{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":18,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":18,"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":"c484b2ed4c40","filters":{"venue":"Saúde e Sociedade"}},"results":[{"id":"W2069199301","doi":"10.1590/s0104-12902008000300012","title":"Fatores de risco para violência contra a mulher no contexto doméstico e coletivo","year":2008,"lang":"pt","type":"article","venue":"Saúde e Sociedade","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Domestic violence; Sociology; Poison control; Medicine; Environmental health; Suicide prevention","authors":[{"name":"Luiza Jane Eyre de Souza Vieira","is_ca":false},{"name":"Augediva Maria Jucá Pordeus","is_ca":false},{"name":"Renata Carneiro Ferreira","is_ca":false},{"name":"Deborah Pedrosa Moreira","is_ca":false},{"name":"Potívea Bezerra Maia","is_ca":false},{"name":"Kátia Costa Saviolli","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08506937641542789,"gpt":0.3769252511968869,"spread":0.291855874781459,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001328114,0.0006629486,0.0009291779,0.000100597,0.002383848,0.00021706,0.001031726,0.000810943,0.002220132],"category_scores_gemma":[0.0006847871,0.0006745975,0.0006337712,0.0006319231,0.002588125,0.0003905687,0.0001851448,0.0009341529,0.004702573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005941431,"about_ca_system_score_gemma":0.001276908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003469693,"about_ca_topic_score_gemma":0.0001678745,"domain_scores_codex":[0.9941564,0.0008755457,0.0008191685,0.0009360971,0.00114064,0.002072173],"domain_scores_gemma":[0.9971626,0.0006815123,0.0003929432,0.0005722051,0.0004804454,0.000710282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001060823,0.001917299,0.1122393,0.0003521288,0.001155784,0.0009421795,0.2317454,0.0001366482,0.01908548,0.04942719,0.5794522,0.002485654],"study_design_scores_gemma":[0.007260774,0.0008712173,0.5155656,0.001099887,0.0007412339,0.00008515797,0.05946368,0.003690004,0.002914268,0.002125615,0.4020642,0.004118374],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5825813,0.006968644,0.003322295,0.001260927,0.004497254,0.002513477,0.0004806012,0.0006868057,0.3976887],"genre_scores_gemma":[0.9717022,0.002498174,0.0003431362,0.003382081,0.001497048,0.0001144959,0.00001714194,0.00008160223,0.02036409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4033263,"threshold_uncertainty_score":0.9995705,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1998218045","doi":"10.1590/s0104-12902013000100017","title":"Integração ensino, pesquisa e serviços em saúde: antecedentes, estratégias e iniciativas","year":2013,"lang":"pt","type":"article","venue":"Saúde e Sociedade","topic":"Global Health and Surgery","field":"Medicine","cited_by":23,"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":"Humanities; Philosophy","authors":[{"name":"Ana Ecilda Lima Ellery","is_ca":false},{"name":"Maria Lúcia Magalhães Bosi","is_ca":false},{"name":"Francisco Antônio Loiola","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02625622515093188,"gpt":0.3036855355471615,"spread":0.2774293103962296,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001297926,0.001131435,0.001790564,0.0003154656,0.0006115316,0.0002797824,0.0006603275,0.001280523,0.007662185],"category_scores_gemma":[0.001220789,0.001040866,0.0009423975,0.001269866,0.0003662628,0.0004934525,0.0003252923,0.002476215,0.0147693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009194234,"about_ca_system_score_gemma":0.002037995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002412246,"about_ca_topic_score_gemma":0.0002434867,"domain_scores_codex":[0.9916644,0.0005281717,0.001870248,0.001305845,0.001439855,0.003191464],"domain_scores_gemma":[0.9942672,0.0008018526,0.0006531986,0.001355653,0.0008199505,0.002102111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000340691,0.001353658,0.0989146,0.002051476,0.0007032285,0.0004385226,0.008972569,0.000004235049,0.001977416,0.00162253,0.8263711,0.05724997],"study_design_scores_gemma":[0.01174264,0.002328233,0.7092803,0.006827997,0.001473816,0.0007843094,0.08735369,0.004650211,0.003042214,0.00306795,0.1649468,0.004501947],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9191887,0.01194813,0.0001946016,0.01381515,0.006992241,0.003198112,0.0002313703,0.0006060794,0.04382563],"genre_scores_gemma":[0.9628189,0.001425593,0.0004145727,0.01409706,0.002227855,0.0001094134,0.0002575814,0.0001732272,0.01847577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6614243,"threshold_uncertainty_score":0.9998251,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1482797281","doi":"10.1590/s0104-12902015s01014","title":"Evidence on equity, governance and financing after health care reform in Mexico: lessons for Latin American countries","year":2015,"lang":"en","type":"article","venue":"Saúde e Sociedade","topic":"Healthcare Systems and Reforms","field":"Economics, Econometrics and Finance","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"International Development