{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"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":"c0f04af67d88","filters":{"venue":"PSYCHOLOGIA"}},"results":[{"id":"W2072427808","doi":"10.2117/psysoc.2004.277","title":"A POWER STRUGGLE: BETWEEN- VS. WITHIN-SUBJECTS DESIGNS IN DEDUCTIVE REASONING RESEARCH","year":2004,"lang":"en","type":"article","venue":"PSYCHOLOGIA","topic":"Decision-Making and Behavioral Economics","field":"Decision Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Expectancy theory; Psychology; Power (physics); External validity; Contrast (vision); Social psychology; Research design; Measure (data warehouse); Cognitive psychology; Statistics; Computer science; Mathematics; Artificial intelligence; Data mining","authors":[{"name":"Valerie A. Thompson","is_ca":true},{"name":"Jamie I. D. Campbell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3916198528619041,"gpt":0.5215943490546544,"spread":0.1299744961927503,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01051561,0.0002193282,0.0004583721,0.0009827848,0.0002561905,0.0004464617,0.001442164,0.0002725279,0.0003931357],"category_scores_gemma":[0.005806227,0.0001712797,0.0001101838,0.00233829,0.0003675928,0.0004446598,0.0002355474,0.0009445761,0.001929976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002936674,"about_ca_system_score_gemma":0.0002237193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001123748,"about_ca_topic_score_gemma":0.00009522658,"domain_scores_codex":[0.9954566,0.0005119967,0.0009270695,0.001166772,0.001231612,0.0007059335],"domain_scores_gemma":[0.9964011,0.001635324,0.0002573463,0.00110295,0.0003946627,0.0002086151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001058896,0.001361649,0.58982,0.000004356313,0.00004753381,0.0007085535,0.0168601,0.002476105,0.003319475,0.009367562,0.019014,0.3559618],"study_design_scores_gemma":[0.001440882,0.0007593607,0.4414864,0.0001263696,0.000005843448,0.0000504978,0.004499497,0.00001856882,0.001251594,0.5485365,0.001398441,0.0004260401],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853634,0.00006441891,0.0008555652,0.000813662,0.0008795508,0.0002918956,0.00001285708,0.00006217916,0.01165645],"genre_scores_gemma":[0.9908423,0.000005080864,0.008607519,0.0001731131,0.0001007998,0.00002406521,0.000002115642,0.0000240759,0.0002208661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.539169,"threshold_uncertainty_score":0.9988471,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2089136797","doi":"10.2117/psysoc.2008.100","title":"ON THE APPLICATIONS OF CHANGE BLINDNESS","year":2008,"lang":"en","type":"article","venue":"PSYCHOLOGIA","topic":"Neural and Behavioral Psychology Studies","field":"Neuroscience","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Change blindness; Perception; Blindness; Psychology; Cognition; Inattentional blindness; Cognitive psychology; Neuroscience; Optometry; Medicine","authors":[{"name":"Ronald A. Rensink","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5567830886393482,"gpt":0.4426258120575889,"spread":0.1141572765817593,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006158299,0.00008139972,0.0000945522,0.00004014034,0.0002044008,0.000002636853,0.0003096772,0.00003992219,0.0001062132],"category_scores_gemma":[0.0000493943,0.00004475713,0.00004500595,0.0003215642,0.0004595703,0.00003155162,0.00003300788,0.0001364916,0.0002871507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003217448,"about_ca_system_score_gemma":0.000001973815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004065816,"about_ca_topic_score_gemma":7.550091e-7,"domain_scores_codex":[0.9993166,0.00005569875,0.000118701,0.0002542427,0.0001151904,0.0001395557],"domain_scores_gemma":[0.9993908,0.0001744347,0.00006807271,0.0003269968,0.00001897135,0.00002071824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002016562,0.002795828,0.03164983,0.00001211825,0.00001119682,0.00006461899,0.001735807,9.14795e-7,0.8582157,0.02524309,0.05324416,0.02682507],"study_design_scores_gemma":[0.001257562,0.001302678,0.4519414,0.00002496652,0.00002900857,0.0002544238,0.0002302315,0.0000047635,0.5010435,0.01529526,0.02806443,0.0005518058],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870617,0.00002786578,0.0000198414,0.003795722,0.0002458292,0.0003512513,0.00001141195,0.00005107131,0.008435284],"genre_scores_gemma":[0.993947,0.0000791067,0.00001236853,0.005137626,0.00005732333,0.0002830134,3.535791e-7,0.000005368885,0.0004778199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4202915,"threshold_uncertainty_score":0.3690837,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3185197525","doi":"10.2117/psysoc.2021-b014","title":"A