{"meta":{"query_hash":"a781a062699e","filters":{"venue":"Intercom Revista Brasileira de Ciências da Comunicação"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/a781a062699e","api":"https://metacan.xera.ac/api/v1/cohort?venue=Intercom+Revista+Brasileira+de+Ci%C3%AAncias+da+Comunica%C3%A7%C3%A3o"},"results":[{"id":"W2059995500","doi":"10.1590/s1809-58442011000100013","title":"Criatividade e pensamento crítico","year":2011,"lang":"pt","type":"article","venue":"Intercom Revista Brasileira de Ciências da Comunicação","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Creativity; Philosophy; Sociology; Humanities; Psychology; Social psychology","score_opus":0.1629110207200003,"score_gpt":0.3379728117539367,"score_spread":0.17506179103393638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059995500","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15044147,0.044108417,0.02170723,0.092312746,0.0018284641,0.00010458047,0.0001481332,0.00015460489,0.6891943],"genre_scores_gemma":[0.937702,0.019366432,0.0025905352,0.004092521,0.00072466064,0.00008342042,0.00007567043,0.00013397429,0.03523071],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98653257,0.0070106694,0.0004447004,0.001498034,0.0034592717,0.0010547205],"domain_scores_gemma":[0.9765519,0.01358691,0.0030944594,0.0023419042,0.0032177994,0.0012071225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007940345,0.000735069,0.00085868256,0.0053248657,0.00976133,0.01918819,0.0017836627,0.0035885759,0.010058934],"category_scores_gemma":[0.02399966,0.0004298503,0.00060908403,0.0082370015,0.028043034,0.0100289835,0.006953854,0.005106968,0.0013576696],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045565954,0.000036422112,0.0077533256,0.00063308683,0.000032985696,0.00047658282,0.1951138,0.00028248073,0.00037542544,0.7413818,0.013157814,0.040710736],"study_design_scores_gemma":[0.000013167011,0.0000545336,0.010957467,0.0014558632,0.00006804451,0.00093014014,0.17217718,0.0007748575,0.0005773984,0.11337213,0.69953597,0.000083218314],"about_ca_topic_score_codex":0.028035942,"about_ca_topic_score_gemma":0.04176586,"teacher_disagreement_score":0.028035942,"about_ca_system_score_codex":0.011083037,"about_ca_system_score_gemma":0.008777765,"threshold_uncertainty_score":0.08041346},"labels":[],"label_agreement":null},{"id":"W3083073635","doi":"10.1590/1809-5844202024","title":"Influenciando atitudes e comportamentos com anúncios publicitários: articulando teoria e prática","year":2020,"lang":"pt","type":"article","venue":"Intercom Revista Brasileira de Ciências da Comunicação","topic":"Psychology of Social Influence","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Humanities; Psychology; Philosophy","score_opus":0.09032756329286053,"score_gpt":0.3564838393644773,"score_spread":0.2661562760716168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3083073635","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6842565,0.16401161,0.009922142,0.017610528,0.0006875335,0.00073372794,0.0013174685,0.00016926028,0.12129122],"genre_scores_gemma":[0.9240875,0.065023124,0.0044269706,0.0011352403,0.00022378734,0.00034665753,0.00020905238,0.000036408772,0.0045111086],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9913925,0.004486077,0.0007661865,0.0010631727,0.0019184279,0.00037367255],"domain_scores_gemma":[0.93479455,0.050080243,0.0064645093,0.0019946892,0.0058708075,0.00079516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012029409,0.000602473,0.001313089,0.006301539,0.0027313617,0.008109218,0.0011402002,0.0016375374,0.011034579],"category_scores_gemma":[0.038813595,0.0006483056,0.0009528184,0.010438824,0.004645586,0.003985808,0.002751258,0.0014003329,0.000864551],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015831256,0.0013467144,0.26416722,0.026167061,0.0011947153,0.001015169,0.097959995,0.0010814412,0.0066362503,0.05007296,0.0062677455,0.54250765],"study_design_scores_gemma":[0.00017889646,0.0012517394,0.7321774,0.01613082,0.0027086337,0.00090979866,0.121496126,0.001259488,0.0048396434,0.02602655,0.09281354,0.00020742655],"about_ca_topic_score_codex":0.033198748,"about_ca_topic_score_gemma":0.055469517,"teacher_disagreement_score":0.033198748,"about_ca_system_score_codex":0.0051182504,"about_ca_system_score_gemma":0.009756653,"threshold_uncertainty_score":0.06601101},"labels":[],"label_agreement":null},{"id":"W4285200274","doi":"10.1590/1809-58442022110pt","title":"Uma metodologia reflexiva para desocidentalizar o subcampo da Comunicação Organizacional LatinoAmericana","year":2022,"lang":"pt","type":"article","venue":"Intercom Revista Brasileira de Ciências da Comunicação","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Université du Québec à Montréal","funders":"","keywords":"Humanities; Sociology; Philosophy","score_opus":0.15640423266068168,"score_gpt":0.3890872826201773,"score_spread":0.2326830499594956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285200274","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6163968,0.0053016697,0.19202763,0.008425256,0.00027920218,0.0037502279,0.0038504684,0.00045356192,0.16951516],"genre_scores_gemma":[0.88476664,0.0018990157,0.102188274,0.0003458076,0.00005688051,0.0028374048,0.0005913214,0.000087652166,0.0072270646],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9910521,0.0065401825,0.00042232065,0.0008092507,0.000861862,0.00031429672],"domain_scores_gemma":[0.9865362,0.008771384,0.0011985779,0.0013496501,0.0019084044,0.000235789],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011311152,0.0008741841,0.00081252726,0.0067774