{"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","author_layer_release":"2026-06-26"},"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","authors":[{"name":"Laurianne St-Onge","is_ca":true}],"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002397295,0.000773748,0.0004478355,0.002113544,0.003165449,0.006803162,0.000819013,0.002579941,0.01087051],"category_scores_gemma":[0.004929125,0.0002860697,0.0003864506,0.0024613,0.004184604,0.007635809,0.003345852,0.00288452,0.00190248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00292082,"about_ca_system_score_gemma":0.0028998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00342192,"about_ca_topic_score_gemma":0.005399794,"domain_scores_codex":[0.9989144,0.0005438915,0.00003990784,0.0001179512,0.000249853,0.0001341277],"domain_scores_gemma":[0.9970011,0.00214553,0.0003284916,0.0000861456,0.0002810268,0.0001575786],"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":[0.00008970063,0.00008225963,0.004331912,0.0006903007,0.00003038589,0.0002472377,0.05364232,0.0001397522,0.0006792182,0.8442507,0.03400559,0.06181061],"study_design_scores_gemma":[0.00004235943,0.0000563344,0.01054581,0.001637322,0.0000810174,0.0004120312,0.03404843,0.0005002638,0.001804128,0.2311914,0.7196251,0.00005577135],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08493245,0.1498456,0.04634346,0.3587524,0.004664464,0.0002340948,0.0008926119,0.0001720427,0.3541629],"genre_scores_gemma":[0.7618597,0.09881448,0.01573405,0.02187946,0.002394928,0.0004911152,0.000220009,0.0001363137,0.09846997],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01087051,"threshold_uncertainty_score":0.03636551,"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","authors":[{"name":"Abimael de Jesus Barros Costa","is_ca":false},{"name":"Sônia Maria da Silva Gomes","is_ca":false},{"name":"Daniel Kouloukoui","is_ca":false},{"name":"Nathalie de Marcellis-Warin","is_ca":true},{"name":"Thierry Warin","is_ca":true}],"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003804321,0.0002725893,0.0004402196,0.004264031,0.001104729,0.002148434,0.0003767083,0.0007137144,0.002287234],"category_scores_gemma":[0.02325101,0.0001881333,0.0003219711,0.005613158,0.0007408314,0.001947484,0.001578714,0.0005203841,0.0005535795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001634477,"about_ca_system_score_gemma":0.001547575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01378194,"about_ca_topic_score_gemma":0.0188296,"domain_scores_codex":[0.9972101,0.001516411,0.0002679089,0.000313873,0.000493126,0.0001985278],"domain_scores_gemma":[0.9761247,0.01788149,0.003016717,0.0005785848,0.002126027,0.0002724165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007498257,0.0003142009,0.471829,0.003888939,0.0001455978,0.001895297,0.2682939,0.003565596,0.01991032,0.008627553,0.008356929,0.2124229],"study_design_scores_gemma":[0.00002893491,0.0002458551,0.5825675,0.001533232,0.0001522431,0.0005835902,0.2941131,0.02505283,0.01035576,0.007625919,0.07748561,0.0002555208],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.973547,0.0008261577,0.006204491,0.001872455,0.00005797081,0.0002597393,0.00464722,0.00009051558,0.01249437],"genre_scores_gemma":[0.9921306,0.0005022196,0.004320582,0.0001775063,0.00004120304,0.0002910343,0.001354516,0.00002433087,0.001157961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01378194,"threshold_uncertainty_score":0.02740341,"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","authors":[{"name":"Adriana Ángel","is_ca":false},{"name":"Lissette Marroquín","is_ca":false},{"name":"Consuelo Vásquez","is_ca":true}],"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.009775984,0.0005369383,0.0005442296,0.008535101,0.003953169,0.01408705,0.00185796,0.001421463,0.01076144],"category_scores_gemma":[0.02436619,0.0003357817,0.0005207892,0.01729366,0.01020395,0.009949172,0.005470616,0.002627367,0.0007730607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01208749,"about_ca_system_score_gemma":0.01302849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07911948,"about_ca_topic_score_gemma":0.07569967,"domain_scores_codex":[0.9952503,0.002243108,0.0002504627,0.0006608157,0.001022191,0.0005730137],"domain_scores_gemma":[0.975526,0.01498153,0.002408368,0.002041505,0.004338835,0.0007036444],"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":[0.0001541976,0.00007174718,0.03844708,0.002778211,0.00009655245,0.0007561005,0.201927,0.0004837952,0.001266571,0.4331953,0.02412144,0.296702],"study_design_scores_gemma":[0.00002188286,0.00005307253,0.02997299,0.004628045,0.00007559338,0.0002700669,0.2023695,0.0003141559,0.000776143,0.03169246,0.7297823,0.00004381397],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.2047845,0.1219544,0.004743255,0.1537882,0.001776164,0.00008901783,0.001026347,0.0002220566,0.5116161],"genre_scores_gemma":[0.9162438,0.06132578,0.002136075,0.003783903,0.0008041553,0.0001174401,0.0003084823,0.0001602377,0.0151201],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9914649,"threshold_uncertainty_score":0.1573179,"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","authors":[{"name":"Consuelo Vásquez","is_ca":true},{"name":"Roberto Burgueño Romero","is_ca":false},{"name":"Gabriela Rabello de Lima","is_ca":true},{"name":"Marcela Marques de Queiroz","is_ca":true}],"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01131115,0.0008741841,0.0008125273,0.006777422,0.002635542,0.008493539,0.001377218,0.001321715,0.01015495],"category_scores_gemma":[0.02285062,0.0004709146,0.0008512273,0.01024406,0.003513244,0.004794282,0.003425596,0.001228457,0.000718549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004307291,"about_ca_system_score_gemma":0.007495759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02035581,"about_ca_topic_score_gemma":0.02751068,"domain_scores_codex":[0.9910521,0.006540183,0.0004223206,0.0008092507,0.000861862,0.0003142967],"domain_scores_gemma":[0.9865362,0.008771384,0.001198578,0.00134965,0.001908404,0.000235789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005509509,0.0003927252,0.1330491,0.004208603,0.0002601966,0.0008524868,0.2359623,0.00435651,0.007778231,0.2043611,0.007381917,0.4008459],"study_design_scores_gemma":[0.0002082013,0.0006520807,0.08998524,0.003920889,0.0005563939,0.0006846167,0.5540023,0.01694937,0.008433291,0.1386513,0.1857839,0.0001723767],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6163968,0.00530167,0.1920276,0.008425256,0.0002792022,0.003750228,0.003850468,0.0004535619,0.1695152],"genre_scores_gemma":[0.8847666,0.001899016,0.1021883,0.0003458076,0.00005688051,0.002837405,0.0005913214,0.00008765217,0.007227065],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02035581,"threshold_uncertainty_score":0.05981982,"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","authors":[{"name":"Carolina Gois Falandes","is_ca":false},{"name":"Denis Porto Renó","is_ca":false}],"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002121874,0.0006015013,0.000264355,0.00185013,0.002197963,0.006965959,0.0009626879,0.001165543,0.0101819],"category_scores_gemma":[0.006920611,0.0003195406,0.0004443914,0.001336478,0.003650447,0.007316483,0.007188518,0.001064188,0.001078997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008138526,"about_ca_system_score_gemma":0.0004975086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000529532,"about_ca_topic_score_gemma":0.00113136,"domain_scores_codex":[0.9980115,0.001185432,0.00008842176,0.0001986282,0.0003626164,0.0001534316],"domain_scores_gemma":[0.9927239,0.005734114,0.0003513855,0.0005623422,0.0002363172,0.0003920159],"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":[0.0004559374,0.0002063669,0.004415119,0.0009705316,0.00006177991,0.003233637,0.7424005,0.001285917,0.03001759,0.1412874,0.007489159,0.0681761],"study_design_scores_gemma":[0.00008661302,0.0003308257,0.009684232,0.0006557868,0.00008649631,0.00384716,0.3693973,0.003360399,0.01702578,0.04559007,0.5497905,0.0001448808],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6560129,0.002731329,0.07927259,0.004126844,0.0007452249,0.0004029583,0.001666177,0.0008806487,0.2541614],"genre_scores_gemma":[0.9645662,0.0008313425,0.01485776,0.0002505306,0.0001497258,0.000228967,0.0002889941,0.00014957,0.01867677],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0101819,"threshold_uncertainty_score":0.03406185,"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","authors":[{"name":"Consuelo Vásquez","is_ca":true},{"name":"Roberto Burgueño Romero","is_ca":false},{"name":"Gabriela Rabello de Lima","is_ca":true},{"name":"Marcela Marques de Queiroz","is_ca":true}],"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.1216388,0.001497606,0.001223929,0.007383408,0.004997251,0.009871393,0.002981251,0.002314903,0.00600124],"category_scores_gemma":[0.1092903,0.0009187274,0.001349014,0.004068566,0.02963745,0.008011956,0.009771932,0.004637768,0.0008513242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004076107,"about_ca_system_score_gemma":0.009686418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001439532,"about_ca_topic_score_gemma":0.002350453,"domain_scores_codex":[0.8425025,0.1429765,0.003534973,0.004646213,0.005401794,0.0009381232],"domain_scores_gemma":[0.7965593,0.1549812,0.01012185,0.02228425,0.01492064,0.001132757],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001512139,0.000219433,0.001612033,0.001222926,0.00007447756,0.0002579314,0.1831965,0.0007365345,0.002930931,0.7300327,0.001877485,0.0776877],"study_design_scores_gemma":[0.0003354028,0.000386395,0.002373813,0.003148227,0.0001603607,0.0003937643,0.1521575,0.006589414,0.008961833,0.6995373,0.1258098,0.0001461868],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03150947,0.0005408584,0.8981451,0.006721233,0.0004094115,0.006199713,0.0002183453,0.0002016679,0.05605421],"genre_scores_gemma":[0.2055297,0.0003693842,0.7727732,0.001111325,0.00009784925,0.01465408,0.0001053226,0.00009427883,0.005264821],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9950027,"threshold_uncertainty_score":0.6432954,"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","authors":[{"name":"Antônio