Research Centre","keywords":"Equity (law); Corporate governance; Health care; Accountability; Public economics; Health equity; Social determinants of health; Politics; Democratization; Political science; Health policy; Public administration; Latin Americans; Business; Democracy; Finance; Economic growth; Economics","authors":[{"name":"Armando Arredondo","is_ca":false},{"name":"Emanuel Orozco","is_ca":false},{"name":"Raúl Recio Avilés","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1271478697673264,"gpt":0.3546364570074206,"spread":0.2274885872400942,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001140475,0.0001749604,0.0005540375,0.00007354112,0.000136499,0.00006773085,0.0001613227,0.0001369589,0.000005376269],"category_scores_gemma":[0.0001897519,0.0001561723,0.00007816087,0.000210634,0.0001186231,0.0002244606,0.0001029246,0.0002773644,0.00003358427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002120488,"about_ca_system_score_gemma":0.0002811403,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01566227,"about_ca_topic_score_gemma":0.00606614,"domain_scores_codex":[0.9982795,0.00002116564,0.0006145384,0.0004416942,0.00009216318,0.0005509778],"domain_scores_gemma":[0.9989784,0.00004892257,0.0004631374,0.000268076,0.00005202504,0.0001893886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003292563,0.00009149777,0.48475,0.001836334,0.00004593695,0.00001216038,0.05116479,0.0000694578,0.000002207605,0.3495908,0.003050878,0.1090567],"study_design_scores_gemma":[0.001313212,0.001003901,0.8796964,0.001113807,0.000002090272,0.000003406598,0.008688259,0.0002395827,0.00003007206,0.007837532,0.09948451,0.0005871732],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8706003,0.0462495,0.0007084938,0.06989545,0.001015989,0.001459366,0.001086647,0.00007829086,0.008905913],"genre_scores_gemma":[0.9942106,0.001874925,0.000566941,0.002590035,0.0001519885,0.0001385197,0.000007824806,0.00002837462,0.0004307638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3949465,"threshold_uncertainty_score":0.9908925,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2549631748","doi":"10.1590/s0104-12902016153412","title":"Benefícios para alguns, prejuízos para muitos: razões e implicações da adoção da dupla porta de entrada em hospitais universitários","year":2016,"lang":"pt","type":"article","venue":"Saúde e Sociedade","topic":"Health, Nursing, Elderly Care","field":"Health Professions","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 de Montréal","funders":"","keywords":"Political science; Humanities; Philosophy","authors":[{"name":"Hudson Silva","is_ca":true},{"name":"Maiara Cristina Luiz Caxias","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05807482206951131,"gpt":0.375040067863966,"spread":0.3169652457944547,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.002044813,0.00162032,0.001921047,0.0004256289,0.003578272,0.000216135,0.00211846,0.003176693,0.004028573],"category_scores_gemma":[0.000768211,0.001468636,0.0009572302,0.001079458,0.0007248518,0.001095872,0.0006555024,0.003574946,0.002137368],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.003998294,"about_ca_system_score_gemma":0.006422169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001630614,"about_ca_topic_score_gemma":0.001271286,"domain_scores_codex":[0.9853001,0.002679702,0.002362828,0.002496422,0.001623123,0.005537849],"domain_scores_gemma":[0.9894167,0.002835826,0.001800939,0.002817646,0.0005507488,0.002578122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0007727306,0.001382753,0.1494361,0.003675136,0.00136278,0.0007168438,0.2142627,0.00001361666,0.008463743,0.006870209,0.4893903,0.123653],"study_design_scores_gemma":[0.01451961,0.002473369,0.4454908,0.01025078,0.001655142,0.0001340304,0.2247911,0.0002573322,0.002151354,0.003362029,0.2897058,0.005208609],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9114445,0.006264258,0.001933396,0.0625191,0.00585847,0.005811176,0.002681392,0.001072119,0.002415616],"genre_scores_gemma":[0.9738215,0.003499425,0.0008944341,0.006130075,0.002162086,0.0002479505,0.0002444516,0.000444302,0.01255579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2960547,"threshold_uncertainty_score":0.9998252,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2103797505","doi":"10.1590/s0104-12902012000300015","title":"Viver o estado terminal de um familiar: leitura salutogénica de resultados de um estudo de caso","year":2012,"lang":"pt","type":"article","venue":"Saúde e Sociedade","topic":"Health, psychology, and well-being","field":"Health Professions","cited_by":5,"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; Family business; Psychology; Art; Marketing; Business","authors":[{"name":"Clara Costa Oliveira","is_ca":false},{"name":"Ana Luí­sa