{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"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":"75335d0c430b","filters":{"venue":"Lumina"}},"results":[{"id":"W2913316247","doi":"10.34019/1981-4070.2018.v12.21567","title":"E quando todo poder emanar dos dados? Uma entrevista sobre datacracia com Derrick de Kerckhove","year":2018,"lang":"pt","type":"article","venue":"Lumina","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Art","authors":[{"name":"Marina Magalhães","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05010509488671864,"gpt":0.272117239755456,"spread":0.2220121448687374,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004421064,0.0004051031,0.0003761861,0.0008325962,0.01693919,0.01015922,0.0009824084,0.002399015,0.009668015],"category_scores_gemma":[0.01219631,0.0004130471,0.0002476393,0.001279732,0.02043214,0.01068646,0.004927981,0.005929161,0.001321368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008646879,"about_ca_system_score_gemma":0.005328186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05393898,"about_ca_topic_score_gemma":0.1586828,"domain_scores_codex":[0.9954556,0.003071734,0.00007991344,0.0003958525,0.0005953641,0.0004016168],"domain_scores_gemma":[0.9934373,0.004046191,0.0003787565,0.0005467678,0.0006536844,0.0009371833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007922776,0.00002413618,0.001789749,0.0001538491,0.00001229346,0.0007833217,0.4852755,0.00007248146,0.0005467372,0.3431554,0.1343721,0.03373523],"study_design_scores_gemma":[0.000006232581,0.00001211679,0.001138465,0.0002389479,0.000006918717,0.0005939043,0.1425968,0.00008050463,0.0005238859,0.01512128,0.8396544,0.00002655928],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1329395,0.02855428,0.01648079,0.3560639,0.00641036,0.00009739788,0.0004143991,0.0002270777,0.4588123],"genre_scores_gemma":[0.815955,0.01092787,0.003684172,0.01805772,0.0005368898,0.00005652935,0.000118998,0.0003352732,0.1503274],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9830608,"threshold_uncertainty_score":0.10725,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405910321","doi":"10.34019/1981-4070.2024.v18.45116","title":"Internet como suporte para uma comunidade interpretativa transnacional de jornalistas","year":2024,"lang":"pt","type":"article","venue":"Lumina","topic":"Cultural, Media, and Literary Studies","field":"Arts and Humanities","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; Art","authors":[{"name":"Natália Huf","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04939648770586053,"gpt":0.2755762149406748,"spread":0.2261797272348143,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008165647,0.0005726601,0.0005938912,0.009186009,0.007518893,0.02538428,0.001551424,0.003083969,0.02216881],"category_scores_gemma":[0.01647239,0.0004389481,0.0006065966,0.01492279,0.01018135,0.0226112,0.006719361,0.003580285,0.003854291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007936117,"about_ca_system_score_gemma":0.007604063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02460643,"about_ca_topic_score_gemma":0.03177108,"domain_scores_codex":[0.9901243,0.006043806,0.0005344623,0.001002333,0.001698857,0.0005963086],"domain_scores_gemma":[0.9804319,0.01091446,0.001452369,0.002336038,0.003872856,0.0009923753],"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":[0.0001128429,0.00006892537,0.01273124,0.001150688,0.00005547053,0.001033662,0.2271867,0.0002860154,0.001317809,0.5023293,0.06181718,0.1919101],"study_design_scores_gemma":[0.00001211285,0.00003631861,0.008571127,0.001830371,0.00003451064,0.0004486516,0.1205977,0.0004364503,0.0005011357,0.04061454,0.8268685,0.000048586],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1025402,0.03460283,0.04207755,0.1014457,0.003869613,0.0003857996,0.002724103,0.0009349347,0.7114193],"genre_scores_gemma":[0.8142315,0.02305816,0.02434902,0.01039896,0.002016613,0.0004979857,0.001696597,0.0009232959,0.122828],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02538428,"threshold_uncertainty_score":0.07416207,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3101485933","doi":"10.34019/1981-4070.2020.v14.31518","title":"O Efeito Arquivo: Imagens