{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":69,"total_is_capped":false,"direct_labels_cover":1,"predictions_cover":69,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"query_hash":"52bbab02dc49","filters":{"topic":"Media and Communication Studies"}},"results":[{"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Social capital; Political science; Ethnology; Sociology; Art; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.07177362327925564,"gpt":0.3487080081574006,"spread":0.2769343848781449,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001358142,0.0003351251,0.0004983438,0.0001306882,0.00254044,0.0002106108,0.00279079,0.0003003662,0.00131811],"category_scores_gemma":[0.0006336346,0.0002666655,0.0001999095,0.0004957319,0.001804397,0.0006191086,0.001523434,0.000371022,0.001868505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002785409,"about_ca_system_score_gemma":0.0001913967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004628819,"about_ca_topic_score_gemma":0.002831632,"domain_scores_codex":[0.9955051,0.002109713,0.0007782988,0.0003756967,0.0006250166,0.0006061608],"domain_scores_gemma":[0.9953274,0.001327254,0.0005732565,0.00210359,0.0004817672,0.0001867214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002112696,0.001493006,0.0172701,0.0001249325,0.0008286255,0.000003377962,0.4042725,0.000001861087,0.009662411,0.09280939,0.3068343,0.1664882],"study_design_scores_gemma":[0.003263715,0.0002526418,0.04295176,0.001302357,0.0004405248,0.000008452133,0.2548667,0.0001544004,0.004228163,0.02297161,0.6675442,0.002015426],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.673215,0.0543854,0.0009896233,0.2253486,0.001140831,0.001268946,0.0001510323,0.000551797,0.04294874],"genre_scores_gemma":[0.9508324,0.03480318,0.000177746,0.0003721699,0.0001682577,0.0001298763,0.00002425708,0.00003497721,0.01345709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3607098,"threshold_uncertainty_score":0.9999785,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.03852504447483552,"gpt":0.3635543018315249,"spread":0.3250292573566894,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001057426,0.000112081,0.0001540006,0.0002791387,0.001092376,0.0001732551,0.0002980499,0.00005542,0.00005729584],"category_scores_gemma":[0.000589373,0.0001098736,0.00004189887,0.001248104,0.0003883455,0.0007033819,0.0002247875,0.0001684774,0.00001232522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001927183,"about_ca_system_score_gemma":0.002828381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003849612,"about_ca_topic_score_gemma":0.002948467,"domain_scores_codex":[0.9983296,0.0003286502,0.0001959172,0.000239287,0.0003521097,0.0005543716],"domain_scores_gemma":[0.999032,0.0002121886,0.00006909623,0.0002533237,0.0003612898,0.00007211737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004133934,0.0001688038,0.1874028,0.0002759234,0.0000289256,0.0000919122,0.7584987,0.0001452026,0.000007766816,0.04627957,0.0009811891,0.006077796],"study_design_scores_gemma":[0.0002029105,0.000005666911,0.06934708,0.00001557953,0.000004064565,1.084046e-7,0.9078378,0.0002153495,0.00001525449,0.001391696,0.02082751,0.000136951],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821172,0.0001795573,0.00005722408,0.007167399,0.00007562272,0.0004106394,0.000001910478,0.0001112651,0.009879144],"genre_scores_gemma":[0.9869597,0.00001056182,0.00004494407,0.0001734936,0.00002972203,0.00003274573,0.00001796411,0.000007382189,0.01272348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1493391,"threshold_uncertainty_score":0.840178,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Latin Americans; Field (mathematics); Humanities; Sociology; Political science; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.1041936210178481,"gpt":0.3794697452569289,"spread":0.2752761242390809,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001644096,0.0005284155,0.0008649858,0.0001081433,0.006250265,0.0008775591,0.004680346,0.000466345,0.002394662],"category_scores_gemma":[0.01005076,0.0005180581,0.0002056437,0.0006063181,0.001662719,0.0004696917,0.002511559,0.001245818,0.002088105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004458615,"about_ca_system_score_gemma":0.001170867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006525132,"about_ca_topic_score_gemma":0.001338461,"domain_scores_codex":[0.9952862,0.0009805864,0.0008186846,0.0007961502,0.0009862448,0.001132151],"domain_scores_gemma":[0.9938158,0.001158735,0.0008390828,0.003007065,0.0006485537,0.0005307426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003159443,0.002471438,0.08379371,0.0003876264,0.001492065,0.00009116848,0.3359361,0.000002603907,0.01542765,0.0747263,0.3869034,0.09845199],"study_design_scores_gemma":[0.002196238,0.000445552,0.04047511,0.0006519622,0.0005834434,0.00005664904,0.04527496,0.0005740564,0.00402774,0.003239686,0.9002892,0.002185412],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4350936,0.007110989,0.001358116,0.3369401,0.005272932,0.003768856,0.0002802956,0.001181646,0.2089935],"genre_scores_gemma":[0.9763761,0.01046349,0.0005655717,0.001041531,0.0007080592,0.00003617191,0.00002381209,0.00009534788,0.01068987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5412825,"threshold_uncertainty_score":0.9997271,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Université du Québec à Montréal","funders":"","keywords":"Humanities; Sociology; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.1564042326606817,"gpt":0.3890872826201773,"spread":0.2326830499594956,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["sts","open_science"],"category_scores_codex":[0.0056375,0.001209378,0.00226837,0.0005168412,0.005720762,0.0009960032,0.009531925,0.0004652922,0.0114721],"category_scores_gemma":[0.002727398,0.001365366,0.001010292,0.003678865,0.002869332,0.000587491,0.009242795,0.003306135,0.0006627069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003080175,"about_ca_system_score_gemma":0.001481359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003638935,"about_ca_topic_score_gemma":0.001482472,"domain_scores_codex":[0.980261,0.01108008,0.002558126,0.001586423,0.002532507,0.001981804],"domain_scores_gemma":[0.9877569,0.004124628,0.001993953,0.004469759,0.0007126914,0.0009420844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009584117,0.003339264,0.4647762,0.0003807895,0.002883722,0.0005379419,0.1638819,0.0001551328,0.001527968,0.1499272,0.195398,0.01623361],"study_design_scores_gemma":[0.002887841,0.001296211,0.06280091,0.000673815,0.001030283,0.0003069857,0.3189549,0.001334963,0.0001072448,0.001485738,0.60546,0.003661033],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9306281,0.02627373,0.00147154,0.01107236,0.002253117,0.002547224,0.00100913,0.0009435898,0.02380123],"genre_scores_gemma":[0.9811749,0.002820879,0.001261355,0.006028608,0.0003428184,0.0004188065,0.0004604359,0.0002114907,0.007280645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4100621,"threshold_uncertainty_score":0.9998443,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.06358380053636528,"gpt":0.37105203887976,"spread":0.3074682383433947,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000753583,0.000087526,0.0001610289,0.0001209513,0.002536201,0.00009252439,0.0002888862,0.00002190583,0.002744039],"category_scores_gemma":[0.0007726041,0.00007696493,0.00007021717,0.0001373321,0.0002690294,0.0002796729,0.0001741219,0.0007178391,0.00001032415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001309959,"about_ca_system_score_gemma":0.0001930249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001339477,"about_ca_topic_score_gemma":0.0003187873,"domain_scores_codex":[0.998252,0.0008086803,0.0002066577,0.0001065353,0.0004079341,0.0002181468],"domain_scores_gemma":[0.9986733,0.0005835377,0.0002382739,0.00007956699,0.0002076116,0.0002177771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001557011,0.0001695087,0.004696634,0.000002239968,0.0002188601,0.00008449409,0.9504976,0.0000105216,0.0005064148,0.003761195,0.02969026,0.01020652],"study_design_scores_gemma":[0.0005505674,0.00007433783,0.006058054,0.0000218129,0.00002040187,0.0001168156,0.6816225,0.00003152634,0.00002928501,0.002460546,0.3088965,0.0001176816],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7575749,0.01830414,0.008147064,0.07486556,0.01188148,0.0007415367,0.0001838825,0.0000717702,0.1282297],"genre_scores_gemma":[0.9948723,0.001823964,0.0005361626,0.0005404716,0.0004237579,0.00002312093,0.000003979491,0.000007100587,0.001769173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2792062,"threshold_uncertainty_score":0.9987624,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.1798369759944108,"gpt":0.4079473771172409,"spread":0.2281104011228301,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004737837,0.0001348738,0.0003803581,0.0000947911,0.001696677,0.00008670829,0.002239502,0.0000525442,0.0002345117],"category_scores_gemma":[0.003235619,0.0001257069,0.0001459258,0.0006649004,0.0009317354,0.00007885317,0.001084719,0.0004531628,0.000004017764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003099372,"about_ca_system_score_gemma":0.0003808836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001728776,"about_ca_topic_score_gemma":0.001859403,"domain_scores_codex":[0.9940779,0.004523035,0.0005252997,0.0001987737,0.0003297392,0.0003452782],"domain_scores_gemma":[0.990755,0.007199754,0.0005782933,0.001045484,0.0003440545,0.00007742158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001817306,0.0002210638,0.264228,0.0000461111,0.0002113335,0.000001489012,0.1459601,0.00008384322,0.0009378513,0.5721574,0.00468859,0.0112825],"study_design_scores_gemma":[0.00124557,0.0005968272,0.1019669,0.0001925835,0.0002874165,0.00002304425,0.4240811,0.001188057,0.0004179182,0.01636414,0.4528398,0.0007967076],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9293001,0.003190409,0.03831101,0.01650692,0.0002274547,0.001391765,0.0001239667,0.0001743902,0.01077395],"genre_scores_gemma":[0.9819263,0.0003351937,0.01486156,0.00203698,0.0000579632,0.0003022156,0.00005533831,0.0000237676,0.000400638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5557933,"threshold_uncertainty_score":0.999603,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nortel (Canada); Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Physics; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.07336489603684049,"gpt":0.3745309325676318,"spread":0.3011660365307913,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002566156,0.0005284657,0.0009662925,0.0001806886,0.002281555,0.0008660555,0.002574765,0.0004131772,0.004580188],"category_scores_gemma":[0.001782594,0.0005202011,0.0004249089,0.001465423,0.001769777,0.0002923426,0.0007652873,0.0007183866,0.01153291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003064139,"about_ca_system_score_gemma":0.000564346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002992315,"about_ca_topic_score_gemma":0.000393863,"domain_scores_codex":[0.9940806,0.001888376,0.0009980437,0.0007728914,0.0009983728,0.001261702],"domain_scores_gemma":[0.9944447,0.001076729,0.0005579286,0.002384277,0.0008623533,0.0006739796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003437423,0.0008916758,0.02453214,0.0004005606,0.0007813085,0.00002499837,0.07270894,0.000001240183,0.0005055666,0.1743534,0.6626602,0.06279624],"study_design_scores_gemma":[0.0006141568,0.000187816,0.004688117,0.0003559652,0.0001695769,0.000007090237,0.00573685,0.0001611344,0.00003665274,0.0004289398,0.9870075,0.000606193],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05886466,0.04446454,0.0008494552,0.02769981,0.00186412,0.001885072,0.0001505199,0.0006008251,0.863621],"genre_scores_gemma":[0.9458894,0.01878626,0.0005852692,0.002574017,0.001767631,0.0001110858,0.00002257486,0.00006932074,0.03019441],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8870248,"threshold_uncertainty_score":0.999725,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.1670529455514966,"gpt":0.3894577569009967,"spread":0.2224048113495002,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003606391,0.0006375476,0.001597983,0.000149787,0.001189456,0.0008853812,0.001914165,0.0003554662,0.0006329459],"category_scores_gemma":[0.00459022,0.0005653012,0.0004205553,0.0009273638,0.002254683,0.0003794889,0.0007432234,0.0009209591,0.001832005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000408313,"about_ca_system_score_gemma":0.001073214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005598849,"about_ca_topic_score_gemma":0.0003454014,"domain_scores_codex":[0.9928851,0.002822309,0.001323199,0.0007220273,0.001190245,0.00105709],"domain_scores_gemma":[0.9929789,0.002535103,0.0007984735,0.001794081,0.0009806026,0.0009128446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005561623,0.000947643,0.01067457,0.000361252,0.0012418,0.0000817061,0.05021433,0.000002095495,0.00008362768,0.5669037,0.302082,0.0668511],"study_design_scores_gemma":[0.00289408,0.0001819751,0.000298764,0.000411521,0.0003592422,0.000009845102,0.03483612,0.0002906955,0.00003334381,0.001977566,0.9579749,0.0007319479],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09255963,0.3093931,0.008667463,0.08968484,0.009812662,0.01005366,0.001693653,0.00161573,0.4765193],"genre_scores_gemma":[0.9664906,0.01624878,0.0004302559,0.0009100176,0.0005219118,0.0001813877,0.0001136878,0.00005343581,0.01504992],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.873931,"threshold_uncertainty_score":0.9996799,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.06989655243296347,"gpt":0.334445343095291,"spread":0.2645487906623275,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.01354774,0.0004048548,0.0005529542,0.000229079,0.003825921,0.000335352,0.002674419,0.000776289,0.00009818604],"category_scores_gemma":[0.001108881,0.0004402617,0.0002883447,0.0007892037,0.0009534184,0.003645853,0.002634413,0.002148453,0.00002756254],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005980686,"about_ca_system_score_gemma":0.003242639,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01456265,"about_ca_topic_score_gemma":0.07502374,"domain_scores_codex":[0.9705418,0.02715213,0.0008137673,0.0002648042,0.0005216642,0.0007058458],"domain_scores_gemma":[0.9937825,0.00156158,0.00111641,0.001691639,0.00132215,0.0005257598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008791206,0.0006441568,0.007874986,0.0001466581,0.0001183626,0.000008568141,0.4588201,0.00008896567,0.0000785966,0.2370631,0.2889963,0.006072326],"study_design_scores_gemma":[0.001559641,0.00007912924,0.009560556,0.0008242833,0.00009266111,0.0001066217,0.328439,0.001082662,0.00008918417,0.00785133,0.649909,0.0004059188],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04997391,0.007215534,0.01033772,0.8467827,0.000249636,0.0009962027,0.00008401374,0.0002118948,0.08414833],"genre_scores_gemma":[0.8729092,0.1053855,0.005490106,0.006068073,0.0001254837,0.0001540847,0.0006559213,0.00005663218,0.009154972],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8407147,"threshold_uncertainty_score":0.9998049,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.07548383230557602,"gpt":0.3726283088404502,"spread":0.2971444765348741,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001645343,0.0003365779,0.0006749885,0.0002859787,0.0005660077,0.0003960026,0.002271661,0.0002008676,0.00244469],"category_scores_gemma":[0.004425947,0.0002923855,0.0004892558,0.0004271066,0.0004405999,0.0009496361,0.0005374181,0.0009223556,0.0002676631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006690506,"about_ca_system_score_gemma":0.0016132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003833516,"about_ca_topic_score_gemma":0.0003492119,"domain_scores_codex":[0.9951562,0.000676093,0.001694897,0.0002409504,0.001805034,0.0004268029],"domain_scores_gemma":[0.9939286,0.001417931,0.00193766,0.0002579055,0.00162541,0.0008325482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00694113,0.001050375,0.08628844,0.0002885692,0.005142462,0.0005048259,0.5092747,0.0007943408,0.0007817541,0.02349663,0.3208044,0.04463241],"study_design_scores_gemma":[0.003549452,0.0003400236,0.007503558,0.0005899909,0.0002030135,0.000116245,0.06349926,0.0009077223,0.0001811295,0.001591403,0.921058,0.000460173],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1193251,0.0174496,0.02897203,0.7035353,0.005652321,0.001424443,0.001417481,0.000191904,0.1220319],"genre_scores_gemma":[0.9673862,0.0201677,0.000390945,0.01018067,0.001315475,0.00001048886,0.00001826928,0.00002086809,0.0005093152],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8480612,"threshold_uncertainty_score":0.9999529,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Humanities; Articulation (sociology); Sociology; Philosophy; Political science; Politics","retraction":null,"screen_n_in":null,"score":{"opus":0.05880652037408787,"gpt":0.3483479637364979,"spread":0.2895414433624101,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01555291,0.0004899282,0.0005186333,0.0002383581,0.002504167,0.0006589029,0.001716705,0.0006887668,0.0009951214],"category_scores_gemma":[0.004319997,0.0005844684,0.0001520864,0.001120445,0.002242357,0.002290193,0.0006116,0.000935092,0.0007478725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002384719,"about_ca_system_score_gemma":0.00424881,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009675894,"about_ca_topic_score_gemma":0.00507913,"domain_scores_codex":[0.9776833,0.01879498,0.001349122,0.0005342755,0.001064716,0.0005736125],"domain_scores_gemma":[0.9909621,0.002894403,0.001248239,0.002649275,0.001800367,0.0004456521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004286596,0.0005963278,0.005634095,0.00005794093,0.0001028488,5.934984e-7,0.4047771,0.0004995345,0.0004593399,0.570543,0.009528245,0.007758193],"study_design_scores_gemma":[0.003548392,0.0001883319,0.0485621,0.0005538212,0.0003174071,0.00006161918,0.1955443,0.005623274,0.001635194,0.4531482,0.2894269,0.00139045],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1688304,0.01525555,0.08056129,0.330369,0.001484514,0.002786054,0.00006991947,0.0008941736,0.3997492],"genre_scores_gemma":[0.9660287,0.01514119,0.01075206,0.002421828,0.0002584426,0.000267216,0.001091501,0.00009774419,0.003941306],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7971984,"threshold_uncertainty_score":0.9999181,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Sociology; Political science; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.0666174205550806,"gpt":0.3382516616453033,"spread":0.2716342410902227,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003762388,0.0009586877,0.0016972,0.0004527239,0.00697752,0.001494992,0.004063092,0.000368149,0.01678786],"category_scores_gemma":[0.002269855,0.001080251,0.000807518,0.00266987,0.001572821,0.0006083986,0.002681175,0.001789698,0.001261649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003410378,"about_ca_system_score_gemma":0.002256662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002843829,"about_ca_topic_score_gemma":0.001047704,"domain_scores_codex":[0.9870593,0.00555381,0.001898054,0.001422059,0.002241272,0.001825526],"domain_scores_gemma":[0.9918199,0.002079824,0.00151518,0.003017372,0.0005201711,0.001047622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002512676,0.001139771,0.04261688,0.0002694298,0.0006227116,0.000221448,0.1501981,0.00003099979,0.0001427066,0.3244291,0.477605,0.002472626],"study_design_scores_gemma":[0.001223277,0.0002986488,0.004187724,0.000151734,0.0005019082,0.00006541356,0.1040051,0.0002081387,0.000004870003,0.0008287389,0.8873479,0.00117652],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7118915,0.1363645,0.0001109693,0.03167742,0.004610269,0.004216688,0.001606755,0.001169447,0.1083524],"genre_scores_gemma":[0.9556421,0.004321062,0.0001874623,0.002155575,0.00052414,0.00101935,0.0003150821,0.0001449035,0.0356903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4097429,"threshold_uncertainty_score":0.9995416,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Humanities; Philosophy; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.1604649710542902,"gpt":0.3781074662766845,"spread":0.2176424952223943,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001922131,0.0004328357,0.0006630314,0.0001168009,0.001081464,0.0002876403,0.001633542,0.0002220792,0.001076407],"category_scores_gemma":[0.000306021,0.0003047529,0.0003723598,0.001911049,0.0007193649,0.000364044,0.0003645618,0.0002515382,0.0008054759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000614911,"about_ca_system_score_gemma":0.0006590433,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.006664596,"about_ca_topic_score_gemma":0.02301328,"domain_scores_codex":[0.9949483,0.001085316,0.000685512,0.0006661181,0.001875563,0.0007391637],"domain_scores_gemma":[0.9965575,0.0003556772,0.0004645974,0.00176381,0.0003131079,0.0005452576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001935275,0.001348796,0.1686449,0.00001585279,0.004128533,0.00008696003,0.4821103,0.0001257863,0.000007638763,0.179434,0.1572188,0.00668494],"study_design_scores_gemma":[0.00106138,0.0003758035,0.04730973,0.00006078203,0.002650081,0.000002468782,0.2305743,0.0006193002,0.00009414228,0.01104405,0.7052299,0.0009780943],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5180217,0.01185076,0.0003707715,0.05469615,0.003286491,0.001269245,0.0001973233,0.0003682036,0.4099394],"genre_scores_gemma":[0.9733819,0.0007626746,0.00008411598,0.003213411,0.0005833142,0.00008900725,0.00006125321,0.0000229237,0.02180139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5480111,"threshold_uncertainty_score":0.9999725,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Persona; Identity (music); Everyday life; Field (mathematics); Meaning (existential)","retraction":null,"screen_n_in":null,"score":{"opus":0.06221548863217873,"gpt":0.4148281308620062,"spread":0.3526126422298275,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004981102,0.0002843061,0.0003757801,0.00008666766,0.001391784,0.0003037924,0.0008936413,0.0004621297,0.001404782],"category_scores_gemma":[0.001281357,0.0002707909,0.0002149357,0.0003686327,0.001853009,0.0004604397,0.0005589779,0.000576307,0.0002841146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003926967,"about_ca_system_score_gemma":0.0006634514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003446778,"about_ca_topic_score_gemma":0.001049155,"domain_scores_codex":[0.9924829,0.005432201,0.00033485,0.0002807897,0.0005192699,0.0009499671],"domain_scores_gemma":[0.9933951,0.005533563,0.0001822422,0.0004146782,0.00009294396,0.0003814416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001585363,0.0002810972,0.1053377,0.00009137025,0.0001893974,0.000005448995,0.1574593,7.554464e-7,0.0005022223,0.7108786,0.01615681,0.009081481],"study_design_scores_gemma":[0.0008488411,0.00004738759,0.06943478,0.0002733278,0.000315377,0.00002878216,0.3382652,0.0001791849,0.001145031,0.1880026,0.4005497,0.0009096569],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1490602,0.006187007,0.0001809112,0.003850752,0.0001861255,0.0002601323,0.00000968203,0.0001476232,0.8401176],"genre_scores_gemma":[0.9632788,0.006103291,0.002050816,0.0003953939,0.0008586773,0.00007961856,0.000003682647,0.00003234671,0.02719743],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8142185,"threshold_uncertainty_score":0.9999744,"prediction_status":"machine_predicted_unvalidated"},"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":"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.5144349010692594,"gpt":0.4997696331553876,"spread":0.01466526791387179,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00796257,0.0001217297,0.0003513867,0.0004122576,0.001166502,0.0003171502,0.001211642,0.00008456467,0.0002336397],"category_scores_gemma":[0.002279438,0.00009385085,0.0001400321,0.003740245,0.0004361285,0.0002940477,0.0002154063,0.001211394,0.00002075111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002317793,"about_ca_system_score_gemma":0.0003858558,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01755072,"about_ca_topic_score_gemma":0.02875793,"domain_scores_codex":[0.9921841,0.004557989,0.0006078826,0.0003012115,0.001552293,0.0007965178],"domain_scores_gemma":[0.9978136,0.001031664,0.0001352095,0.0003994365,0.0002882753,0.0003317709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001953643,0.0002320331,0.4368035,0.00005101855,0.0002055241,0.0001193308,0.5403078,0.0008176869,0.0003820348,0.006992845,0.003069385,0.01082342],"study_design_scores_gemma":[0.001729378,0.0002050809,0.3406626,0.0002453823,0.00007735511,0.000004856667,0.5553339,0.01007867,0.00002868045,0.001672761,0.0895422,0.0004190781],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8026549,0.004593244,0.00008799952,0.16336,0.00009963063,0.0008007425,0.000005382304,0.00002534219,0.02837276],"genre_scores_gemma":[0.994976,0.002062263,0.0002741146,0.002111134,0.0003040914,0.0000534385,0.000001675594,0.00001081381,0.0002064775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1923211,"threshold_uncertainty_score":0.9889915,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Humanities; Physics; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.04079164209436715,"gpt":0.3344516393457905,"spread":0.2936599972514233,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003954625,0.0009274061,0.001208502,0.0001664351,0.002738447,0.0009805922,0.002061373,0.0004389117,0.0005555906],"category_scores_gemma":[0.000494787,0.0005435325,0.0008439737,0.0008269441,0.002116186,0.001108154,0.0007077947,0.0008880468,0.0001772492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004447114,"about_ca_system_score_gemma":0.0004810455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004701877,"about_ca_topic_score_gemma":0.002643503,"domain_scores_codex":[0.9909358,0.004154244,0.001077265,0.0007248123,0.001399723,0.001708157],"domain_scores_gemma":[0.9915264,0.004912509,0.001191548,0.00152327,0.0003549073,0.0004913337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0009801126,0.001437038,0.2067387,0.0005887092,0.00353618,0.00002211299,0.6071764,0.00002302024,0.008007924,0.04170898,0.009539307,0.1202416],"study_design_scores_gemma":[0.004901683,0.0005296515,0.0626773,0.006010043,0.003631422,0.00008103538,0.4999637,0.0003669994,0.0769623,0.0008789033,0.3410008,0.002996107],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7059684,0.1016449,0.004473522,0.03637027,0.009979865,0.009419831,0.000687615,0.000531207,0.1309245],"genre_scores_gemma":[0.9894769,0.002309272,0.00002635045,0.001264445,0.001152655,0.000333513,0.00002066353,0.0001055719,0.005310685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3314615,"threshold_uncertainty_score":0.9997016,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Literacy; Digital literacy; Work (physics); Context (archaeology)","retraction":null,"screen_n_in":null,"score":{"opus":0.09231166887434678,"gpt":0.374561316002417,"spread":0.2822496471280703,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006389423,0.0005590698,0.0006453765,0.0002230008,0.002111855,0.001233404,0.002047665,0.0005332184,0.05397268],"category_scores_gemma":[0.003065686,0.0005574758,0.0004692777,0.001276348,0.0001984921,0.0008477428,0.001433787,0.001094719,0.009686801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006507952,"about_ca_system_score_gemma":0.002108976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003848517,"about_ca_topic_score_gemma":0.002490218,"domain_scores_codex":[0.9954762,0.0004900782,0.0008582724,0.0005824947,0.00149713,0.001095773],"domain_scores_gemma":[0.9957658,0.002022165,0.0003181204,0.0008854044,0.0005039167,0.0005045862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002763802,0.0001719397,0.0003990537,0.0004664618,0.0004083996,0.00005638446,0.08375785,0.00001253771,0.00001121829,0.002446617,0.8569584,0.05528354],"study_design_scores_gemma":[0.0003522156,0.0001354404,0.002625068,0.004069653,0.0001002606,0.00001891275,0.04090294,0.0004254588,0.00005735078,0.001539083,0.9491357,0.000637906],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03642249,0.08831756,0.0000139327,0.03929518,0.002826713,0.004006207,0.2400866,0.002641342,0.58639],"genre_scores_gemma":[0.9442874,0.007897711,0.000192378,0.005326659,0.00112088,0.001217712,0.01946501,0.0001148217,0.02037742],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9078649,"threshold_uncertainty_score":0.9998034,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Politics; Order (exchange); Secrecy","retraction":null,"screen_n_in":null,"score":{"opus":0.04703370557805966,"gpt":0.3184957479701527,"spread":0.2714620423920931,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002770248,0.0006207997,0.0008450638,0.000567172,0.002587816,0.0002460919,0.002851467,0.0009200231,0.00005089745],"category_scores_gemma":[0.003599249,0.0004467776,0.0004708492,0.001994065,0.0003296785,0.0002306294,0.0003664032,0.001977902,0.00006082151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007050375,"about_ca_system_score_gemma":0.001495494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001386603,"about_ca_topic_score_gemma":0.004735684,"domain_scores_codex":[0.9905924,0.004270088,0.001347295,0.0007062728,0.002083536,0.001000455],"domain_scores_gemma":[0.9906369,0.005522476,0.001049568,0.001617771,0.0008488013,0.0003244314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003349611,0.0005205296,0.0002629621,0.00008125354,0.0002234055,0.00002416261,0.05753947,0.00000913563,0.00007040879,0.9387472,0.001245699,0.000940807],"study_design_scores_gemma":[0.001214407,0.0002351378,0.01285066,0.0008334063,0.0003168653,0.0001298207,0.3748767,0.0001359401,0.0002987438,0.01021459,0.5981976,0.0006961675],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2175073,0.001512095,0.0001429046,0.204329,0.005434636,0.003675054,0.0002978639,0.0003887953,0.5667124],"genre_scores_gemma":[0.9950141,0.001490259,0.0001399751,0.000547284,0.0004753109,0.0006611812,0.0004030336,0.00005752398,0.001211351],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9285326,"threshold_uncertainty_score":0.9997984,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.0385620771310709,"gpt":0.285626069915853,"spread":0.2470639927847821,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.01058426,0.0008410604,0.001020611,0.0002369821,0.004361476,0.0007875891,0.004088386,0.0008728071,0.0004370301],"category_scores_gemma":[0.004343826,0.0008726387,0.0005464744,0.0006617311,0.005087415,0.0005243987,0.003291948,0.001534627,0.0005702893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008211319,"about_ca_system_score_gemma":0.002868123,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08589353,"about_ca_topic_score_gemma":0.2759432,"domain_scores_codex":[0.9766898,0.01856338,0.001112364,0.001338847,0.001189202,0.001106452],"domain_scores_gemma":[0.9830978,0.009086562,0.001226308,0.004044977,0.001991926,0.0005524209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005586445,0.001639496,0.02490189,0.0007119609,0.0004949435,0.00001417753,0.3151246,0.0004403732,0.001293487,0.5780502,0.03925782,0.03801522],"study_design_scores_gemma":[0.001565392,0.000003594149,0.06389529,0.004254818,0.0005696985,0.00003183046,0.04909841,0.003094678,0.003531966,0.008170453,0.8640842,0.001699706],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1438252,0.008617106,0.03166787,0.03527643,0.001625325,0.001034441,0.0002493158,0.0003053867,0.7773989],"genre_scores_gemma":[0.8488398,0.01730011,0.008683006,0.0003065891,0.0001196064,0.0001869365,0.000404145,0.00008412523,0.1240757],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8248264,"threshold_uncertainty_score":0.9993724,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Quantum