Carlos Figueiredo Nardi","is_ca":false},{"name":"Priscila Torres de Brito","is_ca":false},{"name":"Ádria Jane Albarado","is_ca":false},{"name":"Elizabeth Alves de Jesus","is_ca":false},{"name":"Natália Fernandes de Andrade","is_ca":false},{"name":"Maria Fátima de Sousa","is_ca":true},{"name":"Ana Valéria Machado Mendonça","is_ca":true}],"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002104276,0.0003855454,0.0005395985,0.003745191,0.002377031,0.003048167,0.0005916793,0.0006063207,0.004815117],"category_scores_gemma":[0.00798804,0.0003037149,0.0004046587,0.006584233,0.001504034,0.001124558,0.002248017,0.0006378976,0.0003029081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004584976,"about_ca_system_score_gemma":0.01021426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1805926,"about_ca_topic_score_gemma":0.2347635,"domain_scores_codex":[0.9972891,0.0009964827,0.0002316264,0.000363974,0.0007415008,0.0003774203],"domain_scores_gemma":[0.9952349,0.001755009,0.001021103,0.0003795578,0.001061163,0.0005482678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000846744,0.0002052319,0.6035438,0.002257313,0.0001010408,0.0008907942,0.06113101,0.0006188101,0.001038021,0.03035138,0.004653142,0.2951248],"study_design_scores_gemma":[0.0000190486,0.0002134039,0.8547044,0.002431433,0.0001859975,0.0008452741,0.05430987,0.001245058,0.0003606645,0.005528823,0.08010383,0.00005211933],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8496792,0.01650323,0.002567271,0.007035647,0.0001573159,0.000490719,0.002076212,0.0001239973,0.1213664],"genre_scores_gemma":[0.9894132,0.005986043,0.001721679,0.0002880244,0.00002756045,0.000105313,0.0002702189,0.000009462367,0.002178471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1805926,"threshold_uncertainty_score":0.3590829,"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","authors":[{"name":"Milton Campos","is_ca":true}],"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008284446,0.0011777,0.0009008594,0.004402754,0.006678057,0.01597052,0.001967641,0.005965922,0.0077083],"category_scores_gemma":[0.02325497,0.0005017961,0.000844162,0.005485561,0.04123279,0.0269708,0.008667303,0.008098253,0.001015876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005722519,"about_ca_system_score_gemma":0.004877292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004075077,"about_ca_topic_score_gemma":0.00454243,"domain_scores_codex":[0.9927109,0.004663248,0.0002152044,0.0008312261,0.001177635,0.0004017754],"domain_scores_gemma":[0.9865189,0.01050662,0.0008537608,0.0008737568,0.0008668,0.0003800343],"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":[0.00001814174,0.00001296012,0.0006545364,0.0001076997,0.000008453378,0.0001063373,0.03520828,0.0001313515,0.0001166698,0.9540139,0.001460957,0.00816071],"study_design_scores_gemma":[0.00001946452,0.0000380735,0.001030894,0.0003606834,0.00002663119,0.0003944879,0.03023036,0.0008550038,0.0005270722,0.870639,0.09584454,0.00003385691],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1180583,0.02864162,0.2026008,0.1599649,0.002576102,0.0003102865,0.0002602602,0.0002935517,0.4872941],"genre_scores_gemma":[0.9363131,0.01159026,0.01982764,0.005197615,0.0007543725,0.0003448304,0.00006391526,0.0001662754,0.02574197],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01597052,"threshold_uncertainty_score":0.04381287,"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","authors":[{"name":"Fábio Henrique Pereira","is_ca":false},{"name":"Janara Sousa","is_ca":false},{"name":"Dione Oliveira Moura","is_ca":false}],"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008028242,0.0002180422,0.000355445,0.002365534,0.009823574,0.008346866,0.0006199385,0.001319089,0.006283357],"category_scores_gemma":[0.01676861,0.0003019474,0.0002034204,0.00338642,0.008491291,0.004564476,0.00369299,0.00201695,0.000536664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009525301,"about_ca_system_score_gemma":0.01303371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09962306,"about_ca_topic_score_gemma":0.1588652,"domain_scores_codex":[0.992731,0.003795139,0.0003278361,0.0005700705,0.001361867,0.001214063],"domain_scores_gemma":[0.9772344,0.01249664,0.004340998,0.001128764,0.002334434,0.00246481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008885011,0.00007512144,0.0964496,0.000306266,0.00002306387,0.0006979305,0.7971663,0.0001172323,0.003650795,0.05433936,0.002556773,0.04452872],"study_design_scores_gemma":[0.00001596563,0.00009029417,0.2820028,0.0005598846,0.00002278074,0.0005475602,0.6115754,0.0002687892,0.001737804,0.005741384,0.09737605,0.00006110436],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9225201,0.002402932,0.001255398,0.0200938,0.0001208423,0.00004909747,0.0000700988,0.0000227502,0.05346504],"genre_scores_gemma":[0.9942807,0.0006149835,0.0003587265,0.0005070695,0.00002301015,0.00001694002,0.00001663722,0.000007185803,0.004174765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09962306,"threshold_uncertainty_score":0.1980864,"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","authors":[{"name":"Marcello Tomé","is_ca":false},{"name":"Ericka Holmes Amorim","is_ca":false},{"name":"Matthew J. Smith","is_ca":false}],"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00524611,0.0004662935,0.0005912508,0.006674699,0.0009183563,0.004602622,0.000562667,0.001004282,0.004939815],"category_scores_gemma":[0.03774279,0.0003044075,0.000712593,0.006074801,0.0007006734,0.00419852,0.002406092,0.0009931665,0.001198514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001071183,"about_ca_system_score_gemma":0.002095757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007839278,"about_ca_topic_score_gemma":0.008287043,"domain_scores_codex":[0.9949256,0.002221326,0.0007215991,0.0004209038,0.001359958,0.0003506231],"domain_scores_gemma":[0.9357882,0.04076583,0.01065193,0.002284357,0.008506523,0.002003277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004750443,0.0002767085,0.7535417,0.004021066,0.0002881376,0.0008711097,0.08239847,0.0001370447,0.001564095,0.002245393,0.005357578,0.1488236],"study_design_scores_gemma":[0.00001989736,0.000251804,0.8220828,0.002062317,0.0003833841,0.0009600058,0.1169057,0.0009069142,0.0009465276,0.0009077527,0.05449891,0.0000739675],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9645363,0.003351098,0.001986296,0.001267783,0.00007840053,0.0003716478,0.00547527,0.000173976,0.02275909],"genre_scores_gemma":[0.9820982,0.003035315,0.003629087,0.0003432882,0.00008162169,0.000339506,0.003011441,0.00007100348,0.007390661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007839278,"threshold_uncertainty_score":0.02774447,"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","authors":[{"name":"Ângela Cristina Salgueiro Marques","is_ca":true},{"name":"Ivone de Lourdes Oliveira","is_ca":true}],"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01445838,0.0007573456,0.0009106654,0.006016968,0.01105706,0.02546036,0.002910674,0.00566682,0.01322439],"category_scores_gemma":[0.02865296,0.001021818,0.0007145975,0.006397701,0.03677807,0.01868187,0.0113992,0.00503001,0.001432622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01614043,"about_ca_system_score_gemma":0.01049517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01600903,"about_ca_topic_score_gemma":0.012686,"domain_scores_codex":[0.9792771,0.01139427,0.0007986872,0.00241695,0.004538967,0.001574077],"domain_scores_gemma":[0.9733992,0.01530571,0.002685199,0.002792755,0.004529278,0.00128785],"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":[0.00003434849,0.0000152994,0.001611058,0.0001408026,0.00001713566,0.0003027502,0.08372869,0.000674425,0.0007689258,0.8903155,0.001021753,0.02136925],"study_design_scores_gemma":[0.00003768,0.0001622501,0.008610151,0.001485553,0.00007074533,0.001268525,0.2186979,0.005453352,0.002641506,0.5363321,0.2250794,0.0001608679],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3173738,0.007531014,0.1909138,0.04751392,0.0005607438,0.0003990174,0.0001924533,0.0004098258,0.4351054],"genre_scores_gemma":[0.957935,0.001594404,0.01893146,0.0005874803,0.00007458327,0.0002351577,0.0000855333,0.00009857307,0.02045785],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02546036,"threshold_uncertainty_score":0.1171076,"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","authors":[{"name":"Patrícia Gonçalves Saldanha","is_ca":false}],"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004173965,0.000591458,0.00045407,0.007022238,0.01058523,0.01712511,0.001138452,0.002214676,0.01136354],"category_scores_gemma":[0.008873255,0.0004531624,0.0003627462,0.01206992,0.02682312,0.01310392,0.006199294,0.004067952,0.0009380512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.011426,"about_ca_system_score_gemma":0.006485553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02684076,"about_ca_topic_score_gemma":0.0507661,"domain_scores_codex":[0.9967977,0.00143959,0.0001280402,0.0005213308,0.0006748752,0.0004384851],"domain_scores_gemma":[0.9935596,0.003836818,0.0007625469,0.0009139953,0.000566152,0.0003608491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004616326,0.00001913238,0.003981902,0.0002282845,0.0000100914,0.000416884,0.1678221,0.0001135186,0.0004377831,0.7943488,0.004295738,0.02827979],"study_design_scores_gemma":[0.00001100293,0.00006259614,0.01886778,0.001607188,0.00004202562,0.0009198585,0.2073914,0.0003721792,0.0009371704,0.1130002,0.6567394,0.00004929227],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2098005,0.02384873,0.01223726,0.03396973,0.001163992,0.00008641549,0.0006267357,0.0001741408,0.7180924],"genre_scores_gemma":[0.9711257,0.008001905,0.001735029,0.0007734905,0.0003073864,0.00004736337,0.0001094875,0.00007390089,0.01782572],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02684076,"threshold_uncertainty_score":0.08290184,"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","authors":[{"name":"Doiara Silva dos Santos","is_ca":true},{"name":"Ana