","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93534696,0.0056327237,0.0017268035,0.018114345,0.001599491,0.00051563757,0.000060101454,0.00024007692,0.036763836],"genre_scores_gemma":[0.98528725,0.0012248908,0.001375755,0.0009426592,0.0002404595,0.00015849204,0.000018580315,0.000040172337,0.010711722],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.996553,0.00080860854,0.00067047286,0.0005432758,0.00054030144,0.00088434474],"domain_scores_gemma":[0.9975411,0.00037004473,0.00033869754,0.00074852235,0.0006071063,0.0003945039],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006836828,0.00039841395,0.0006252203,0.0001015983,0.0010824167,0.00035694079,0.0009690846,0.00028027073,0.0010923252],"category_scores_gemma":[0.0017410426,0.00039226792,0.00023455723,0.000621851,0.001035314,0.00024789447,0.00057656603,0.0005225699,0.00016667362],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010563681,0.0005479872,0.023823721,0.000700712,0.00044426016,0.00030313386,0.89725137,0.000014896944,0.008993754,0.007887283,0.015268519,0.044658728],"study_design_scores_gemma":[0.0007997562,0.00025756893,0.005544158,0.0016549521,0.00027083931,0.00017466811,0.8517018,0.0010588971,0.012645938,0.0017657093,0.123065285,0.0010604523],"about_ca_topic_score_codex":0.0011992805,"about_ca_topic_score_gemma":0.0062321066,"teacher_disagreement_score":0.107796766,"about_ca_system_score_codex":0.00039688026,"about_ca_system_score_gemma":0.0016475356,"threshold_uncertainty_score":0.9998529},"labels":[],"label_agreement":null},{"id":"W4206648288","doi":"10.33423/jabe.v23i3.4344","title":"The New Technologies and the Paradox of Global Consumption","year":2021,"lang":"en","type":"article","venue":"Journal of Applied Business and Economics","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Consumption (sociology); Globalization; Advertising; Mass media; Business; Social media; Marketing; Economics; Computer science; Sociology; Social science; Market economy","score_opus":0.026448668205560796,"score_gpt":0.2718060202553736,"score_spread":0.2453573520498128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206648288","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.944617,0.011506883,0.00015440256,0.03857552,0.00017108579,0.000059052876,0.0000010301887,0.000004755967,0.0049102963],"genre_scores_gemma":[0.8899349,0.10972842,0.00022070661,0.000051511724,0.00004215532,0.0000010414841,7.22155e-8,8.367492e-7,0.000020347856],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99969393,0.000015201083,0.00017085463,0.00003184518,0.000036722395,0.000051422645],"domain_scores_gemma":[0.99939454,0.0002131099,0.00021941053,0.00007729129,0.00008117298,0.000014496621],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039054238,0.00002987511,0.000121578785,0.0000060472057,0.00027662175,0.000060448256,0.0001175116,0.000028095352,0.0000022927577],"category_scores_gemma":[0.000089019806,0.000016491224,0.000016691925,0.000060329472,0.00056989177,0.000044473327,0.00006919941,0.000047290207,3.8723377e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011172887,0.000008852844,0.004318348,0.0000069112234,0.000054807497,2.8416193e-7,0.0015497004,0.000021899801,0.000009768507,0.83615625,0.0005613198,0.15720013],"study_design_scores_gemma":[0.0024903761,0.000012526184,0.06236432,0.000037313173,0.000110140645,0.00003067925,0.104708515,0.00006272669,0.000153373,0.5457744,0.2841215,0.00013412564],"about_ca_topic_score_codex":0.000035412533,"about_ca_topic_score_gemma":0.0005078413,"teacher_disagreement_score":0.29038185,"about_ca_system_score_codex":0.000013230895,"about_ca_system_score_gemma":0.000119031916,"threshold_uncertainty_score":0.21275789},"labels":[],"label_agreement":null},{"id":"W4231387414","doi":"10.4000/communication.2157","title":"Dominique AUGEY, François DEMERS et Jean-François TÉTU, (dir.) (2008), Figures du journalisme. Brésil, Bretagne, France, La Réunion, Mexique, Québec","year":2010,"lang":"fr","type":"article","venue":"Communication","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art","score_opus":0.013937400147206718,"score_gpt":0.3009912458578185,"score_spread":0.28705384571061177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231387414","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0531602,0.41872668,0.0012733603,0.39405957,0.0027204398,0.0010158545,0.000074555646,0.00034904937,0.12862028],"genre_scores_gemma":[0.56361616,0.36559662,0.0042205886,0.0044545783,0.00061707286,0.000298622,0.00010804213,0.00009043663,0.06099786],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99252164,0.0042730877,0.0011634367,0.0004891271,0.00084009103,0.00071264175],"domain_scores_gemma":[0.99004614,0.0045404714,0.00093611004,0.0030468586,0.0009863365,0.00044407314],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.00474319,0.00053257594,0.0007262992,0.00024235477,0.0029922577,0.00033319183,0.003503799,0.0007991689,0.0040714843],"category_scores_gemma":[0.0023641423,0.0005567529,0.0003693737,0.0011138017,0.0034655908,0.0011367216,0.0007585002,0.0025141628,0.00046768834],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006524489,0.00077826105,0.018622387,0.00011329368,0.0003740983,0.0000066674224,0.057020556,0.000051135154,0.0009501431,0.095765054,0.72903025,0.0972229],"study_design_scores_gemma":[0.000873107,0.000054836284,0.015585225,0.00026339875,0.00015575808,0.000019163039,0.0027709305,0.00035829158,0.00020091725,0.008117744,0.97102016,0.0005804754],"about_ca_topic_score_codex":0.10986412,"about_ca_topic_score_gemma":0.3730629,"teacher_disagreement_score":0.51045597,"about_ca_system_score_codex":0.00015332169,"about_ca_system_score_gemma":0.0011393571,"threshold_uncertainty_score":0.9997871},"labels":[],"label_agreement":null},{"id":"W4281487062","doi":"10.32920/ifmj.v2i2.1561","title":"Immersive Telejournalistic Narratives in the Covid-19 Pandemic","year":2022,"lang":"en","type":"article","venue":"Interactive Film and Media Journal","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Interactivity; Narrative; Context (archaeology); Semiotics; Sociology; Multimodality; Journalism; Syntax; Linguistics; Media studies; Computer science; Multimedia; History; World Wide Web","score_opus":0.11438495179657628,"score_gpt":0.41222366115762854,"score_spread":0.2978387093610523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281487062","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88502777,0.0066522383,0.00050896464,0.077608295,0.00220115,0.000339079,0.000029128667,0.000014740632,0.027618626],"genre_scores_gemma":[0.9926063,0.0029626258,0.00002968614,0.0038655766,0.00026015477,0.000046391877,0.0000022036447,0.0000034149102,0.00022364079],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9972492,0.0018360679,0.00020228472,0.00009220656,0.00042688017,0.0001933902],"domain_scores_gemma":[0.99690354,0.0025783388,0.00019543529,0.000081943304,0.000074515934,0.0001662516],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002043706,0.00007256568,0.00013143886,0.00012259428,0.0019802363,0.00008196403,0.0004009143,0.000020234464,0.0012076325],"category_scores_gemma":[0.0021338288,0.000050586877,0.000049551072,0.00021570703,0.00029416825,0.00018015818,0.00010197619,0.00088229286,0.000003703973],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000082978055,0.000058911814,0.025811829,0.0000016950688,0.00003646425,0.00006956113,0.9549479,0.0000121606545,0.000055847424,0.0026519734,0.014110675,0.0021600178],"study_design_scores_gemma":[0.00030457412,0.000037701324,0.0038642797,0.0000063106704,0.000007438139,0.00029465635,0.6519629,0.000004112635,8.756167e-7,0.008917679,0.33454597,0.000053536238],"about_ca_topic_score_codex":0.00023708976,"about_ca_topic_score_gemma":0.0012162016,"teacher_disagreement_score":0.3204353,"about_ca_system_score_codex":0.00024201356,"about_ca_system_score_gemma":0.00037685342,"threshold_uncertainty_score":0.9997054},"labels":[],"label_agreement":null},{"id":"W4285200274","doi":"10.1590/1809-58442022110pt","title":"Uma metodologia reflexiva para desocidentalizar o subcampo da Comunicação Organizacional LatinoAmericana","year":2022,"lang":"pt","type":"article","venue":"Intercom Revista Brasileira de Ciências da Comunicação","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Université du Québec à Montréal","funders":"","keywords":"Humanities; Sociology; Philosophy","score_opus":0.15640423266068168,"score_gpt":0.3890872826201773,"score_spread":0.2326830499594956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285200274","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93062806,0.026273726,0.0014715398,0.011072363,0.0022531173,0.0025472238,0.0010091299,0.00094358984,0.023801232],"genre_scores_gemma":[0.98117495,0.002820879,0.0012613551,0.006028608,0.00034281844,0.0004188065,0.00046043593,0.00021149074,0.0072806454],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.980261,0.011080084,0.002558126,0.0015864233,0.0025325066,0.0019818041],"domain_scores_gemma":[0.9877569,0.004124628,0.0019939533,0.004469759,0.0007126914,0.00094208436],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["sts","open_science"],"category_scores_codex":[0.0056375004,0.0012093779,0.0022683698,0.0005168412,0.0057207616,0.0009960032,0.0095319245,0.0004652922,0.011472099],"category_scores_gemma":[0.0027273984,0.0013653657,0.0010102919,0.0036788648,0.0028693322,0.000587491,0.009242795,0.003306135,0.00066270685],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009584117,0.003339264,0.4647762,0.0003807895,0.0028837218,0.00053794193,0.16388185,0.00015513276,0.001527968,0.14992717,0.19539796,0.01623361],"study_design_scores_gemma":[0.0028878406,0.0012962112,0.06280091,0.000673815,0.0010302834,0.00030698575,0.31895494,0.0013349635,0.00010724483,0.0014857377,0.60546005,0.0036610328],"about_ca_topic_score_codex":0.003638935,"about_ca_topic_score_gemma":0.0014824717,"teacher_disagreement_score":0.41006207,"about_ca_system_score_codex":0.0030801753,"about_ca_system_score_gemma":0.0014813594,"threshold_uncertainty_score":0.9998443},"labels":[],"label_agreement":null},{"id":"W4285299714","doi":"10.1590/1809-58442022110en","title":"A reflexive methodology for de-westernizing the subfield of Latin American Organizational Communication","year":2022,"lang":"en","type":"article","venue":"Intercom Revista Brasileira de Ciências da Comunicação","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Université du Québec à Montréal","funders":"","keywords":"Reflexivity; Latin Americans; Organizational communication; Sociology; Knowledge management; Production (economics); Knowledge production; Political science; Epistemology; Computer science; Social