Costa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05232033178409963,"gpt":0.4191318299308988,"spread":0.3668114981467992,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.009813628,0.0009777279,0.001209246,0.0002826697,0.003315513,0.00009324189,0.001142612,0.003205524,0.0007197075],"category_scores_gemma":[0.001639275,0.001030338,0.0005900863,0.0006819494,0.0006998922,0.000500676,0.0004389021,0.006481383,0.001877672],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003727603,"about_ca_system_score_gemma":0.006316869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003219558,"about_ca_topic_score_gemma":0.0003355199,"domain_scores_codex":[0.9836815,0.005525583,0.001777668,0.001185179,0.0007125625,0.007117521],"domain_scores_gemma":[0.9919947,0.00269863,0.0008097404,0.001469857,0.0001997158,0.002827345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006464722,0.001510301,0.4375876,0.00229637,0.0003874965,0.0004497566,0.2566761,0.00003382663,0.005309654,0.003892714,0.2467653,0.04444439],"study_design_scores_gemma":[0.00429721,0.0004349306,0.6916044,0.001275184,0.0005537965,0.0004107431,0.0367418,0.001004112,0.0002917012,0.002417523,0.2595052,0.001463417],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9321659,0.003695028,0.003423147,0.02029179,0.006076797,0.002196905,0.0002490365,0.0005429238,0.03135848],"genre_scores_gemma":[0.9384711,0.003950188,0.006810053,0.02992707,0.005980052,0.0002238522,0.00005629782,0.0002955857,0.01428581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2540168,"threshold_uncertainty_score":0.9993164,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3158810034","doi":"10.1590/s0104-12902021181188","title":"O comum e os desdobramentos na economia solidária a partir do saneamento ecológico","year":2021,"lang":"pt","type":"article","venue":"Saúde e Sociedade","topic":"Social and Economic Solidarity","field":"Social Sciences","cited_by":4,"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":"Gustavo Machado","is_ca":false},{"name":"Tânia Maria de Freitas Barros Maciel","is_ca":false},{"name":"Michel Jean Marie Thiollent","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04983980615156881,"gpt":0.3161516835597916,"spread":0.2663118774082228,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001722227,0.0007003153,0.001189036,0.00008498259,0.002522733,0.001435508,0.0009504581,0.00102648,0.02159005],"category_scores_gemma":[0.0004313892,0.0008577209,0.001016212,0.0006944222,0.001081945,0.0007616412,0.0005643842,0.0009184183,0.0041879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001728759,"about_ca_system_score_gemma":0.002022462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001085674,"about_ca_topic_score_gemma":0.001992469,"domain_scores_codex":[0.9937894,0.0009540312,0.00116366,0.001432422,0.0005688574,0.002091601],"domain_scores_gemma":[0.9967902,0.000598294,0.0006275706,0.0008215369,0.0002079249,0.0009545291],"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":[0.0001651335,0.002002178,0.07583303,0.0003170825,0.002125494,0.0002044979,0.2880981,0.0001006299,0.0007859569,0.02974349,0.5845829,0.0160415],"study_design_scores_gemma":[0.004212268,0.0002489714,0.01688977,0.0002302522,0.0007961743,0.00002208706,0.3536603,0.001419544,0.002930031,0.04414296,0.5722292,0.003218426],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7985583,0.002542126,0.00004116555,0.02064336,0.00786911,0.001138401,0.000328046,0.0003399441,0.1685396],"genre_scores_gemma":[0.9511309,0.00111581,0.0001495195,0.003215077,0.002907148,0.0001329145,0.00007581033,0.00009301517,0.04117979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1525726,"threshold_uncertainty_score":0.9996011,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2884759959","doi":"10.1590/s0104-12902018170494","title":"Associação político-partidária e influência da estrutura de incentivos na adesão dos municípios às políticas de saúde: evidências do Projeto Mais Médicos para o Brasil","year":2018,"lang":"pt","type":"article","venue":"Saúde e Sociedade","topic":"Public Policy and Administration Research","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","funders":"","keywords":"Political science; Humanities; Philosophy","authors":[{"name":"Hudson Silva","is_ca":true},{"name":"Priscila Martins Baia","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09708115498007419,"gpt":0.4317458010473819,"spread":0.3346646460673077,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.007467811,0.001083519,0.00115909,0.0004383198,0.004148348,0.002680346,0.003121857,0.001847979,0.004140262],"category_scores_gemma":[0.00682664,0.001154023,0.0008639197,0.003110768,0.003535602,0.001631416,0.0008504306,0.002432632,0.001691808],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003220557,"about_ca_system_score_gemma":0.01255286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003743498,"about_ca_topic_score_gemma":0.001727925,"domain_scores_codex":[0.985359,0.003329467,0.001663051,0.001635183,0.003050784,0.004962505],"domain_scores_gemma":[0.9927394,0.001492779,0.001045961,0.001440072,0.0008554358,0.002426348],"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":[0.001041746,0.004427423,0.1431116,0.0008996845,0.002818391,0.0005091339,0.2671619,0.00001282834,0.02202629,0.2550336,0.2662781,0.03667925],"study_design_scores_gemma":[0.00989207,0.002995565,0.2133174,0.001962219,0.001330845,0.0002183643,0.1287056,0.006216714,0.01813044,0.04125364,0.5687121,0.007265042],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8702157,0.001293267,0.0004451238,0.03930764,0.001559537,0.003357735,0.00110281,0.0007512179,0.08196702],"genre_scores_gemma":[0.9724037,0.0004588461,0.0005618534,0.004859176,0.004077806,0.0002731548,0.00007608908,0.0001535838,0.0171358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.302434,"threshold_uncertainty_score":0.9998688,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285259178","doi":"10.1590/s0104-12902022220045pt","title":"Multiplicidade