Gabriela Alves Medeiros","is_ca":false}],"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00123864,0.0002680123,0.0002865884,0.007843141,0.001768419,0.005817794,0.0006187718,0.000503576,0.0169152],"category_scores_gemma":[0.008911304,0.0002171244,0.0001800943,0.01411633,0.00153154,0.00382595,0.002128601,0.0006571333,0.001884218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002808371,"about_ca_system_score_gemma":0.00164238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04560464,"about_ca_topic_score_gemma":0.09067816,"domain_scores_codex":[0.9990479,0.0003420494,0.00006177205,0.0000712938,0.0003300628,0.0001468281],"domain_scores_gemma":[0.9922876,0.003988997,0.001372182,0.0003715121,0.001452688,0.0005269966],"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":[0.0004692941,0.0002513015,0.3655914,0.001336425,0.0001116422,0.002238404,0.4353446,0.0003926697,0.0007205645,0.02264067,0.03394967,0.1369533],"study_design_scores_gemma":[0.00001354145,0.00007512972,0.4449537,0.0004571615,0.00003501017,0.0002233156,0.4459048,0.0002844564,0.0002473786,0.0006510182,0.1071223,0.00003217139],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.889813,0.0008224642,0.0001946115,0.0009503904,0.00004630194,0.00008653824,0.00261488,0.00002398473,0.1054479],"genre_scores_gemma":[0.9727647,0.0009541702,0.0002422142,0.0001048311,0.00005755957,0.00007151991,0.001424543,0.00006282023,0.02431773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04560464,"threshold_uncertainty_score":0.09067839,"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)","authors":[],"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003247036,0.0006637305,0.000405788,0.001758228,0.008794591,0.008619324,0.001003716,0.004736108,0.005416232],"category_scores_gemma":[0.004564708,0.0003145543,0.0003899641,0.001926308,0.02534457,0.01798276,0.004734589,0.006020339,0.001058926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006450055,"about_ca_system_score_gemma":0.00314503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0140994,"about_ca_topic_score_gemma":0.01321037,"domain_scores_codex":[0.9960602,0.002482458,0.00007189707,0.000488252,0.0006613815,0.0002357392],"domain_scores_gemma":[0.9972197,0.001735741,0.0002105231,0.0001635891,0.0004231509,0.0002472486],"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":[0.00002562155,0.00002535098,0.0006907916,0.000114543,0.000004807526,0.0003187037,0.1185492,0.00009074699,0.0002536246,0.8286671,0.03038814,0.02087129],"study_design_scores_gemma":[0.000009583563,0.00003768868,0.001297729,0.0005240536,0.000009738401,0.0006718481,0.06263457,0.0003045411,0.0003752885,0.1393437,0.7947408,0.00005049656],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08395411,0.1075289,0.01851854,0.4541857,0.007751042,0.00008834654,0.0001817111,0.0001524285,0.3276392],"genre_scores_gemma":[0.817552,0.04743152,0.006162137,0.02852365,0.002547332,0.0001765405,0.00008231118,0.0001688233,0.09735566],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0140994,"threshold_uncertainty_score":0.04679865,"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","authors":[{"name":"Mariella Silva de Oliveira-Costa","is_ca":false},{"name":"Deivson Rayner Teixeira da Costa","is_ca":false},{"name":"Lise Rénaud","is_ca":true},{"name":"Ana Valéria Machado Mendonça","is_ca":false}],"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01415275,0.0005856613,0.0006787058,0.01971098,0.002009367,0.00466749,0.0005450204,0.000449342,0.002010343],"category_scores_gemma":[0.05380966,0.0004443664,0.000693575,0.02132268,0.00239364,0.003307945,0.001773229,0.0005263566,0.0002630519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00353374,"about_ca_system_score_gemma":0.00292909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01351421,"about_ca_topic_score_gemma":0.01537481,"domain_scores_codex":[0.9900481,0.005839345,0.001172355,0.0009340937,0.00174331,0.000262908],"domain_scores_gemma":[0.9333704,0.05067286,0.007352928,0.001508158,0.006653697,0.0004419624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003302151,0.0002585358,0.152461,0.003371703,0.000145147,0.0008030072,0.5315647,0.0003339876,0.005613959,0.00603752,0.003341337,0.295739],"study_design_scores_gemma":[0.00008398345,0.0005720266,0.5697213,0.003494188,0.0003534359,0.0008644777,0.3254586,0.006279021,0.004807702,0.00446013,0.08367587,0.0002292888],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9512823,0.002733059,0.01506079,0.001463959,0.0001667708,0.002189101,0.00193307,0.0001482207,0.02502279],"genre_scores_gemma":[0.9465294,0.002609654,0.0436573,0.0002857614,0.0001509566,0.002911714,0.001371533,0.0000928705,0.002390778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01971098,"threshold_uncertainty_score":0.07484782,"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","authors":[{"name":"Robson Dias","is_ca":true}],"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004058844,0.000491271,0.0003652053,0.001421362,0.005368114,0.01518106,0.0007860763,0.002190128,0.02655147],"category_scores_gemma":[0.01779069,0.0003391441,0.000471015,0.001557127,0.006668012,0.008462607,0.003624412,0.00203503,0.003598303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002637205,"about_ca_system_score_gemma":0.002001465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006686378,"about_ca_topic_score_gemma":0.009678741,"domain_scores_codex":[0.996951,0.00145114,0.00009181468,0.0004216326,0.0007605592,0.0003237525],"domain_scores_gemma":[0.9844,0.009546542,0.001807288,0.001493572,0.00139572,0.001356834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0009075443,0.0003734819,0.05328353,0.001418857,0.0001442352,0.001889543,0.3602783,0.0007231479,0.008675083,0.3234797,0.06220889,0.1866177],"study_design_scores_gemma":[0.00009969753,0.0003079696,0.06471778,0.0008024743,0.0001734538,0.0008904989,0.1930464,0.0008883563,0.004070717,0.0554605,0.6794245,0.0001176447],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3135002,0.003049318,0.006056755,0.01755567,0.000958613,0.00006537058,0.0003329014,0.000229838,0.6582514],"genre_scores_gemma":[0.9168638,0.001958607,0.00249071,0.002170578,0.0003822341,0.00004330238,0.0002324256,0.0002192083,0.07563911],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02655147,"threshold_uncertainty_score":0.08882344,"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)","authors":[],"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006105821,0.0005148562,0.000565248,0.003527662,0.006847,0.01229383,0.001231253,0.002533725,0.007353195],"category_scores_gemma":[0.01432768,0.0005173363,0.0007673826,0.003877101,0.008118267,0.01263314,0.007638692,0.002687851,0.0009847939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004929317,"about_ca_system_score_gemma":0.006418067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0158627,"about_ca_topic_score_gemma":0.02015504,"domain_scores_codex":[0.9939688,0.004027485,0.0002198085,0.00062665,0.0006930729,0.000464167],"domain_scores_gemma":[0.9881623,0.00713668,0.001902803,0.0007646073,0.00108199,0.0009515492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00007512608,0.0002148978,0.07322808,0.0004948208,0.00009403737,0.0006430798,0.7975182,0.0001683142,0.0006987981,0.069616,0.002665572,0.05458308],"study_design_scores_gemma":[0.00002583109,0.000172931,0.05021806,0.001034967,0.0001540817,0.0006315776,0.8149698,0.0005643173,0.0005368929,0.02377536,0.1078515,0.0000647321],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8364648,0.00665983,0.004888965,0.02180176,0.0002728598,0.0001284723,0.000363725,0.00006198159,0.1293577],"genre_scores_gemma":[0.9914453,0.002795634,0.001340618,0.0007202252,0.00005154603,0.00005967088,0.00006655828,0.00001934118,0.003501069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0158627,"threshold_uncertainty_score":0.03576487,"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","authors":[{"name":"Chloé Catarina Fraga Leurquin","is_ca":false}],"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002979665,0.0005967896,0.0002078986,0.002349827,0.008758092,0.01346267,0.0007857026,0.002097621,0.01946352],"category_scores_gemma":[0.009984965,0.0003571061,0.0002394662,0.001700835,0.01035841,0.006669288,0.006637085,0.00268548,0.00270767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003600225,"about_ca_system_score_gemma":0.002276915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007005689,"about_ca_topic_score_gemma":0.007811959,"domain_scores_codex":[0.9953015,0.002899921,0.00009524896,0.0005747661,0.0005399874,0.0005885231],"domain_scores_gemma":[0.9953762,0.002058565,0.0006686002,0.0004820442,0.0006902633,0.0007243244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008877924,0.00004172193,0.01152948,0.00009540259,0.00001374027,0.001041769,0.4315498,0.0001581736,0.001487834,0.4849916,0.01464926,0.05435229],"study_design_scores_gemma":[0.00002411331,0.0001060915,0.01312008,0.0005399715,0.0000438447,0.0008600691,0.3310573,0.001431452,0.001485971,0.06801502,0.5832354,0.00008074471],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1931849,0.001061802,0.01316057,0.01446583,0.0005935996,0.00005347703,0.00009856815,0.0002012791,0.77718],"genre_scores_gemma":[0.9464639,0.0002941717,0.001476776,0.0008903469,0.0001182069,0.00003621368,0.00004546816,0.0001175,0.05055737],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01946352,"threshold_uncertainty_score":0.06511194,"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","authors":[{"name":"Camila Moreira Cesar","is_ca":true},{"name":"Maria