{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"1775f5bf978a","filters":{"venue":"Revista Observatório"}},"results":[{"id":"W2511751092","doi":"10.20873/uft.2447-4266.2016v2n3p182","title":"GUARDA COMPARTILHADA E SIMETRIA NOS PAPÉIS DE GÊNERO: novos desafios para a igualdade de gênero","year":2016,"lang":"pt","type":"article","venue":"Revista Observatório","topic":"Social Policies and Family","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Ministère de l’Emploi et de la Solidarité Sociale (Québec)","funders":"","keywords":"Humanities; Political science; Art","authors":[{"name":"Denyse Côté","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1131469544067357,"gpt":0.3519662923333547,"spread":0.238819337926619,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00370214,0.0002401925,0.0003337214,0.001555625,0.004289218,0.004953379,0.000929508,0.0006612253,0.01250164],"category_scores_gemma":[0.01151422,0.0002032081,0.0002821207,0.001958071,0.006490572,0.002751237,0.00371848,0.0008648204,0.0004667953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005210186,"about_ca_system_score_gemma":0.005739951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.093912,"about_ca_topic_score_gemma":0.1191236,"domain_scores_codex":[0.9976732,0.001204282,0.00005879342,0.0002891519,0.0003318474,0.0004427559],"domain_scores_gemma":[0.9944994,0.001634976,0.001020032,0.0007816119,0.001196682,0.0008671716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002071396,0.0000793154,0.2493691,0.0001897533,0.00007503746,0.001373014,0.232859,0.0004475682,0.001147757,0.3393995,0.003672293,0.1711807],"study_design_scores_gemma":[0.00004190402,0.0001891602,0.2951837,0.001133889,0.0001554521,0.001856733,0.3682779,0.002194556,0.001400313,0.1304664,0.199007,0.00009295288],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8621541,0.003460042,0.007861745,0.01004491,0.000109563,0.00006270981,0.0002841722,0.00004580415,0.115977],"genre_scores_gemma":[0.9936563,0.0004831788,0.0008853405,0.0001418587,0.00001628347,0.00001487824,0.00003200507,0.00001056269,0.004759651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.093912,"threshold_uncertainty_score":0.1867307,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2541536450","doi":"10.20873/uft.2447-4266.2016v2especial2p176","title":"‘PUBLIC COMMUNICATION’ EDUCATION AND EXTENSION: civic skills to talk and act on polis","year":2016,"lang":"en","type":"article","venue":"Revista Observatório","topic":"Social Media and Politics","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":"McMaster University","funders":"","keywords":"Citizenship; Public sphere; Democracy; Extension (predicate logic); Public speaking; Sociology; Humanities; Politics; Political science; Philosophy; Law","authors":[{"name":"Heloiza Helena Matos e Nobre","is_ca":true},{"name":"Guilherme Fráguas Nobre","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06689950883632495,"gpt":0.3425423213930154,"spread":0.2756428125566904,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004545807,0.0003070561,0.0002685993,0.0009050571,0.004063245,0.006311367,0.0005619309,0.002016445,0.02554483],"category_scores_gemma":[0.008104115,0.0001692436,0.0002346485,0.0007613501,0.00747984,0.005088556,0.006891416,0.00333519,0.002518719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002198264,"about_ca_system_score_gemma":0.00508775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001518787,"about_ca_topic_score_gemma":0.00269206,"domain_scores_codex":[0.9966136,0.002294257,0.00006321498,0.0001673185,0.0002307083,0.0006309931],"domain_scores_gemma":[0.9906589,0.00493433,0.0008906546,0.0004851409,0.0005503526,0.002480701],"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":[0.0001114097,0.00213074,0.01098444,0.0007392213,0.0000118109,0.0006781868,0.1168788,0.0008780843,0.001386353,0.4432415,0.06740997,0.3555495],"study_design_scores_gemma":[0.00005572147,0.0003125723,0.02793136,0.001847806,0.00001423231,0.0004557237,0.07453495,0.001007984,0.001332778,0.1275609,0.7649009,0.00004499343],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1879632,0.005930328,0.006077357,0.1011892,0.0008137064,0.0001105607,0.00004819311,0.0001717363,0.6976957],"genre_scores_gemma":[0.9561098,0.002099577,0.00112803,0.002625255,0.0003087319,0.00006979441,0.00003226059,0.00002285316,0.03760374],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02554483,"threshold_uncertainty_score":0.08545595,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4205195778","doi":"10.20873/uft.2447-4266.2021v7n3a7en","title":"SOCIAL