e instabilidade ontológica nos corações não-humanos","year":2022,"lang":"pt","type":"article","venue":"Saúde e Sociedade","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Philosophy; Humanities","authors":[{"name":"Marisol Marini","is_ca":true},{"name":"Marko Monteiro","is_ca":false},{"name":"Jenny Slatman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03086782191161418,"gpt":0.3011594971562059,"spread":0.2702916752445917,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001559682,0.0006531631,0.000996299,0.0002918103,0.001948155,0.0001132871,0.0006943773,0.0008708871,0.01059702],"category_scores_gemma":[0.0002810687,0.0006241154,0.000731496,0.001091224,0.001720465,0.0001397643,0.0008843296,0.003657307,0.0003417722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001054376,"about_ca_system_score_gemma":0.001225515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003097237,"about_ca_topic_score_gemma":0.00007958181,"domain_scores_codex":[0.9934116,0.0006200004,0.001188627,0.001164697,0.002375504,0.001239554],"domain_scores_gemma":[0.9969688,0.0005015132,0.0005441036,0.001019228,0.0002037203,0.0007626563],"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":[0.003415146,0.01504289,0.03106643,0.005301556,0.004370833,0.001328532,0.1859788,0.001587115,0.1786348,0.09355925,0.2802064,0.1995082],"study_design_scores_gemma":[0.013436,0.003049372,0.1103575,0.0005421758,0.001278124,0.0002003905,0.04287992,0.01978815,0.002265116,0.003892159,0.8001084,0.002202651],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7235627,0.02419527,0.001536239,0.1765704,0.01552308,0.007796367,0.001965337,0.001414773,0.04743588],"genre_scores_gemma":[0.9733019,0.0002726802,0.0002648596,0.005237361,0.001451739,0.0002027809,0.0005384997,0.0001447413,0.01858538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5199021,"threshold_uncertainty_score":0.999621,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2121883026","doi":"10.1590/s0104-12902005000300009","title":"Cidade saudável: relato de experiência na coleta e disseminação de informação sobre determinantes de saúde","year":2005,"lang":"pt","type":"article","venue":"Saúde e Sociedade","topic":"Health, Nursing, Elderly Care","field":"Health Professions","cited_by":4,"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; Philosophy","authors":[{"name":"Davi Rumel","is_ca":false},{"name":"Maristela Chitto Sisson","is_ca":false},{"name":"Zuleica Maria Patrício","is_ca":false},{"name":"Cláudia Roberta de Castro Moreno","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0340977342506345,"gpt":0.3913474249785103,"spread":0.3572496907278758,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.004644188,0.001577562,0.001822092,0.0005199717,0.004293357,0.0002604573,0.001811564,0.004452678,0.002311228],"category_scores_gemma":[0.002481332,0.00177535,0.0009678071,0.001262699,0.0007232938,0.001142044,0.0006177985,0.007082609,0.001760446],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.009982692,"about_ca_system_score_gemma":0.01119522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007767063,"about_ca_topic_score_gemma":0.0009745609,"domain_scores_codex":[0.9844465,0.0025457,0.002960694,0.001536906,0.001380994,0.007129201],"domain_scores_gemma":[0.990405,0.002372621,0.001573201,0.002095865,0.0004142715,0.003139097],"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":[0.0004971615,0.0008006918,0.06337191,0.003900764,0.0002891884,0.0002908281,0.4692198,0.0001018732,0.00808499,0.001683768,0.3183356,0.1334235],"study_design_scores_gemma":[0.008278122,0.001481565,0.1307171,0.01252888,0.001033433,0.0007606479,0.2864521,0.01414224,0.009791308,0.001296495,0.528335,0.005183074],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9070377,0.008923207,0.004981681,0.03534187,0.004124385,0.004819331,0.0008518187,0.001586989,0.03233298],"genre_scores_gemma":[0.9402749,0.002782841,0.008752102,0.02025543,0.003042508,0.0005824422,0.0001570342,0.0005867776,0.02356596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2099995,"threshold_uncertainty_score":0.9996973,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4382141585","doi":"10.1590/s0104-12902023220528en","title":"“We are invisible to society”: impacts of working conditions on food delivery workers’ health and quality of life during the COVID-19 pandemic","year":2023,"lang":"en","type":"article","venue":"Saúde e Sociedade","topic":"Digital Economy and Work Transformation","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":"Toronto