{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"a76bc49f6663","filters":{"venue":"Ciencias Psicológicas"}},"results":[{"id":"W2943416275","doi":"10.22235/cp.v13i1.1810","title":"Tácticas de resolución de conflictos conyugales y parentales en familias sur-brasileñas","year":2019,"lang":"es","type":"article","venue":"Ciencias Psicológicas","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Psychology; Sociology; Political science; Philosophy","authors":[{"name":"Simone Dill Azeredo Bolze","is_ca":false},{"name":"Beatriz Schmidt","is_ca":false},{"name":"Carina Nunes","is_ca":false},{"name":"Lauren Beltrão Gomes","is_ca":false},{"name":"Marc Bigras","is_ca":true},{"name":"Mauro Luı́s Vieira","is_ca":false},{"name":"Maria Aparecida Crepaldi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02679442372234032,"gpt":0.336952853882129,"spread":0.3101584301597887,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001269464,0.0003503602,0.0002954212,0.001030659,0.001521735,0.0008929694,0.0004524569,0.0003273886,0.001317247],"category_scores_gemma":[0.005942401,0.0002296148,0.0002292841,0.0009520107,0.001269135,0.0004192908,0.001249025,0.0004609026,0.00006789659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00126765,"about_ca_system_score_gemma":0.001940713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08851141,"about_ca_topic_score_gemma":0.1842976,"domain_scores_codex":[0.998677,0.0006592725,0.00009305131,0.0001410336,0.000231018,0.0001986276],"domain_scores_gemma":[0.9967641,0.001041344,0.00133838,0.0002497033,0.0003426959,0.0002638026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007774595,0.00006856209,0.9267257,0.0001376709,0.00005798393,0.0004461925,0.03344756,0.0001210773,0.0009210487,0.0006006819,0.0001842676,0.03721147],"study_design_scores_gemma":[0.000005634364,0.0001242723,0.9510613,0.0001513192,0.00004293486,0.0005537947,0.04508087,0.0001431155,0.0003041254,0.000212296,0.002306649,0.00001366153],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964908,0.0005799516,0.0001667877,0.0001176926,0.00000561772,0.00002935889,0.00006287161,0.000002715788,0.002544295],"genre_scores_gemma":[0.9987705,0.0005516357,0.0002839962,0.00002125746,0.000002652141,0.00001830199,0.00004124724,7.594948e-7,0.0003095963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08851141,"threshold_uncertainty_score":0.1759924,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387490607","doi":"10.22235/cp.v17i2.2881","title":"Adaptation and validation of the Psychologist and Counsellor Self-Efficacy Scale (PCES) among Brazilian psychologists and psychology students","year":2023,"lang":"en","type":"article","venue":"Ciencias Psicológicas","topic":"Social Representations and Identity","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; University of Toronto","keywords":"Psychology; Scale (ratio); Context (archaeology); Construct validity; Convergent validity; Confirmatory factor analysis; Applied psychology; Clinical psychology; Reliability (semiconductor); Psychometrics; Structural equation modeling; Computer science","authors":[{"name":"Suzanna Araújo Preuhs","is_ca":false},{"name":"Gabriel Teixeira Da Silva","is_ca":false},{"name":"Andressa Melina Becker da Silva","is_ca":false},{"name":"Fernanda Machado Lopes","is_ca":false},{"name":"André Luiz Monezi Andrade","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05778307100872143,"gpt":0.3951157182997372,"spread":0.3373326472910158,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007328285,0.0002468581,0.0003063473,0.001497767,0.0007413247,0.0007515359,0.0003787036,0.0002957757,0.001048592],"category_scores_gemma":[0.01970788,0.0002256602,0.0004289228,0.0009732706,0.0007994038,0.0004325317,0.001110045,0.0005503605,0.0001602037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007345732,"about_ca_system_score_gemma":0.003140848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006637534,"about_ca_topic_score_gemma":0.0181447,"domain_scores_codex":[0.9972929,0.001221392,0.0002970993,0.0002180179,0.0007705382,0.0002000719],"domain_scores_gemma":[0.9934486,0.002626754,0.0008822361,0.000676337,0.001870804,0.0004952966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000954139,0.000854595,0.8144539,0.0003075215,0.00008307043,0.000197449,0.02900706,0.0002398161,0.004129319,0.001424841,0.0009391186,0.1482679],"study_design_scores_gemma":[0.00002901794,0.0003064208,0.975718,0.0002208224,0.00005119731,0.00024845,0.01502306,0.0005543751,0.001259299,0.0004662447,0.006102377,0.00002073437],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942536,0.0001869638,0.001141764,0.0001798678,0.00002619527,0.0004498757,0.0001543688,0.00001055232,0.003596753],"genre_scores_gemma":[0.9940434,0.0003017485,0.004278008,0.00009275722,0.00001070416,0.0004617612,0.0002299968,0.000007401321,0.0005743238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007328285,"threshold_uncertainty_score":0.03875613,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385768483","doi":"10.22235/cp.v17i2.2700","title":"Escala de Desregulação Emocional Infantojuvenil (EDEIJ): evidências de validade","year":2023,"lang":"pt","type":"article","venue":"Ciencias Psicológicas","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Psychology; Humanities; Philosophy","authors":[{"name":"Makilim Nunes Baptista","is_ca":false},{"name":"Ana Paula Porto Noronha","is_ca":false},{"name":"Bruno