de Arquivo como uma Experiência de Recepção","year":2020,"lang":"pt","type":"article","venue":"Lumina","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","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 Alberta","funders":"","keywords":"Humanities; Art","authors":[{"name":"Jaimie Baron","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04992401198607457,"gpt":0.2488301313666861,"spread":0.1989061193806116,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002076487,0.0006332226,0.0003259401,0.001298144,0.004068827,0.0136298,0.0009462521,0.002537796,0.0151557],"category_scores_gemma":[0.005982252,0.0003155855,0.0004263411,0.001186026,0.01089645,0.01127222,0.00497953,0.003535105,0.00239394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00327786,"about_ca_system_score_gemma":0.001841809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00391495,"about_ca_topic_score_gemma":0.004222164,"domain_scores_codex":[0.9977344,0.001015784,0.00006112373,0.000324291,0.0006590725,0.0002052727],"domain_scores_gemma":[0.996893,0.001762066,0.0002269479,0.000363078,0.00046101,0.0002938392],"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":[0.0001388361,0.00005488202,0.001782889,0.0007743671,0.0000209407,0.0006744893,0.1674485,0.0002896533,0.007991614,0.6941485,0.02825609,0.09841933],"study_design_scores_gemma":[0.00002734989,0.0000878699,0.003199498,0.0006539241,0.0000362509,0.001743723,0.05241989,0.0006468791,0.003790535,0.07285663,0.8644676,0.00006991102],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07407101,0.01392867,0.03230909,0.01997645,0.001815052,0.00008339329,0.000249342,0.0004419101,0.8571249],"genre_scores_gemma":[0.7981746,0.006661767,0.01435872,0.003411477,0.0008565359,0.0001383825,0.0001775667,0.0005523889,0.1756684],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0151557,"threshold_uncertainty_score":0.0507009,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392148071","doi":"10.34019/1981-4070.2023.v17.38698","title":"Autenticidade, carisma e engajamento em plataformas: percepção de fatores de sucesso de influenciadores por usuários do Instagram","year":2023,"lang":"pt","type":"article","venue":"Lumina","topic":"Education and Digital Technologies","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 Toronto","funders":"","keywords":"Humanities; Political science; Art","authors":[{"name":"Laura Schemes Prodanov","is_ca":false},{"name":"Sanda Portella Montardo","is_ca":false},{"name":"Issaaf Karhawi","is_ca":false},{"name":"Adriana Amaral","is_ca":false},{"name":"Rafael Grohmann","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04457305668676697,"gpt":0.355696549108828,"spread":0.311123492422061,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001956135,0.0003851441,0.0001942357,0.001290843,0.002269721,0.003162927,0.0004029505,0.0007941565,0.004534358],"category_scores_gemma":[0.008587564,0.0002489765,0.0003733063,0.0009720848,0.005307354,0.002006749,0.002661452,0.0009933141,0.0002853963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001849894,"about_ca_system_score_gemma":0.001456539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04542348,"about_ca_topic_score_gemma":0.05730921,"domain_scores_codex":[0.9985424,0.0005816632,0.00007761451,0.000191427,0.0004244798,0.0001824172],"domain_scores_gemma":[0.993387,0.003146881,0.001451833,0.0005532398,0.0009130242,0.0005480291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001509011,0.00008949209,0.277967,0.0002752455,0.00005457421,0.001098689,0.6278543,0.0004994044,0.009817902,0.02063692,0.001156208,0.06039928],"study_design_scores_gemma":[0.00001568148,0.0002219426,0.3634303,0.0001916781,0.00008762072,0.0008824813,0.5878591,0.002042454,0.001671507,0.01042908,0.03306767,0.0001004494],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9613633,0.0002082387,0.003003754,0.0006000214,0.00002071185,0.00004077856,0.00003528588,0.00003345504,0.03469452],"genre_scores_gemma":[0.996667,0.0001558213,0.0008314936,0.00006633719,0.0000045128,0.00001526997,0.0000156361,0.000005411891,0.002238529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04542348,"threshold_uncertainty_score":0.09031814,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2899124209","doi":"10.34019/1981-4070.2018.v12.21519","title":"“A