Metropolitan University","funders":"","keywords":"Pandemic; Unemployment; Business; Work (physics); Quality of life (healthcare); Curitiba; Coronavirus disease 2019 (COVID-19); Environmental health; Economic growth; Medicine; Economics; Nursing; Engineering","authors":[{"name":"Vanessa Daufenback","is_ca":false},{"name":"Cláudia Maria Bógus","is_ca":false},{"name":"Cecília Rocha","is_ca":true},{"name":"Esther Amorim Ribeiro","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1503762938101699,"gpt":0.3642540747021971,"spread":0.2138777808920272,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001373319,0.00009098576,0.0002255046,0.00005928149,0.000750671,0.00005414008,0.0001565419,0.00008721301,0.00001692039],"category_scores_gemma":[0.0003373403,0.00008059931,0.0001419647,0.0006736902,0.0002789772,0.0002178381,0.00003875136,0.0001441131,0.000008544242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002031037,"about_ca_system_score_gemma":0.0005555375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005179406,"about_ca_topic_score_gemma":0.001740529,"domain_scores_codex":[0.9987225,0.0001788107,0.000369878,0.0001543078,0.0002611381,0.0003133842],"domain_scores_gemma":[0.9986045,0.0006577704,0.0002626268,0.0001227484,0.00003008584,0.0003222435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009797928,0.00007873413,0.6611697,0.0006339998,0.0001790954,2.143261e-7,0.3072276,0.00118764,0.0001003044,0.01904343,0.007486204,0.002795103],"study_design_scores_gemma":[0.001696879,0.0002893095,0.3665986,0.0007033311,0.00002282482,5.774728e-7,0.5984349,0.0000261943,0.0001148911,0.01002128,0.02164019,0.000450976],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824842,0.0002802488,0.00003903307,0.01445089,0.00007544994,0.0003559659,0.00008957304,0.00008571245,0.00213895],"genre_scores_gemma":[0.9959031,0.0009477913,0.00002381814,0.002926683,0.00006155216,0.00001666807,0.00001352404,0.000007344393,0.00009956578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2945711,"threshold_uncertainty_score":0.577363,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2084659845","doi":"10.1590/s0104-12902011000300014","title":"Avaliação econômica da rubéola e de estratégia de controle em situação de surto em Fortaleza (Ceará), Brasil","year":2011,"lang":"pt","type":"article","venue":"Saúde e Sociedade","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":2,"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; Art; Physics; Medicine; Political science","authors":[{"name":"Daniel Marques Mota","is_ca":false},{"name":"Henrique de Barros Moreira Beltrão","is_ca":false},{"name":"Tatiana M. Lanzieri","is_ca":false},{"name":"Lúcia Costa Vieira","is_ca":false},{"name":"Márcio Machado","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04804948425117366,"gpt":0.3211831170689192,"spread":0.2731336328177455,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005082543,0.0007177391,0.001264862,0.0001615645,0.0005656713,0.0000661035,0.0005956553,0.001694132,0.003775908],"category_scores_gemma":[0.00118321,0.0007584298,0.0009520403,0.0002660913,0.000345638,0.0002887856,0.0001343816,0.001893513,0.0009811007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006570616,"about_ca_system_score_gemma":0.001388063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004085619,"about_ca_topic_score_gemma":0.0008508119,"domain_scores_codex":[0.9936963,0.001680674,0.001180872,0.0008940878,0.0003291306,0.002218928],"domain_scores_gemma":[0.9967945,0.0007376056,0.0006077362,0.0009105146,0.0001578747,0.0007917566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003549653,0.001857146,0.7079005,0.001225762,0.003575178,0.0009138414,0.1023533,0.00003483691,0.03713939,0.01042131,0.1169051,0.01412394],"study_design_scores_gemma":[0.008598258,0.001997017,0.9025862,0.001003305,0.003661662,0.000772198,0.03201908,0.004243117,0.01364093,0.02628979,0.003366821,0.00182161],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97381,0.003309388,0.007431693,0.000714592,0.001265687,0.0009608258,0.0001918879,0.0002659317,0.01205003],"genre_scores_gemma":[0.977411,0.0004484906,0.003414058,0.004618477,0.001068206,0.00008264644,0.0001809048,0.0001358487,0.01264034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1946857,"threshold_uncertainty_score":0.9997967,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313137790","doi":"10.1590/s0104-12902022190903pt","title":"Participação e transdisciplinaridade em Ecosaúde: a perspectiva da análise de redes sociais","year":2022,"lang":"pt","type":"article","venue":"Saúde e Sociedade","topic":"Environmental Education and Sustainability","field":"Environmental Science","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":"Humanities; Political science; Sociology; Philosophy","authors":[{"name":"Frédéric Mertens","is_ca":false},{"name":"Renata Távora","is_ca":false},{"name":"Alain Santandreu","is_ca":false},{"name":"Anita Luján","is_ca":false},{"name":"R. Arroyo","is_ca":false},{"name":"Johanne