Weber","is_ca":false}],"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005824252,0.0004236773,0.0006731482,0.001992407,0.02018546,0.01323853,0.0007959229,0.005585977,0.01775486],"category_scores_gemma":[0.02022724,0.0004171883,0.0004084634,0.002038767,0.02312191,0.005752229,0.005009108,0.01266869,0.00194041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01615938,"about_ca_system_score_gemma":0.009208017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1427196,"about_ca_topic_score_gemma":0.1574707,"domain_scores_codex":[0.9919556,0.003572612,0.0001891311,0.0007780443,0.001697324,0.001807259],"domain_scores_gemma":[0.9929138,0.003727912,0.0007051237,0.0004246667,0.001172802,0.001055692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009882067,0.00004150006,0.004036739,0.00005590071,0.00002667063,0.0004535138,0.08554721,0.0001533561,0.0002165592,0.8687658,0.0170978,0.0235061],"study_design_scores_gemma":[0.00005723301,0.00006809831,0.0345563,0.0006113127,0.00002952913,0.0009262221,0.1118145,0.0005326887,0.0007313748,0.1252045,0.7253468,0.0001214136],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.353211,0.01558679,0.004018071,0.1588884,0.003036345,0.00004107715,0.0004677442,0.00007122489,0.4646793],"genre_scores_gemma":[0.9309638,0.001991689,0.0004454845,0.002212711,0.0004754301,0.00002878824,0.00004867484,0.00007144075,0.063762],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1427196,"threshold_uncertainty_score":0.2837778,"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)","authors":[],"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002530257,0.0001989252,0.0003922741,0.00165382,0.002410888,0.002925146,0.0006526675,0.001861798,0.06810072],"category_scores_gemma":[0.02210049,0.0002019605,0.0001592613,0.001113729,0.001681919,0.004315651,0.00121054,0.001622707,0.007814827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001003561,"about_ca_system_score_gemma":0.001784736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005423657,"about_ca_topic_score_gemma":0.0009556937,"domain_scores_codex":[0.9987368,0.0003479593,0.00003908916,0.0001144234,0.0006796854,0.00008202567],"domain_scores_gemma":[0.9883813,0.004760368,0.000692574,0.001077337,0.004552831,0.0005355687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001458503,0.00008795247,0.00181407,0.0008623425,0.00002197431,0.0003600783,0.001410838,0.0005074358,0.00536532,0.5791503,0.2060997,0.2041742],"study_design_scores_gemma":[0.00005508651,0.00008704028,0.003674799,0.0004753854,0.00002062154,0.0004671537,0.001549561,0.002282096,0.007968149,0.3375488,0.6458201,0.00005133844],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08221258,0.01547918,0.02276393,0.2037539,0.02185543,0.0003831202,0.0008610794,0.0003516566,0.6523392],"genre_scores_gemma":[0.4855548,0.01134676,0.009973673,0.003479501,0.008992812,0.0001937817,0.0003273581,0.0001902347,0.4799412],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06810072,"threshold_uncertainty_score":0.2278196,"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)","authors":[{"name":"Fábio de Macedo Tristão Barbosa","is_ca":false}],"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002625025,0.0003567731,0.0003866745,0.001952723,0.01060561,0.005988034,0.00173315,0.002304327,0.008784181],"category_scores_gemma":[0.003641306,0.0003801426,0.0003294783,0.002404561,0.00577484,0.002279181,0.003648957,0.001492363,0.0005030825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007657551,"about_ca_system_score_gemma":0.003044374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05291978,"about_ca_topic_score_gemma":0.1310551,"domain_scores_codex":[0.9979797,0.00114419,0.00004397507,0.0001848293,0.0002020208,0.0004453213],"domain_scores_gemma":[0.9966341,0.001916674,0.0005143324,0.000229946,0.0002412584,0.0004636694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003139095,0.0005651557,0.09638578,0.000220705,0.00004068097,0.0212604,0.7958692,0.0008084325,0.001737764,0.04161599,0.002271561,0.03891042],"study_design_scores_gemma":[0.00001326903,0.0001115702,0.03692507,0.00009158477,0.00003042712,0.001868564,0.9353714,0.0009034086,0.0003771319,0.002127662,0.02214792,0.00003199854],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873074,0.0001730552,0.0003011997,0.0006863854,0.000006121306,0.00002113345,0.00001908041,0.000004397607,0.01148121],"genre_scores_gemma":[0.9973251,0.00009461818,0.0002363086,0.00004359246,0.00000290665,0.000006784965,0.000007701758,0.000003196944,0.002279936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05291978,"threshold_uncertainty_score":0.1052235,"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)","authors":[{"name":"Flávia Cristina de Paula Freitas","is_ca":false}],"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002507633,0.0003537209,0.0004313929,0.001190657,0.005570007,0.004794464,0.001056158,0.002332339,0.00694818],"category_scores_gemma":[0.006697956,0.0004680126,0.0004074622,0.0008194365,0.0044215,0.002925476,0.004764635,0.002747489,0.001034891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00267224,"about_ca_system_score_gemma":0.003256673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03184147,"about_ca_topic_score_gemma":0.06551514,"domain_scores_codex":[0.9978245,0.0009725658,0.00007007915,0.0002663719,0.0002792975,0.0005871747],"domain_scores_gemma":[0.996182,0.0006814792,0.001104222,0.0001862077,0.0006002018,0.001246072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003144404,0.0006197428,0.5102928,0.0005256625,0.0001253069,0.002680015,0.3745585,0.0001493764,0.00239382,0.006962234,0.007793191,0.09358504],"study_design_scores_gemma":[0.00001309931,0.0003937273,0.4376017,0.0008433869,0.00008064945,0.001301912,0.5154924,0.0003836087,0.0004634065,0.001832008,0.04151893,0.00007505135],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9705851,0.002816576,0.0006654057,0.008732966,0.0001724834,0.00004926544,0.00009163182,0.00001755009,0.01686905],"genre_scores_gemma":[0.9902725,0.001862906,0.0005581973,0.001011202,0.00004544337,0.00003727735,0.00005846848,0.000007621855,0.006146334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03184147,"threshold_uncertainty_score":0.06331223,"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","authors":[{"name":"Camila Moreira Cesar","is_ca":true}],"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004669202,0.0004101778,0.0003850481,0.001314836,0.01830572,0.01177488,0.0009945125,0.002403985,0.008468338],"category_scores_gemma":[0.007121371,0.0004279801,0.0002220464,0.001348946,0.01450016,0.003583436,0.006954022,0.005704847,0.0006788798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01506662,"about_ca_system_score_gemma":0.008787333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1484551,"about_ca_topic_score_gemma":0.2165514,"domain_scores_codex":[0.9969957,0.001189593,0.00007505826,0.0002671317,0.0003295296,0.00114287],"domain_scores_gemma":[0.9963984,0.001762504,0.0004460457,0.000122256,0.0004128424,0.0008578709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001632466,0.00002424283,0.008246991,0.00008298347,0.00001332771,0.000885501,0.8918192,0.0001081475,0.0007565655,0.08341258,0.003721234,0.01076607],"study_design_scores_gemma":[0.00001674886,0.00004778726,0.03926386,0.0003217924,0.00001284638,0.0002881863,0.7487811,0.00009699672,0.0003150682,0.003934206,0.2068774,0.00004415857],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8339438,0.003027871,0.0007557192,0.02618546,0.0006818252,0.0000315921,0.0001110798,0.00002570603,0.1352369],"genre_scores_gemma":[0.9843107,0.0004377044,0.0001391188,0.0004866456,0.00005764503,0.00002292075,0.00001373089,0.00002349901,0.01450803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1484551,"threshold_uncertainty_score":0.2951819,"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","authors":[{"name":"Danyelle Alves da PAIXÃO","is_ca":false}],"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00679927,0.0003173678,0.0003603445,0.004561157,0.007318295,0.009176591,0.001142108,0.001977586,0.004607055],"category_scores_gemma":[0.02366671,0.000338083,0.0003281838,0.008081627,0.007906431,0.005987909,0.005422495,0.002163246,0.0008139364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007394575,"about_ca_system_score_gemma":0.007105039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03027925,"about_ca_topic_score_gemma":0.03893534,"domain_scores_codex":[0.9904932,0.005180163,0.000399938,0.0005008811,0.002327063,0.001098786],"domain_scores_gemma":[0.9823602,0.01146059,0.002264575,0.0006068897,0.002372886,0.0009347085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000273098,0.00001411414,0.01641636,0.0001147596,0.000007055114,0.0003290274,0.9462498,0.0000262607,0.0003950781,0.01895381,0.002855355,0.01461103],"study_design_scores_gemma":[0.000002147255,0.00002838062,0.04975614,0.0002499242,0.000008692136,0.0002446997,0.8978288,0.00008789378,0.0002266453,0.001752548,0.04979721,0.00001701103],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8882222,0.002695064,0.001519577,0.01050156,0.0001578528,0.00008684013,0.0003109343,0.00003635895,0.09646963],"genre_scores_gemma":[0.9808251,0.001642516,0.0006929198,0.000768432,0.0000663169,0.000105991,0.00016668,0.00003192799,0.01570014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03027925,"threshold_uncertainty_score":0.060206,"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)","authors":[],"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006105821,0.0005148562,0.000565248,0.003527662,0.006847,0.01229383,0.001231253,0.002533725,0.007353195],"category_scores_gemma":[0.01432768,0.0005173363,0.0007673826,0.003877101,0.008118267,0.01263314,0.007638692,0.002687851,0.0009847939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004929317,"about_ca_system_score_gemma":0.006418067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0158627,"about_ca_topic_score_gemma":0.02015504,"domain_scores_codex":[0.9939688,0.004027485,0.0002198085,0.00062665,0.0006930729,0.000464167],"domain_scores_gemma":[0.9881623,0.00713668,0.001902803,0.0007646073,0.00108199,0.0009515492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00007512608,0.0002148978,0.07322808,0.0004948208,0.00009403737,0.0006430798,0.7975182,0.0001683142,0.0006987981,0.069616,0.002665572,0.05458308],"study_design_scores_gemma":[0.00002583109,0.000172931,0.05021806,0.001034967,0.0001540817,0.0006315776,0.8149698,0.0005643173,0.0005368929,0.02377536,0.1078515,0.0000647321],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8364648,0.00665983,0.004888965,0.02180176,0.0002728598,0.0001