{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"a1b64e74aebc","filters":{"venue":"Psicologia em Estudo"}},"results":[{"id":"W2113985384","doi":"10.1590/s1413-73722006000300010","title":"Habilidades sociais e variáveis sociodemográficas em estudantes do ensino fundamental","year":2006,"lang":"pt","type":"article","venue":"Psicologia em Estudo","topic":"Social Skills and Education","field":"Social Sciences","cited_by":49,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; McGill University","funders":"","keywords":"Psychology; Humanities; Developmental psychology; Philosophy","authors":[{"name":"Marina Bandeira","is_ca":true},{"name":"Sandra Silva Rocha","is_ca":false},{"name":"Lucas Cordeiro Freitas","is_ca":false},{"name":"Zilda Aparecida Pereira Del Prette","is_ca":false},{"name":"Almir Del Prette","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03088485084459768,"gpt":0.3209727523225454,"spread":0.2900879014779477,"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":[0.00161283,0.0006915158,0.0008940327,0.0001564558,0.003435998,0.001236217,0.0008117848,0.0009431115,0.001654382],"category_scores_gemma":[0.0006641027,0.0007082107,0.0005857388,0.001327333,0.00112528,0.0004527641,0.0002871453,0.0006611918,0.001139547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001640132,"about_ca_system_score_gemma":0.000795086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005309433,"about_ca_topic_score_gemma":0.01020718,"domain_scores_codex":[0.9942095,0.0008482951,0.0009367888,0.00114,0.001209206,0.001656253],"domain_scores_gemma":[0.9968762,0.001313306,0.000641508,0.0004457376,0.0003987366,0.0003244608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005210005,0.003520384,0.6426209,0.00006833633,0.0002968664,0.00003205284,0.1710798,0.00001739208,0.0003171233,0.01633211,0.144467,0.02119595],"study_design_scores_gemma":[0.0007186671,0.0003806977,0.7031171,0.00006556101,0.0003175863,0.00000477177,0.2711804,0.00002521021,0.00008103844,0.009456304,0.01371224,0.0009403394],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9715188,0.002593793,0.00003500708,0.00677805,0.005022709,0.001177907,0.00006155136,0.0003866478,0.0124255],"genre_scores_gemma":[0.9862722,0.0003207283,0.0003516619,0.0007375079,0.003781592,0.0001307376,0.00005265018,0.00007727719,0.008275607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1307548,"threshold_uncertainty_score":0.9998006,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2069635589","doi":"10.1590/s1413-73722007000300007","title":"The systemic family assessment system: its validity with asthmatic children and their families","year":2007,"lang":"en","type":"article","venue":"Psicologia em Estudo","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":12,"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 Trois-Rivières","funders":"","keywords":"Individuation; Construct validity; Psychology; Concurrent validity; Developmental psychology; Construct (python library); Clinical psychology; Psychometrics; Psychotherapist","authors":[{"name":"Dóris Lieth Peçanha","is_ca":false},{"name":"Carl Lacharité","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0294474156887209,"gpt":0.298351821849704,"spread":0.2689044061609832,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00332173,0.0003897873,0.0007435404,0.00009729631,0.0004849198,0.00011686,0.0002807265,0.0001505969,0.000003411939],"category_scores_gemma":[0.000168364,0.0002131442,0.0000984589,0.0003174956,0.0002191705,0.00009455996,0.0001544716,0.0004454521,0.00002470793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003530568,"about_ca_system_score_gemma":0.0002338028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001632689,"about_ca_topic_score_gemma":0.000427986,"domain_scores_codex":[0.9972538,0.0003357793,0.000675358,0.0005129757,0.0006353105,0.0005867762],"domain_scores_gemma":[0.9974068,0.00116691,0.0003327525,0.0006602203,0.0002017212,0.000231605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007699247,0.0006987249,0.9626115,0.002242554,0.001490784,0.0001326038,0.009101497,0.00002048913,0.00209186,0.005071307,0.002706225,0.01306253],"study_design_scores_gemma":[0.001668868,0.001102526,0.9681289,0.000705307,0.0001823119,0.0006800515,0.02672966,0.00008656833,0.0002804397,0.0000240707,0.0001394645,0.0002718206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899185,0.002444472,0.001595004,0.0006775016,0.0004024442,0.001912701,0.00002063169,0.0003268895,0.00270182],"genre_scores_gemma":[0.9978914,0.0002008865,0.0006612355,0.0006970905,0.0003001828,0.00008709365,0.00001479971,0.00004438578,0.0001029273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01762816,"threshold_uncertainty_score":0.869177,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3193098175","doi":"10.4025/psicolestud.v26i0.46700","title":"INTERVENÇÕES EM PLANTÃO PSICOLÓGICO HUMANISTA-FENOMENOLÓGICO: PESQUISA EM SERVIÇO-ESCOLA","year":2021,"lang":"pt","type":"article","venue":"Psicologia em Estudo","topic":"Psychology and Mental Health","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Intertek (Canada)","funders":"","keywords":"Psychology; Humanities; Philosophy","authors":[{"name":"Fabio A. Barbosa","is_ca":true},{"name":"Karin Aparecida Casarini","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06179869701331702,"gpt":0.363717687964894,"spread":0.301918990951577,"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":[0.001946214,0.001585856,0.002229483,0.0004895132,0.001352272,0.000493577,0.001956011,0.002051917,0.01889597],"category_scores_gemma":[0.0001863635,0.001691347,0.00078982,0.001396671,0.0004811104,0.0003257464,0.001270816,0.002951116,0.01138665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009935391,"about_ca_system_score_gemma":0.0006326183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001222638,"about_ca_topic_score_gemma":0.005804565,"domain_scores_codex":[0.9878957,0.002590002,0.002330998,0.003195181,0.0008183081,0.003169867],"domain_scores_gemma":[0.9939981,0.0008654452,0.00109465,0.002632296,0.0004274998,0.0009819875],"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":[0.006495173,0.03899132,0.131398,0.003188279,0.00576184,0.01962965,0.1505555,0.00002829857,0.002579529,0.04486627,0.5156928,0.08081336],"study_design_scores_gemma":[0.01534599,0.01069679,0.6057239,0.001206924,0.001297131,0.003364985,0.1847957,0.00007069096,0.001176673,0.003663231,0.1687113,0.00394669],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9078245,0.01137904,0.0001146345,0.002182197,0.01654567,0.002053832,0.0006723336,0.0005666979,0.05866115],"genre_scores_gemma":[0.9274389,0.0005485605,0.0003614769,0.0144254,0.001310636,0.0005567422,0.0005205035,0.000232725,0.05460509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4743259,"threshold_uncertainty_score":0.9999478,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}