Saint-Charles","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0213910401732025,"gpt":0.2970851702493598,"spread":0.2756941300761573,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001647536,0.0005731924,0.0005138104,0.00008398901,0.003151646,0.0002276791,0.001012559,0.0002419957,0.06732082],"category_scores_gemma":[0.0001372614,0.0006768652,0.0006158077,0.0008194338,0.0009899206,0.0003845473,0.001044395,0.001420325,0.0004967431],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008298452,"about_ca_system_score_gemma":0.0004162027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004674974,"about_ca_topic_score_gemma":0.000189469,"domain_scores_codex":[0.994174,0.0009994195,0.0006749565,0.001318983,0.001206271,0.001626356],"domain_scores_gemma":[0.9979303,0.0001805728,0.0002729576,0.0009131031,0.00001389858,0.0006892082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003982948,0.006120272,0.157782,0.0002135878,0.0002813789,0.0001226858,0.7397205,0.01079757,0.008231839,0.00138055,0.05766683,0.01728449],"study_design_scores_gemma":[0.001253921,0.0005384277,0.5688588,0.00001502661,0.0002074186,0.00004098567,0.3834799,0.002016495,0.0007224872,0.006137684,0.03564795,0.001080881],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9735715,0.0008033102,0.0001348466,0.0157856,0.0006428214,0.0009891673,0.0002908797,0.0001480211,0.007633884],"genre_scores_gemma":[0.9828477,0.0001320824,0.0002397061,0.001688306,0.0001866703,0.0004413784,0.00005322377,0.00009545252,0.01431546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4110768,"threshold_uncertainty_score":0.9995683,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2132800521","doi":"10.1590/s0104-12902011000300011","title":"La inclusión de la perspectiva de la sociedad civil popular en VIH/SIDA: sistematización de experiencias como enfermera en Brasil y Canadá","year":2011,"lang":"es","type":"article","venue":"Saúde e Sociedade","topic":"Community Health and Development","field":"Health Professions","cited_by":1,"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; Human immunodeficiency virus (HIV); Political science; Medicine; Art; Family medicine","authors":[{"name":"Hélène Laperrière","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03877074845621527,"gpt":0.4030332586715179,"spread":0.3642625102153026,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0114662,0.0008906067,0.001226149,0.0003095218,0.004158829,0.0001653292,0.001486846,0.002609356,0.002140447],"category_scores_gemma":[0.003264624,0.0009498466,0.0005008392,0.0006744203,0.0009337815,0.0002796364,0.001435918,0.005549015,0.0002121424],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.00863568,"about_ca_system_score_gemma":0.01552328,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05220721,"about_ca_topic_score_gemma":0.006203652,"domain_scores_codex":[0.9746146,0.01949657,0.001403486,0.000795696,0.0008822424,0.002807365],"domain_scores_gemma":[0.9890248,0.007133112,0.0006589688,0.001223738,0.0002553271,0.001704094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001367584,0.0008247875,0.1656293,0.002853818,0.0002819497,0.0002390807,0.7576308,0.000004369457,0.0008120462,0.04505521,0.02441014,0.002121798],"study_design_scores_gemma":[0.002720338,0.0001842185,0.4991652,0.002135763,0.000220854,0.0001745537,0.3598602,0.0001741698,0.0004450959,0.01169852,0.1218747,0.001346305],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8587448,0.003206218,0.0005079868,0.004829133,0.0005873648,0.001639509,0.0001316104,0.0004167748,0.1299366],"genre_scores_gemma":[0.9811713,0.002776803,0.006312775,0.006298262,0.0006808733,0.0005272888,0.00004345701,0.0002160402,0.001973263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3977705,"threshold_uncertainty_score":0.9992952,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387884552","doi":"10.1590/s0104-12902023220289pt","title":"Sociobiodiversidade na Alimentação Escolar: os desafios e as potencialidades de um campo em construção no município de Mostardas-RS","year":2023,"lang":"pt","type":"article","venue":"Saúde e Sociedade","topic":"Rural Development and Agriculture","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"Political science; Humanities; Philosophy","authors":[{"name":"Vanessa Magnus Hendler","is_ca":true},{"name":"Eliziane Nicolodi Francescato Ruiz","is_ca":true},{"name":"Luciana Dias de Oliveira","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01199743204783305,"gpt":0.2383854072480222,"spread":0.2263879752001892,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001051167,0.000919888,0.0006840227,0.0001278625,0.001851461,0.000577748,0.001433081,0.000960995,0.01084386],"category_scores_gemma":[0.0001646455,0.0008578784,0.0006309296,0.001318065,0.0007990912,0.0007036969,0.001154837,0.001197956,0.02524371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002548334,"about_ca_system_score_gemma":0.0005150068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008656629,"about_ca_topic_score_gemma":0.0001164661,"domain_scores_codex":[0.9939457,0.0004366433,0.0007219005,0.001159045,0.00129182,0.002444929],"domain_scores_gemma":[0.9979213,0.0002182889,0.0003