science","score_opus":0.17983697599441076,"score_gpt":0.4079473771172409,"score_spread":0.22811040112283013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285299714","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9293001,0.0031904094,0.03831101,0.016506921,0.0002274547,0.0013917652,0.00012396666,0.0001743902,0.0107739465],"genre_scores_gemma":[0.9819263,0.00033519368,0.014861557,0.0020369797,0.000057963203,0.00030221563,0.000055338307,0.000023767596,0.00040063797],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99407786,0.0045230347,0.0005252997,0.00019877373,0.0003297392,0.00034527818],"domain_scores_gemma":[0.990755,0.0071997535,0.0005782933,0.0010454843,0.00034405454,0.00007742158],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0047378372,0.00013487384,0.00038035808,0.000094791096,0.0016966773,0.000086708285,0.0022395016,0.0000525442,0.0002345117],"category_scores_gemma":[0.0032356193,0.00012570694,0.00014592579,0.0006649004,0.00093173544,0.00007885317,0.0010847191,0.00045316276,0.0000040177642],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001817306,0.0002210638,0.264228,0.0000461111,0.0002113335,0.0000014890118,0.14596006,0.00008384322,0.00093785126,0.57215744,0.00468859,0.011282502],"study_design_scores_gemma":[0.0012455704,0.00059682725,0.10196685,0.00019258348,0.0002874165,0.000023044255,0.42408112,0.0011880572,0.0004179182,0.016364142,0.45283976,0.0007967076],"about_ca_topic_score_codex":0.0017287761,"about_ca_topic_score_gemma":0.0018594027,"teacher_disagreement_score":0.5557933,"about_ca_system_score_codex":0.0003099372,"about_ca_system_score_gemma":0.00038088363,"threshold_uncertainty_score":0.999603},"labels":[],"label_agreement":null},{"id":"W4293206354","doi":"10.26664/issn.2238-5126.111202211782","title":"Conexões históricas entre a comunicação publicitária e as relações capitalistas a partir do “comum”","year":2022,"lang":"pt","type":"article","venue":"Revista Brasileira de História da Mídia","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Sociology; Political science; Philosophy","score_opus":0.0666174205550806,"score_gpt":0.3382516616453033,"score_spread":0.2716342410902227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293206354","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71189153,0.1363645,0.00011096925,0.031677417,0.004610269,0.004216688,0.0016067547,0.0011694472,0.10835242],"genre_scores_gemma":[0.9556421,0.0043210615,0.00018746234,0.0021555752,0.00052413996,0.0010193499,0.00031508208,0.00014490348,0.035690296],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9870593,0.0055538104,0.001898054,0.0014220594,0.0022412725,0.0018255265],"domain_scores_gemma":[0.99181986,0.0020798235,0.0015151802,0.003017372,0.0005201711,0.0010476221],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0037623884,0.00095868774,0.0016971999,0.00045272394,0.00697752,0.0014949922,0.004063092,0.00036814905,0.016787862],"category_scores_gemma":[0.0022698555,0.0010802511,0.00080751796,0.0026698702,0.0015728208,0.00060839864,0.0026811745,0.0017896983,0.0012616486],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002512676,0.0011397714,0.04261688,0.00026942976,0.0006227116,0.00022144805,0.1501981,0.00003099979,0.00014270659,0.32442906,0.477605,0.0024726258],"study_design_scores_gemma":[0.0012232771,0.00029864878,0.004187724,0.00015173397,0.00050190825,0.00006541356,0.10400511,0.00020813866,0.000004870003,0.0008287389,0.88734794,0.0011765196],"about_ca_topic_score_codex":0.0028438293,"about_ca_topic_score_gemma":0.0010477036,"teacher_disagreement_score":0.40974292,"about_ca_system_score_codex":0.0034103785,"about_ca_system_score_gemma":0.0022566624,"threshold_uncertainty_score":0.9995416},"labels":[],"label_agreement":null},{"id":"W4313210606","doi":"10.25200/slj.v11.n2.2022.496","title":"Jornalistas e construção midiática dos problemas públicos","year":2022,"lang":"pt","type":"article","venue":"Sur le journalisme About journalism Sobre jornalismo","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"MIDI; Computer science; Operating system","score_opus":0.06714491622944091,"score_gpt":0.3104410164876062,"score_spread":0.24329610025816528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313210606","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1583492,0.13142978,0.0022658426,0.5641279,0.0237047,0.005551222,0.002080886,0.0011710682,0.111319356],"genre_scores_gemma":[0.8894083,0.04155387,0.0005404333,0.0136447,0.0045267744,0.0005771084,0.000139891,0.00046779873,0.049141124],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.97040915,0.011149272,0.0051918062,0.0017534461,0.0076576215,0.0038386986],"domain_scores_gemma":[0.98438287,0.001910288,0.0057695387,0.002609123,0.0025469945,0.0027811714],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.014241301,0.0019086401,0.0030295742,0.0017567088,0.018295944,0.0026301816,0.0065748706,0.00073193514,0.017287385],"category_scores_gemma":[0.001451133,0.002003046,0.002382878,0.0047182273,0.002100544,0.0022822565,0.0030106325,0.0084855165,0.0003847007],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009608918,0.003934068,0.004973696,0.0004799569,0.004553261,0.0023087459,0.18914944,0.0018673178,0.0009947774,0.14485973,0.6340985,0.011819652],"study_design_scores_gemma":[0.005714071,0.0004316278,0.0016558327,0.00076040067,0.000999023,0.0027839888,0.08077382,0.0005202277,0.00010569302,0.018593296,0.8853151,0.0023469154],"about_ca_topic_score_codex":0.005806059,"about_ca_topic_score_gemma":0.001531104,"teacher_disagreement_score":0.7310591,"about_ca_system_score_codex":0.00216198,"about_ca_system_score_gemma":0.007055485,"threshold_uncertainty_score":0.99936575},"labels":[],"label_agreement":null},{"id":"W4313304139","doi":"10.32920/ifmj.v2i4.1675","title":"Immersive Multi-Screen Journalistic Narratives","year":2022,"lang":"en","type":"article","venue":"Interactive Film and Media Journal","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Interactivity; Narrative; Context (archaeology); Semiotics; Journalism; Sociology; Computer science; Media studies; Multimedia; Linguistics; History","score_opus":0.06358380053636528,"score_gpt":0.37105203887975996,"score_spread":0.30746823834339465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313304139","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75757486,0.018304136,0.008147064,0.074865565,0.011881476,0.00074153667,0.0001838825,0.0000717702,0.1282297],"genre_scores_gemma":[0.9948723,0.0018239644,0.0005361626,0.0005404716,0.00042375794,0.000023120929,0.000003979491,0.0000071005875,0.0017691734],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99825203,0.00080868026,0.00020665773,0.00010653527,0.00040793407,0.00021814677],"domain_scores_gemma":[0.99867326,0.0005835377,0.00023827393,0.00007956699,0.00020761164,0.0002177771],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000753583,0.000087526,0.0001610289,0.000120951314,0.0025362007,0.000092524395,0.00028888622,0.000021905827,0.002744039],"category_scores_gemma":[0.00077260414,0.00007696493,0.000070217175,0.00013733207,0.0002690294,0.0002796729,0.00017412195,0.00071783905,0.000010324155],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015570111,0.00016950865,0.004696634,0.0000022399681,0.00021886008,0.00008449409,0.9504976,0.000010521603,0.0005064148,0.0037611953,0.029690256,0.010206522],"study_design_scores_gemma":[0.0005505674,0.00007433783,0.0060580536,0.000021812897,0.000020401865,0.000116815594,0.6816225,0.000031526335,0.000029285013,0.002460546,0.30889648,0.000117681615],"about_ca_topic_score_codex":0.00013394766,"about_ca_topic_score_gemma":0.00031878726,"teacher_disagreement_score":0.27920625,"about_ca_system_score_codex":0.00013099588,"about_ca_system_score_gemma":0.00019302491,"threshold_uncertainty_score":0.99876237},"labels":[],"label_agreement":null},{"id":"W4320933661","doi":"","title":"Les enjeux de la communication en périodes de crise : le rôle joué par le Mídia NINJA dans la contestation au Brésil","year":2018,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.02831313310234254,"score_gpt":0.29425147294170007,"score_spread":0.26593833983935755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320933661","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3468476,0.008215964,0.09401506,0.07961793,0.00034355992,0.0010120105,0.0001261139,0.0004903384,0.4693314],"genre_scores_gemma":[0.92745686,0.015168272,0.04592087,0.00015112362,0.000107503794,0.0003941572,0.00043517197,0.00009163931,0.01027438],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.94231683,0.053908203,0.001131337,0.00092687545,0.00080120726,0.0009155553],"domain_scores_gemma":[0.97621983,0.014568748,0.001325091,0.0036660347,0.0037101107,0.00051018526],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.024107127,0.00065273535,0.00078572606,0.0002396472,0.0046818345,0.000869792,0.004021072,0.0009226348,0.00023248067],"category_scores_gemma":[0.009047913,0.00077217893,0.00042045864,0.00079978636,0.0056408537,0.0005377184,0.0022882877,0.0014912355,0.00012279983],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028408784,0.0011793189,0.025078552,0.00016036238,0.0002047594,0.00000414249,0.2943709,0.0000915514,0.0024595829,0.64631015,0.0037491382,0.026363172],"study_design_scores_gemma":[0.0031505097,0.000007225398,0.140415,0.006693162,0.0005043047,0.00007191783,0.113585375,0.014326773,0.035242606,0.14690128,0.53655016,0.0025516748],"about_ca_topic_score_codex":0.12201077,"about_ca_topic_score_gemma":0.07097397,"teacher_disagreement_score":0.58060926,"about_ca_system_score_codex":0.0010473846,"about_ca_system_score_gemma":0.0038984807,"threshold_uncertainty_score":0.9994729},"labels":[],"label_agreement":null},{"id":"W4320933668","doi":"","title":"La justice, l’accusé et le candidat Lula dans les couvertures des hebdomadaires brésiliens : 12/07/2017 au 31/01/2018","year":2019,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Physics","score_opus":0.038562077131070904,"score_gpt":0.28562606991585304,"score_spread":0.24706399278478214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320933668","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14382519,0.008617106,0.03166787,0.03527643,0.0016253252,0.0010344413,0.00024931584,0.0003053867,0.77739894],"genre_scores_gemma":[0.84883976,0.017300112,0.008683006,0.0003065891,0.000119606375,0.00018693646,0.00040414502,0.00008412523,0.124075696],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.97668976,0.018563384,0.0011123645,0.0013388473,0.0011892021,0.0011064517],"domain_scores_gemma":[0.9830978,0.009086562,0.0012263077,0.0040449775,0.0019919262,0.00055242085],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0105842585,0.0008410604,0.0010206115,0.0002369821,0.0043614763,0.0007875891,0.0040883864,0.00087280705,0.00043703013],"category_scores_gemma":[0.004343826,0.0008726387,0.00054647436,0.0006617311,0.005087415,0.0005243987,0.0032919482,0.0015346269,0.0005702893],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055864453,0.0016394961,0.02490189,0.0007119609,0.00049494347,0.000014177525,0.31512457,0.00044037317,0.0012934873,0.5780502,0.039257824,0.03801522],"study_design_scores_gemma":[0.0015653922,0.0000035941493,0.063895285,0.0042548184,0.00056969846,0.000031830463,0.049098413,0.003094678,0.0035319661,0.008170453,0.8640842,0.0016997061],"about_ca_topic_score_codex":0.085893534,"about_ca_topic_score_gemma":0.27594316,"teacher_disagreement_score":0.82482636,"about_ca_system_score_codex":0.00082113186,"about_ca_system_score_gemma":0.0028681227,"threshold_uncertainty_score":0.9993724},"labels":[],"label_agreement":null},{"id":"W4362705389","doi":"10.46230/2674-8266-15-7478","title":"Fanfics corporativas","year":2023,"lang":"pt","type":"article","venue":"Revista Linguagem em