284723,0.000363725,0.00006198159,0.1293577],"genre_scores_gemma":[0.9914453,0.002795634,0.001340618,0.0007202252,0.00005154603,0.00005967088,0.00006655828,0.00001934118,0.003501069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0158627,"threshold_uncertainty_score":0.03576487,"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)","authors":[],"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001025458,0.0007824663,0.0005739396,0.001354529,0.003258884,0.007024992,0.00195866,0.003248055,0.3611225],"category_scores_gemma":[0.003496364,0.0003558882,0.0005898035,0.001463233,0.001743911,0.004970853,0.003057212,0.00302056,0.1917129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00468447,"about_ca_system_score_gemma":0.005724265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01623457,"about_ca_topic_score_gemma":0.01989252,"domain_scores_codex":[0.9987477,0.0001539922,0.00004823615,0.0003401608,0.000537188,0.0001726646],"domain_scores_gemma":[0.9986387,0.0002132396,0.00005605012,0.0001719874,0.0006525039,0.0002675568],"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":[0.00003017307,0.00003353041,0.0002395887,0.0002485419,0.000004000453,0.0001241025,0.0009372769,0.00009060431,0.0002968521,0.1122861,0.7742206,0.1114887],"study_design_scores_gemma":[9.27668e-7,0.000003374271,0.00009829594,0.00009859383,6.939628e-7,0.00004896913,0.0001184067,0.000009917705,0.00003523332,0.00257334,0.9970098,0.000002508715],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000849403,0.0120189,0.002740263,0.01317723,0.008623925,0.0001123302,0.00155311,0.0004212626,0.9605036],"genre_scores_gemma":[0.006377133,0.00666473,0.001307943,0.004219548,0.00161423,0.00007729357,0.001093167,0.0002282828,0.9784177],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6388775,"threshold_uncertainty_score":0.9112812,"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","authors":[{"name":"Christine Leteinturier","is_ca":false}],"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00306566,0.001262481,0.0007746617,0.003013882,0.00563485,0.008070634,0.001002224,0.002788256,0.01867219],"category_scores_gemma":[0.005621396,0.0007727676,0.0002936079,0.005018021,0.003191912,0.006751296,0.001264379,0.003653473,0.005914867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008896899,"about_ca_system_score_gemma":0.007999694,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.269402,"about_ca_topic_score_gemma":0.4904118,"domain_scores_codex":[0.9987509,0.0004639803,0.00006882411,0.0001727612,0.0003917292,0.0001517709],"domain_scores_gemma":[0.9956382,0.002377121,0.0003810168,0.00009219754,0.00109783,0.0004136029],"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":[0.0001030812,0.00002189703,0.002615441,0.0007770921,0.00003382899,0.0002126362,0.009198411,0.00008553044,0.0003385769,0.01944111,0.8720917,0.09508068],"study_design_scores_gemma":[0.00001453351,0.000007843817,0.009727111,0.0005009342,0.00001593629,0.0002044625,0.004345119,0.00008265951,0.0001727688,0.00322738,0.9816782,0.0000229347],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002354799,0.8063608,0.001077556,0.1621268,0.01192723,0.00001815609,0.0004740298,0.0001023051,0.01555825],"genre_scores_gemma":[0.06930248,0.7118501,0.002926613,0.02006077,0.01269852,0.0001116578,0.0006236565,0.0004194037,0.1820069],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.730598,"threshold_uncertainty_score":0.5356678,"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)","authors":[],"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006105821,0.0005148562,0.000565248,0.003527662,0.006847,0.01229383,0.001231253,0.002533725,0.007353195],"category_scores_gemma":[0.01432768,0.0005173363,0.0007673826,0.003877101,0.008118267,0.01263314,0.007638692,0.002687851,0.0009847939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004929317,"about_ca_system_score_gemma":0.006418067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0158627,"about_ca_topic_score_gemma":0.02015504,"domain_scores_codex":[0.9939688,0.004027485,0.0002198085,0.00062665,0.0006930729,0.000464167],"domain_scores_gemma":[0.9881623,0.00713668,0.001902803,0.0007646073,0.00108199,0.0009515492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00007512608,0.0002148978,0.07322808,0.0004948208,0.00009403737,0.0006430798,0.7975182,0.0001683142,0.0006987981,0.069616,0.002665572,0.05458308],"study_design_scores_gemma":[0.00002583109,0.000172931,0.05021806,0.001034967,0.0001540817,0.0006315776,0.8149698,0.0005643173,0.0005368929,0.02377536,0.1078515,0.0000647321],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8364648,0.00665983,0.004888965,0.02180176,0.0002728598,0.0001284723,0.000363725,0.00006198159,0.1293577],"genre_scores_gemma":[0.9914453,0.002795634,0.001340618,0.0007202252,0.00005154603,0.00005967088,0.00006655828,0.00001934118,0.003501069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0158627,"threshold_uncertainty_score":0.03576487,"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","authors":[{"name":"Simone María Rocha","is_ca":false},{"name":"Vanessa Silva","is_ca":false}],"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002022248,0.0003885707,0.0002211895,0.002392262,0.008927026,0.01530556,0.0005271261,0.001274397,0.007840292],"category_scores_gemma":[0.003673028,0.0002554125,0.0002267355,0.002985428,0.0132686,0.005490449,0.004384299,0.001742185,0.0006048564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00528738,"about_ca_system_score_gemma":0.002616569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01988739,"about_ca_topic_score_gemma":0.03662801,"domain_scores_codex":[0.9978496,0.0009479573,0.00006263694,0.0001998867,0.0005549326,0.0003849764],"domain_scores_gemma":[0.9961682,0.001910342,0.000801831,0.000370032,0.0003938429,0.0003556921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001163525,0.00005837047,0.01307658,0.0002113106,0.00001442625,0.0006471361,0.4946851,0.0000888771,0.002567206,0.4520631,0.006099214,0.03037237],"study_design_scores_gemma":[0.00001579104,0.00009827691,0.02729697,0.0003083616,0.00005347954,0.0009177513,0.5002596,0.0005647905,0.002269626,0.02762786,0.4405165,0.0000709884],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5914378,0.0013543,0.003418933,0.004840253,0.000225806,0.00004294999,0.000149883,0.00009711548,0.3984329],"genre_scores_gemma":[0.9859406,0.0002882031,0.0003891976,0.0001609294,0.00005070856,0.00001057621,0.0000269755,0.00002741871,0.0131054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01988739,"threshold_uncertainty_score":0.03954327,"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","authors":[],"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01199504,0.0001581613,0.000214257,0.0003416935,0.001293685,0.001839028,0.0005912151,0.0007553801,0.003325799],"category_scores_gemma":[0.05079856,0.0003259177,0.0002929717,0.0004876516,0.0009870031,0.001758248,0.001733252,0.0008503437,0.0002548516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00130146,"about_ca_system_score_gemma":0.004166408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004685646,"about_ca_topic_score_gemma":0.008153359,"domain_scores_codex":[0.9879825,0.007077899,0.0008746617,0.0005426689,0.002492024,0.001030231],"domain_scores_gemma":[0.9513738,0.03421922,0.006839338,0.0006398584,0.003808139,0.003119632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008214999,0.002682649,0.4847308,0.002021446,0.0001115858,0.001492814,0.1844424,0.0003059885,0.00261677,0.0006341237,0.00662284,0.313517],"study_design_scores_gemma":[0.0003878706,0.006723434,0.5895855,0.002744028,0.0001997226,0.002934506,0.3563692,0.001806915,0.002561624,0.000639664,0.03589467,0.0001528755],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915546,0.0008407163,0.0004803505,0.00409103,0.00003418469,0.0001805106,0.00003955514,0.00001219283,0.002767058],"genre_scores_gemma":[0.9953366,0.001143183,0.001427425,0.001192631,0.00003018823,0.0001847317,0.00002570634,0.000006323531,0.0006533178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01199504,"threshold_uncertainty_score":0.06343657,"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","authors":[{"name":"Hendryo André","is_ca":true}],"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002520026,0.000602436,0.0003354505,0.003099631,0.01118042,0.01122657,0.001386812,0.001527815,0.01054831],"category_scores_gemma":[0.006518363,0.0004210012,0.0002960553,0.003195559,0.01869254,0.007562192,0.007745874,0.002594325,0.000768991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004219549,"about_ca_system_score_gemma":0.002661161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02113511,"about_ca_topic_score_gemma":0.04092407,"domain_scores_codex":[0.9975911,0.001543269,0.00006342187,0.0002520661,0.0002920769,0.0002580718],"domain_scores_gemma":[0.9959463,0.002416031,0.0005789315,0.0004380233,0.0003406478,0.0002801053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002662527,0.000009948832,0.004650002,0.0001086376,0.000007289447,0.0003893913,0.9455572,0.00008468,0.0005569967,0.03749501,0.001996748,0.009117565],"study_design_scores_gemma":[0.000003313996,0.00001764225,0.006642464,0.0002411692,0.0000103942,0.0003295295,0.8769158,0.0002014104,0.0003766271,0.00524664,0.1099955,0.00001950452],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7329233,0.003426525,0.008423168,0.009632439,0.0002938419,0.00008408335,0.0003862924,0.0001477275,0.2446827],"genre_scores_gemma":[0.9839271,0.0009161019,0.0009173705,0.0002027879,0.0000398521,0.00003722806,0.00007535486,0.00006129352,0.01382284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02113511,"threshold_uncertainty_score":0.0420242,"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","authors":[{"name":"Paulo Rogers