cryptography; Quantum computer; Quantum network; Quantum; Photon; Quantum channel; Cryptography; Quantum error correction; Scheme (mathematics)","retraction":null,"screen_n_in":null,"score":{"opus":0.05521805786733257,"gpt":0.3335969724591253,"spread":0.2783789145917927,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009477288,0.00005837832,0.0001080352,0.00005812613,0.0008138084,0.00004699371,0.0001453872,0.00004192283,0.00002599859],"category_scores_gemma":[0.0001834366,0.00005496999,0.00004312527,0.0001667455,0.0002951942,0.00004859086,0.00004767632,0.00005517852,0.000002983929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001165258,"about_ca_system_score_gemma":0.00001730022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001318119,"about_ca_topic_score_gemma":0.0003812702,"domain_scores_codex":[0.9992926,0.00005366707,0.0001384083,0.0001140887,0.0001607374,0.0002404696],"domain_scores_gemma":[0.9989843,0.0006885121,0.0000681977,0.0001095098,0.00007635867,0.00007312088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000538319,0.0001600695,0.03265572,0.0000392876,0.00005555672,0.000001062139,0.1022298,4.807945e-7,0.01741871,0.7807634,0.00503134,0.06159072],"study_design_scores_gemma":[0.0005945335,0.0001525772,0.008196174,0.00005241768,0.00003023121,8.06766e-7,0.08698957,0.0006554966,0.003238956,0.1872644,0.7125223,0.00030256],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9333879,0.0006136561,0.009775979,0.001623394,0.0002190547,0.0002074077,0.000001609956,0.00007885908,0.05409218],"genre_scores_gemma":[0.9953659,0.0001552589,0.004067181,0.0002004219,0.0001384737,0.000006101634,0.000001345725,0.000005268234,0.00006006475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7074909,"threshold_uncertainty_score":0.6259239,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Rationality; Ethos; Solidarity; Ethnography; Consumption (sociology); Service (business)","retraction":null,"screen_n_in":null,"score":{"opus":0.02850159834452927,"gpt":0.2982189663662042,"spread":0.269717368021675,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004188956,0.0002701273,0.0008049161,0.0003075389,0.000572826,0.0001439192,0.0005090004,0.0001833056,0.00002908809],"category_scores_gemma":[0.0003116917,0.0002441868,0.0001417796,0.001170231,0.000584678,0.001180762,0.0002803158,0.0002728829,9.186139e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002352864,"about_ca_system_score_gemma":0.0002464064,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004521643,"about_ca_topic_score_gemma":0.03867609,"domain_scores_codex":[0.9976226,0.0006549307,0.0008021676,0.0003627237,0.0002958815,0.0002616654],"domain_scores_gemma":[0.9957964,0.002740255,0.000787564,0.000393389,0.0001785912,0.0001038018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008486641,0.0009998087,0.5433338,0.0006296391,0.0003287443,0.00004050727,0.4489283,0.00002018042,0.00009247039,0.00419787,0.00001519857,0.0005647703],"study_design_scores_gemma":[0.001292477,0.0001060589,0.4137709,0.0001661428,0.0001387899,0.000009392656,0.5816088,0.0002575752,0.00007469949,0.002432552,0.00000623679,0.0001364023],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960985,0.0005984564,0.00000268256,0.0009116005,0.00005245563,0.001082027,0.0004945584,0.00002469763,0.0007350145],"genre_scores_gemma":[0.9986262,0.0003372104,0.00003334557,0.0000302333,0.000008798973,0.00003855288,0.0003932339,0.00001992414,0.0005125482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1326805,"threshold_uncertainty_score":0.9957647,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Capitalism; Sensationalism; Order (exchange)","retraction":null,"screen_n_in":null,"score":{"opus":0.06716623197110923,"gpt":0.3329073211460575,"spread":0.2657410891749483,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.003576022,0.001585166,0.001783478,0.001226454,0.008295613,0.001117997,0.003701452,0.002021779,0.001038158],"category_scores_gemma":[0.003376524,0.001717891,0.0009590689,0.002639657,0.0001699972,0.0009563639,0.001226068,0.003220861,0.00006947741],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005737632,"about_ca_system_score_gemma":0.009189215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001840217,"about_ca_topic_score_gemma":0.006217505,"domain_scores_codex":[0.9857281,0.003875487,0.002309612,0.002192267,0.003695016,0.002199482],"domain_scores_gemma":[0.9906015,0.001754644,0.00217996,0.001979318,0.001168966,0.002315579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001273296,0.002675041,0.008768541,0.001145081,0.002148704,0.0004444801,0.3172381,0.0004763921,0.001062506,0.644574,0.01249943,0.007694406],"study_design_scores_gemma":[0.002056568,0.000168678,0.004636895,0.0002698553,0.0005479291,0.0002341129,0.1438329,0.0005704642,0.0001517407,0.001001999,0.8448908,0.001637992],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4125983,0.0256594,0.009215717,0.1739421,0.02142229,0.01263929,0.002798899,0.005505554,0.3362184],"genre_scores_gemma":[0.9792511,0.00343695,0.0005850623,0.002031729,0.00085094,0.002674579,0.002715525,0.0001930036,0.008261071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8323914,"threshold_uncertainty_score":0.9999189,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Political science; Humanities; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.02831313310234254,"gpt":0.2942514729417001,"spread":0.2659383398393576,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.02410713,0.0006527354,0.0007857261,0.0002396472,0.004681834,0.000869792,0.004021072,0.0009226348,0.0002324807],"category_scores_gemma":[0.009047913,0.0007721789,0.0004204586,0.0007997864,0.005640854,0.0005377184,0.002288288,0.001491235,0.0001227998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001047385,"about_ca_system_score_gemma":0.003898481,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1220108,"about_ca_topic_score_gemma":0.07097397,"domain_scores_codex":[0.9423168,0.0539082,0.001131337,0.0009268755,0.0008012073,0.0009155553],"domain_scores_gemma":[0.9762198,0.01456875,0.001325091,0.003666035,0.003710111,0.0005101853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002840878,0.001179319,0.02507855,0.0001603624,0.0002047594,0.00000414249,0.2943709,0.0000915514,0.002459583,0.6463102,0.003749138,0.02636317],"study_design_scores_gemma":[0.00315051,0.000007225398,0.140415,0.006693162,0.0005043047,0.00007191783,0.1135854,0.01432677,0.03524261,0.1469013,0.5365502,0.002551675],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3468476,0.008215964,0.09401506,0.07961793,0.0003435599,0.00101201,0.0001261139,0.0004903384,0.4693314],"genre_scores_gemma":[0.9274569,0.01516827,0.04592087,0.0001511236,0.0001075038,0.0003941572,0.000435172,0.00009163931,0.01027438],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5806093,"threshold_uncertainty_score":0.9994729,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Subjectivity; Intentionality; Qualitative analysis; Gender identity","retraction":null,"screen_n_in":null,"score":{"opus":0.04976119169362458,"gpt":0.3271827248605002,"spread":0.2774215331668756,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.004367359,0.001799817,0.002138304,0.001133879,0.005653263,0.001258357,0.004562461,0.00306934,0.0001941486],"category_scores_gemma":[0.00660122,0.00185052,0.001024099,0.002981624,0.0003265984,0.001126013,0.001148845,0.003577832,0.0001756591],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003644437,"about_ca_system_score_gemma":0.008120324,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004197365,"about_ca_topic_score_gemma":0.02830613,"domain_scores_codex":[0.9843858,0.004749508,0.002687772,0.002242683,0.003232721,0.002701444],"domain_scores_gemma":[0.9872603,0.003135199,0.002509409,0.002783886,0.002385952,0.001925193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009991212,0.001891877,0.003325132,0.0009157134,0.001938412,0.0004878688,0.2738321,0.00008229877,0.001538317,0.693261,0.01696636,0.004761802],"study_design_scores_gemma":[0.002353451,0.0001895857,0.01555736,0.001646155,0.0008711001,0.0003166298,0.08664457,0.0006890247,0.0005147551,0.002188209,0.8867549,0.002274282],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4945963,0.01804772,0.002545326,0.1376601,0.02926926,0.01195258,0.002157967,0.005166461,0.2986042],"genre_scores_gemma":[0.9656517,0.01052195,0.001592237,0.0004998349,0.001824456,0.001532186,0.002934789,0.0002872477,0.0151556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8697885,"threshold_uncertainty_score":0.9997784,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Literacy; Digital literacy; Work (physics); Context (archaeology)","retraction":null,"screen_n_in":null,"score":{"opus":0.1187057878117144,"gpt":0.3785002402483041,"spread":0.2597944524365897,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000765343,0.0005378258,0.0007006423,0.0002596397,0.002922333,0.0006105418,0.002372296,0.000531942,0.03630728],"category_scores_gemma":[0.005263945,0.0005618535,0.000416761,0.001968443,0.0001985854,0.000657393,0.001943429,0.0008761201,0.01626106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004868029,"about_ca_system_score_gemma":0.001517818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004163608,"about_ca_topic_score_gemma":0.003032796,"domain_scores_codex":[0.9950667,0.000561604,0.0008767613,0.0005317242,0.001648591,0.001314616],"domain_scores_gemma":[0.9951786,0.00206962,0.0005541469,0.001017641,0.0006378676,0.0005420696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003325021,0.0001617035,0.001480806,0.0002019874,0.0002646344,0.00003456795,0.0727329,0.00002812954,0.00001114912,0.0008020556,0.8956712,0.0285776],"study_design_scores_gemma":[0.0006503596,0.0001353497,0.01643602,0.001770961,0.00006511892,0.000008407094,0.07093309,0.0003000231,0.00005564512,0.001263049,0.9077151,0.0006668358],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1389938,0.01505671,0.000005134673,0.04618342,0.002245256,0.005347686,0.2817482,0.003841319,0.5065784],"genre_scores_gemma":[0.9143149,0.008361083,0.0001422987,0.006735744,0.0009714627,0.00176805,0.04108386,0.0001288507,0.02649376],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7753211,"threshold_uncertainty_score":0.9996833,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Moment (physics); Order (exchange); Work (physics); Period (music)","retraction":null,"screen_n_in":null,"score":{"opus":0.05733709544089612,"gpt":0.304425139319583,"spread":0.2470880438786869,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.001550082,0.0007879339,0.0009965796,0.0002662097,0.005983324,0.0006421017,0.001832608,0.0008541223,0.06001072],"category_scores_gemma":[0.0006749862,0.0008747505,0.0004752586,0.0001176029,0.003411776,0.01289936,0.0006147735,0.001011845,0.02945232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000551052,"about_ca_system_score_gemma":0.0004304452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004117642,"about_ca_topic_score_gemma":0.007201381,"domain_scores_codex":[0.9950595,0.0004726897,0.001086699,0.001135679,0.001520008,0.0007253857],"domain_scores_gemma":[0.994179,0.0004442183,0.001608112,0.002107468,0.001180584,0.0004806434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003753795,0.0001035612,0.00002106655,0.00005309547,0.0001975355,0.000016058,0.0004325069,0.000009392155,0.00001813339,0.8883094,0.08015895,0.03064275],"study_design_scores_gemma":[0.0005468935,0.0001442753,0.001616888,0.0003676786,0.0003087965,0.00002288001,0.0005987339,0.00001443679,0.00007782598,0.04759419,0.9478289,0.0008785221],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000608595,0.002007335,0.0003668916,0.2982619,0.01089256,0.0007957176,0.0002710069,0.0001319743,0.6872118],"genre_scores_gemma":[0.06295778,0.02666854,0.001137819,0.01404568,0.02218024,0.0005586621,0.002563273,0.0001216037,0.8697664],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8676699,"threshold_uncertainty_score":0.9993703,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.01393740014720672,"gpt":0.3009912458578185,"spread":0.2870538457106118,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.00474319,0.0005325759,0.0007262992,0.0002423548,0.002992258,0.0003331918,0.003503799,0.0007991689,0.004071484],"category_scores_gemma":[0.002364142,0.0005567529,0.0003693737,0.001113802,0.003465591,0.001136722,0.0007585002,0.002514163,0.0004676883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001533217,"about_ca_system_score_gemma":0.001139357,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1098641,"about_ca_topic_score_gemma":0.3730629,"domain_scores_codex":[0.9925216,0.004273088,0.001163437,0.0004891271,0.000840091,0.0007126417],"domain_scores_gemma":[0.9900461,0.004540471,0.00093611,0.003046859,0.0009863365,0.0004440731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006524489,0.000778261,0.01862239,0.0001132937,0.0003740983,0.000006667422,0.05702056,0.00005113515,0.0009501431,0.09576505,0.7290303,0.0972229],"study_design_scores_gemma":[0.000873107,0.00005483628,0.01558523,0.0002633987,0.0001557581,0.00001916304,0.002770931,0.0003582916,0.0002009172,0.008117744,0.9710202,0.0005804754],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0531602,0.4187267,0.00127336,0.3940596,0.00272044,0.001015855,0.00007455565,0.0003490494,0.1286203],"genre_scores_gemma":[0.5636162,0.3655966,0.004220589,0.004454578,0.0006170729,0.000298622,0.0001080421,0.00009043663,0.06099786],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.510456,"threshold_uncertainty_score":0.9997871,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Literacy; Digital literacy; Work (physics); Context (archaeology)","retraction":null,"screen_n_in":null,"score":{"opus":0.09417259012524655,"gpt":0.3954665874642447,"spread":0.3012939973389981,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003124094,0.001031159,0.001604998,0.0003318416,0.00322417,0.002794822,0.006362166,0.001142788,0.005074328],"category_scores_gemma":[0.000853408,0.001020293,0.0006345731,0.0008927943,0.001592935,0.0009975483,0.005545485,0.002042901,0.008454407],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001483237,"about_ca_system_score_gemma":0.007479206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001670894,"about_ca_topic_score_gemma":0.0124666,"domain_scores_codex":[0.9928661,0.0008206142,0.001678455,0.001075526,0.002188089,0.001371189],"domain_scores_gemma":[0.994184,0.001867568,0.001000079,0.00164469,0.0006018635,0.0007017863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002156049,0.0005965228,0.001023168,0.0002156713,0.002116386,0.0001365447,0.2448998,0.00001431942,0.00002696766,0.01307656,0.2433606,0.4943179],"study_design_scores_gemma":[0.0007448192,0.0002386836,0.0003425551,0.001299944,0.0005115566,0.00002732313,0.06920791,0.00005562847,0.00004500401,0.007180523,0.9192837,0.001062314],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02046333,0.005860297,0.00001104384,0.007868414,0.001192503,0.002211148,0.0004668059,0.0000393808,0.9618871],"genre_scores_gemma":[0.09252323,0.0313311,0.00284715,0.003024671,0.001092192,0.0006966991,0.0006040285,0.0001710185,0.8677099],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6759232,"threshold_uncertainty_score":0.9992247,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Sociology; Humanities; Anthropology; Psychology; Social psychology; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.5560266191618973,"gpt":0.6006851315897614,"spread":0.04465851242786412,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004500226,0.0008547793,0.002132002,0.001494407,0.00403169,0.004210724,0.01138846,0.0005759378,0.02586618],"category_scores_gemma":[0.002517027,0.0008402623,0.0007969518,0.004529186,0.001886194,0.00741276,0.004268899,0.001623181,0.0003090599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004121654,"about_ca_system_score_gemma":0.001368515,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007663179,"about_ca_topic_score_gemma":0.001054848,"domain_scores_codex":[0.9896692,0.002361484,0.002429449,0.001043796,0.002992038,0.001504034],"domain_scores_gemma":[0.9908233,0.001601827,0.003130266,0.001692814,0.001724651,0.001027203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000118344,0.000784989,0.4241157,0.0001322544,0.0009192477,0.00006268275,0.02552747,0.00001488871,0.001729659,0.0006677843,0.5366503,0.009276722],"study_design_scores_gemma":[0.001397339,0.00003065006,0.7304224,0.0009138708,0.0003675564,0.00003956872,0.0191934,0.0000905523,0.0008346026,0.002239258,0.2429318,0.001538951],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.690596,0.1443132,0.0005425143,0.02547758,0.004541548,0.002720587,0.0002516619,0.0002778551,0.1312791],"genre_scores_gemma":[0.8435592,0.1405155,0.0001367696,0.00159277,0.000826845,0.0001281409,0.00002921237,0.0001022883,0.01310921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3063068,"threshold_uncertainty_score":0.9994048,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.4261321539850382,"gpt":0.5642855371620978,"spread":0.1381533831770597,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001812367,0.0001378678,0.0003753873,0.000130459,0.0009219851,0.00040568,0.002578342,0.00005483832,0.0003660694],"category_scores_gemma":[0.0004584685,0.0001116556,0.00007880531,0.0004118434,0.0009772531,0.001391515,0.0004779239,0.0002671191,7.609249e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008162905,"about_ca_system_score_gemma":0.0004332751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002122117,"about_ca_topic_score_gemma":0.0007732861,"domain_scores_codex":[0.9976352,0.0008624294,0.000462479,0.0001514905,0.000616724,0.000271719],"domain_scores_gemma":[0.9979113,0.0005018328,0.0003272647,0.0005228171,0.0005950714,0.0001416707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002062752,0.0001165932,0.2233663,0.0001038676,0.0002900136,0.000002467928,0.6012777,0.0000775536,0.003447541,0.03691111,0.008593903,0.1256067],"study_design_scores_gemma":[0.0006793442,0.00003206209,0.06874272,0.0005668881,0.000150958,0.000002157528,0.707768,0.00004036161,0.004648004,0.009191865,0.2076514,0.000526175],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9016911,0.08055183,0.0001110314,0.001550352,0.0001253658,0.000346308,0.00001065148,0.00002082412,0.01559248],"genre_scores_gemma":[0.9192972,0.08014082,0.00003813042,0.0002765446,0.00004468282,0.00006158684,0.000003414641,0.00001183422,0.0001258394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1990575,"threshold_uncertainty_score":0.7091258,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Computer Research Institute of Montréal","funders":"","keywords":"Humanities; Curitiba; Sociology; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.08301826512228078,"gpt":0.3723519540483167,"spread":0.2893336889260359,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006836828,0.0003984139,0.0006252203,0.0001015983,0.001082417,0.0003569408,0.0009690846,0.0002802707,0.001092325],"category_scores_gemma":[0.001741043,0.0003922679,0.0002345572,0.000621851,0.001035314,0.0002478945,0.000576566,0.0005225699,0.0001666736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003968803,"about_ca_system_score_gemma":0.001647536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00119928,"about_ca_topic_score_gemma":0.006232107,"domain_scores_codex":[0.996553,0.0008086085,0.0006704729,0.0005432758,0.0005403014,0.0008843447],"domain_scores_gemma":[0.9975411,0.0003700447,0.0003386975,0.0007485223,0.0006071063,0.0003945039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001056368,0.0005479872,0.02382372,0.000700712,0.0004442602,0.0003031339,0.8972514,0.00001489694,0.008993754,0.007887283,0.01526852,0.04465873],"study_design_scores_gemma":[0.0007997562,0.0002575689,0.005544158,0.001654952,0.0002708393,0.0001746681,0.8517018,0.001058897,0.01264594,0.001765709,0.1230653,0.001060452],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.935347,0.005632724,0.001726803,0.01811435,0.001599491,0.0005156376,0.00006010145,0.0002400769,0.03676384],"genre_scores_gemma":[0.9852872,0.001224891,0.001375755,0.0009426592,0.0002404595,0.000158492,0.00001858031,0.00004017234,0.01071172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1077968,"threshold_uncertainty_score":0.9998529,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Feeling; Ambivalence; Subject (documents); Qualitative