Foco","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Philosophy; Humanities","score_opus":0.13106488031475105,"score_gpt":0.39876819436649646,"score_spread":0.2677033140517454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362705389","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45005313,0.10819788,0.0013364246,0.032813016,0.008549506,0.00568118,0.00022241475,0.003967496,0.38917896],"genre_scores_gemma":[0.83039373,0.018990276,0.00010918419,0.0003929284,0.0010642112,0.0000818044,0.00005704593,0.000049080198,0.14886174],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970673,0.0006146346,0.0005801571,0.00042812974,0.00071580685,0.000593978],"domain_scores_gemma":[0.99750084,0.0006906564,0.00038218565,0.000936688,0.00026282162,0.00022679422],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016344987,0.00027274966,0.00050296634,0.00016226011,0.0012824731,0.0004382824,0.0009258245,0.00018093099,0.00046728642],"category_scores_gemma":[0.0013126588,0.00026956247,0.0002346377,0.0022997695,0.00031992208,0.00012859954,0.00048280286,0.00038228274,0.0045391032],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002922797,0.00019878123,0.004904627,0.0004931269,0.0003300762,0.00014802998,0.4101049,0.000019316049,0.00010783965,0.13932887,0.3522948,0.0920404],"study_design_scores_gemma":[0.00019918765,0.00004137575,0.0008015073,0.00022887398,0.000073132025,8.592846e-7,0.11722691,0.00019467251,0.000020572159,0.0007196669,0.8801587,0.0003344962],"about_ca_topic_score_codex":0.00010567842,"about_ca_topic_score_gemma":0.00028496693,"teacher_disagreement_score":0.5278639,"about_ca_system_score_codex":0.00008992096,"about_ca_system_score_gemma":0.00028863494,"threshold_uncertainty_score":0.9999757},"labels":[],"label_agreement":null},{"id":"W4366774187","doi":"10.18568/1983-7070.513159-177%y","title":"Absolut x Adbusters: vínculos sociais da publicidade revelados pela antipublicidade","year":2008,"lang":"pt","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sociology; Humanities; Anthropology; Psychology; Social psychology; Art","score_opus":0.5560266191618973,"score_gpt":0.6006851315897614,"score_spread":0.04465851242786412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366774187","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.690596,0.14431317,0.00054251426,0.025477584,0.0045415475,0.002720587,0.00025166193,0.00027785514,0.13127908],"genre_scores_gemma":[0.8435592,0.14051554,0.00013676957,0.0015927702,0.000826845,0.00012814092,0.000029212371,0.00010228834,0.013109211],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9896692,0.0023614843,0.002429449,0.0010437963,0.0029920384,0.0015040338],"domain_scores_gemma":[0.99082327,0.001601827,0.0031302655,0.0016928138,0.0017246505,0.0010272034],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004500226,0.00085477927,0.0021320025,0.0014944073,0.00403169,0.004210724,0.011388463,0.0005759378,0.02586618],"category_scores_gemma":[0.002517027,0.0008402623,0.00079695176,0.004529186,0.0018861941,0.00741276,0.0042688986,0.0016231807,0.0003090599],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011834398,0.00078498904,0.42411566,0.00013225444,0.00091924774,0.000062682746,0.025527472,0.000014888707,0.001729659,0.0006677843,0.5366503,0.009276722],"study_design_scores_gemma":[0.0013973389,0.00003065006,0.73042244,0.00091387075,0.0003675564,0.00003956872,0.019193396,0.0000905523,0.00083460263,0.0022392576,0.24293183,0.0015389508],"about_ca_topic_score_codex":0.0076631787,"about_ca_topic_score_gemma":0.0010548481,"teacher_disagreement_score":0.30630678,"about_ca_system_score_codex":0.0004121654,"about_ca_system_score_gemma":0.001368515,"threshold_uncertainty_score":0.9994048},"labels":[],"label_agreement":null},{"id":"W4385172881","doi":"10.15210/interfaces.v21i0.21385","title":"Eleições federais canadenses em jornais do Quebec: uma análise da visibilidade de atores sociais na cobertura de impressos regionais","year":2021,"lang":"pt","type":"article","venue":"Interfaces Brasil/Canadá","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Political science; Humanities; Physics; Art","score_opus":0.04721083974760066,"score_gpt":0.3428072662082957,"score_spread":0.29559642646069506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385172881","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9327964,0.031714328,0.000121362296,0.025573153,0.0014000931,0.00048189887,0.0002593567,0.00018769417,0.0074656787],"genre_scores_gemma":[0.9649705,0.0044086277,0.00016268222,0.0026170365,0.00051478564,0.0001243246,0.00003401328,0.000083753286,0.027084252],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.99324834,0.001722897,0.0010319671,0.0010762677,0.0011983268,0.0017222132],"domain_scores_gemma":[0.9944001,0.0018131547,0.00063233526,0.0012995964,0.0009033871,0.00095142046],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000894981,0.00073416706,0.0010248622,0.00020848938,0.0025646258,0.0018166108,0.0018857041,0.0005857444,0.0021834746],"category_scores_gemma":[0.0022272174,0.00077141763,0.0004086677,0.000970225,0.0011139038,0.0006046535,0.0007214325,0.00093707093,0.00013381462],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015618053,0.00038482386,0.07438663,0.00024443548,0.0014415728,0.00043070535,0.34098116,0.000053978198,0.0044045215,0.0031309847,0.51562583,0.05875915],"study_design_scores_gemma":[0.0016059355,0.00021591796,0.07961575,0.0014764486,0.0005728904,0.0001255897,0.5911627,0.0005035682,0.02838176,0.0016784087,0.29220328,0.0024577794],"about_ca_topic_score_codex":0.49749115,"about_ca_topic_score_gemma":0.9492605,"teacher_disagreement_score":0.45176935,"about_ca_system_score_codex":0.0018597501,"about_ca_system_score_gemma":0.0046143364,"threshold_uncertainty_score":0.9994737},"labels":[],"label_agreement":null},{"id":"W4389307200","doi":"10.1007/s43621-023-00170-6","title":"Twitter conversations on sustainable development goals in Brazilian public universities using natural language processing","year":2023,"lang":"en","type":"article","venue":"Discover Sustainability","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal; Polytechnique Montréal","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Subject (documents); Social media; Sustainable development; Period (music); Microblogging; Political science; Public relations; Computer science; World Wide Web","score_opus":0.03852504447483552,"score_gpt":0.3635543018315249,"score_spread":0.32502925735668936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389307200","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98211724,0.00017955728,0.000057224082,0.007167399,0.00007562272,0.00041063945,0.0000019104782,0.00011126508,0.009879144],"genre_scores_gemma":[0.9869597,0.000010561821,0.00004494407,0.00017349355,0.000029722034,0.000032745727,0.000017964107,0.000007382189,0.012723483],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99832964,0.0003286502,0.0001959172,0.00023928696,0.00035210972,0.00055437157],"domain_scores_gemma":[0.99903196,0.00021218859,0.00006909623,0.00025332367,0.0003612898,0.00007211737],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010574259,0.000112081005,0.00015400063,0.00027913865,0.0010923756,0.00017325512,0.00029804988,0.00005542,0.00005729584],"category_scores_gemma":[0.000589373,0.000109873625,0.000041898867,0.0012481043,0.00038834554,0.0007033819,0.00022478754,0.00016847745,0.000012325222],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041339335,0.00016880382,0.18740284,0.00027592343,0.000028925602,0.0000919122,0.7584987,0.00014520265,0.0000077668155,0.046279572,0.0009811891,0.0060777958],"study_design_scores_gemma":[0.00020291048,0.0000056669105,0.069347076,0.000015579533,0.0000040645646,1.0840463e-7,0.9078378,0.00021534953,0.000015254485,0.0013916959,0.020827511,0.00013695096],"about_ca_topic_score_codex":0.0038496119,"about_ca_topic_score_gemma":0.002948467,"teacher_disagreement_score":0.14933911,"about_ca_system_score_codex":0.0019271827,"about_ca_system_score_gemma":0.0028283806,"threshold_uncertainty_score":0.840178},"labels":[],"label_agreement":null},{"id":"W4394586654","doi":"10.62507/a21.v1i1.14","title":"A ESTÉTICA INDICIAL DE CADA DIA: O FASCÍNIO INTERMINÁVEL DO JOGO DE LÁGRIMAS NA MÍDIA DO SÉCULO 21","year":2013,"lang":"pt","type":"article","venue":"Arte 21","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Humanities; Philosophy; Art","score_opus":0.0348479486548756,"score_gpt":0.3232492617691709,"score_spread":0.2884013131142953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394586654","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89283335,0.0039165355,0.00024543598,0.016044693,0.0013463799,0.00069976307,0.000019981,0.000118674056,0.08477518],"genre_scores_gemma":[0.98870903,0.0021058016,0.00026517967,0.0015320452,0.0006648166,0.00021276477,0.000006211063,0.00002910177,0.0064750374],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99679154,0.0006914347,0.0005201287,0.00042157937,0.0005845211,0.000990778],"domain_scores_gemma":[0.997603,0.0007167695,0.00026695334,0.00070637785,0.00022077038,0.00048611182],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00089667225,0.0003152323,0.00047312654,0.00011893349,0.0011269597,0.00039802463,0.0010783747,0.00029139407,0.0014785522],"category_scores_gemma":[0.00074372086,0.00030096402,0.00020904366,0.0004994766,0.0007965558,0.00036121826,0.0005064733,0.00057372847,0.0024675028],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043182365,0.00064736727,0.1440046,0.00008822802,0.0005031073,0.00005238735,0.5247676,0.0000036179467,0.0011888294,0.02602818,0.15950388,0.14316903],"study_design_scores_gemma":[0.0020406914,0.00039061924,0.31094322,0.00053795375,0.00046969284,0.000029867131,0.21639049,0.00049168366,0.0005872592,0.024062276,0.442354,0.0017022653],"about_ca_topic_score_codex":0.0044946596,"about_ca_topic_score_gemma":0.0037777836,"teacher_disagreement_score":0.30837712,"about_ca_system_score_codex":0.00025729384,"about_ca_system_score_gemma":0.0006510933,"threshold_uncertainty_score":0.99994427},"labels":[],"label_agreement":null},{"id":"W4394824886","doi":"10.18764/2358-4319v17n1.2024.10","title":"A infância em face da racionalidade neoliberal: midiatização e dessimbolização da linguagem em sociedades complexas","year":2024,"lang":"pt","type":"article","venue":"Revista Educação e