840339,0.0005448502,0.00006017895,0.0008713347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001441435,0.0003925681,0.1491362,0.0001968134,0.0007594629,0.0006439647,0.05716266,0.0004768719,0.200702,0.0003065875,0.5804842,0.009594596],"study_design_scores_gemma":[0.0063396,0.000762917,0.5478543,0.0009206739,0.001162217,0.0003147311,0.2024333,0.002663764,0.1055912,0.003715084,0.121971,0.0062712],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841055,0.0004102504,0.00004427781,0.004345624,0.001015607,0.001165106,0.0004652429,0.0005415361,0.007906898],"genre_scores_gemma":[0.9514089,0.001402519,0.001959867,0.004020799,0.0004313284,0.00008583203,0.0004121698,0.00009907695,0.04017956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4585131,"threshold_uncertainty_score":0.999448,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2979196899","doi":"10.1590/s0104-12902019190060","title":"Governance na saúde: os desafios da operacionalização","year":2019,"lang":"pt","type":"article","venue":"Saúde e Sociedade","topic":"Business and Management Studies","field":"Decision 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":"Impact","funders":"","keywords":"Humanities; Political science; Corporate governance; Philosophy; Management; Economics","authors":[{"name":"Pedro Carrapato","is_ca":false},{"name":"Pedro Miguel Alves Ribeiro Correia","is_ca":false},{"name":"Bruno Garcia","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07261195677749609,"gpt":0.3486358533250336,"spread":0.2760238965475375,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001830614,0.0006568748,0.0009879915,0.0001371538,0.0007983757,0.001113167,0.001976722,0.0003105454,0.01255989],"category_scores_gemma":[0.0007071804,0.0005462606,0.0005639749,0.001568422,0.0003861669,0.001534072,0.001622105,0.00052251,0.01376932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000239255,"about_ca_system_score_gemma":0.0002446925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000124855,"about_ca_topic_score_gemma":0.00001302547,"domain_scores_codex":[0.9932963,0.0002406037,0.0010613,0.001550747,0.002752379,0.001098715],"domain_scores_gemma":[0.9964642,0.0007198933,0.000683423,0.001442179,0.0004858258,0.0002044994],"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":[0.0002157153,0.0007633772,0.0591753,0.0004614113,0.0008947632,0.00009258104,0.00543902,0.0009589345,0.0009149152,0.1352613,0.6166548,0.1791678],"study_design_scores_gemma":[0.002440485,0.0001666932,0.08191695,0.0003993256,0.0001797452,0.000009065145,0.004834672,0.008615878,0.0001732525,0.003685877,0.8961875,0.001390532],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3399037,0.04003445,0.04594655,0.08869128,0.03878365,0.007726138,0.001301664,0.0008676852,0.4367449],"genre_scores_gemma":[0.7866614,0.001440045,0.0002659088,0.003399678,0.00021275,0.00004319249,0.00001375717,0.00005688844,0.2079063],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4467578,"threshold_uncertainty_score":0.9999238,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285198842","doi":"10.1590/s0104-12902022220045en","title":"Multiplicity and ontological instability in nonhuman hearts","year":2022,"lang":"en","type":"article","venue":"Saúde e Sociedade","topic":"Neuroethics, Human Enhancement, Biomedical Innovations","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","keywords":"Materiality (auditing); Semiotics; Scope (computer science); Epistemology; Ethnography; Engineering ethics; Sociology; Cognitive science; Knowledge management; Computer science; Engineering; Psychology; Aesthetics; Anthropology; Philosophy","authors":[{"name":"Marisol Marini","is_ca":true},{"name":"Marko Monteiro","is_ca":false},{"name":"Jenny Slatman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0958123002340698,"gpt":0.335615950242253,"spread":0.2398036500081832,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006505765,0.0001308589,0.0001848537,0.00009290635,0.000619978,0.00003400394,0.0002706492,0.00006755209,0.0007563024],"category_scores_gemma":[0.00116566,0.0001350136,0.0000452367,0.0005560957,0.0007491742,0.000107882,0.0005195544,0.0009862971,0.00001384435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001804969,"about_ca_system_score_gemma":0.00005870006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005740683,"about_ca_topic_score_gemma":0.00007299793,"domain_scores_codex":[0.997835,0.0003965655,0.0003326933,0.000602822,0.0004630264,0.000369917],"domain_scores_gemma":[0.9990308,0.0005074916,0.00008359319,0.0002732005,0.00001781468,0.00008713311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00008133306,0.001759266,0.03174331,0.00006749506,0.000006481,0.0001196619,0.005513109,0.00004748919,0.8459778,0.1072069,0.00216121,0.005315936],"study_design_scores_gemma":[0.006098292,0.001290854,0.6475378,0.00003770769,0.00002142631,0.0001098091,0.00269347,0.00460743,0.1257865,0.1071854,0.1029787,0.001652581],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912239,0.00001636991,0.00008656296,0.004555684,0.0002375848,0.0003615313,0.00003561659,0.0001032908,0.003379505],"genre_scores_gemma":[0.9932464,0.00001028323,0.0001748847,0.006069527,0.00003858573,0.0001122881,0.000003821312,0.0000112419,0.0003329337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7201912,"threshold_uncertainty_score":0.8280981,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312549230","doi":"10.1590/s0104-12902022190903en","title":"Participation