maior das dores”: O luto de mães no espaço público","year":2018,"lang":"pt","type":"article","venue":"Lumina","topic":"Psychology and Mental Health","field":"Psychology","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 Montréal","funders":"","keywords":"Humanities; Philosophy","authors":[{"name":"Aline Ferreira de Faria","is_ca":true},{"name":"K.Lee Lerner","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03112386465112834,"gpt":0.4263600099036546,"spread":0.3952361452525263,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003988581,0.0005530289,0.0004249604,0.001971274,0.01119247,0.01890307,0.0009576114,0.004204559,0.01609595],"category_scores_gemma":[0.01045416,0.0004704471,0.0005747147,0.002918422,0.0161151,0.02067709,0.009704434,0.00459671,0.00255237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005130277,"about_ca_system_score_gemma":0.004331864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009716117,"about_ca_topic_score_gemma":0.01390246,"domain_scores_codex":[0.9954329,0.002228698,0.0001324157,0.0005929232,0.0009268967,0.0006861847],"domain_scores_gemma":[0.9940103,0.002154067,0.0008267244,0.0009028673,0.001048957,0.001057148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001143153,0.00004276676,0.007732868,0.0005817608,0.00003424902,0.001237955,0.4284065,0.00008101476,0.001716039,0.4262401,0.0691511,0.06466116],"study_design_scores_gemma":[0.000008591864,0.00005769826,0.006174387,0.0005299413,0.00003184408,0.0006582838,0.2237345,0.00009938068,0.0005060163,0.01903939,0.7491176,0.00004244757],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3124827,0.03717339,0.00576146,0.2211203,0.005554633,0.00006251197,0.0002781585,0.0002853463,0.4172815],"genre_scores_gemma":[0.9241059,0.008288344,0.001017496,0.005533412,0.001290746,0.00003961871,0.00009273175,0.0001346294,0.05949711],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01890307,"threshold_uncertainty_score":0.05384636,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392144638","doi":"10.34019/1981-4070.2023.v17.39174","title":"Neoliberalismo e mercado místico: o “Despertar” mobiliza o discurso autoempreendedor","year":2023,"lang":"pt","type":"article","venue":"Lumina","topic":"Social and Economic Solidarity","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":"Universidade Federal de Juiz de Fora","keywords":"Humanities; Art","authors":[{"name":"Paula Telles de Menezes Faro","is_ca":false},{"name":"Bruna Luiza de Camillo Allegretti","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07602044831529566,"gpt":0.345879034230748,"spread":0.2698585859154524,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00217048,0.0003576223,0.0002921576,0.001059361,0.004852653,0.009441119,0.0009092739,0.002097258,0.01009171],"category_scores_gemma":[0.003032664,0.0001910682,0.0003416396,0.001147702,0.01478141,0.006208723,0.006715628,0.002975927,0.001123684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005881964,"about_ca_system_score_gemma":0.004168939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005951464,"about_ca_topic_score_gemma":0.01015578,"domain_scores_codex":[0.9982778,0.0006973505,0.0000393317,0.0001997657,0.0004787516,0.0003069283],"domain_scores_gemma":[0.9983015,0.0006508367,0.0002831571,0.0002883822,0.000235039,0.0002411128],"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":[0.00002309455,0.00002060051,0.001567979,0.00005733973,0.000004607137,0.0001513954,0.03271093,0.0001064665,0.0002467105,0.9474628,0.00431392,0.01333429],"study_design_scores_gemma":[0.00002102585,0.00005390421,0.007793672,0.0004980504,0.00002443092,0.0003755357,0.05187978,0.000833063,0.001258557,0.2879381,0.649287,0.0000369853],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1444693,0.005107289,0.007784953,0.03049757,0.000419627,0.00002632725,0.00005773358,0.00006311473,0.8115742],"genre_scores_gemma":[0.9371866,0.001991191,0.001242618,0.002209969,0.000173892,0.00002195857,0.00002760744,0.00005383415,0.05709236],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01009171,"threshold_uncertainty_score":0.04267687,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}