216,0.0026355416,0.008493539,0.0013772177,0.0013217146,0.010154947],"category_scores_gemma":[0.022850616,0.00047091465,0.00085122726,0.010244057,0.0035132442,0.004794282,0.0034255956,0.0012284571,0.00071854895],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055095094,0.00039272517,0.13304907,0.0042086034,0.00026019657,0.0008524868,0.23596233,0.0043565105,0.007778231,0.2043611,0.007381917,0.40084586],"study_design_scores_gemma":[0.00020820128,0.0006520807,0.089985244,0.003920889,0.0005563939,0.00068461674,0.55400234,0.016949369,0.008433291,0.1386513,0.18578386,0.00017237668],"about_ca_topic_score_codex":0.020355811,"about_ca_topic_score_gemma":0.027510682,"teacher_disagreement_score":0.020355811,"about_ca_system_score_codex":0.004307291,"about_ca_system_score_gemma":0.007495759,"threshold_uncertainty_score":0.059819818},"labels":[],"label_agreement":null},{"id":"W4285299714","doi":"10.1590/1809-58442022110en","title":"A reflexive methodology for de-westernizing the subfield of Latin American Organizational Communication","year":2022,"lang":"en","type":"article","venue":"Intercom Revista Brasileira de Ciências da Comunicação","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Université du Québec à Montréal","funders":"","keywords":"Reflexivity; Latin Americans; Organizational communication; Sociology; Knowledge management; Production (economics); Knowledge production; Political science; Epistemology; Computer science; Social science","score_opus":0.17983697599441076,"score_gpt":0.4079473771172409,"score_spread":0.22811040112283013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285299714","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.031509474,0.00054085837,0.89814514,0.0067212326,0.00040941153,0.006199713,0.0002183453,0.00020166792,0.05605421],"genre_scores_gemma":[0.20552967,0.0003693842,0.7727732,0.0011113253,0.00009784925,0.014654077,0.00010532257,0.00009427883,0.005264821],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.84250253,0.14297646,0.003534973,0.0046462133,0.0054017943,0.0009381232],"domain_scores_gemma":[0.79655933,0.15498117,0.010121852,0.022284247,0.014920638,0.0011327572],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.12163885,0.0014976057,0.0012239295,0.007383408,0.0049972506,0.0098713925,0.002981251,0.0023149026,0.00600124],"category_scores_gemma":[0.10929033,0.00091872737,0.0013490141,0.0040685665,0.029637448,0.008011956,0.009771932,0.0046377676,0.00085132424],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015121391,0.00021943303,0.0016120333,0.0012229256,0.00007447756,0.00025793136,0.18319653,0.0007365345,0.0029309306,0.73003274,0.001877485,0.077687696],"study_design_scores_gemma":[0.0003354028,0.00038639503,0.0023738127,0.0031482268,0.0001603607,0.0003937643,0.15215747,0.0065894136,0.008961833,0.69953734,0.12580979,0.00014618675],"about_ca_topic_score_codex":0.0014395316,"about_ca_topic_score_gemma":0.0023504528,"teacher_disagreement_score":0.99500275,"about_ca_system_score_codex":0.004076107,"about_ca_system_score_gemma":0.009686418,"threshold_uncertainty_score":0.6432954},"labels":[],"label_agreement":null},{"id":"W4389564910","doi":"10.1590/1809-58442023133en","title":"Gamers on Independence Day: far-right and discourse by Brazilian gamer communities on Twitter","year":2023,"lang":"en","type":"article","venue":"Intercom Revista Brasileira de Ciências da Comunicação","topic":"Social Media and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Ministério da Ciência, Tecnologia e Inovação; Universitat Autònoma de Barcelona; Universidade Federal do Pará; Universidade do Estado da Bahia; Universidade Federal do Rio Grande do Sul; University of Victoria","keywords":"Independence (probability theory); Narrative; Perception; Media studies; Politics; Event (particle physics); Political science; Sociology; Psychology; Art; Literature; Law","score_opus":0.05196008929569234,"score_gpt":0.35984848748106973,"score_spread":0.3078883981853774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389564910","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94937134,0.0010889033,0.0010913609,0.0037785098,0.000106935266,0.000046034675,0.00042186564,0.000025268018,0.04406975],"genre_scores_gemma":[0.99664366,0.0004542995,0.00020517132,0.00017479832,0.00003517248,0.00002600413,0.00009735451,0.000027202683,0.0023363256],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9974269,0.001530557,0.00009583234,0.00026214265,0.00039789724,0.0002866239],"domain_scores_gemma":[0.99274546,0.005210068,0.00087554386,0.0002744442,0.00040024958,0.00049424917],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028990242,0.00035108917,0.0005393529,0.002768496,0.0054417495,0.005130376,0.00046879437,0.0011351623,0.0041571893],"category_scores_gemma":[0.0112671945,0.0002838119,0.00018519272,0.0035643396,0.005398652,0.003460145,0.00436406,0.0011571479,0.0004592234],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010366388,0.00002542392,0.02272633,0.00020645674,0.0000154399,0.00079532614,0.9515701,0.000047245823,0.0026104378,0.007105745,0.0018938635,0.012900084],"study_design_scores_gemma":[0.0000060419566,0.000030068657,0.047226053,0.00037188007,0.00001746515,0.0003459444,0.86786455,0.00044927164,0.00060109963,0.0016241815,0.081425466,0.00003805615],"about_ca_topic_score_codex":0.023077657,"about_ca_topic_score_gemma":0.044590924,"teacher_disagreement_score":0.023077657,"about_ca_system_score_codex":0.0020798875,"about_ca_system_score_gemma":0.001310697,"threshold_uncertainty_score":0.045886695},"labels":[],"label_agreement":null}]}