Bonfá-Araújo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05122372638667504,"gpt":0.3347650590857561,"spread":0.2835413326990811,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04468748,0.0005132498,0.001142844,0.001744896,0.0007220464,0.002195098,0.001056581,0.0008710743,0.002649685],"category_scores_gemma":[0.1119801,0.0004374734,0.002109175,0.002081952,0.001059219,0.001542466,0.002284277,0.001506753,0.0003072494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001615713,"about_ca_system_score_gemma":0.002725571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002022755,"about_ca_topic_score_gemma":0.003536558,"domain_scores_codex":[0.969981,0.01568687,0.003807614,0.001654687,0.008355014,0.0005148168],"domain_scores_gemma":[0.9034488,0.07119754,0.01146724,0.003514927,0.009377591,0.0009938831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002893301,0.001198891,0.4887843,0.00975689,0.003933582,0.000104654,0.01028311,0.001256576,0.00142685,0.004816552,0.003272351,0.4722728],"study_design_scores_gemma":[0.0004872183,0.004417268,0.9460629,0.006766424,0.003393434,0.0003618276,0.005510628,0.003994702,0.002714776,0.004882902,0.02119069,0.0002172008],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9253507,0.02016972,0.02179251,0.002932615,0.0007005309,0.00385399,0.002517674,0.0001837838,0.02249837],"genre_scores_gemma":[0.9451717,0.00915033,0.03696702,0.001003735,0.000135293,0.004536912,0.0006660823,0.00004306167,0.002325847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04468748,"threshold_uncertainty_score":0.2363328,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404235594","doi":"10.22235/cp.v18i2.4059","title":"Impactos de la pandemia de COVID-19 sobre el bienestar y la salud mental de adultos uruguayos","year":2024,"lang":"es","type":"article","venue":"Ciencias Psicológicas","topic":"Stress and Burnout Research","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Medicine; Virology; Infectious disease (medical specialty); Outbreak","authors":[{"name":"Alejandro Anselmi","is_ca":false},{"name":"Cecilia Cracco","is_ca":false},{"name":"Andrés Estradé","is_ca":false},{"name":"Marco Solmi","is_ca":true},{"name":"Christoph U. Correll","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03725530057688997,"gpt":0.4390572334887143,"spread":0.4018019329118244,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001075598,0.0003096009,0.0004081194,0.0004266005,0.001017973,0.0009155497,0.0002809938,0.0003527649,0.001964718],"category_scores_gemma":[0.003126376,0.0002792439,0.0003761555,0.0005939308,0.000470736,0.0006012239,0.001357515,0.0005243259,0.0001806105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001052598,"about_ca_system_score_gemma":0.0009245257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1862672,"about_ca_topic_score_gemma":0.2340286,"domain_scores_codex":[0.9993122,0.000323474,0.00005621392,0.00006924805,0.00007013726,0.0001687216],"domain_scores_gemma":[0.9987204,0.0001745539,0.0004782227,0.00005564581,0.0003315033,0.0002396989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001383197,0.00008371914,0.9869213,0.00008216566,0.00005094819,0.0001097399,0.005145906,0.00002589242,0.0003728631,0.00006797547,0.0002219082,0.006779275],"study_design_scores_gemma":[0.000002319308,0.0001053709,0.9950473,0.00005481072,0.00002688233,0.00004824922,0.004140168,0.00004958366,0.00005975822,0.00001682969,0.0004453232,0.000003397342],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979033,0.0008274908,0.00003516116,0.0001529106,0.000008102638,0.00001498455,0.0001931276,0.000002072504,0.0008627554],"genre_scores_gemma":[0.9985839,0.0006608795,0.00009309537,0.00004820231,0.000006701984,0.00001978545,0.0001544426,0.000001394404,0.0004316287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1862672,"threshold_uncertainty_score":0.370366,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414011415","doi":"10.22235/cp.v19i2.4460","title":"What can we learn to increase vaccination in Latin America: Factors associated with COVID-19 vaccination","year":2025,"lang":"en","type":"article","venue":"Ciencias Psicológicas","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Canadian Institutes of Health Research; Canada Research Chairs","keywords":"Vaccination; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Latin Americans; Medicine; Political science; Outbreak; Infectious disease (medical specialty); Internal medicine","authors":[{"name":"Susana Torres","is_ca":false},{"name":"Juan Pablo Román-Calderón","is_ca":false},{"name":"Mariantonia Lemos","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04282668631806598,"gpt":0.3308670522411526,"spread":0.2880403659230867,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001269639,0.0002001567,0.0002503478,0.0005574806,0.0006960579,0.001386776,0.0003973303,0.0007901091,0.003616609],"category_scores_gemma":[0.008081004,0.0001640626,0.0005320918,0.0005670635,0.000859896,0.0009019494,0.000766161,0.001099891,0.0001971643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008622709,"about_ca_system_score_gemma":0.001630084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01753026,"about_ca_topic_score_gemma":0.01841818,"domain_scores_codex":[0.9994153,0.0002548312,0.00002867657,0.00004697782,0.00006883693,0.0001853473],"domain_scores_gemma":[0.9965063,0.001057112,0.001348152,0.0001140833,0.0002192352,0.0007550595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004780801,0.0003041493,0.9806417,0.0001319064,0.00008274857,0.0001242281,0.003082755,0.00008171124,0.0001693647,0.0003792509,0.001095919,0.01385839],"study_design_scores_gemma":[0.00001122584,0.00008736765,0.9877873,0.0002185484,0.00003910503,0.00009889097,0.00832187,0.0002006793,0.00005942352,0.0004821444,0.002684705,0.000008768112],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840188,0.001453189,0.0001111892,0.009887946,0.0000372469,0.00002829836,0.0001452134,0.00001044364,0.004307568],"genre_scores_gemma":[0.997801,0.001026197,0.0001643932,0.0005412108,0.00002589764,0.00001511047,0.00008816232,0.000003581241,0.0003345309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01753026,"threshold_uncertainty_score":0.03485644,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}