REEXAMINATION OF THE EFFECTS OF CULTURE AND DOPAMINE D4 RECEPTOR GENE INTERACTION ON SOCIAL ORIENTATION","year":2021,"lang":"en","type":"article","venue":"PSYCHOLOGIA","topic":"Cultural Differences and Values","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta","funders":"Ministry of Education, Culture, Sports, Science and Technology","keywords":"Novelty; Interdependence; Psychology; Novelty seeking; Social psychology; Social relation; Developmental psychology; Genetics; Biology; Sociology; Social science","authors":[{"name":"Keiko Ishii","is_ca":false},{"name":"Takahiko Masuda","is_ca":true},{"name":"Masahiro Matsunaga","is_ca":false},{"name":"Yasuki Noguchi","is_ca":false},{"name":"Hidenori Yamasue","is_ca":false},{"name":"Yohsuke Ohtsubo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05218014557935025,"gpt":0.3839103921628885,"spread":0.3317302465835383,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006547477,0.00007266984,0.0001155546,0.00002187353,0.00004645046,0.000007398961,0.00006158561,0.00009180973,0.0001659008],"category_scores_gemma":[0.0001125575,0.00004525593,0.00004952778,0.0001680061,0.00005773676,0.00003612419,0.00001854297,0.0001016928,0.000007704447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001307897,"about_ca_system_score_gemma":0.000003299586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001571838,"about_ca_topic_score_gemma":0.00000586618,"domain_scores_codex":[0.9993293,0.0001667976,0.0001534176,0.0001801124,0.00009859935,0.0000717912],"domain_scores_gemma":[0.9995319,0.00007155165,0.0001643184,0.0001233147,0.00009691014,0.00001205342],"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":[0.0002423311,0.000460781,0.01587864,0.0001000736,0.00008753233,0.000002491694,0.008858232,4.982347e-7,0.8744035,0.006827374,0.007706977,0.08543155],"study_design_scores_gemma":[0.0006265622,0.0003042301,0.9399076,0.00004678146,0.00002581089,0.000007059382,0.001237565,0.000002473925,0.05702586,0.0002018598,0.0005559918,0.00005826668],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952661,0.0001494057,0.00001998415,0.0002443058,0.001507952,0.0001351109,0.000009843532,0.00001018577,0.002657123],"genre_scores_gemma":[0.9976662,0.00005048524,0.0000809132,0.00009181284,0.00009808302,0.00001408493,0.00002720849,0.000004272608,0.001966896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9240289,"threshold_uncertainty_score":0.1845483,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2069393560","doi":"10.2117/psysoc.2009.110","title":"A THEORETICAL PROPOSAL FOR LATE LUTEAL PHASE BEHAVIOURAL CHANGES IN AN EVOLUTIONARY CONTEXT","year":2009,"lang":"en","type":"article","venue":"PSYCHOLOGIA","topic":"Menstrual Health and Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Context (archaeology); Psychology; Luteal phase; Developmental psychology; Reproductive success; Hormone; Biology; Medicine; Endocrinology","authors":[{"name":"Amandio Vieira","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05887945113442019,"gpt":0.4226694696803703,"spread":0.3637900185459501,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002206367,0.0001136442,0.000201658,0.00008988145,0.00004780694,0.000005964327,0.00006641541,0.0001298753,0.000351919],"category_scores_gemma":[0.00005861023,0.00008989073,0.00003855783,0.00009897336,0.0001398876,0.00004410918,0.000004966137,0.0001730772,0.00001618429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003595053,"about_ca_system_score_gemma":0.00008542398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000088995,"about_ca_topic_score_gemma":0.00004167121,"domain_scores_codex":[0.9990045,0.00004709541,0.0001951344,0.0002639028,0.0001125528,0.0003768466],"domain_scores_gemma":[0.9994851,0.00002908274,0.00003748163,0.0001794892,0.00004999228,0.0002187925],"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":[0.02278303,0.008785557,0.09857453,0.0001427892,0.00001818184,0.0002157996,0.001992247,0.000001163193,0.006762015,0.2530493,0.00890641,0.598769],"study_design_scores_gemma":[0.03613971,0.03056573,0.8565335,0.0001449028,0.00007889322,0.0001922921,0.001030113,0.003248238,0.0003040975,0.07056174,0.0007256907,0.0004751197],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813569,0.0002038756,0.00009093489,0.01538284,0.000204152,0.001004166,0.00003538693,0.00006966614,0.00165214],"genre_scores_gemma":[0.9918497,0.00001383899,0.002872394,0.004917647,0.0001037015,0.00006956574,0.00008732261,0.000009040317,0.00007683435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7579589,"threshold_uncertainty_score":0.3853267,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414991536","doi":"10.2117/psysoc.2023-a274","title":"EVALUATION