and transdisciplinarity in Ecohealth: a social network analysis perspective","year":2022,"lang":"en","type":"article","venue":"Saúde e Sociedade","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; International Development Research Centre","keywords":"Transdisciplinarity; Citizen journalism; Social network analysis; Sociology; Equity (law); Perspective (graphical); Environmental planning; Geography; Political science; Social science; Social capital; Computer science","authors":[{"name":"Frédéric Mertens","is_ca":false},{"name":"Renata Távora","is_ca":false},{"name":"Alain Santandreu","is_ca":false},{"name":"Anita Luján","is_ca":false},{"name":"R. Arroyo","is_ca":false},{"name":"Johanne Saint-Charles","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01292414301169055,"gpt":0.3102706167352317,"spread":0.2973464737235412,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000543142,0.00008181651,0.0001406667,0.00003162314,0.0006684258,0.00001311457,0.00008837022,0.00003401825,0.003755126],"category_scores_gemma":[0.00001499069,0.00009320863,0.00008032093,0.0007799562,0.0002019169,0.00008883264,0.0001626205,0.0002323133,0.000008543906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001513297,"about_ca_system_score_gemma":0.00002035794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001012451,"about_ca_topic_score_gemma":0.00117419,"domain_scores_codex":[0.9987644,0.0002460893,0.0001650154,0.0003164392,0.0002290326,0.000279038],"domain_scores_gemma":[0.9997369,0.00003871334,0.00005062301,0.0001010172,0.000002360693,0.00007035277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002800916,0.0002945735,0.9272606,0.000004284524,0.00002874118,0.00000160907,0.04908012,0.02009774,0.00002702635,0.001379964,0.0004702702,0.001327081],"study_design_scores_gemma":[0.0001959623,0.0000316919,0.9646326,2.142892e-7,0.00004527918,2.308188e-7,0.02358024,0.001738688,0.000002084752,0.00869051,0.0009854222,0.00009703061],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898571,0.00004397563,0.00006945465,0.005405284,0.00004130023,0.0002125959,0.000008754737,0.00001627223,0.004345203],"genre_scores_gemma":[0.998981,0.000006329209,0.0001542276,0.0004440733,0.00002827566,0.0001158889,0.00001261471,0.000005689275,0.0002519234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03737207,"threshold_uncertainty_score":0.9971556,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4382141256","doi":"10.1590/s0104-12902023220528pt","title":"“A gente é invisível pra sociedade”: impactos das condições de trabalho na saúde e qualidade de vida em entregadores de comida na pandemia de covid-19","year":2023,"lang":"pt","type":"article","venue":"Saúde e Sociedade","topic":"Digital Economy and Work Transformation","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":"Toronto Metropolitan University","funders":"","keywords":"Political science; Humanities; Coronavirus disease 2019 (COVID-19); Philosophy; Medicine","authors":[{"name":"Vanessa Daufenback","is_ca":false},{"name":"Cláudia Maria Bógus","is_ca":false},{"name":"Cecília Rocha","is_ca":true},{"name":"Esther Amorim Ribeiro","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05076690260387282,"gpt":0.3610398699766975,"spread":0.3102729673728247,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005619802,0.001048065,0.00115781,0.0003866586,0.00280126,0.001800977,0.0016485,0.001672462,0.0008930623],"category_scores_gemma":[0.001668476,0.001183801,0.001228223,0.001903052,0.001348053,0.001893641,0.0002412877,0.0017501,0.0007241416],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004985789,"about_ca_system_score_gemma":0.007604795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002640795,"about_ca_topic_score_gemma":0.001979231,"domain_scores_codex":[0.9904488,0.001697456,0.001500215,0.001129057,0.001144736,0.004079746],"domain_scores_gemma":[0.9936714,0.002136207,0.000833659,0.0006438666,0.0001343369,0.00258055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004031926,0.0006843665,0.1066701,0.001219197,0.001411819,0.000184087,0.7077551,0.003342298,0.002249022,0.03235913,0.1232979,0.02042376],"study_design_scores_gemma":[0.01041878,0.0007475169,0.06235274,0.001024157,0.001320314,0.000179782,0.60875,0.01889756,0.00701325,0.04592226,0.2380318,0.005341792],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9423676,0.001395639,0.01035712,0.02074122,0.0008994859,0.002001413,0.00130193,0.00152327,0.01941233],"genre_scores_gemma":[0.9781265,0.001882285,0.0003041091,0.01133159,0.0008106485,0.0001949204,0.0004065956,0.0001565555,0.00678684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1147339,"threshold_uncertainty_score":0.9996236,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}