Emancipação","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Physics; Sociology","score_opus":0.11421451583340562,"score_gpt":0.40699500703844804,"score_spread":0.2927804912050424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394824886","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45388648,0.4645005,0.007531414,0.037153054,0.013874706,0.0050506885,0.0008554761,0.0028823595,0.01426534],"genre_scores_gemma":[0.91273373,0.01281945,0.0006559774,0.0033146038,0.0027870235,0.000411477,0.00029766827,0.0002670945,0.06671297],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.98934704,0.0021224292,0.0021602365,0.0019069593,0.0022506022,0.0022127137],"domain_scores_gemma":[0.9921698,0.0028960973,0.00080169295,0.0021800208,0.000631258,0.0013211293],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0032170576,0.0013879087,0.0019655912,0.0005518996,0.002885119,0.0050614662,0.002778197,0.00074843405,0.0037055567],"category_scores_gemma":[0.002292274,0.0013869213,0.001119877,0.0035795413,0.0010085566,0.0009907787,0.001262357,0.0019482796,0.0027808123],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060569637,0.000620467,0.000534379,0.0024718915,0.0010736414,0.00014824988,0.7082227,0.000074946794,0.000088128014,0.07024877,0.1603187,0.05613759],"study_design_scores_gemma":[0.0005969071,0.00013514697,0.00068174925,0.0030562566,0.00076635083,0.00003983236,0.3309244,0.0020704425,0.000058004363,0.003684132,0.6560847,0.0019020734],"about_ca_topic_score_codex":0.0003861934,"about_ca_topic_score_gemma":0.0007690573,"teacher_disagreement_score":0.495766,"about_ca_system_score_codex":0.0010206256,"about_ca_system_score_gemma":0.003244884,"threshold_uncertainty_score":0.99988717},"labels":[],"label_agreement":null},{"id":"W4406750076","doi":"10.18617/liinc.v20i1.7046","title":"Comunicado de imprensa como indicador de atenção social qualificada da ciência","year":2024,"lang":"pt","type":"article","venue":"Liinc em Revista","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.09734135676730835,"score_gpt":0.403549704864659,"score_spread":0.30620834809735065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406750076","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6168615,0.16858274,0.001669382,0.11300367,0.0036680673,0.0022809224,0.00079629937,0.0016774124,0.091459975],"genre_scores_gemma":[0.966963,0.009488476,0.00017928939,0.0013567301,0.0011152321,0.00008653415,0.000046183337,0.00005935783,0.020705191],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946543,0.0020612187,0.00086191983,0.00057368306,0.00082508195,0.0010237892],"domain_scores_gemma":[0.9971376,0.0011664211,0.0003062867,0.0008356288,0.00015170952,0.00040237082],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0031134877,0.00039879695,0.00072374556,0.00014200904,0.0019592312,0.0011693814,0.0017813161,0.00046220093,0.0006879335],"category_scores_gemma":[0.0005995931,0.00039494762,0.00041515092,0.0011725065,0.00087150215,0.00020597727,0.0007256037,0.0011270626,0.00083802576],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056608347,0.00028084783,0.005784017,0.00096099335,0.0006337075,0.00010200281,0.36885732,0.0000015767766,0.00028474597,0.27713108,0.29513663,0.05077047],"study_design_scores_gemma":[0.00028488817,0.00006439663,0.0051293494,0.00056045916,0.00029596966,0.000007631012,0.06280293,0.00039604906,0.000024540877,0.0021218718,0.9277404,0.0005715143],"about_ca_topic_score_codex":0.0013568884,"about_ca_topic_score_gemma":0.0012290856,"teacher_disagreement_score":0.63260376,"about_ca_system_score_codex":0.00056342885,"about_ca_system_score_gemma":0.0011452379,"threshold_uncertainty_score":0.9999399},"labels":[],"label_agreement":null},{"id":"W4415518062","doi":"10.14393/htp-v7n1-2025-76982","title":"A Escuta","year":2025,"lang":"","type":"article","venue":"Revista Heterotópica","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Historicity (philosophy); Journalism; Impartiality; Legitimation; Citizen journalism; Character (mathematics); Newspaper; Authoritarianism","score_opus":0.03221943491294381,"score_gpt":0.3708525715503715,"score_spread":0.33863313663742767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415518062","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010164356,0.1444049,0.0016955882,0.055222154,0.0017453813,0.0014203892,0.000016720158,0.00019478869,0.78513575],"genre_scores_gemma":[0.8835205,0.05817526,0.00018197214,0.0046940628,0.00022426683,0.00011601657,0.0000033246638,0.0000121800285,0.05307246],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973479,0.00075336226,0.0005956051,0.0004121325,0.00039690293,0.00049408333],"domain_scores_gemma":[0.9979529,0.000442977,0.000175346,0.0010875787,0.0001875999,0.000153617],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006799568,0.00023511756,0.0005026902,0.00012640821,0.0012609186,0.00037985307,0.001053542,0.0001658489,0.0010979604],"category_scores_gemma":[0.000515269,0.00022999766,0.00025779233,0.0010138408,0.0007618665,0.00012749925,0.0005049864,0.0003218295,0.00057901075],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006425321,0.00039485187,0.0046231365,0.0006195871,0.00051982875,0.000008312535,0.014606449,0.0000017461425,0.000106435335,0.4178713,0.3730567,0.18812738],"study_design_scores_gemma":[0.00023725908,0.000029181052,0.0007630744,0.00043194173,0.00009896865,3.3044736e-7,0.0019328354,0.000052755688,0.000022463053,0.0010648647,0.9951697,0.00019660221],"about_ca_topic_score_codex":0.00014478462,"about_ca_topic_score_gemma":0.0000479672,"teacher_disagreement_score":0.8733561,"about_ca_system_score_codex":0.00014833448,"about_ca_system_score_gemma":0.00033749067,"threshold_uncertainty_score":0.99981517},"labels":[],"label_agreement":null},{"id":"W6901564880","doi":"10.60692/yjrmp-ntj49","title":"Titulares, hashtags y videojuegos","year":2018,"lang":"es","type":"article","venue":"Greater South Information System","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Context (archaeology); Theme (computing); Value (mathematics); Field (mathematics); Event (particle physics)","score_opus":0.06358822342924562,"score_gpt":0.28109759232001463,"score_spread":0.217509368890769,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6901564880","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24573703,0.00007718635,0.012636572,0.0024906031,0.0048057768,0.0013212699,0.000210284,0.00078244513,0.73193884],"genre_scores_gemma":[0.9970706,0.000007023898,0.00011925331,0.00047150237,0.00077263924,0.00007415015,0.000010920778,0.000009724296,0.0014641782],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99766797,0.00030363986,0.0007525798,0.000164188,0.00071392755,0.00039768292],"domain_scores_gemma":[0.9978709,0.000025227986,0.0005125334,0.0007424955,0.0006768594,0.00017194888],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00089760096,0.0002213853,0.0003158374,0.00021971266,0.0012574544,0.00062307314,0.0005973842,0.0001986129,0.0002419562],"category_scores_gemma":[0.00010021046,0.00019180078,0.000112100046,0.0005020098,0.0004483372,0.0010020577,0.00021248082,0.00013242182,0.017205082],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005687391,0.0000047744334,0.12314776,0.00035285437,0.00014854128,0.000001269826,0.83867824,0.0000017113193,5.235998e-7,0.027422495,0.0070259906,0.0031589416],"study_design_scores_gemma":[0.0013398052,0.0001456751,0.057810955,0.00070739066,0.00011687165,0.000009166333,0.3499012,0.0007274632,0.00016609284,0.000015647413,0.5884615,0.00059818383],"about_ca_topic_score_codex":0.00012056367,"about_ca_topic_score_gemma":0.0000034982834,"teacher_disagreement_score":0.7513336,"about_ca_system_score_codex":0.0001638868,"about_ca_system_score_gemma":0.00011656776,"threshold_uncertainty_score":0.98356014},"labels":[],"label_agreement":null},{"id":"W6902139921","doi":"10.6084/m9.figshare.24879039.v2","title":"Como as redes sociais influenciam a tomada de decisões sobre saúde: um estudo sobre letramento informacional em saúde e comunicação","year":2024,"lang":"pt","type":"article","venue":"Figshare","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Literacy; Digital literacy; Work (physics); Context (archaeology)","score_opus":0.09231166887434678,"score_gpt":0.37456131600241704,"score_spread":0.28224964712807027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902139921","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.036422487,0.08831756,0.000013932704,0.03929518,0.0028267133,0.004006207,0.24008664,0.0026413416,0.58638996],"genre_scores_gemma":[0.9442874,0.007897711,0.00019237804,0.0053266594,0.0011208799,0.0012177117,0.019465005,0.0001148217,0.02037742],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99547625,0.0004900782,0.00085827237,0.00058249466,0.0014971304,0.0010957731],"domain_scores_gemma":[0.9957658,0.0020221653,0.0003181204,0.00088540436,0.0005039167,0.0005045862],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006389423,0.0005590698,0.0006453765,0.00022300081,0.0021118552,0.0012334044,0.0020476652,0.00053321844,0.05397268],"category_scores_gemma":[0.0030656855,0.00055747584,0.00046927773,0.0012763476,0.00019849214,0.00084774283,0.0014337867,0.0010947188,0.009686801],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027638023,0.00017193971,0.00039905374,0.00046646182,0.0004083996,0.000056384455,0.08375785,0.000012537708,0.0000112182925,0.0024466175,0.8569584,0.055283535],"study_design_scores_gemma":[0.00035221563,0.00013544041,0.0026250677,0.004069653,0.000100260586,0.000018912755,0.040902942,0.0004254588,0.000057350775,0.0015390831,0.9491357,0.000637906],"about_ca_topic_score_codex":0.00038485174,"about_ca_topic_score_gemma":0.0024902183,"teacher_disagreement_score":0.9078649,"about_ca_system_score_codex":0.00065079523,"about_ca_system_score_gemma":0.0021089755,"threshold_uncertainty_score":0.9998034},"labels":[],"label_agreement":null},{"id":"W6939659407","doi":"10.6084/m9.figshare.24879039","title":"Como as redes sociais influenciam a tomada de decisões sobre saúde: um estudo sobre letramento informacional em saúde e comunicação","year":2024,"lang":"pt","type":"book","venue":"Open MIND","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Literacy; Digital literacy; Work (physics); Context (archaeology)","score_opus":0.09417259012524655,"score_gpt":0.3954665874642447,"score_spread":0.30129399733899814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939659407","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020463325,0.0058602975,0.000011043836,0.007868414,0.0011925034,0.0022111484,0.00046680588,0.000039380804,0.96188706],"genre_scores_gemma":[0.09252323,0.0313311,0.0028471495,0.0030246712,0.0010921921,0.0006966991,0.0006040285,0.00017101853,0.86770993],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9928661,0.00082061416,0.0016784554,0.0010755264,0.002188089,0.0013711888],"domain_scores_gemma":[0.994184,0.0018675679,0.0010000793,0.0016446904,0.0006018635,0.0007017863],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0031240936,0.0010311586,0.001604998,0.00033184158,0.0032241696,0.0027948224,0.006362166,0.0011427883,0.0050743283],"category_scores_gemma":[0.00085340795,0.0010202932,0.00063457305,0.0008927943,0.0015929354,0.0009975483,0.0055454853,0.0020429012,0.008454407],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002156049,0.0005965228,0.001023168,0.0002156713,0.0021163856,0.0001365447,0.24489976,0.000014319425,0.000026967664,0.013076561,0.24336058,0.49431792],"study_design_scores_gemma":[0.0007448192,0.00023868358,0.00034255505,0.0012999442,0.0005115566,0.000027323125,0.069207914,0.00005562847,0.000045004006,0.007180523,0.91928375,0.0010623144],"about_ca_topic_score_codex":0.0016708939,"about_ca_topic_score_gemma":0.012466597,"teacher_disagreement_score":0.67592317,"about_ca_system_score_codex":0.0014832367,"about_ca_system_score_gemma":0.0074792057,"threshold_uncertainty_score":0.9992247},"labels":[],"label_agreement":null},{"id":"W6948812211","doi":"10.5281/zenodo.11346049","title":"Procyon lotor","year":2005,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Subspecies; Significant