research","retraction":null,"screen_n_in":null,"score":{"opus":0.06231803292330471,"gpt":0.3300922124336312,"spread":0.2677741795103265,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007392631,0.0005071606,0.0007121856,0.0002264478,0.001597983,0.0002341134,0.001196826,0.0004831328,0.002056909],"category_scores_gemma":[0.0002292498,0.0005145384,0.0003757553,0.00005668068,0.0006360958,0.00005546433,0.0007559913,0.0007344158,0.002467963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000200665,"about_ca_system_score_gemma":0.0005406257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004874569,"about_ca_topic_score_gemma":0.0006102583,"domain_scores_codex":[0.9971213,0.0001777901,0.0006872396,0.0006072901,0.0008455362,0.0005608473],"domain_scores_gemma":[0.9972049,0.0006406059,0.0004000096,0.001053999,0.0004609279,0.0002395854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004321008,0.00004277437,0.00008965924,0.0001642427,0.0005918375,0.00001302124,0.04825516,8.497134e-7,0.00003193664,0.8053081,0.08937212,0.05608709],"study_design_scores_gemma":[0.0002487888,0.00003694107,0.000007425359,0.0007070479,0.0001553923,4.679588e-7,0.006271797,0.00001000401,0.00001456466,0.01176677,0.9803041,0.0004767481],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00006849528,0.004179788,0.00005139794,0.003733821,0.003337713,0.0006286647,0.00002940719,0.0001242207,0.9878465],"genre_scores_gemma":[0.01890358,0.003048103,0.0001145457,0.0009861907,0.001148282,0.0001198639,0.00001205608,0.00003711211,0.9756303],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8909319,"threshold_uncertainty_score":0.9997306,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Sociology; Media studies; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.03755958492170933,"gpt":0.2956830936150699,"spread":0.2581235086933605,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","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":[0.005335853,0.002183423,0.00316867,0.0008250736,0.005207513,0.001497098,0.01531086,0.002699808,0.002763984],"category_scores_gemma":[0.008170794,0.00211683,0.001211664,0.004159793,0.00488052,0.001271183,0.00785965,0.003456345,0.001648151],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.007771314,"about_ca_system_score_gemma":0.006570875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004030732,"about_ca_topic_score_gemma":0.00415956,"domain_scores_codex":[0.9794061,0.009274476,0.00238934,0.002369554,0.001724447,0.004836051],"domain_scores_gemma":[0.9779333,0.006922504,0.002077235,0.007885216,0.002164625,0.003017057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001702692,0.005699621,0.2750067,0.0008996233,0.004674442,0.001760223,0.09018026,0.00007196726,0.02971753,0.08929235,0.4574519,0.04354273],"study_design_scores_gemma":[0.01018025,0.001582055,0.09401439,0.002699731,0.002956687,0.0004122778,0.0887164,0.001653065,0.0008321948,0.001745199,0.7896793,0.005528428],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8077338,0.02759223,0.01007271,0.06036771,0.001948619,0.008542735,0.002119522,0.003516191,0.07810643],"genre_scores_gemma":[0.9106722,0.05663168,0.003211868,0.004628157,0.0004871642,0.0001531489,0.0001871924,0.0004287847,0.0235998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3322275,"threshold_uncertainty_score":0.9995394,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Political science; Humanities; Physics; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.04721083974760066,"gpt":0.3428072662082957,"spread":0.2955964264606951,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000894981,0.0007341671,0.001024862,0.0002084894,0.002564626,0.001816611,0.001885704,0.0005857444,0.002183475],"category_scores_gemma":[0.002227217,0.0007714176,0.0004086677,0.000970225,0.001113904,0.0006046535,0.0007214325,0.0009370709,0.0001338146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00185975,"about_ca_system_score_gemma":0.004614336,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4974912,"about_ca_topic_score_gemma":0.9492605,"domain_scores_codex":[0.9932483,0.001722897,0.001031967,0.001076268,0.001198327,0.001722213],"domain_scores_gemma":[0.9944001,0.001813155,0.0006323353,0.001299596,0.0009033871,0.0009514205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001561805,0.0003848239,0.07438663,0.0002444355,0.001441573,0.0004307053,0.3409812,0.0000539782,0.004404522,0.003130985,0.5156258,0.05875915],"study_design_scores_gemma":[0.001605936,0.000215918,0.07961575,0.001476449,0.0005728904,0.0001255897,0.5911627,0.0005035682,0.02838176,0.001678409,0.2922033,0.002457779],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9327964,0.03171433,0.0001213623,0.02557315,0.001400093,0.0004818989,0.0002593567,0.0001876942,0.007465679],"genre_scores_gemma":[0.9649705,0.004408628,0.0001626822,0.002617036,0.0005147856,0.0001243246,0.00003401328,0.00008375329,0.02708425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4517694,"threshold_uncertainty_score":0.9994737,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Philosophy; Humanities","retraction":null,"screen_n_in":null,"score":{"opus":0.1310648803147511,"gpt":0.3987681943664965,"spread":0.2677033140517454,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001634499,0.0002727497,0.0005029663,0.0001622601,0.001282473,0.0004382824,0.0009258245,0.000180931,0.0004672864],"category_scores_gemma":[0.001312659,0.0002695625,0.0002346377,0.00229977,0.0003199221,0.0001285995,0.0004828029,0.0003822827,0.004539103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008992096,"about_ca_system_score_gemma":0.0002886349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001056784,"about_ca_topic_score_gemma":0.0002849669,"domain_scores_codex":[0.9970673,0.0006146346,0.0005801571,0.0004281297,0.0007158068,0.000593978],"domain_scores_gemma":[0.9975008,0.0006906564,0.0003821857,0.000936688,0.0002628216,0.0002267942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002922797,0.0001987812,0.004904627,0.0004931269,0.0003300762,0.00014803,0.4101049,0.00001931605,0.0001078397,0.1393289,0.3522948,0.0920404],"study_design_scores_gemma":[0.0001991876,0.00004137575,0.0008015073,0.000228874,0.00007313203,8.592846e-7,0.1172269,0.0001946725,0.00002057216,0.0007196669,0.8801587,0.0003344962],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4500531,0.1081979,0.001336425,0.03281302,0.008549506,0.00568118,0.0002224147,0.003967496,0.389179],"genre_scores_gemma":[0.8303937,0.01899028,0.0001091842,0.0003929284,0.001064211,0.0000818044,0.00005704593,0.0000490802,0.1488617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5278639,"threshold_uncertainty_score":0.9999757,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Adidas (Canada)","funders":"","keywords":"Humanities; Philosophy; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.04967836476800675,"gpt":0.3497199925150847,"spread":0.300041627747078,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002993987,0.0009250493,0.001508382,0.0003019352,0.002228169,0.003291867,0.002347238,0.0007496583,0.0007294663],"category_scores_gemma":[0.002898931,0.000894618,0.0006649342,0.001520759,0.001079654,0.00121362,0.0002729773,0.001385701,0.0002373972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001058823,"about_ca_system_score_gemma":0.001814024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000738239,"about_ca_topic_score_gemma":0.0005643158,"domain_scores_codex":[0.9913549,0.001889651,0.001726351,0.00110078,0.001592959,0.002335329],"domain_scores_gemma":[0.9941431,0.001066793,0.001279796,0.001432542,0.0008740755,0.001203749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006269558,0.002364004,0.1557176,0.0006783175,0.001570902,0.0005206632,0.1450038,0.00001295307,0.01942769,0.265312,0.2921357,0.1166294],"study_design_scores_gemma":[0.004056731,0.0003761765,0.2086305,0.001604921,0.0009676666,0.0001543855,0.1343817,0.0002184206,0.0006888321,0.001625422,0.6449141,0.00238121],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8546869,0.03927203,0.0003080415,0.04542227,0.000700979,0.002442108,0.0002458734,0.0006121328,0.05630963],"genre_scores_gemma":[0.9671669,0.01800134,0.0002639057,0.003691691,0.0006779603,0.00007447607,0.00009533474,0.00005648996,0.0099719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3527783,"threshold_uncertainty_score":0.9993504,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Humanities; Philosophy; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.0348479486548756,"gpt":0.3232492617691709,"spread":0.2884013131142953,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008966723,0.0003152323,0.0004731265,0.0001189335,0.00112696,0.0003980246,0.001078375,0.0002913941,0.001478552],"category_scores_gemma":[0.0007437209,0.000300964,0.0002090437,0.0004994766,0.0007965558,0.0003612183,0.0005064733,0.0005737285,0.002467503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002572938,"about_ca_system_score_gemma":0.0006510933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00449466,"about_ca_topic_score_gemma":0.003777784,"domain_scores_codex":[0.9967915,0.0006914347,0.0005201287,0.0004215794,0.0005845211,0.000990778],"domain_scores_gemma":[0.997603,0.0007167695,0.0002669533,0.0007063778,0.0002207704,0.0004861118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004318236,0.0006473673,0.1440046,0.00008822802,0.0005031073,0.00005238735,0.5247676,0.000003617947,0.001188829,0.02602818,0.1595039,0.143169],"study_design_scores_gemma":[0.002040691,0.0003906192,0.3109432,0.0005379537,0.0004696928,0.00002986713,0.2163905,0.0004916837,0.0005872592,0.02406228,0.442354,0.001702265],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8928334,0.003916536,0.000245436,0.01604469,0.00134638,0.0006997631,0.000019981,0.0001186741,0.08477518],"genre_scores_gemma":[0.988709,0.002105802,0.0002651797,0.001532045,0.0006648166,0.0002127648,0.000006211063,0.00002910177,0.006475037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3083771,"threshold_uncertainty_score":0.9999443,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Simon Fraser