{"meta":{"query_hash":"3e471ffbb115","filters":{"venue":"Psychological Test Adaptation and Development"},"cohort_total":7,"direct_labels_cover":0,"predictions_cover":7,"exported":7,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/3e471ffbb115","api":"https://metacan.xera.ac/api/v1/cohort?venue=Psychological+Test+Adaptation+and+Development"},"results":[{"id":"W4308568240","doi":"10.1027/2698-1866/a000025","title":"The German Version of the Hybrid Work Characteristics Scale","year":2022,"lang":"en","type":"article","venue":"Psychological Test Adaptation and Development","topic":"Job Satisfaction and Organizational Behavior","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Universität Bielefeld","keywords":"German; Human multitasking; Scale (ratio); Computer science; Reliability (semiconductor); Work (physics); Task (project management); Psychology; Cognitive psychology; Engineering; Linguistics","score_opus":0.028348036134702454,"score_gpt":0.25135072584795637,"score_spread":0.2230026897132539,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308568240","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8916637,0.0019138813,0.009460752,0.0021841633,0.00045011032,0.0038658788,0.04645833,0.0003302673,0.043672893],"genre_scores_gemma":[0.91465753,0.0015136271,0.022301763,0.00072622095,0.000107100226,0.0055741253,0.029737217,0.000087454595,0.025294958],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991744,0.00022311127,0.00015069063,0.00008688729,0.00028840877,0.00007646235],"domain_scores_gemma":[0.99825484,0.00047128406,0.00042502503,0.00012541139,0.0005577301,0.00016560823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012002833,0.00046287905,0.0003428001,0.0011280704,0.000354376,0.0005659207,0.00043890832,0.00033614298,0.014138642],"category_scores_gemma":[0.003968749,0.00017253766,0.0004811385,0.0010337471,0.0002505565,0.0004970436,0.0008453127,0.0006595065,0.0022531569],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009480027,0.0009830949,0.42785844,0.0013034609,0.0005609011,0.00040332554,0.004124822,0.0020727084,0.0037793731,0.007803786,0.13161632,0.4185458],"study_design_scores_gemma":[0.00015896399,0.00043282655,0.91636693,0.00020668356,0.000097990545,0.00036738592,0.0011691082,0.0008290302,0.0007514927,0.001804552,0.07774703,0.000067975445],"about_ca_topic_score_codex":0.0025700561,"about_ca_topic_score_gemma":0.0044518444,"teacher_disagreement_score":0.014138642,"about_ca_system_score_codex":0.00070038467,"about_ca_system_score_gemma":0.0006057148,"threshold_uncertainty_score":0.04729843},"labels":[],"label_agreement":null},{"id":"W4376645007","doi":"10.1027/2698-1866/a000039","title":"Effects of a Neutral Response Option on Occupational Interest Circumplex Fit","year":2023,"lang":"en","type":"article","venue":"Psychological Test Adaptation and Development","topic":"Psychometric Methodologies and Testing","field":"Decision Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; Wilfrid Laurier University","funders":"","keywords":"Generalizability theory; Equivalence (formal languages); Psychology; Econometrics; Correlation; Statistics; Sample (material); Structural equation modeling; Hexagonal crystal system; Social psychology; Mathematics; Pure mathematics","score_opus":0.7527729537058937,"score_gpt":0.5201070910133551,"score_spread":0.23266586269253864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376645007","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99206793,0.00005553618,0.0049737943,0.000198775,0.00007260684,0.00018189513,0.00007983128,0.000041675437,0.002327848],"genre_scores_gemma":[0.9949626,0.00001547144,0.0040647844,0.000082197395,0.000012380209,0.0003785045,0.00010801234,0.000028683979,0.00034750957],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.88496053,0.09544495,0.005600883,0.0052694743,0.007893394,0.0008308515],"domain_scores_gemma":[0.37708738,0.57860523,0.014720931,0.019471891,0.007649984,0.002464542],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06812744,0.00082529295,0.0006873286,0.0007774123,0.0009404141,0.0021363522,0.0013972031,0.0013980365,0.0107289255],"category_scores_gemma":[0.3016184,0.00043963565,0.0012165739,0.00068439636,0.002461886,0.002363079,0.002470782,0.00212393,0.0010044063],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.04440737,0.0067392536,0.7393859,0.0007905637,0.0014446523,0.00057013653,0.016470777,0.006694564,0.019669803,0.009250382,0.0026625276,0.15191408],"study_design_scores_gemma":[0.0023939093,0.019639058,0.8723097,0.0007628432,0.0010183593,0.00089169666,0.0073126615,0.049485777,0.028373387,0.010360291,0.0070293806,0.00042301274],"about_ca_topic_score_codex":0.00063520245,"about_ca_topic_score_gemma":0.0005420638,"teacher_disagreement_score":0.06812744,"about_ca_system_score_codex":0.0012472514,"about_ca_system_score_gemma":0.00086101104,"threshold_uncertainty_score":0.36029667},"labels":[],"label_agreement":null},{"id":"W4385879749","doi":"10.1027/2698-1866/a000050","title":"Psychometric Properties