difference; Captivity; Endangered species","score_opus":0.0735799157836977,"score_gpt":0.31382132679432967,"score_spread":0.24024141101063196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6948812211","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010163736,0.00026675008,0.0008556837,0.011445124,0.000081824845,0.00037429886,0.000018574476,0.0008990908,0.9758949],"genre_scores_gemma":[0.9901522,0.0005896287,0.00048949517,0.00037185056,0.0004315551,7.0927044e-8,0.00011953468,0.00038347003,0.0074621993],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99875146,0.00036694008,0.00013337986,0.00016633356,0.00033525663,0.0002466404],"domain_scores_gemma":[0.9991115,0.000030209396,0.000054642915,0.00028356066,0.00039155,0.0001285571],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00076060626,0.000060291724,0.00007543466,0.00008150618,0.004238632,0.0003636314,0.00084080885,0.000036710237,0.013047295],"category_scores_gemma":[0.0008051528,0.00006263142,0.000028523926,0.00033397746,0.00024923155,0.00021621051,0.00050229835,0.00013193468,0.012792618],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024639397,0.00014400198,0.000012562904,0.00001430714,0.00002690844,0.0000013645489,0.027014438,0.0000095350815,0.0005270291,0.06418365,0.44503564,0.46300593],"study_design_scores_gemma":[0.00015330533,0.000030050353,0.00021706194,0.0000072306466,0.0000040698765,0.000002718799,0.0025674708,0.000029647155,0.00007757879,0.00018379022,0.9966519,0.00007516097],"about_ca_topic_score_codex":0.000034995348,"about_ca_topic_score_gemma":0.0000058407186,"teacher_disagreement_score":0.97998846,"about_ca_system_score_codex":0.0001209695,"about_ca_system_score_gemma":0.000005046908,"threshold_uncertainty_score":0.99705774},"labels":[],"label_agreement":null},{"id":"W6958493705","doi":"10.6084/m9.figshare.24879039.v1","title":"Como as redes sociais influenciam a tomada de decisões sobre saúde: um estudo sobre letramento informacional em saúde e comunicação","year":2023,"lang":"pt","type":"article","venue":"Figshare","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Literacy; Digital literacy; Work (physics); Context (archaeology)","score_opus":0.1187057878117144,"score_gpt":0.3785002402483041,"score_spread":0.2597944524365897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958493705","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13899383,0.015056712,0.0000051346733,0.046183422,0.0022452555,0.0053476864,0.2817482,0.0038413194,0.50657845],"genre_scores_gemma":[0.91431487,0.0083610825,0.00014229871,0.006735744,0.0009714627,0.00176805,0.04108386,0.00012885072,0.026493762],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950667,0.000561604,0.0008767613,0.00053172425,0.0016485908,0.0013146156],"domain_scores_gemma":[0.99517864,0.0020696197,0.00055414694,0.0010176413,0.0006378676,0.00054206955],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000765343,0.0005378258,0.0007006423,0.0002596397,0.0029223328,0.00061054184,0.002372296,0.000531942,0.03630728],"category_scores_gemma":[0.005263945,0.0005618535,0.00041676097,0.0019684427,0.00019858545,0.000657393,0.0019434285,0.00087612006,0.01626106],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033250213,0.00016170355,0.0014808058,0.00020198744,0.00026463444,0.000034567955,0.0727329,0.000028129542,0.000011149124,0.00080205564,0.8956712,0.028577602],"study_design_scores_gemma":[0.0006503596,0.00013534968,0.016436018,0.0017709612,0.00006511892,0.000008407094,0.07093309,0.0003000231,0.000055645116,0.0012630488,0.90771514,0.0006668358],"about_ca_topic_score_codex":0.00041636082,"about_ca_topic_score_gemma":0.0030327956,"teacher_disagreement_score":0.77532107,"about_ca_system_score_codex":0.00048680292,"about_ca_system_score_gemma":0.0015178182,"threshold_uncertainty_score":0.9996833},"labels":[],"label_agreement":null},{"id":"W6974230890","doi":"10.58079/q9q1","title":"REVISTAS DE JORNALISMO E MEDIA","year":2010,"lang":"pt","type":"article","venue":"OpenEdition (OpenEdition)","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Context (archaeology); Government (linguistics)","score_opus":0.04646608594977756,"score_gpt":0.3225775306023564,"score_spread":0.2761114446525788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6974230890","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.042509384,0.0037575522,0.0017262341,0.5733656,0.022555253,0.0022417952,0.0010936948,0.0005533176,0.3521971],"genre_scores_gemma":[0.9262385,0.005832811,0.0012095688,0.041343156,0.00497954,0.0005939753,0.0008713124,0.00007140641,0.018859766],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99487096,0.0010070453,0.0009833033,0.0007209438,0.001452201,0.0009655597],"domain_scores_gemma":[0.99518347,0.0012541707,0.00067392393,0.0012094056,0.00088042853,0.000798595],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0030007972,0.0004976131,0.00066559605,0.000231662,0.0026602428,0.0007143597,0.0017115137,0.0005423785,0.024489366],"category_scores_gemma":[0.002203663,0.00052359694,0.00031386182,0.00097069325,0.0011408069,0.007632103,0.00045645612,0.0012772185,0.005844182],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000074433105,0.00047954233,0.00092558644,0.00008566501,0.00016112092,0.000041835145,0.0112340385,0.0000049445293,0.0008798843,0.69546187,0.28189647,0.008754585],"study_design_scores_gemma":[0.00095594086,0.000082823906,0.02654442,0.00022706564,0.00021233647,0.000026786787,0.0097800065,0.000055716257,0.0006459621,0.008626243,0.95208013,0.0007625741],"about_ca_topic_score_codex":0.00050340814,"about_ca_topic_score_gemma":0.02352854,"teacher_disagreement_score":0.8837291,"about_ca_system_score_codex":0.00021583127,"about_ca_system_score_gemma":0.0007933376,"threshold_uncertainty_score":0.9997216},"labels":[],"label_agreement":null},{"id":"W6986889697","doi":"","title":"A relação entre palavras-chave e valores-notícia no jornalismo online","year":2010,"lang":"pt","type":"dissertation","venue":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"The Internet; Doors; Session (web analytics)","score_opus":0.10166402137911547,"score_gpt":0.4363431153703516,"score_spread":0.33467909399123613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986889697","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71405286,0.03871764,0.00040318555,0.030865213,0.010056319,0.017620279,0.0050039794,0.0015395865,0.18174094],"genre_scores_gemma":[0.8445145,0.033223066,0.0019792903,0.00013446673,0.00080326723,0.0025797365,0.002920971,0.00011577371,0.11372894],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98809975,0.00037091444,0.0013155447,0.0020805818,0.0056511834,0.0024820403],"domain_scores_gemma":[0.9845178,0.0020804899,0.0008976374,0.0009059366,0.011028854,0.00056927337],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts","research_integrity"],"category_scores_codex":[0.013293259,0.00072071137,0.0009085131,0.005874285,0.008496996,0.00048236997,0.00374296,0.0016213104,0.0002430152],"category_scores_gemma":[0.022877106,0.00067764346,0.00024892812,0.009721559,0.0074504423,0.00089225767,0.00095510914,0.0035410607,0.00012013519],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010113415,0.004751803,0.020398868,0.0013974203,0.0011114813,0.00008006525,0.062975794,0.0000014835442,0.045049474,0.45233408,0.12596294,0.28492525],"study_design_scores_gemma":[0.0048372163,0.0046366667,0.008928165,0.0020918385,0.00037646256,0.00009284963,0.16268373,0.0055577434,0.0065431306,0.29496747,0.50466424,0.0046204845],"about_ca_topic_score_codex":0.0008051569,"about_ca_topic_score_gemma":0.0025032884,"teacher_disagreement_score":0.3787013,"about_ca_system_score_codex":0.00071583386,"about_ca_system_score_gemma":0.0078043127,"threshold_uncertainty_score":0.9996748},"labels":[],"label_agreement":null},{"id":"W6999414081","doi":"","title":"Colapso iminente: uma análise da reprodução da racionalidade neoliberal no governo do RS frente a Covid-19","year":2022,"lang":"en","type":"article","venue":"","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Rationality; Governor; Government (linguistics); State (computer science); Politics; Field (mathematics); Neoliberalism (international relations); Political philosophy","score_opus":0.07676697700913543,"score_gpt":0.3726290546553168,"score_spread":0.2958620776461814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999414081","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.115642376,0.0022365549,0.00024410007,0.11761678,0.0018303407,0.0011659625,0.00019636734,0.00051316683,0.7605544],"genre_scores_gemma":[0.8259399,0.00083701295,0.0008318931,0.012715442,0.00046408022,0.00052734854,0.000089877285,0.000023847204,0.15857062],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972226,0.00067303557,0.0003168236,0.0004161071,0.0010060802,0.00036534597],"domain_scores_gemma":[0.9980788,0.0005708146,0.00017252438,0.0007427251,0.00013063598,0.0003044948],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012606874,0.0001438356,0.00022462134,0.00006318672,0.0022159445,0.00016464625,0.0008903048,0.000044905777,0.011992487],"category_scores_gemma":[0.0015835175,0.00013868301,0.00012081065,0.0005072821,0.0003511241,0.00017836501,0.0008315237,0.0002856004,0.00021271032],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011781567,0.0002486842,0.013507786,0.000014428629,0.00007711461,0.000016314052,0.05016895,0.000032846474,0.00007363317,0.11327412,0.8203776,0.0020907316],"study_design_scores_gemma":[0.00052642194,0.000040600007,0.00090543233,0.0000041945473,0.00001709201,0.0000029820337,0.029372321,0.00004578505,0.000007866005,0.002703014,0.9661896,0.00018469419],"about_ca_topic_score_codex":0.010267654,"about_ca_topic_score_gemma":0.0013232545,"teacher_disagreement_score":0.7102975,"about_ca_system_score_codex":0.0003830685,"about_ca_system_score_gemma":0.00050974934,"threshold_uncertainty_score":0.99908304},"labels":[],"label_agreement":null},{"id":"W7001624472","doi":"","title":"La presentación de la persona en las redes sociales : una aproximación desde la obra de Erving Goffman","year":2012,"lang":"ca","type":"article","venue":"","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Persona; Identity (music); Everyday life; Field (mathematics); Meaning (existential)","score_opus":0.062215488632178725,"score_gpt":0.4148281308620062,"score_spread":0.35261264222982747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001624472","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14906019,0.0061870073,0.0001809112,0.003850752,0.0001861255,0.00026013228,0.00000968203,0.00014762323,0.8401176],"genre_scores_gemma":[0.9632788,0.006103291,0.0020508156,0.00039539393,0.0008586773,0.000079618556,0.0000036826473,0.000032346707,0.027197432],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9924829,0.005432201,0.00033485002,0.00028078968,0.0005192699,0.0009499671],"domain_scores_gemma":[0.99339515,0.005533563,0.00018224219,0.00041467822,0.000092943956,0.0003814416],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0049811024,0.00028430612,0.0003757801,0.000086667664,0.0013917844,0.00030379242,0.0008936413,0.0004621297,0.001404782],"category_scores_gemma":[0.0012813573,0.00027079094,0.00021493575,0.00036863273,0.0018530086,0.0004604397,0.0005589779,0.000576307,0.00028411462],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015853635,0.00028109722,0.10533768,0.000091370246,0.00018939735,0.000005448995,0.15745926,7.554464e-7,0.00050222233,0.7108786,0.016156808,0.009081481],"study_design_scores_gemma":[0.0008488411,0.00004738759,0.06943478,0.00027332784,0.00031537702,0.000028782157,0.33826524,0.00017918488,0.0011450312,0.18800263,0.40054974,0.00090965687],"about_ca_topic_score_codex":0.0034467778,"about_ca_topic_score_gemma":0.0010491547,"teacher_disagreement_score":0.8142185,"about_ca_system_score_codex":0.0003926967,"about_ca_system_score_gemma":0.0006634514,"threshold_uncertainty_score":0.9999744},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W7001828718","doi":"","title":"Lenguajes