NETWORK ANALYSIS TECHNIQUES (SNA): an applied research method to investigate the role of the Canadian Ministry of Health in combating COVID-19","year":2021,"lang":"en","type":"article","venue":"Revista Observatório","topic":"Complex Network Analysis Techniques","field":"Physics and Astronomy","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":"Social network analysis; Government (linguistics); Christian ministry; Coronavirus disease 2019 (COVID-19); Pandemic; Public relations; Public health; Product (mathematics); Social network (sociolinguistics); Social media; Data science; Political science; Sociology; Computer science; World Wide Web; Medicine; Law","authors":[{"name":"Rita de Cássia Romeiro Paulino","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1026287909406488,"gpt":0.4215918817002157,"spread":0.3189630907595669,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01479518,0.0008906875,0.000597525,0.0144103,0.002342098,0.003821937,0.0009542888,0.0008635325,0.003433015],"category_scores_gemma":[0.03503804,0.0003606389,0.0008203929,0.01203196,0.003173939,0.003718778,0.002494908,0.001159472,0.0005502215],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003342297,"about_ca_system_score_gemma":0.005445211,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01565977,"about_ca_topic_score_gemma":0.02349897,"domain_scores_codex":[0.9873799,0.009302305,0.0004793636,0.0009849847,0.001649165,0.0002042043],"domain_scores_gemma":[0.957956,0.03301232,0.00272937,0.002600394,0.003203158,0.0004988463],"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":[0.0001377458,0.0002663514,0.06217093,0.002833453,0.0006483302,0.0005282975,0.06182287,0.008273356,0.00451669,0.3349231,0.01081923,0.5130596],"study_design_scores_gemma":[0.0001101317,0.0004501284,0.06467768,0.002390433,0.0004501992,0.00118654,0.127813,0.1432921,0.005180751,0.413655,0.2405168,0.0002772365],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06973651,0.001500392,0.8929774,0.003399777,0.0002574293,0.002289098,0.002672059,0.0005907318,0.02657664],"genre_scores_gemma":[0.2884436,0.001246019,0.7037333,0.000245796,0.00008911577,0.0027852,0.0007553531,0.00008710263,0.00261453],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9966577,"threshold_uncertainty_score":0.07824534,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4318426548","doi":"10.20873/uft.2447-4266.2019v5n2p174","title":"SOCIAL STUDIES EDUCATION AT THE ELEMENTARY LEVEL IN QUÉBEC SINCE THE PUBLICATION OF THE RAPPORT PARENT IN 1964: Foundations, Perspectives and Conceptual Framework","year":2019,"lang":"en","type":"article","venue":"Revista Observatório","topic":"Poverty, Education, and Child Welfare","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; Université de Montréal; Université de Sherbrooke","funders":"","keywords":"Conceptual framework; Sociology; Mathematics education; Pedagogy; Psychology; Social science","authors":[{"name":"Anderson Araújo‐Oliveira","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0851581537260776,"gpt":0.3562317990164727,"spread":0.2710736452903951,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005552652,0.0002261972,0.0002960085,0.00362691,0.01038718,0.00690094,0.001204894,0.001232382,0.004855436],"category_scores_gemma":[0.01307699,0.0001924703,0.0001508177,0.005892113,0.011126,0.001654498,0.001484194,0.001861913,0.0001583856],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1429649,"about_ca_system_score_gemma":0.1434004,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9873137,"about_ca_topic_score_gemma":0.9868842,"domain_scores_codex":[0.9970571,0.0008133408,0.00008173972,0.0002516944,0.001143869,0.0006522734],"domain_scores_gemma":[0.9724578,0.01294705,0.001975924,0.0006652212,0.009892441,0.002061549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001240925,0.00009976322,0.05219109,0.0007981062,0.00003803545,0.001987991,0.5736542,0.001115502,0.001286475,0.1686187,0.0458998,0.1541861],"study_design_scores_gemma":[0.00001060845,0.00006482648,0.1775809,0.001770565,0.00003143252,0.0002742303,0.2968443,0.000615235,0.0009106212,0.003851937,0.5179571,0.0000883133],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7098876,0.02932781,0.002649838,0.09496898,0.0006618059,0.0001896347,0.001493033,0.0001232067,0.1606981],"genre_scores_gemma":[0.9790115,0.004844685,0.0005077848,0.001164496,0.00006502871,0.00003007627,0.0001284799,0.0000172948,0.01423072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8570351,"threshold_uncertainty_score":0.9940392,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}