{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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":"5a1ee0d21581","filters":{"venue":"Psykologia"}},"results":[{"id":"W4406818766","doi":"10.62443/psykologia.v58i1.112900","title":"Masennusoireista toivutaan, mutta toimintakyky korjaantuu hitaammin: seurantatutkimus avohoidon masennuspotilaista","year":2025,"lang":"fi","type":"article","venue":"Psykologia","topic":"Research in Social Sciences","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":"Université de Moncton","funders":"","keywords":"Mathematics","authors":[{"name":"Henri Koivisto","is_ca":false},{"name":"Henrietta Smolander","is_ca":false},{"name":"Kirsi Honkalampi","is_ca":false},{"name":"Maarit Pakarinen","is_ca":true},{"name":"Anu Ruusunen","is_ca":false},{"name":"Minna Valkonen‐Korhonen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03012986745340404,"gpt":0.3891620553743824,"spread":0.3590321879209784,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.005656889,0.0009307705,0.001239287,0.000640709,0.003790117,0.001417268,0.004165616,0.001169396,0.005260501],"category_scores_gemma":[0.004109567,0.0009014598,0.0006550454,0.005247656,0.006608923,0.001029434,0.0008772982,0.001584904,0.001778626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001416929,"about_ca_system_score_gemma":0.002742579,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01483933,"about_ca_topic_score_gemma":0.008339359,"domain_scores_codex":[0.9880531,0.002212272,0.001451704,0.002191556,0.002609799,0.003481527],"domain_scores_gemma":[0.9940119,0.002306709,0.0005909709,0.001438299,0.0007173045,0.0009348386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007266793,0.001391955,0.1497782,0.0006336916,0.0006459038,0.00128369,0.02171633,0.00004764129,0.002680385,0.3580821,0.2940128,0.1690007],"study_design_scores_gemma":[0.001501136,0.0004912668,0.04735348,0.0004254409,0.0002625442,0.00001480424,0.0349894,0.0002782098,0.001514062,0.02608335,0.8854398,0.001646581],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2518686,0.004358582,0.0004291394,0.04161513,0.01053262,0.002259116,0.0003315838,0.0006492352,0.687956],"genre_scores_gemma":[0.8646038,0.002061025,0.000658078,0.001786154,0.001055415,0.00009891067,0.00003943911,0.00005064372,0.1296466],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6127352,"threshold_uncertainty_score":0.9996194,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406788730","doi":"10.62443/psykologia.v56i5.98018","title":"Minätilojen yhteydet tunne-elämältään epävakaan persoonallisuuden oireisiin","year":2025,"lang":"fi","type":"article","venue":"Psykologia","topic":"Research in Social Sciences","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":"Kootenay Association for Science & Technology","funders":"","keywords":"Physics","authors":[{"name":"Henni Turkulainen","is_ca":true},{"name":"Soila Porkamaa","is_ca":true},{"name":"Kirsi Honkalampi","is_ca":true},{"name":"Niko Flink","is_ca":true},{"name":"Sari Lindeman","is_ca":false},{"name":"Virpi Leppänen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04864492458354647,"gpt":0.4375049108382849,"spread":0.3888599862547384,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.005507796,0.0005354247,0.0007852743,0.0004053853,0.002621521,0.0009277386,0.003610855,0.0008535341,0.006063016],"category_scores_gemma":[0.003646849,0.000500789,0.0004583251,0.003856525,0.005160877,0.0007101824,0.0005883606,0.001038834,0.001938662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008815136,"about_ca_system_score_gemma":0.002119008,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01466389,"about_ca_topic_score_gemma":0.006616658,"domain_scores_codex":[0.9914908,0.001765805,0.0008137923,0.001406157,0.002193417,0.002330066],"domain_scores_gemma":[0.9962668,0.001518591,0.0003164279,0.0007725523,0.0004980025,0.0006275979],"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":[0.0002062659,0.0008425847,0.2297461,0.0002121608,0.0005895595,0.000205198,0.03665446,0.00002063172,0.001942818,0.2605331,0.325995,0.1430521],"study_design_scores_gemma":[0.0009303371,0.0003890999,0.1157836,0.0003240175,0.0001848003,0.00000313918,0.0397868,0.0003709419,0.0005236168,0.02842661,0.8120984,0.001178687],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2978111,0.003666876,0.0001816867,0.0500518,0.005525233,0.001312858,0.00008375726,0.000343662,0.641023],"genre_scores_gemma":[0.8619299,0.001581528,0.00120035,0.001784464,0.001295309,0.00009928024,0.0000139181,0.00002829112,0.132067],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5641188,"threshold_uncertainty_score":0.9997444,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}