de derechas en la Argentina contemporánea: de los discursos anticuarentena al giro libertario","year":2022,"lang":"es","type":"article","venue":"Acta Académica (Acta Académica)","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Christian ministry; Turkish; Politics","score_opus":0.02611994512958983,"score_gpt":0.33582555863163277,"score_spread":0.30970561350204295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001828718","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8112844,0.0042668334,0.00007792724,0.13666087,0.00136301,0.0014696032,0.0004042321,0.00045025512,0.04402283],"genre_scores_gemma":[0.97103745,0.015408658,0.00045302798,0.003942077,0.00074155495,0.0005766643,0.00015537476,0.00015745344,0.0075277705],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9884585,0.0047506783,0.0013274631,0.0013214864,0.0019172198,0.0022246528],"domain_scores_gemma":[0.9931385,0.003273303,0.0010051804,0.0015079351,0.00021833094,0.000856741],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003671326,0.00095670624,0.0012925878,0.00039850792,0.0036166916,0.0005798866,0.004244846,0.0007179666,0.001538566],"category_scores_gemma":[0.0017123771,0.0009817726,0.0007116805,0.0012699962,0.0014193496,0.0008188609,0.0028906558,0.0036890493,0.000115701165],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010515777,0.004563272,0.1736322,0.0004703903,0.0028228485,0.00026536855,0.15606342,0.000016972464,0.098249994,0.038339958,0.51227,0.012254008],"study_design_scores_gemma":[0.001609288,0.00026440012,0.020114945,0.00020301572,0.0004239312,0.00008877605,0.032703653,0.00025002056,0.0014770562,0.001632554,0.9400244,0.0012080062],"about_ca_topic_score_codex":0.0015633889,"about_ca_topic_score_gemma":0.00029745762,"teacher_disagreement_score":0.42775437,"about_ca_system_score_codex":0.0011222325,"about_ca_system_score_gemma":0.0016210952,"threshold_uncertainty_score":0.99937415},"labels":[],"label_agreement":null},{"id":"W7016029604","doi":"","title":"The Wall. La Presentación de la persona en Facebook","year":2012,"lang":"en","type":"article","venue":"Dialnet (Universidad de la Rioja)","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Persona; Face (sociological concept); Presentation (obstetrics); Social relation; Social network (sociolinguistics); Virtual world; Everyday life","score_opus":0.019975292527641457,"score_gpt":0.31963847580225085,"score_spread":0.2996631832746094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7016029604","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10830433,0.0010918581,0.00008803101,0.0051804003,0.00011131823,0.00021258937,0.000003085861,0.000073120274,0.88493526],"genre_scores_gemma":[0.9755327,0.0030279013,0.00019265826,0.00020928186,0.00018344185,0.000027566766,0.000001839248,0.000009764061,0.020814825],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968107,0.0023436644,0.0000703553,0.00009983517,0.00026753417,0.00040794926],"domain_scores_gemma":[0.9956321,0.003844886,0.00005980113,0.00024942774,0.000036319743,0.00017744186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020521851,0.00009083738,0.00010798972,0.00004535179,0.0011777844,0.00012593986,0.00058041426,0.00015341493,0.00026580194],"category_scores_gemma":[0.0003492752,0.000079469406,0.00007994291,0.00016452893,0.00084593904,0.00022921055,0.00015936271,0.00025387167,0.0001643485],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027219328,0.00008404571,0.05671381,0.0000064721303,0.000101071375,0.000009888856,0.2747675,0.0000026948264,0.00014542924,0.59834397,0.051949877,0.017848032],"study_design_scores_gemma":[0.00021348956,0.000006104808,0.047083676,0.000006169838,0.000026006215,0.000002292091,0.054557443,0.00002349822,0.000020915399,0.0030690038,0.89489347,0.000097912074],"about_ca_topic_score_codex":0.0017981649,"about_ca_topic_score_gemma":0.00069654477,"teacher_disagreement_score":0.8672284,"about_ca_system_score_codex":0.00016017181,"about_ca_system_score_gemma":0.00019406987,"threshold_uncertainty_score":0.9058685},"labels":[],"label_agreement":null},{"id":"W7033849200","doi":"","title":"Single photon sources for quantum cryptography and quantum computing","year":2007,"lang":"en","type":"article","venue":"NPARC","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Quantum cryptography; Quantum computer; Quantum network; Quantum; Photon; Quantum channel; Cryptography; Quantum error correction; Scheme (mathematics)","score_opus":0.05521805786733257,"score_gpt":0.3335969724591253,"score_spread":0.2783789145917927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033849200","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9333879,0.0006136561,0.009775979,0.0016233942,0.00021905471,0.00020740769,0.0000016099558,0.000078859084,0.054092176],"genre_scores_gemma":[0.99536586,0.0001552589,0.004067181,0.00020042191,0.00013847367,0.000006101634,0.0000013457254,0.0000052682344,0.000060064747],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992926,0.00005366707,0.00013840826,0.00011408865,0.00016073744,0.00024046964],"domain_scores_gemma":[0.9989843,0.0006885121,0.0000681977,0.00010950976,0.00007635867,0.00007312088],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009477288,0.000058378322,0.00010803518,0.000058126127,0.0008138084,0.000046993715,0.00014538722,0.00004192283,0.000025998592],"category_scores_gemma":[0.00018343655,0.00005496999,0.000043125267,0.00016674548,0.00029519424,0.00004859086,0.000047676323,0.000055178523,0.000002983929],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000538319,0.00016006948,0.032655716,0.0000392876,0.000055556717,0.0000010621386,0.102229804,4.807945e-7,0.01741871,0.78076345,0.0050313403,0.061590716],"study_design_scores_gemma":[0.0005945335,0.0001525772,0.008196174,0.000052417683,0.000030231207,8.06766e-7,0.086989574,0.00065549655,0.0032389555,0.18726438,0.71252227,0.00030256002],"about_ca_topic_score_codex":0.00013181192,"about_ca_topic_score_gemma":0.0003812702,"teacher_disagreement_score":0.7074909,"about_ca_system_score_codex":0.000011652577,"about_ca_system_score_gemma":0.000017300217,"threshold_uncertainty_score":0.6259239},"labels":[],"label_agreement":null},{"id":"W7068458178","doi":"","title":"Introduction","year":2017,"lang":"fr","type":"book-chapter","venue":"OpenEdition (OpenEdition)","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Moment (physics); Order (exchange); Work (physics); Period (music)","score_opus":0.057337095440896116,"score_gpt":0.30442513931958304,"score_spread":0.24708804387868694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7068458178","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000060859504,0.0020073354,0.00036689156,0.29826188,0.010892563,0.0007957176,0.00027100687,0.00013197429,0.6872118],"genre_scores_gemma":[0.06295778,0.026668543,0.001137819,0.014045682,0.022180242,0.0005586621,0.002563273,0.000121603676,0.8697664],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99505955,0.00047268966,0.0010866992,0.0011356792,0.0015200078,0.0007253857],"domain_scores_gemma":[0.99417895,0.00044421828,0.0016081117,0.0021074682,0.0011805841,0.0004806434],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0015500821,0.0007879339,0.0009965796,0.0002662097,0.0059833243,0.00064210175,0.0018326082,0.0008541223,0.060010716],"category_scores_gemma":[0.00067498616,0.0008747505,0.0004752586,0.00011760294,0.0034117764,0.0128993625,0.0006147735,0.0010118453,0.029452322],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037537946,0.00010356116,0.000021066555,0.000053095468,0.00019753545,0.000016057997,0.0004325069,0.000009392155,0.000018133385,0.8883094,0.08015895,0.030642746],"study_design_scores_gemma":[0.0005468935,0.00014427528,0.0016168882,0.00036767864,0.00030879653,0.000022880015,0.0005987339,0.000014436789,0.00007782598,0.047594193,0.9478289,0.0008785221],"about_ca_topic_score_codex":0.00041176417,"about_ca_topic_score_gemma":0.007201381,"teacher_disagreement_score":0.86766994,"about_ca_system_score_codex":0.00055105204,"about_ca_system_score_gemma":0.0004304452,"threshold_uncertainty_score":0.99937034},"labels":[],"label_agreement":null},{"id":"W7070445994","doi":"","title":"Physicians&rsquo; experience adopting the electronic transfer of care communication tool: barriers and opportunities","year":2015,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Thematic analysis; Health care; Quality (philosophy); Scale (ratio); Community health center; Public health; Community hospital; Test (biology); Technology transfer","score_opus":0.4261321539850382,"score_gpt":0.5642855371620978,"score_spread":0.13815338317705966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7070445994","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90169114,0.080551825,0.000111031404,0.0015503519,0.00012536578,0.000346308,0.00001065148,0.00002082412,0.015592484],"genre_scores_gemma":[0.91929716,0.08014082,0.000038130416,0.0002765446,0.000044682823,0.00006158684,0.0000034146408,0.000011834222,0.00012583939],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9976352,0.00086242944,0.000462479,0.00015149047,0.00061672396,0.000271719],"domain_scores_gemma":[0.99791133,0.00050183275,0.0003272647,0.0005228171,0.0005950714,0.00014167071],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018123669,0.0001378678,0.00037538732,0.00013045901,0.00092198513,0.00040567998,0.0025783423,0.000054838318,0.00036606943],"category_scores_gemma":[0.00045846845,0.00011165563,0.000078805315,0.00041184344,0.0009772531,0.0013915149,0.00047792387,0.0002671191,7.609249e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020627519,0.00011659325,0.22336628,0.00010386756,0.00029001356,0.000002467928,0.6012777,0.0000775536,0.0034475408,0.03691111,0.008593903,0.12560669],"study_design_scores_gemma":[0.00067934423,0.00003206209,0.06874272,0.0005668881,0.00015095797,0.0000021575277,0.707768,0.000040361607,0.0046480037,0.009191865,0.20765142,0.000526175],"about_ca_topic_score_codex":0.002122117,"about_ca_topic_score_gemma":0.0007732861,"teacher_disagreement_score":0.19905752,"about_ca_system_score_codex":0.00008162905,"about_ca_system_score_gemma":0.00043327507,"threshold_uncertainty_score":0.70912576},"labels":[],"label_agreement":null},{"id":"W7084050742","doi":"10.6084/m9.figshare.29964692.v1","title":"Additional file 4 of NOURISH-US: a mixed-methods, randomized crossover study of a program designed to reduce the financial burden of food