University","keywords":"Humanities; Philosophy; Sociology","retraction":null,"screen_n_in":null,"score":{"opus":0.07182225100226283,"gpt":0.3545808266175994,"spread":0.2827585756153366,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001113997,0.0003189824,0.0004644721,0.0001045971,0.001383817,0.0007446427,0.001339243,0.0003647009,0.00731093],"category_scores_gemma":[0.001746221,0.00028291,0.000201256,0.0006116573,0.001341028,0.0003690525,0.0003211246,0.0009652779,0.002575328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004301518,"about_ca_system_score_gemma":0.0004072659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009320706,"about_ca_topic_score_gemma":0.006841431,"domain_scores_codex":[0.9970814,0.000499016,0.0005219022,0.0004911412,0.0006754912,0.0007310665],"domain_scores_gemma":[0.9966053,0.001207322,0.0002970482,0.0009966138,0.000474587,0.0004191548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005106062,0.0006791077,0.06962596,0.00006918895,0.000598197,0.00002752187,0.142371,8.765728e-7,0.01020043,0.2580301,0.461765,0.05658156],"study_design_scores_gemma":[0.0006679597,0.00004054046,0.007864332,0.00004090523,0.0001048867,0.000003986954,0.03467786,0.00002037594,0.0004070985,0.002404235,0.9532696,0.0004981974],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3887334,0.01036584,0.0000850136,0.09019043,0.01221095,0.001735884,0.00009119345,0.0004974537,0.4960898],"genre_scores_gemma":[0.9731627,0.001309815,0.00008876489,0.0009609611,0.0006679509,0.00008937506,0.00001131569,0.00002318863,0.02368597],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5844293,"threshold_uncertainty_score":0.9999623,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.0264486682055608,"gpt":0.2718060202553736,"spread":0.2453573520498128,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003905424,0.00002987511,0.0001215788,0.000006047206,0.0002766218,0.00006044826,0.0001175116,0.00002809535,0.000002292758],"category_scores_gemma":[0.00008901981,0.00001649122,0.00001669193,0.00006032947,0.0005698918,0.00004447333,0.00006919941,0.00004729021,3.872338e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000132309,"about_ca_system_score_gemma":0.0001190319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003541253,"about_ca_topic_score_gemma":0.0005078413,"domain_scores_codex":[0.9996939,0.00001520108,0.0001708546,0.00003184518,0.00003672239,0.00005142264],"domain_scores_gemma":[0.9993945,0.0002131099,0.0002194105,0.00007729129,0.00008117298,0.00001449662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001117289,0.000008852844,0.004318348,0.000006911223,0.0000548075,2.841619e-7,0.0015497,0.0000218998,0.000009768507,0.8361562,0.0005613198,0.1572001],"study_design_scores_gemma":[0.002490376,0.00001252618,0.06236432,0.00003731317,0.0001101406,0.00003067925,0.1047085,0.00006272669,0.000153373,0.5457744,0.2841215,0.0001341256],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.944617,0.01150688,0.0001544026,0.03857552,0.0001710858,0.00005905288,0.000001030189,0.000004755967,0.004910296],"genre_scores_gemma":[0.8899349,0.1097284,0.0002207066,0.00005151172,0.00004215532,0.000001041484,7.22155e-8,8.367492e-7,0.00002034786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2903818,"threshold_uncertainty_score":0.2127579,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Sociology; Humanities; Psychology; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.1286166467919873,"gpt":0.412390665217746,"spread":0.2837740184257587,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003848755,0.0008098428,0.001406919,0.0002247911,0.008236232,0.002383366,0.004939865,0.0006324283,0.0009914369],"category_scores_gemma":[0.00313806,0.0008798786,0.0006118268,0.0003876897,0.002188459,0.0005901993,0.001593654,0.001316111,0.0009745879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001491787,"about_ca_system_score_gemma":0.002115288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003785964,"about_ca_topic_score_gemma":0.002934466,"domain_scores_codex":[0.9930491,0.001669224,0.001199087,0.001115484,0.001110859,0.001856219],"domain_scores_gemma":[0.9902204,0.0009455369,0.001481651,0.005651991,0.0006883875,0.001012032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001256787,0.001025061,0.01439652,0.0004367369,0.0007787767,0.0001085279,0.1068449,0.00003082814,0.0003044156,0.3959143,0.4499825,0.03005181],"study_design_scores_gemma":[0.000827527,0.00009605612,0.0110134,0.0006075039,0.0005588675,0.00001939238,0.02076751,0.0008161725,0.00005036704,0.004088915,0.959962,0.00119231],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4080163,0.05865479,0.001541722,0.0445815,0.005962611,0.002916989,0.0001596022,0.0006792593,0.4774872],"genre_scores_gemma":[0.9309565,0.0160892,0.000707932,0.001667352,0.002040576,0.00008937046,0.0000345327,0.000120302,0.04829422],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5229402,"threshold_uncertainty_score":0.9999218,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Capitalism; Sociology; Philosophy; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.1570058966922122,"gpt":0.3578298176830937,"spread":0.2008239209908815,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","open_science","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.001201731,0.0009403969,0.001606178,0.0001974529,0.002689963,0.0007409818,0.005778024,0.0006757488,0.002568368],"category_scores_gemma":[0.003934256,0.0009781565,0.0005566978,0.002071112,0.0033731,0.0006618417,0.002510281,0.001730656,0.004230192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002315472,"about_ca_system_score_gemma":0.001367368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006279695,"about_ca_topic_score_gemma":0.0009712909,"domain_scores_codex":[0.9920374,0.001887986,0.001692768,0.00132688,0.00161451,0.001440437],"domain_scores_gemma":[0.9908512,0.002609779,0.0009214637,0.002998093,0.001074738,0.001544741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007441463,0.002002606,0.02265524,0.001054806,0.001981685,0.0001438508,0.5323101,0.00002606692,0.0004478292,0.1615028,0.2225959,0.05453496],"study_design_scores_gemma":[0.001948191,0.0002624824,0.002690834,0.0003667815,0.0004512829,0.000006491577,0.06682195,0.0008029516,0.00008223755,0.0006629451,0.9244831,0.001420789],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.161159,0.2126441,0.0006379893,0.3418031,0.004076451,0.006429058,0.0009267412,0.002114451,0.2702091],"genre_scores_gemma":[0.9616359,0.0253795,0.0005124614,0.008712258,0.0004610656,0.0003024251,0.00007754397,0.0001173909,0.002801413],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8004769,"threshold_uncertainty_score":0.9996012,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"MIDI; Computer science; Operating system","retraction":null,"screen_n_in":null,"score":{"opus":0.06714491622944091,"gpt":0.3104410164876062,"spread":0.2432961002581653,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0142413,0.00190864,0.003029574,0.001756709,0.01829594,0.002630182,0.006574871,0.0007319351,0.01728738],"category_scores_gemma":[0.001451133,0.002003046,0.002382878,0.004718227,0.002100544,0.002282256,0.003010632,0.008485517,0.0003847007],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00216198,"about_ca_system_score_gemma":0.007055485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005806059,"about_ca_topic_score_gemma":0.001531104,"domain_scores_codex":[0.9704092,0.01114927,0.005191806,0.001753446,0.007657622,0.003838699],"domain_scores_gemma":[0.9843829,0.001910288,0.005769539,0.002609123,0.002546994,0.002781171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009608918,0.003934068,0.004973696,0.0004799569,0.004553261,0.002308746,0.1891494,0.001867318,0.0009947774,0.1448597,0.6340985,0.01181965],"study_design_scores_gemma":[0.005714071,0.0004316278,0.001655833,0.0007604007,0.000999023,0.002783989,0.08077382,0.0005202277,0.000105693,0.0185933,0.8853151,0.002346915],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1583492,0.1314298,0.002265843,0.5641279,0.0237047,0.005551222,0.002080886,0.001171068,0.1113194],"genre_scores_gemma":[0.8894083,0.04155387,0.0005404333,0.0136447,0.004526774,0.0005771084,0.000139891,0.0004677987,0.04914112],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7310591,"threshold_uncertainty_score":0.9993657,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Humanities; Philosophy; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.08557441700222637,"gpt":0.36421040022626,"spread":0.2786359832240336,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00168376,0.0005958242,0.001354601,0.0001249716,0.001857753,0.0009026043,0.001785238,0.0004244984,0.003038277],"category_scores_gemma":[0.003019616,0.0006203257,0.0005727866,0.001529955,0.001081762,0.0003972663,0.001063736,0.0008857556,0.002126655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003406704,"about_ca_system_score_gemma":0.001327904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004072775,"about_ca_topic_score_gemma":0.001423065,"domain_scores_codex":[0.9930739,0.002614303,0.001183445,0.0008971689,0.00105365,0.001177562],"domain_scores_gemma":[0.9930791,0.00245954,0.000647862,0.002102247,0.00104157,0.0006696386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001537412,0.001595721,0.1086408,0.001361279,0.002358723,0.0004004166,0.07481459,0.000009142083,0.002763363,0.2502699,0.5331037,0.02452856],"study_design_scores_gemma":[0.0009534371,0.00005198259,0.002919267,0.0006895695,0.0003531935,0.00001238795,0.02608101,0.00004585164,0.0004132979,0.000272713,0.9674575,0.0007498238],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1298062,0.6581892,0.0004051322,0.08189179,0.0048819,0.002574793,0.0008863492,0.0006029663,0.1207617],"genre_scores_gemma":[0.8437482,0.09934991,0.0001803701,0.001962028,0.0006378955,0.0001085647,0.0002018862,0.0000681239,0.05374307],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.713942,"threshold_uncertainty_score":0.9996248,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.03403182443769274,"gpt":0.2947826886686167,"spread":0.260750864230924,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009818494,0.0002030401,0.0003342145,0.00003905308,0.00132015,0.0003836459,0.0008636178,0.0001860839,0.0008641712],"category_scores_gemma":[0.0007516072,0.0001929605,0.0001623833,0.0002411818,0.0003874223,0.0002923659,0.0002354391,0.0006061781,0.0006446416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001538671,"about_ca_system_score_gemma":0.001825996,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05746828,"about_ca_topic_score_gemma":0.04522231,"domain_scores_codex":[0.9971276,0.001209426,0.0003702365,0.000225975,0.0004663106,0.0006004692],"domain_scores_gemma":[0.9980891,0.0005765294,0.0002661506,0.0002970604,0.0002011535,0.0005700134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004786447,0.0001384803,0.0240212,0.00003156828,0.0001629367,0.00002939485,0.183232,0.00005002911,0.0004422616,0.001810501,0.7820256,0.008008073],"study_design_scores_gemma":[0.000457396,0.00006372391,0.007015225,0.0000409365,0.0000860675,0.00001745023,0.04668416,0.000240487,0.0001521455,0.0006058965,0.9443913,0.0002452254],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1826985,0.3765762,0.002473568,0.378004,0.0009214334,0.0005147305,0.0000385741,0.0002066007,0.05856643],"genre_scores_gemma":[0.957848,0.0265055,0.000309042,0.001380295,0.001086271,0.00002877788,0.000001892049,0.00002476786,0.01281552],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7751495,"threshold_uncertainty_score":0.99998,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Historicity (philosophy); Journalism; Impartiality; Legitimation; Citizen journalism; Character (mathematics); Newspaper; Authoritarianism","retraction":null,"screen_n_in":null,"score":{"opus":0.03221943491294381,"gpt":0.3708525715503715,"spread":0.3386331366374277,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006799568,0.0002351176,0.0005026902,0.0001264082,0.001260919,0.0003798531,0.001053542,0.0001658489,0.00109796],"category_scores_gemma":[0.000515269,0.0002299977,0.0002577923,0.001013841,0.0007618665,0.0001274993,0.0005049864,0.0003218295,0.0005790108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001483345,"about_ca_system_score_gemma":0.0003374907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001447846,"about_ca_topic_score_gemma":0.0000479672,"domain_scores_codex":[0.9973479,0.0007533623,0.0005956051,0.0004121325,0.0003969029,0.0004940833],"domain_scores_gemma":[0.9979529,0.000442977,0.000175346,0.001087579,0.0001875999,0.000153617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006425321,0.0003948519,0.004623136,0.0006195871,0.0005198288,0.000008312535,0.01460645,0.000001746143,0.0001064353,0.4178713,0.3730567,0.1881274],"study_design_scores_gemma":[0.0002372591,0.00002918105,0.0007630744,0.0004319417,0.00009896865,3.304474e-7,0.001932835,0.00005275569,0.00002246305,0.001064865,0.9951697,0.0001966022],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01016436,0.1444049,0.001695588,0.05522215,0.001745381,0.001420389,0.00001672016,0.0001947887,0.7851357],"genre_scores_gemma":[0.8835205,0.05817526,0.0001819721,0.004694063,0.0002242668,0.0001160166,0.000003324664,0.00001218003,0.05307246],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8733561,"threshold_uncertainty_score":0.9998152,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Index (typography); Period (music); Quarter (Canadian coin)","retraction":null,"screen_n_in":null,"score":{"opus":0.3132342366669195,"gpt":0.6301805342130917,"spread":0.3169462975461723,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003486925,0.0003636226,0.001047518,0.0008041871,0.001494284,0.003209775,0.006677857,0.0002338635,0.008556372],"category_scores_gemma":[0.001239592,0.0003430846,0.0003267941,0.002422333,0.0009355544,0.001773409,0.002966119,0.0007047118,0.00008153065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001427802,"about_ca_system_score_gemma":0.0006680794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005920134,"about_ca_topic_score_gemma":0.00051329,"domain_scores_codex":[0.995252,0.001650333,0.001073108,0.0004649216,0.001034027,0.0005255702],"domain_scores_gemma":[0.9951371,0.002093699,0.0009434441,0.0009365088,0.000617536,0.000271733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001452286,0.0006334437,0.6001564,0.0002129314,0.0008419338,0.00002053575,0.004056158,0.00001759281,0.002201798,0.03332459,0.2491786,0.1092107],"study_design_scores_gemma":[0.0004415936,0.000004529453,0.4187176,0.0008084556,0.0001765419,9.855627e-7,0.001784208,0.00001320202,0.0007717615,0.02659668,0.5503643,0.0003201479],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1991831,0.1105879,0.0001769772,0.007072404,0.001954095,0.0006997922,0.00003295507,0.00006195363,0.6802307],"genre_scores_gemma":[0.7699538,0.2207995,0.00008509545,0.0007078123,0.0001981305,0.00005598956,0.000003352483,0.00002153826,0.008174804],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.672056,"threshold_uncertainty_score":0.9999021,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Humanities; Political science; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.09734135676730835,"gpt":0.403549704864659,"spread":0.3062083480973506,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003113488,0.000398797,0.0007237456,0.000142009,0.001959231,0.001169381,0.001781316,0.0004622009,0.0006879335],"category_scores_gemma":[0.0005995931,0.0003949476,0.0004151509,0.001172506,0.0008715022,0.0002059773,0.0007256037,0.001127063,0.0008380258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005634289,"about_ca_system_score_gemma":0.001145238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001356888,"about_ca_topic_score_gemma":0.001229086,"domain_scores_codex":[0.9946543,0.002061219,0.0008619198,0.0005736831,0.000825082,0.001023789],"domain_scores_gemma":[0.9971376,0.001166421,0.0003062867,0.0008356288,0.0001517095,0.0004023708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005660835,0.0002808478,0.005784017,0.0009609933,0.0006337075,0.0001020028,0.3688573,0.000001576777,0.000284746,0.2771311,0.2951366,0.05077047],"study_design_scores_gemma":[0.0002848882,0.00006439663,0.005129349,0.0005604592,0.0002959697,0.000007631012,0.06280293,0.0003960491,0.00002454088,0.002121872,0.9277404,0.0005715143],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6168615,0.1685827,0.001669382,0.1130037,0.003668067,0.002280922,0.0007962994,0.001677412,0.09145997],"genre_scores_gemma":[0.966963,0.009488476,0.0001792894,0.00135673,0.001115232,0.00008653415,0.00004618334,0.00005935783,0.02070519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6326038,"threshold_uncertainty_score":0.9999399,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Physics; Sociology","retraction":null,"screen_n_in":null,"score":{"opus":0.1142145158334056,"gpt":0.406995007038448,"spread":0.2927804912050424,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.003217058,0.001387909,0.001965591,0.0005518996,0.002885119,0.005061466,0.002778197,0.000748434,0.003705557],"category_scores_gemma":[0.002292274,0.001386921,0.001119877,0.003579541,0.001008557,0.0009907787,0.001262357,0.00194828,0.002780812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001020626,"about_ca_system_score_gemma":0.003244884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003861934,"about_ca_topic_score_gemma":0.0007690573,"domain_scores_codex":[0.989347,0.002122429,0.002160236,0.001906959,0.002250602,0.002212714],"domain_scores_gemma":[0.9921698,0.002896097,0.0008016929,0.002180021,0.000631258,0.001321129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006056964,0.000620467,0.000534379,0.002471891,0.001073641,0.0001482499,0.7082227,0.00007494679,0.00008812801,0.07024877,0.1603187,0.05613759],"study_design_scores_gemma":[0.0005969071,0.000135147,0.0006817493,0.003056257,0.0007663508,0.00003983236,0.3309244,0.002070443,0.00005800436,0.003684132,0.6560847,0.001902073],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4538865,0.4645005,0.007531414,0.03715305,0.01387471,0.005050689,0.0008554761,0.00288236,0.01426534],"genre_scores_gemma":[0.9127337,0.01281945,0.0006559774,0.003314604,0.002787024,0.000411477,0.0002976683,0.0002670945,0.06671297],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.495766,"threshold_uncertainty_score":0.9998872,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.1143849517965763,"gpt":0.4122236611576285,"spread":0.2978387093610523,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002043706,0.00007256568,0.0001314389,0.0001225943,0.001980236,0.00008196403,0.0004009143,0.00002023446,0.001207632],"category_scores_gemma":[0.002133829,0.00005058688,0.00004955107,0.000215707,0.0002941682,0.0001801582,0.0001019762,0.0008822929,0.000003703973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002420136,"about_ca_system_score_gemma":0.0003768534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002370898,"about_ca_topic_score_gemma":0.001216202,"domain_scores_codex":[0.9972492,0.001836068,0.0002022847,0.00009220656,0.0004268802,0.0001933902],"domain_scores_gemma":[0.9969035,0.002578339,0.0001954353,0.0000819433,0.00007451593,0.0001662516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008297805,0.00005891181,0.02581183,0.000001695069,0.00003646425,0.00006956113,0.9549479,0.00001216065,0.00005584742,0.002651973,0.01411068,0.002160018],"study_design_scores_gemma":[0.0003045741,0.00003770132,0.00386428,0.00000631067,0.000007438139,0.0002946563,0.6519629,0.000004112635,8.756167e-7,0.008917679,0.334546,0.00005353624],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8850278,0.006652238,0.0005089646,0.07760829,0.00220115,0.000339079,0.00002912867,0.00001474063,0.02761863],"genre_scores_gemma":[0.9926063,0.002962626,0.00002968614,0.003865577,0.0002601548,0.00004639188,0.000002203645,0.00000341491,0.0002236408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3204353,"threshold_uncertainty_score":0.9997054,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.02072445943081818,"gpt":0.2876778741184566,"spread":0.2669534146876384,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001280931,0.000388473,0.0005140873,0.0003176659,0.005521866,0.00009746092,0.002384674,0.0002064025,0.01340258],"category_scores_gemma":[0.0004001176,0.0004755638,0.0003402625,0.001202672,0.001068134,0.0003087728,0.001955587,0.001123015,0.0001115993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00221695,"about_ca_system_score_gemma":0.001760275,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03395575,"about_ca_topic_score_gemma":0.02257316,"domain_scores_codex":[0.9934465,0.003576448,0.0003821022,0.0006003681,0.0009596449,0.001034933],"domain_scores_gemma":[0.9964385,0.001384911,0.0002588929,0.0010965,0.0002225054,0.0005986815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003966068,0.0007053405,0.02330158,0.00008121396,0.0008887084,0.0006011959,0.7104878,0.0003045525,0.0007281395,0.176395,0.0813803,0.004729531],"study_design_scores_gemma":[0.0007448056,0.000166224,0.006653736,0.00003118899,0.000263023,0.0000279772,0.5168052,0.0004509898,0.000005623685,0.001058691,0.4733335,0.0004590285],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7548646,0.004572887,0.00001326467,0.009785036,0.0006199714,0.0005096129,0.0003201294,0.0001225627,0.2291919],"genre_scores_gemma":[0.9873042,0.00674345,0.0002080137,0.0009655225,0.0001931492,0.00003118811,0.000037931,0.00003837892,0.004478174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3919532,"threshold_uncertainty_score":0.9997696,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}