Ferreira","is_ca":false}],"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001942674,0.000433747,0.0003237802,0.0006978792,0.006487461,0.008440265,0.0008663442,0.002305588,0.01140706],"category_scores_gemma":[0.002928518,0.000276016,0.000303567,0.0007812581,0.02656839,0.007499421,0.003118583,0.006826159,0.002209213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006364788,"about_ca_system_score_gemma":0.005840072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03131731,"about_ca_topic_score_gemma":0.05822747,"domain_scores_codex":[0.9984928,0.0007378685,0.00003157221,0.0002164506,0.0002902922,0.0002310294],"domain_scores_gemma":[0.9990037,0.0002533023,0.00007846249,0.0001568721,0.0002568676,0.0002507957],"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":[0.000007738166,0.000008602321,0.0001082551,0.00003102338,0.000002770905,0.00003317596,0.01597176,0.0000165717,0.0001525909,0.9348306,0.03942499,0.009411966],"study_design_scores_gemma":[0.000006741187,0.00001208742,0.0005245566,0.0001683771,0.000005397081,0.0001098882,0.01058818,0.00003110833,0.0001285795,0.108041,0.8803683,0.00001578539],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003992157,0.01446547,0.00253389,0.03991956,0.003660434,0.00001906979,0.00006139265,0.00006684674,0.9352812],"genre_scores_gemma":[0.3429636,0.01331625,0.002271013,0.01461701,0.001995113,0.00008847117,0.00008002391,0.0002208312,0.6244478],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03131731,"threshold_uncertainty_score":0.06227005,"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","authors":[{"name":"Daniella Rocha Magalhães","is_ca":false}],"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003174627,0.0005103637,0.0003968622,0.00254462,0.01181292,0.01193049,0.001356564,0.001464751,0.01489594],"category_scores_gemma":[0.007176698,0.0003405636,0.0003288882,0.006436873,0.01203908,0.006087384,0.005206218,0.001660753,0.0006879924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03928107,"about_ca_system_score_gemma":0.03308329,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7710227,"about_ca_topic_score_gemma":0.8239121,"domain_scores_codex":[0.9955889,0.00173997,0.0001009493,0.0005372225,0.001095232,0.0009376969],"domain_scores_gemma":[0.99626,0.001437849,0.0003246055,0.0004112628,0.0009659955,0.0006002173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008771026,0.00004290389,0.01501248,0.0004077506,0.00003381245,0.001116441,0.2402546,0.0009252021,0.002211444,0.615475,0.02135734,0.1030753],"study_design_scores_gemma":[0.00001207906,0.00006883871,0.03867523,0.0007772352,0.00005697467,0.0002609442,0.1986328,0.001081162,0.001372771,0.02292469,0.736044,0.00009334347],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3032542,0.007560303,0.008174255,0.03595544,0.0003481829,0.000160764,0.0005817844,0.0001919667,0.6437732],"genre_scores_gemma":[0.9565714,0.003017196,0.001656102,0.0008116306,0.00004655904,0.00006001732,0.0001030739,0.00005655791,0.03767749],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7710227,"threshold_uncertainty_score":0.4606515,"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","authors":[{"name":"Arthur Araújo","is_ca":false},{"name":"Julián Durazo-Herrmann","is_ca":true}],"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005380926,0.0003293191,0.0003704544,0.00239914,0.003393161,0.002121121,0.0008927547,0.0005313258,0.004469818],"category_scores_gemma":[0.001596504,0.0002224984,0.0003293391,0.005000619,0.001087904,0.0007370138,0.001431991,0.0004826726,0.0004299874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01139216,"about_ca_system_score_gemma":0.007037796,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9620559,"about_ca_topic_score_gemma":0.9910765,"domain_scores_codex":[0.9995204,0.00006246152,0.00001862213,0.00009491648,0.0001356823,0.0001678532],"domain_scores_gemma":[0.998157,0.0002096694,0.0003210149,0.00007806966,0.000981053,0.0002531735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007745931,0.0000347298,0.9136501,0.0002622967,0.00009994712,0.0003893746,0.04524187,0.0002731976,0.001774209,0.0005899628,0.00300686,0.03459996],"study_design_scores_gemma":[9.804355e-7,0.00001546817,0.9673264,0.00004973664,0.00002028299,0.00004089906,0.02622937,0.0001084871,0.0001011366,0.00002172058,0.006076584,0.000009006051],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858271,0.001053715,0.0003691829,0.0003499005,0.00001677187,0.00008183922,0.002594574,0.00001780641,0.00968909],"genre_scores_gemma":[0.986186,0.0007822884,0.0004189541,0.000114488,0.000008559617,0.00006355779,0.001107704,0.000007651365,0.01131068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03794408,"threshold_uncertainty_score":0.08265632,"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","authors":[{"name":"Francisco Vieira da Silva","is_ca":false}],"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00328467,0.0007267559,0.0004760929,0.00460025,0.009815061,0.006254917,0.001490729,0.001053672,0.03718809],"category_scores_gemma":[0.009830737,0.0002779795,0.0003140713,0.005695802,0.0089839,0.003624071,0.004942164,0.001547266,0.003458501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007324623,"about_ca_system_score_gemma":0.005808617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01687367,"about_ca_topic_score_gemma":0.03728585,"domain_scores_codex":[0.9959721,0.001252249,0.0001649856,0.000677771,0.001430621,0.0005022169],"domain_scores_gemma":[0.9943005,0.002037188,0.0008054605,0.0008047364,0.00134731,0.0007048648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001735828,0.00008478722,0.01535161,0.0007146568,0.00002214908,0.001732856,0.3120081,0.0002510808,0.001875361,0.4188811,0.06174402,0.1871607],"study_design_scores_gemma":[0.000008354397,0.0000368144,0.01277001,0.0003510587,0.000006330236,0.0004716457,0.04402213,0.0001158383,0.0003937053,0.008918972,0.9328867,0.00001852617],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.173356,0.002905863,0.006091037,0.004319307,0.0006989725,0.0004674935,0.001641158,0.0003223667,0.8101979],"genre_scores_gemma":[0.7037623,0.001779892,0.00647321,0.001059954,0.0003571232,0.0006728635,0.001665629,0.0003134421,0.2839156],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03718809,"threshold_uncertainty_score":0.1244065,"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","authors":[{"name":"Simone Rocha","is_ca":true},{"name":"Vanessa Neumann Silva","is_ca":false}],"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002880039,0.0004458451,0.0003773918,0.001889922,0.005600538,0.01176285,0.0009711832,0.002310271,0.01165815],"category_scores_gemma":[0.00784794,0.0004035436,0.0002674734,0.003108958,0.01792191,0.008267711,0.004989267,0.002317789,0.0009900031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007506828,"about_ca_system_score_gemma":0.004824128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02039869,"about_ca_topic_score_gemma":0.02874097,"domain_scores_codex":[0.9974349,0.001266184,0.00006125696,0.0002984912,0.0006357982,0.0003034348],"domain_scores_gemma":[0.9940361,0.003831035,0.000928341,0.0004006545,0.0005524974,0.0002514905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001107779,0.00007393431,0.01264394,0.0004013883,0.00002336719,0.0007013959,0.2286945,0.000247212,0.0008439694,0.7040009,0.007773073,0.04448548],"study_design_scores_gemma":[0.00002384093,0.0001105547,0.0400365,0.00144162,0.00009315789,0.0007776336,0.3990138,0.000834673,0.002025454,0.1567646,0.3988025,0.00007572607],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3981247,0.01801095,0.003716112,0.0382756,0.0005890356,0.00004666199,0.0001289144,0.00005225038,0.5410559],"genre_scores_gemma":[0.9561461,0.007266819,0.0006014556,0.001372998,0.0001671878,0.00003268304,0.00003111929,0.00004402154,0.03433757],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02039869,"threshold_uncertainty_score":0.05446613,"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","authors":[{"name":"Fernando Andacht","is_ca":true}],"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001191293,0.0002577239,0.0002042125,0.001121707,0.003318295,0.006322592,0.0003531945,0.001041217,0.005473172],"category_scores_gemma":[0.006319949,0.0001417652,0.0002344609,0.0007958011,0.006204519,0.003805788,0.003162503,0.001934285,0.0006041707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001424192,"about_ca_system_score_gemma":0.001021096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002032965,"about_ca_topic_score_gemma":0.004098082,"domain_scores_codex":[0.9993839,0.0002704421,0.00002328099,0.00008208493,0.0001669486,0.00007334093],"domain_scores_gemma":[0.9970691,0.001370258,0.0005838004,0.0002087967,0.0003542543,0.0004138928],"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":[0.0004327063,0.00007880054,0.02610124,0.0004977935,0.00002960281,0.001906545,0.4479963,0.0002057039,0.01426983,0.3918569,0.01440668,0.1022179],"study_design_scores_gemma":[0.00002121278,0.000678808,0.1121484,0.0006701617,0.0000534521,0.002695544,0.2681982,0.0006885265,0.003663356,0.04503035,0.5660088,0.0001431675],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7281756,0.005512621,0.006094613,0.01735264,0.001149112,0.00006122754,0.0001767292,0.000133044,0.2413444],"genre_scores_gemma":[0.9759918,0.001058267,0.001243002,0.0005627156,0.0002263225,0.00002525608,0.00003833815,0.00004331077,0.02081094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006322592,"threshold_uncertainty_score":0.01830959,"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","authors":[{"name":"Talvani