allergy","year":2025,"lang":"en","type":"article","venue":"Figshare","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Winnipeg; University of British Columbia; McGill University; University of Manitoba; Children's Hospital Research Institute of Manitoba","funders":"","keywords":"Crossover study; Food allergy; Crossover; Randomized controlled trial; Food and drug administration; Food aid","score_opus":0.04647275504373891,"score_gpt":0.38263190187727686,"score_spread":0.3361591468335379,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7084050742","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014303412,0.00036363775,0.000009633322,0.0004182401,0.00008684053,0.002761556,0.9758277,0.00003522457,0.019066837],"genre_scores_gemma":[0.577339,0.000065479086,0.03515292,0.00056590675,0.0008103787,0.085869655,0.2864886,0.000049865423,0.013658201],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980819,0.0009621385,0.00037151546,0.00013037343,0.0003184395,0.00013560981],"domain_scores_gemma":[0.99066556,0.0081791645,0.00028875633,0.00029437945,0.000539021,0.000033145538],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00035883416,0.00008194208,0.00039532458,0.000059559352,0.0002329452,0.000018838675,0.0005498655,0.0000576252,0.60608906],"category_scores_gemma":[0.032996953,0.000060979728,0.00013773586,0.0005315,0.00009848876,0.000038829025,0.00023163445,0.00007612345,0.000020521442],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009270118,0.00023353197,2.8303205e-7,0.000024325436,0.000109408276,1.194871e-7,0.012430666,0.0000086820155,0.00000365013,0.00011477865,0.975979,0.010168573],"study_design_scores_gemma":[0.0066524395,0.00018028243,0.00040097054,0.00067967566,0.000017022503,5.071206e-8,0.010417193,0.00001860123,0.00011621308,0.00037570088,0.9810703,0.00007158377],"about_ca_topic_score_codex":0.00020442494,"about_ca_topic_score_gemma":0.0006376229,"teacher_disagreement_score":0.6893391,"about_ca_system_score_codex":0.000015618882,"about_ca_system_score_gemma":0.00039769267,"threshold_uncertainty_score":0.9751485},"labels":[],"label_agreement":null},{"id":"W7119246108","doi":"","title":"No meio do feed tinha um poema : considerações sobre a escrita de instapoesia e suas dinâmicas interativas","year":2023,"lang":"pt","type":"dissertation","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Poetry; Section (typography); GRASP; Order (exchange); Literary criticism; Quarter (Canadian coin)","score_opus":0.04522416883345751,"score_gpt":0.3077228270317292,"score_spread":0.2624986581982717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7119246108","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19215514,0.0046731676,0.000733171,0.08060593,0.013873101,0.00454741,0.0005196595,0.0026901748,0.7002022],"genre_scores_gemma":[0.9628153,0.0039184233,0.0012756371,0.000525813,0.0013467496,0.0011635878,0.0014733826,0.00022207582,0.027259076],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98854023,0.0026152742,0.0023046487,0.0019543245,0.0024767714,0.0021087744],"domain_scores_gemma":[0.9907997,0.001892324,0.0016717276,0.0016863331,0.0026696546,0.0012802592],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.002435117,0.0015235555,0.001842086,0.0011882066,0.0064081233,0.0012491611,0.0025727304,0.0020698959,0.0003147129],"category_scores_gemma":[0.0056274785,0.0015607632,0.00092718506,0.002289374,0.00020832247,0.00092906365,0.0011192379,0.002493871,0.00037111258],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00076921075,0.0015054108,0.00085943704,0.00068320916,0.0013073179,0.0003821715,0.1615997,0.00001842759,0.0025271485,0.80173314,0.024319448,0.0042953575],"study_design_scores_gemma":[0.0016347703,0.00022922558,0.0024733308,0.0012967428,0.00047010626,0.00025471393,0.06346954,0.00033610547,0.00050810317,0.0017322506,0.9259471,0.0016479654],"about_ca_topic_score_codex":0.00008517729,"about_ca_topic_score_gemma":0.008288185,"teacher_disagreement_score":0.9016277,"about_ca_system_score_codex":0.0019602266,"about_ca_system_score_gemma":0.004315414,"threshold_uncertainty_score":0.9998074},"labels":[],"label_agreement":null},{"id":"W7119369459","doi":"","title":"On screens as in the executive : the construction of political communicator Vitor Valim","year":2023,"lang":"pt","type":"dissertation","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Politics; Order (exchange); Secrecy","score_opus":0.04703370557805966,"score_gpt":0.31849574797015273,"score_spread":0.2714620423920931,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7119369459","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2175073,0.0015120949,0.00014290464,0.204329,0.005434636,0.0036750543,0.00029786388,0.0003887953,0.5667124],"genre_scores_gemma":[0.9950141,0.0014902593,0.00013997509,0.00054728397,0.0004753109,0.0006611812,0.00040303357,0.00005752398,0.0012113515],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99059236,0.0042700884,0.0013472954,0.00070627284,0.0020835358,0.0010004545],"domain_scores_gemma":[0.99063694,0.005522476,0.001049568,0.0016177706,0.00084880134,0.00032443137],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002770248,0.00062079966,0.0008450638,0.00056717196,0.0025878155,0.00024609195,0.002851467,0.00092002307,0.000050897448],"category_scores_gemma":[0.0035992488,0.00044677765,0.00047084916,0.0019940655,0.00032967847,0.00023062942,0.0003664032,0.0019779024,0.000060821512],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033496114,0.00052052963,0.00026296207,0.000081253536,0.00022340554,0.000024162611,0.057539467,0.00000913563,0.000070408794,0.9387472,0.0012456985,0.000940807],"study_design_scores_gemma":[0.0012144074,0.00023513778,0.012850663,0.0008334063,0.0003168653,0.00012982072,0.37487668,0.0001359401,0.00029874383,0.010214591,0.5981976,0.0006961675],"about_ca_topic_score_codex":0.00013866031,"about_ca_topic_score_gemma":0.0047356845,"teacher_disagreement_score":0.9285326,"about_ca_system_score_codex":0.0007050375,"about_ca_system_score_gemma":0.0014954936,"threshold_uncertainty_score":0.9997984},"labels":[],"label_agreement":null},{"id":"W7119707669","doi":"10.9771/contemporanea.v12i3.12439","title":"Como Fala Um Actante Coletivo? A Organização Fifa Encarnada Por Jérôme Valcke // How Does A Collective Actant Speak? Fifa Incarnated By Jérôme Valcke","year":2014,"lang":"pt","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Discourse analysis; Interpretation (philosophy); Narrative; Subject (documents); Government (linguistics); Identity (music); Ontology","score_opus":0.023497271651370336,"score_gpt":0.2605830073190054,"score_spread":0.23708573566763508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7119707669","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2668994,0.007334124,0.0063584694,0.36190954,0.012435699,0.0075282827,0.002140631,0.002620242,0.33277363],"genre_scores_gemma":[0.9765095,0.00318111,0.0006303225,0.0009385844,0.0011778291,0.0005262688,0.0003850379,0.00017573361,0.01647559],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98713887,0.003937991,0.0016938115,0.0019893886,0.0030086597,0.0022312813],"domain_scores_gemma":[0.99013305,0.0022075921,0.0018076557,0.0018279777,0.0025084193,0.0015152988],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0026651574,0.0014561798,0.0018753867,0.00073769124,0.0052889907,0.0012463514,0.003016207,0.0014531382,0.00028943404],"category_scores_gemma":[0.004855995,0.001295492,0.000652712,0.0035019235,0.00033316572,0.0010980959,0.0013669413,0.002045357,0.00008572782],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018074226,0.005590675,0.0066027655,0.00075032376,0.0041078147,0.0004508633,0.1688486,0.00003160569,0.032263458,0.6544818,0.11749406,0.007570576],"study_design_scores_gemma":[0.0026504549,0.00032028885,0.002950019,0.0004711473,0.000426838,0.00023157484,0.022269528,0.00068316836,0.0021411139,0.00072232494,0.96551824,0.0016152996],"about_ca_topic_score_codex":0.00006868291,"about_ca_topic_score_gemma":0.0052837315,"teacher_disagreement_score":0.8480242,"about_ca_system_score_codex":0.002927034,"about_ca_system_score_gemma":0.0030889658,"threshold_uncertainty_score":0.9998432},"labels":[],"label_agreement":null},{"id":"W7120357445","doi":"","title":"“Se você não tem que abrir mão de nada, você não é aliado” : análise discursiva das consultorias de comunicação Think Eva e Indique Uma Preta","year":2023,"lang":"pt","type":"dissertation","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Subjectivity; Intentionality; Qualitative analysis; Gender identity","score_opus":0.049761191693624585,"score_gpt":0.3271827248605002,"score_spread":0.2774215331668756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7120357445","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4945963,0.018047722,0.002545326,0.13766013,0.029269256,0.011952579,0.0021579666,0.0051664608,0.29860425],"genre_scores_gemma":[0.9656517,0.010521953,0.0015922374,0.0004998349,0.0018244562,0.0015321863,0.0029347886,0.00028724773,0.0151555985],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98438585,0.004749508,0.0026877718,0.0022426834,0.0032327215,0.0027014436],"domain_scores_gemma":[0.98726034,0.0031351994,0.0025094093,0.0027838857,0.002385952,0.0019251935],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0043673585,0.0017998171,0.002138304,0.0011338793,0.0056532626,0.001258357,0.004562461,0.0030693403,0.00019414861],"category_scores_gemma":[0.0066012205,0.0018505196,0.0010240991,0.002981624,0.0003265984,0.001126013,0.0011488446,0.0035778321,0.00017565914],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009991212,0.0018918773,0.0033251324,0.00091571343,0.0019384118,0.00048786885,0.27383214,0.00008229877,0.0015383172,0.69326097,0.016966358,0.0047618025],"study_design_scores_gemma":[0.0023534507,0.00018958567,0.015557357,0.0016461547,0.00087110006,0.0003166298,0.086644575,0.00068902475,0.0005147551,0.0021882085,0.8867549,0.002274282],"about_ca_topic_score_codex":0.00041973652,"about_ca_topic_score_gemma":0.028306128,"teacher_disagreement_score":0.8697885,"about_ca_system_score_codex":0.0036444373,"about_ca_system_score_gemma":0.008120324,"threshold_uncertainty_score":0.99977845},"labels":[],"label_agreement":null},{"id":"W7120362030","doi":"","title":"Advertising solidarity ecology and the rationality of brand common: a case study of a private shared urban micro-mobility service in Cidade Tiradentes","year":2023,"lang":"pt","type":"dissertation","venue":"Digital Library of Theses and Dissertations  (Universidade de São Paulo)","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Rationality; Ethos; Solidarity; Ethnography; Consumption (sociology); Service (business)","score_opus":0.02850159834452927,"score_gpt":0.2982189663662042,"score_spread":0.26971736802167495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7120362030","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960985,0.0005984564,0.00000268256,0.0009116005,0.000052455627,0.0010820273,0.00049455836,0.000024697629,0.0007350145],"genre_scores_gemma":[0.9986262,0.0003372104,0.00003334557,0.000030233297,0.000008798973,0.000038552884,0.00039323393,0.000019924137,0.0005125482],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9976226,0.0006549307,0.00080216763,0.00036272366,0.00029588147,0.00026166535],"domain_scores_gemma":[0.9957964,0.002740255,0.000787564,0.00039338903,0.00017859119,0.000103801765],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041889562,0.0002701273,0.0008049161,0.0003075389,0.000572826,0.00014391921,0.0005090004,0.00018330559,0.000029088087],"category_scores_gemma":[0.00031169172,0.00024418675,0.00014177959,0.0011702315,0.000584678,0.0011807624,0.00028031575,0.00027288293,9.186139e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008486641,0.0009998087,0.5433338,0.00062963914,0.00032874433,0.00004050727,0.44892833,0.000020180423,0.00009247039,0.00419787,0.0000151985705,0.0005647703],"study_design_scores_gemma":[0.0012924768,0.00010605886,0.41377088,0.00016614275,0.00013878988,0.000009392656,0.5816088,0.0002575752,0.00007469949,0.0024325517,0.0000062367903,0.00013640233],"about_ca_topic_score_codex":0.004521643,"about_ca_topic_score_gemma":0.03867609,"teacher_disagreement_score":0.13268048,"about_ca_system_score_codex":0.000023528642,"about_ca_system_score_gemma":0.0002464064,"threshold_uncertainty_score":0.9957647},"labels":[],"label_agreement":null},{"id":"W7120389333","doi":"","title":"É possível ser feliz mesmo em momentos de crise? : Inspiração e autoajuda empreendedora dos coaches na pandemia da Covid-19","year":2022,"lang":"pt","type":"dissertation","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Capitalism; Sensationalism; Order (exchange)","score_opus":0.06716623197110923,"score_gpt":0.3329073211460575,"score_spread":0.26574108917494826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7120389333","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41259834,0.025659405,0.009215717,0.1739421,0.021422291,0.012639294,0.002798899,0.0055055544,0.33621842],"genre_scores_gemma":[0.97925115,0.00343695,0.0005850623,0.002031729,0.00085094,0.0026745794,0.0027155245,0.00019300358,0.008261071],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98572814,0.0038754868,0.0023096118,0.0021922674,0.0036950165,0.002199482],"domain_scores_gemma":[0.99060154,0.001754644,0.0021799605,0.0019793184,0.0011689657,0.0023155794],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0035760219,0.0015851656,0.0017834781,0.0012264536,0.008295613,0.0011179972,0.0037014517,0.0020217793,0.0010381581],"category_scores_gemma":[0.003376524,0.001717891,0.00095906894,0.0026396571,0.00016999723,0.0009563639,0.0012260677,0.003220861,0.00006947741],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0012732964,0.0026750406,0.008768541,0.0011450805,0.0021487041,0.0004444801,0.31723806,0.00047639207,0.0010625055,0.64457405,0.012499429,0.0076944064],"study_design_scores_gemma":[0.0020565684,0.00016867797,0.004636895,0.0002698553,0.0005479291,0.00023411286,0.14383294,0.00057046424,0.00015174066,0.0010019985,0.84489083,0.0016379923],"about_ca_topic_score_codex":0.00018402166,"about_ca_topic_score_gemma":0.006217505,"teacher_disagreement_score":0.8323914,"about_ca_system_score_codex":0.0057376316,"about_ca_system_score_gemma":0.009189215,"threshold_uncertainty_score":0.99991894},"labels":[],"label_agreement":null},{"id":"W7128606178","doi":"10.53485/rsu.v5i2.233","title":"Retos de percepción y obstáculos a la comunicación en el sector canadiense del petróleo y el gas","year":2022,"lang":"","type":"article","venue":"SAPERES UNIVERSITAS","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"SAIT Polytechnic","funders":"Government of Canada; Cenovus Energy","keywords":"Perception; Individualism; Identification (biology); State (computer science); Power (physics); Information technology","score_opus":0.02072445943081818,"score_gpt":0.28767787411845663,"score_spread":0.26695341468763845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128606178","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75486463,0.004572887,0.0000132646655,0.009785036,0.0006199714,0.0005096129,0.00032012942,0.00012256273,0.22919187],"genre_scores_gemma":[0.9873042,0.0067434497,0.00020801373,0.00096552254,0.00019314923,0.00003118811,0.000037930997,0.00003837892,0.0044781743],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9934465,0.003576448,0.00038210215,0.00060036813,0.0009596449,0.0010349326],"domain_scores_gemma":[0.9964385,0.0013849114,0.00025889292,0.0010965,0.00022250545,0.00059868145],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012809308,0.000388473,0.00051408727,0.00031766586,0.0055218665,0.00009746092,0.0023846743,0.00020640253,0.013402578],"category_scores_gemma":[0.00040011757,0.00047556378,0.0003402625,0.0012026717,0.0010681335,0.00030877278,0.0019555872,0.0011230151,0.000111599344],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003966068,0.0007053405,0.023301583,0.000081213955,0.0008887084,0.0006011959,0.7104878,0.00030455246,0.0007281395,0.17639503,0.0813803,0.004729531],"study_design_scores_gemma":[0.0007448056,0.00016622404,0.006653736,0.000031188985,0.00026302296,0.000027977196,0.51680523,0.00045098976,0.000005623685,0.0010586914,0.4733335,0.00045902847],"about_ca_topic_score_codex":0.033955745,"about_ca_topic_score_gemma":0.022573164,"teacher_disagreement_score":0.3919532,"about_ca_system_score_codex":0.0022169503,"about_ca_system_score_gemma":0.0017602752,"threshold_uncertainty_score":0.9997696},"labels":[],"label_agreement":null},{"id":"W7131355952","doi":"10.22456/feisc.2025.367","title":"Práticas de divulgação científica do Grupo de Pesquisa Jornalismo Ambiental","year":2025,"lang":"","type":"article","venue":"","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Context (archaeology); Work (physics); Vulnerability (computing); Identity (music)","score_opus":0.025654790309994808,"score_gpt":0.3621935676596321,"score_spread":0.33653877734963733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7131355952","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21478215,0.0049432516,0.0029083912,0.029879505,0.001597504,0.00052434584,0.000012897483,0.00014644692,0.7452055],"genre_scores_gemma":[0.95272654,0.004713763,0.0009438352,0.0033661502,0.00021177882,0.00008293206,0.0000029834189,0.000011392273,0.03794063],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99625385,0.0009214179,0.0005971777,0.00048354993,0.0006988959,0.0010451125],"domain_scores_gemma":[0.9976373,0.0007840927,0.00016859185,0.0007728794,0.00024922646,0.00038792082],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020064283,0.00028051285,0.0004095512,0.00018538318,0.002327242,0.00040601435,0.0014488101,0.00023689489,0.0037428464],"category_scores_gemma":[0.00089380186,0.00026804375,0.00026598302,0.001355063,0.0011839368,0.00020176312,0.0008989832,0.0004385001,0.00030667157],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005951347,0.0007867945,0.054285154,0.000073216084,0.00029963144,0.000012317045,0.105190165,0.0000061381375,0.00044680713,0.7531979,0.0627892,0.022853171],"study_design_scores_gemma":[0.0010490458,0.000101866346,0.028510394,0.00022817873,0.0003135864,0.00000544043,0.15665324,0.00054568576,0.0009697248,0.023244007,0.78776515,0.0006136899],"about_ca_topic_score_codex":0.0014436172,"about_ca_topic_score_gemma":0.0012162887,"teacher_disagreement_score":0.73794436,"about_ca_system_score_codex":0.00048543594,"about_ca_system_score_gemma":0.000985029,"threshold_uncertainty_score":0.9999772},"labels":[],"label_agreement":null},{"id":"W7161256721","doi":"10.7476/9786556309071.0006","title":"A vida no feeling do momento","year":2025,"lang":"pt","type":"book-chapter","venue":"EDUFBA eBooks","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Feeling; Ambivalence; Subject (documents); Qualitative research","score_opus":0.06231803292330471,"score_gpt":0.33009221243363124,"score_spread":0.2677741795103265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7161256721","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000068495276,0.0041797883,0.000051397943,0.003733821,0.003337713,0.0006286647,0.000029407185,0.00012422066,0.9878465],"genre_scores_gemma":[0.01890358,0.0030481028,0.00011454575,0.0009861907,0.0011482824,0.00011986393,0.000012056075,0.000037112106,0.9756303],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971213,0.00017779009,0.00068723963,0.00060729013,0.0008455362,0.0005608473],"domain_scores_gemma":[0.9972049,0.00064060587,0.00040000962,0.0010539994,0.0004609279,0.00023958537],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00073926314,0.00050716056,0.0007121856,0.00022644784,0.0015979833,0.00023411335,0.0011968256,0.00048313275,0.0020569088],"category_scores_gemma":[0.00022924977,0.00051453843,0.0003757553,0.00005668068,0.0006360958,0.000055464327,0.00075599126,0.00073441584,0.0024679627],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043210082,0.000042774373,0.00008965924,0.0001642427,0.0005918375,0.000013021243,0.048255164,8.497134e-7,0.00003193664,0.8053081,0.08937212,0.056087088],"study_design_scores_gemma":[0.0002487888,0.000036941066,0.0000074253594,0.0007070479,0.00015539234,4.6795884e-7,0.006271797,0.000010004005,0.000014564661,0.01176677,0.98030406,0.00047674807],"about_ca_topic_score_codex":0.00048745688,"about_ca_topic_score_gemma":0.0006102583,"teacher_disagreement_score":0.8909319,"about_ca_system_score_codex":0.00020066505,"about_ca_system_score_gemma":0.00054062565,"threshold_uncertainty_score":0.99973065},"labels":[],"label_agreement":null},{"id":"W7162899488","doi":"","title":"Karina, la soberana","year":2025,"lang":"es","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Index (typography); Period (music); Quarter (Canadian coin)","score_opus":0.31323423666691946,"score_gpt":0.6301805342130917,"score_spread":0.31694629754617226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7162899488","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19918314,0.11058792,0.0001769772,0.007072404,0.001954095,0.00069979223,0.000032955068,0.00006195363,0.68023074],"genre_scores_gemma":[0.7699538,0.22079946,0.000085095446,0.00070781226,0.00019813052,0.000055989563,0.000003352483,0.000021538257,0.008174804],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.995252,0.0016503329,0.0010731083,0.00046492156,0.0010340272,0.00052557024],"domain_scores_gemma":[0.9951371,0.002093699,0.0009434441,0.0009365088,0.00061753596,0.000271733],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0034869246,0.00036362265,0.001047518,0.00080418715,0.0014942841,0.003209775,0.0066778567,0.00023386345,0.008556372],"category_scores_gemma":[0.0012395919,0.00034308457,0.0003267941,0.002422333,0.00093555445,0.0017734092,0.0029661185,0.00070471177,0.00008153065],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014522861,0.0006334437,0.6001564,0.00021293137,0.00084193377,0.000020535746,0.004056158,0.000017592809,0.0022017984,0.03332459,0.24917865,0.109210715],"study_design_scores_gemma":[0.00044159355,0.0000045294532,0.41871756,0.0008084556,0.00017654194,9.855627e-7,0.001784208,0.000013202019,0.00077176146,0.026596677,0.5503643,0.0003201479],"about_ca_topic_score_codex":0.005920134,"about_ca_topic_score_gemma":0.00051329,"teacher_disagreement_score":0.67205596,"about_ca_system_score_codex":0.00014278019,"about_ca_system_score_gemma":0.00066807936,"threshold_uncertainty_score":0.9999021},"labels":[],"label_agreement":null}]}