OF THE PSYCHOMETRIC QUALITIES OF THE FOREIGN LANGUAGE CLASSROOM ANXIETY SCALE IN CHINESE TERTIARY EDUCATION","year":2025,"lang":"en","type":"article","venue":"PSYCHOLOGIA","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Construct (python library); Construct validity; Equivalence (formal languages); Foreign language; Context (archaeology); Scale (ratio); Anxiety; Higher education","authors":[{"name":"Jinyan Huang","is_ca":false},{"name":"Yaxin Dong","is_ca":true},{"name":"Shahbaz Hussain","is_ca":false},{"name":"Yuan Yao","is_ca":false},{"name":"Thomas J. Sheeran","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03042229564339916,"gpt":0.345066203971626,"spread":0.3146439083282268,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001807972,0.00008084471,0.0001158425,0.00017673,0.0001194112,0.00002260602,0.0002831775,0.00004587348,0.0002325533],"category_scores_gemma":[0.0004130191,0.00004328082,0.00008961351,0.0003057327,0.0001431168,0.00006290663,0.00003456045,0.0002258247,0.000002706584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003777749,"about_ca_system_score_gemma":0.00007769471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004625969,"about_ca_topic_score_gemma":0.0005970671,"domain_scores_codex":[0.9986415,0.0005853295,0.0002621739,0.0001334977,0.0002803212,0.00009720142],"domain_scores_gemma":[0.9992583,0.00007849547,0.0001637765,0.0003712045,0.0001206777,0.000007500491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001423779,0.0003110861,0.862107,0.0000646592,0.0000254739,7.59699e-9,0.05251391,0.00006105876,0.0006027349,0.01842567,0.003517953,0.06235617],"study_design_scores_gemma":[0.0003569509,0.00001562703,0.9658446,0.0001444469,0.00003882042,4.193698e-7,0.02111246,0.0001781416,0.0001195674,0.01056697,0.001559159,0.00006287355],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8471362,0.0008355542,0.000007960676,0.00043057,0.0007951924,0.0002079847,0.000005297979,0.00001353703,0.1505677],"genre_scores_gemma":[0.9960247,0.000009952035,0.00002872411,0.0003261606,0.00008646071,0.00002804404,0.0000034296,0.000005668312,0.00348686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1488885,"threshold_uncertainty_score":0.2546295,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407630316","doi":"10.2117/psysoc.2023-b046","title":"CONVERTING MOCA-J TO MMSE-J IN COMMUNITY-DWELLING JAPANESE OLDER ADULTS: A PILOT STUDY","year":2025,"lang":"en","type":"article","venue":"PSYCHOLOGIA","topic":"Aging, Elder Care, and Social Issues","field":"Health Professions","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":"Japan Society for the Promotion of Science","keywords":"Psychology; Gerontology; Medicine","authors":[{"name":"Shoko Iwasaki","is_ca":false},{"name":"Masatoshi Yamashita","is_ca":false},{"name":"Reina Takamatsu","is_ca":false},{"name":"Aya Toyoshima","is_ca":false},{"name":"Shu Nishiguchi","is_ca":false},{"name":"Minoru Yamada","is_ca":false},{"name":"Kaoru Sekiyama","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07150927593552836,"gpt":0.4489754416617818,"spread":0.3774661657262535,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001877088,0.0002166242,0.000440025,0.0002572212,0.001090852,0.00001803037,0.0005182058,0.0001533229,0.0001888191],"category_scores_gemma":[0.0005631939,0.0002051914,0.00004311736,0.0007345745,0.00005485432,0.00007882632,0.0002357244,0.001687072,0.0003750522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001542493,"about_ca_system_score_gemma":0.00006414956,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01080264,"about_ca_topic_score_gemma":0.006518425,"domain_scores_codex":[0.9962097,0.001913082,0.0006993323,0.0003679612,0.0001778783,0.000632022],"domain_scores_gemma":[0.9980926,0.0008564398,0.0001414792,0.0006367262,0.0001647536,0.0001079873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002786055,0.001237182,0.5569475,0.0001719796,0.0000350598,0.00001461058,0.4361597,0.000005105703,0.00007391863,0.00007648483,0.00344202,0.001557843],"study_design_scores_gemma":[0.002291072,0.0005354328,0.3854368,0.0008237347,0.00001716982,1.780205e-7,0.6099265,0.00002597042,0.000005929704,0.0003242332,0.0004089787,0.000203976],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9622847,0.0001880875,0.0001091181,0.0007759611,0.00125716,0.001906952,0.000004061899,0.0002332735,0.03324068],"genre_scores_gemma":[0.9831504,0.00001475055,0.00009943613,0.01393189,0.0001257222,0.0003755014,0.000007526282,0.00002573028,0.002269061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1737668,"threshold_uncertainty_score":0.9957845,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}