Lange","is_ca":false}],"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002361889,0.000370911,0.0003975222,0.001428251,0.006036191,0.01918454,0.001060998,0.002870155,0.008806146],"category_scores_gemma":[0.005715611,0.0002940754,0.0003511598,0.00237309,0.02414322,0.01197825,0.006474627,0.002993169,0.001276847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003965081,"about_ca_system_score_gemma":0.003159894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005039515,"about_ca_topic_score_gemma":0.004784929,"domain_scores_codex":[0.9976717,0.001150714,0.00005374427,0.0002381459,0.0005287208,0.0003569417],"domain_scores_gemma":[0.9972413,0.00140763,0.0003697085,0.0004804314,0.0002691747,0.0002317629],"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":[0.00003646117,0.00002742147,0.001169778,0.0001204049,0.000006170545,0.0005133194,0.09565839,0.0001398958,0.0004743559,0.8777952,0.005613036,0.0184456],"study_design_scores_gemma":[0.00001697508,0.00008091018,0.005778686,0.0005078553,0.0000251817,0.0008833811,0.1520255,0.0008267715,0.001080647,0.238142,0.6005898,0.00004220421],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1266885,0.004257345,0.007741937,0.05287423,0.0008218816,0.0000355945,0.00009118521,0.000185214,0.8073041],"genre_scores_gemma":[0.9672168,0.001515441,0.0005365931,0.0006196696,0.000305396,0.00002529819,0.00002822825,0.00007706221,0.02967547],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01918454,"threshold_uncertainty_score":0.02945948,"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","authors":[],"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001689955,0.0001967975,0.0002626206,0.001578864,0.001616184,0.00435729,0.0003896735,0.001020674,0.003812049],"category_scores_gemma":[0.004228791,0.0001831517,0.0002921506,0.001644717,0.01409709,0.007696452,0.002384137,0.001317747,0.0002300775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002524805,"about_ca_system_score_gemma":0.0007401024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001277344,"about_ca_topic_score_gemma":0.001171941,"domain_scores_codex":[0.99862,0.0008619407,0.00002879225,0.00012214,0.0002718494,0.00009520195],"domain_scores_gemma":[0.9974962,0.00171665,0.0002738014,0.0002402413,0.0001727252,0.0001002514],"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":[0.0000229733,0.00001547641,0.0009284015,0.00004400834,0.000006382109,0.0001143384,0.003812389,0.0004541707,0.0001378793,0.9877555,0.0005739786,0.006134695],"study_design_scores_gemma":[0.00001411253,0.00001461978,0.001950759,0.00005725214,0.000006117597,0.0001805365,0.004527568,0.001387522,0.0001197391,0.9657069,0.02602572,0.000009186115],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4211578,0.009781888,0.01705674,0.03292487,0.0001849282,0.00003528061,0.00008414671,0.00004872417,0.5187256],"genre_scores_gemma":[0.993762,0.001395658,0.001057688,0.0004917355,0.0000617993,0.00001431246,0.00001155068,0.00001295975,0.00319235],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00435729,"threshold_uncertainty_score":0.01831883,"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","authors":[{"name":"Iuri Yudi Furukita Baptista","is_ca":false}],"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003483149,0.0009389311,0.0004456772,0.004037038,0.00543966,0.0110557,0.001332841,0.003856233,0.01613914],"category_scores_gemma":[0.007894942,0.0004474376,0.0007657679,0.004804214,0.02149301,0.01750877,0.003900771,0.004600648,0.002569156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01378219,"about_ca_system_score_gemma":0.006343152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02420062,"about_ca_topic_score_gemma":0.01213796,"domain_scores_codex":[0.995153,0.002623533,0.0001887397,0.0007652367,0.000869907,0.0003996433],"domain_scores_gemma":[0.9949626,0.002706006,0.0005052229,0.0005517622,0.0009695233,0.0003048859],"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":[0.000009885364,0.000004816511,0.0001876973,0.00003377367,0.00000196401,0.00003399986,0.004613513,0.0001839737,0.00004635561,0.9856594,0.003523468,0.00570121],"study_design_scores_gemma":[0.00001667041,0.00003326312,0.0005692022,0.0003334544,0.00001335358,0.0002456007,0.006714941,0.001740137,0.0003084207,0.4958413,0.4941438,0.00003986211],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02058383,0.01136574,0.1403767,0.06746084,0.001536563,0.0001717152,0.0005586189,0.0003546479,0.7575914],"genre_scores_gemma":[0.7927165,0.00941987,0.02693269,0.006061048,0.001035849,0.0005927748,0.0003217278,0.0003044321,0.1626151],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02420062,"threshold_uncertainty_score":0.09999722,"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","authors":[{"name":"Vander Casaqui","is_ca":false}],"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009962638,0.0009032001,0.0004209302,0.003650747,0.006231841,0.0144592,0.002289228,0.003747686,0.007650764],"category_scores_gemma":[0.02522704,0.0004604312,0.0006379663,0.00393764,0.03501844,0.01374257,0.008345244,0.006643331,0.001178001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007302782,"about_ca_system_score_gemma":0.004819582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007670334,"about_ca_topic_score_gemma":0.008126627,"domain_scores_codex":[0.9882737,0.006835381,0.0002817967,0.001266178,0.002694107,0.0006487916],"domain_scores_gemma":[0.9685798,0.02241484,0.002816395,0.003238422,0.002407407,0.000543162],"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":[0.0000485678,0.00001651694,0.001948048,0.0003883333,0.00002011539,0.0001445823,0.05683242,0.0003319922,0.0003678486,0.9064832,0.006885881,0.02653248],"study_design_scores_gemma":[0.00002488267,0.00007930344,0.006893223,0.001441999,0.00007785907,0.0006310476,0.04795387,0.002028489,0.001695442,0.3395352,0.5995629,0.00007563645],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1283308,0.02683652,0.06314703,0.1375788,0.002330719,0.0001301139,0.0002505448,0.0003189173,0.6410766],"genre_scores_gemma":[0.952108,0.007511246,0.006096713,0.006589164,0.0009778811,0.000134414,0.0000624532,0.0001707671,0.02634941],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0144592,"threshold_uncertainty_score":0.05298561,"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","authors":[{"name":"France Aubin","is_ca":true},{"name":"Érik Neveu","is_ca":false},{"name":"Paula de Souza Paes","is_ca":false}],"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005735041,0.0007376689,0.000887309,0.004268662,0.008475853,0.01774782,0.001962883,0.006811886,0.0130116],"category_scores_gemma":[0.01166652,0.000634448,0.0009780532,0.00500495,0.02358606,0.01831764,0.006594502,0.009143461,0.001535174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007740316,"about_ca_system_score_gemma":0.006766584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004393496,"about_ca_topic_score_gemma":0.003309164,"domain_scores_codex":[0.9924946,0.004088152,0.0003284432,0.0008359247,0.00157893,0.0006739626],"domain_scores_gemma":[0.9920357,0.005124656,0.0009207541,0.0006292086,0.0008652824,0.0004243336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000007147105,0.0000229922,0.0002694236,0.0001172104,0.000004193632,0.00007281201,0.007863182,0.00009981118,0.00008447268,0.9767348,0.007657965,0.007065995],"study_design_scores_gemma":[0.000007367056,0.00001999854,0.0007611184,0.0005224853,0.000008950394,0.0003260814,0.0131366,0.0003703785,0.000167429,0.6279522,0.3567085,0.00001899662],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03147521,0.06109401,0.03958074,0.1876654,0.004526805,0.0001627676,0.0004030796,0.000264879,0.674827],"genre_scores_gemma":[0.7726724,0.05241552,0.02903604,0.0123787,0.006795114,0.0006636651,0.0005850497,0.0003913411,0.1250622],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01774782,"threshold_uncertainty_score":0.05616021,"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","authors":[{"name":"Antônio Souza","is_ca":true}],"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01250944,0.0005662995,0.0007049959,0.005369605,0.00996434,0.0221035,0.00136562,0.003489639,0.008338388],"category_scores_gemma":[0.02356403,0.000373626,0.0004512474,0.007207092,0.01530263,0.01698747,0.005826596,0.003795674,0.001071544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009137998,"about_ca_system_score_gemma":0.01433145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02549013,"about_ca_topic_score_gemma":0.03202049,"domain_scores_codex":[0.9938208,0.003312693,0.000189732,0.0006728953,0.001317791,0.0006861173],"domain_scores_gemma":[0.9783906,0.01434617,0.001537769,0.001085653,0.002907997,0.001731647],"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":[0.0001725686,0.00009893006,0.02224196,0.001233665,0.00005704453,0.0009470414,0.3726594,0.0002581064,0.00107991,0.2780389,0.03474795,0.2884646],"study_design_scores_gemma":[0.0000274109,0.0000976308,0.01825469,0.003215932,0.000063755,0.0005657995,0.3035878,0.0003591491,0.0007654442,0.04693832,0.626054,0.00006995141],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2210933,0.186582,0.006116644,0.2903862,0.003963843,0.00008595034,0.000193684,0.0002387906,0.2913396],"genre_scores_gemma":[0.8845309,0.07153144,0.002526473,0.007442041,0.002069892,0.0001195848,0.00007830815,0.0001085361,0.03159278],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02549013,"threshold_uncertainty_score":0.06630117,"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","authors":[{"name":"Lucas Lopes de Santana","is_ca":false}],"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007449345,0.0002451104,0.0002560523,0.005397802,0.003891119,0.003921898,0.0004902089,0.0004671132,0.01651435],"category_scores_gemma":[0.005440287,0.000168417,0.0001566412,0.01005398,0.001423072,0.001192508,0.0009551237,0.0006456677,0.0009878987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02147517,"about_ca_system_score_gemma":0.01864688,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9686405,"about_ca_topic_score_gemma":0.9919478,"domain_scores_codex":[0.9992591,0.00006972991,0.00002578467,0.0001026038,0.000345238,0.0001977116],"domain_scores_gemma":[0.9934977,0.00109739,0.001061341,0.0001286053,0.003236924,0.0009780569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005079966,0.00008520637,0.4243401,0.001655885,0.0002101419,0.001900413,0.05566141,0.0004585154,0.003841599,0.01264913,0.3193246,0.179365],"study_design_scores_gemma":[0.000008239348,0.00002289801,0.6750247,0.0002717638,0.00003631161,0.0001177424,0.02256942,0.0002136514,0.0005910964,0.00012219,0.3009692,0.00005277426],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7383168,0.02434335,0.0006923729,0.02072203,0.0008781065,0.0001469977,0.06260708,0.0002698324,0.1520235],"genre_scores_gemma":[0.9003639,0.006241867,0.0004013747,0.001234434,0.0002409094,0.00006212992,0.007253133,0.00007745736,0.08412477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03135949,"threshold_uncertainty_score":0.155814,"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","authors":[{"name":"Jônathas Grunheidt Vilela Ordine","is_ca":false},{"name":"Marluza Da Rosa","is_ca":false}],"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002777463,0.0006741214,0.0004529691,0.002574409,0.003995197,0.01048996,0.001051645,0.002555775,0.08915345],"category_scores_gemma":[0.006690186,0.0002899203,0.0007670596,0.001654437,0.004739014,0.005729274,0.00534887,0.003116337,0.04127235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002427302,"about_ca_system_score_gemma":0.002478026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003196171,"about_ca_topic_score_gemma":0.002906927,"domain_scores_codex":[0.9972616,0.0009061963,0.0001313745,0.0006330014,0.0007941916,0.000273625],"domain_scores_gemma":[0.9968116,0.0006412146,0.0002422759,0.0009541349,0.001003246,0.0003475141],"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":[0.0001430136,0.00008542901,0.001951817,0.0003177835,0.00002220801,0.0006366993,0.007291792,0.00018863,0.001874761,0.7138707,0.0992275,0.1743897],"study_design_scores_gemma":[0.000005935284,0.00002910165,0.0005920157,0.0001429667,0.000006736998,0.0003681846,0.001128648,0.00012063,0.0004380515,0.02543614,0.9717219,0.000009697992],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01025845,0.003716615,0.01134775,0.008837382,0.00326021,0.000127805,0.0005843903,0.0006983668,0.961169],"genre_scores_gemma":[0.2101435,0.004749332,0.01384522,0.00577791,0.002483148,0.0002671052,0.0009851651,0.0009007809,0.7608477],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08915345,"threshold_uncertainty_score":0,"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)","authors":[{"name":"Lorena Soler","is_ca":false}],"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005784754,0.0006448784,0.0004459007,0.001019257,0.004210165,0.004914221,0.000789691,0.001684118,0.1056222],"category_scores_gemma":[0.002930877,0.0004417938,0.0002313941,0.001300218,0.001737105,0.003552448,0.002842357,0.002327546,0.02794915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003418663,"about_ca_system_score_gemma":0.004967644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01554671,"about_ca_topic_score_gemma":0.03586669,"domain_scores_codex":[0.9992809,0.00008646296,0.00003464334,0.0002135182,0.0002509734,0.0001334524],"domain_scores_gemma":[0.999023,0.0002204182,0.000118825,0.0001014255,0.0003449935,0.0001913283],"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":[0.0005655816,0.00005887187,0.005216421,0.002300143,0.00004917184,0.002396211,0.02048558,0.0002477707,0.007314456,0.1293068,0.5166329,0.3154261],"study_design_scores_gemma":[0.000004768197,0.00001254201,0.002045701,0.00009540489,0.000005355336,0.0002983145,0.001065974,0.00002416537,0.000311128,0.00102834,0.9950985,0.000009763387],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02617122,0.03031547,0.002039911,0.03871441,0.00858141,0.0001392926,0.002198176,0.0009842988,0.8908558],"genre_scores_gemma":[0.1218911,0.0158991,0.001939449,0.004766341,0.001153085,0.0001145035,0.0008676154,0.0004340525,0.8529348],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1056222,"threshold_uncertainty_score":0.3533414,"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","authors":[{"name":"Germana Barata","is_ca":false},{"name":"Monique Batista de Oliveira","is_ca":false},{"name":"Thaís Moreira Peixoto","is_ca":false},{"name":"Carlos Caetano de Almeida","is_ca":false},{"name":"Alysson Mazoni","is_ca":false},{"name":"Rodrigo Costas","is_ca":false},{"name":"Juan Pablo Alperín","is_ca":true}],"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003521939,0.0008833795,0.0005716471,0.004275142,0.001853938,0.006799116,0.0007508705,0.000963815,0.01122131],"category_scores_gemma":[0.01253423,0.0003215113,0.0006786851,0.006186504,0.002443576,0.002774305,0.00355151,0.001468539,0.00183461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002460398,"about_ca_system_score_gemma":0.001884636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01926613,"about_ca_topic_score_gemma":0.03664627,"domain_scores_codex":[0.996501,0.001082814,0.0002677945,0.0005716458,0.0012983,0.0002785134],"domain_scores_gemma":[0.9861909,0.006086259,0.002252152,0.001245664,0.003202991,0.001022007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006063821,0.0002533134,0.3460954,0.003709551,0.0004411441,0.001198444,0.1455474,0.002245386,0.02132341,0.03029636,0.01250311,0.4357801],"study_design_scores_gemma":[0.00001982184,0.000489547,0.7437167,0.001072394,0.0003094425,0.0007198435,0.0904477,0.002142012,0.005776583,0.005743374,0.1493171,0.0002455352],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7863302,0.004047703,0.02250761,0.002056322,0.00035736,0.0002961024,0.003642248,0.0005773056,0.1801851],"genre_scores_gemma":[0.9728118,0.001911762,0.009105488,0.0001492573,0.00009836088,0.0001996636,0.0009581494,0.0001159052,0.01464969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9932009,"threshold_uncertainty_score":0.03830796,"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","authors":[{"name":"Mateus Lorenzon","is_ca":false},{"name":"Ângelo Vitório Cenci","is_ca":false}],"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002619884,0.0004431726,0.0005880985,0.003607284,0.007796323,0.01712202,0.0009092856,0.001969823,0.0152667],"category_scores_gemma":[0.005552007,0.0002891915,0.0004077157,0.006202267,0.02267253,0.01019403,0.007764602,0.002906073,0.001327264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0100933,"about_ca_system_score_gemma":0.005142431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02184372,"about_ca_topic_score_gemma":0.03545446,"domain_scores_codex":[0.9974589,0.001203613,0.0001133421,0.000416325,0.0005108874,0.0002969342],"domain_scores_gemma":[0.9962122,0.002057965,0.0005510135,0.0004217131,0.00047919,0.0002778627],"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":[0.00003320274,0.00001512488,0.004361709,0.0003757718,0.0000171363,0.0004126432,0.1659373,0.0001623952,0.0005135961,0.7936052,0.003962907,0.03060291],"study_design_scores_gemma":[0.00001515076,0.00003518334,0.01647498,0.001287027,0.00005039319,0.001049465,0.1456944,0.0005439839,0.0009409155,0.1766582,0.6571911,0.00005912003],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1564107,0.03404255,0.01520617,0.02888106,0.0005706367,0.00004632286,0.0002821437,0.0001542785,0.7644062],"genre_scores_gemma":[0.9664766,0.008936677,0.002621582,0.001139034,0.0002107971,0.00004815845,0.0000870171,0.00009617064,0.02038389],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02184372,"threshold_uncertainty_score":0.07323235,"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","authors":[{"name":"Carolina Gois Falandes","is_ca":false},{"name":"Denis Porto Renó","is_ca":false}],"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005028352,0.0004005551,0.000336854,0.002034266,0.006866343,0.007539516,0.0008531559,0.001869585,0.002864096],"category_scores_gemma":[0.008817025,0.0003503288,0.0002466753,0.001882981,0.01764654,0.00817938,0.006731105,0.001624055,0.0002356592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003023827,"about_ca_system_score_gemma":0.001514434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003589632,"about_ca_topic_score_gemma":0.006744226,"domain_scores_codex":[0.9954128,0.003707968,0.00009591404,0.0001747563,0.000316755,0.000291969],"domain_scores_gemma":[0.9925109,0.005836094,0.0006234953,0.0003087909,0.0002508731,0.0004698447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000301242,0.00001414426,0.0008589528,0.00009048035,0.000003662476,0.0007696094,0.9585859,0.00005460455,0.0006692316,0.03444916,0.0007071434,0.003767005],"study_design_scores_gemma":[0.0000105755,0.00003780586,0.002659147,0.0002910273,0.00000868919,0.0009209854,0.8862231,0.0001417917,0.0005477283,0.005663247,0.1034729,0.00002297062],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8643379,0.005519562,0.006100853,0.01015887,0.0002872248,0.0001091399,0.000261573,0.00009100895,0.113134],"genre_scores_gemma":[0.9953039,0.0009335948,0.0007256345,0.0002317925,0.00005379866,0.00004198511,0.00003501039,0.00002399496,0.002650399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007539516,"threshold_uncertainty_score":0.02659279,"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","authors":[{"name":"Karen Rodriguez","is_ca":true},{"name":"Yahoska Salazar","is_ca":true}],"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00664184,0.0003856141,0.0003424193,0.002403204,0.008479136,0.009308992,0.0008077853,0.001648997,0.0025312],"category_scores_gemma":[0.0161116,0.0002959647,0.0002376897,0.002610838,0.01262966,0.003098279,0.004333993,0.002166757,0.0002310467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01192855,"about_ca_system_score_gemma":0.01342779,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4633032,"about_ca_topic_score_gemma":0.4572971,"domain_scores_codex":[0.994624,0.002177787,0.0001495171,0.0003184545,0.001776884,0.0009534171],"domain_scores_gemma":[0.9896976,0.00569628,0.002016355,0.0002222754,0.001455608,0.0009118377],"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":[0.00007432342,0.00003612262,0.061691,0.0001353176,0.00001203332,0.0005962611,0.9157148,0.00007445545,0.0005618869,0.005994669,0.0007168141,0.01439229],"study_design_scores_gemma":[0.000003332879,0.00002571472,0.03432446,0.0001214544,0.000009445961,0.0001265017,0.9552557,0.0001063325,0.0001423137,0.0005038182,0.009360086,0.0000208475],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775112,0.000823931,0.0002523917,0.00254962,0.0000395934,0.00001266761,0.0000210534,0.000006914916,0.01878255],"genre_scores_gemma":[0.9978476,0.0005246007,0.00007826429,0.0001583674,0.0000118367,0.000005831674,0.000008213028,0.000003838416,0.001361461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5366968,"threshold_uncertainty_score":0.9212129,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}