of the Brazilian Portuguese Version of the Circumplex Scales of Interpersonal Problems (CSIP)","year":2023,"lang":"en","type":"article","venue":"Psychological Test Adaptation and Development","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Interpersonal communication; Portuguese; Construct (python library); Checklist; Construct validity; Scale (ratio); Concurrent validity; Psychometrics; Interpersonal relationship; Psychology; Clinical psychology; Social psychology; Computer science; Geography; Cognitive psychology; Internal consistency; Cartography","score_opus":0.08830546072002736,"score_gpt":0.2925175832569814,"score_spread":0.20421212253695403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385879749","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.970248,0.0022793717,0.0041288654,0.00072043,0.00017773776,0.0006518596,0.0021819766,0.000041356314,0.01957035],"genre_scores_gemma":[0.98756623,0.001230926,0.0077254223,0.0001413408,0.00004043419,0.000553332,0.0014996558,0.00003141555,0.0012113265],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99717087,0.0010326544,0.00038068552,0.00025992477,0.0010185206,0.00013739514],"domain_scores_gemma":[0.9921554,0.0033492537,0.0015253853,0.0005190343,0.0019943453,0.00045666652],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006417145,0.00051096926,0.0005476598,0.0018571544,0.00074810785,0.00093667133,0.00045129666,0.0003526255,0.0021048947],"category_scores_gemma":[0.026547808,0.00030846216,0.00079412025,0.0017222048,0.0006161671,0.00056607794,0.0012524538,0.0006243144,0.00024071035],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022670624,0.00029975837,0.8381688,0.00057899026,0.00041733342,0.00027761294,0.0063329893,0.00064183737,0.0013499236,0.0017015596,0.003393797,0.14661068],"study_design_scores_gemma":[0.000045608176,0.00024563755,0.9857853,0.00040529313,0.00014490158,0.000732813,0.0021183928,0.0010534809,0.0006609768,0.0009879945,0.007788641,0.00003085577],"about_ca_topic_score_codex":0.0068173916,"about_ca_topic_score_gemma":0.009679189,"teacher_disagreement_score":0.0068173916,"about_ca_system_score_codex":0.0005885653,"about_ca_system_score_gemma":0.0014515705,"threshold_uncertainty_score":0.033937514},"labels":[],"label_agreement":null},{"id":"W4396520795","doi":"10.1027/2698-1866/a000061","title":"Structural Validity Evidence for the Oxford Utilitarianism Scale Across 15 Languages","year":2024,"lang":"en","type":"article","venue":"Psychological Test Adaptation and Development","topic":"Psychology of Moral and Emotional Judgment","field":"Neuroscience","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Scale (ratio); Utilitarianism; Geography; Philosophy; Epistemology; Cartography","score_opus":0.47323010686428657,"score_gpt":0.42632921166030274,"score_spread":0.04690089520398383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396520795","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9897351,0.00021362539,0.002577853,0.0002289688,0.00006055866,0.00010421592,0.000323368,0.000021440435,0.0067348103],"genre_scores_gemma":[0.9965714,0.00007323238,0.0025544262,0.000038968014,0.000009903348,0.00012190896,0.00033440493,0.000020546982,0.00027516318],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98621017,0.0062209717,0.0018153308,0.0013657603,0.0039829523,0.00040478818],"domain_scores_gemma":[0.9256166,0.040044226,0.009911331,0.0058762836,0.017027736,0.0015237327],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.026883809,0.00049184094,0.00051855773,0.0026222714,0.0007720157,0.0020550918,0.00062892993,0.0004107477,0.0028845323],"category_scores_gemma":[0.060595695,0.00039140918,0.001021639,0.0026632322,0.0029645464,0.0016464768,0.0031189704,0.0010663307,0.0003197287],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056866737,0.00020568719,0.90293455,0.00035375406,0.00049781223,0.00012357076,0.021288615,0.0005725626,0.0022181522,0.002797582,0.0011367779,0.06730236],"study_design_scores_gemma":[0.00007056526,0.00035236106,0.9771525,0.00037402284,0.00017041415,0.00022592556,0.011057877,0.0015494672,0.0019713254,0.0031360483,0.0038783713,0.00006106705],"about_ca_topic_score_codex":0.0020153546,"about_ca_topic_score_gemma":0.0029944882,"teacher_disagreement_score":0.026883809,"about_ca_system_score_codex":0.0009662962,"about_ca_system_score_gemma":0.0019339703,"threshold_uncertainty_score":0.14217687},"labels":[],"label_agreement":null},{"id":"W4401035029","doi":"10.1027/2698-1866/a000078","title":"Validation of the German Intimacy Scale","year":2024,"lang":"en","type":"article","venue":"Psychological Test Adaptation and Development","topic":"Family Support in Illness","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint Mary's University","funders":"","keywords":"German; Scale (ratio); Psychology; Computer science; Geography; Archaeology; Cartography","score_opus":0.07978204604697928,"score_gpt":0.36827360619177557,"score_spread":0.28849156014479627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401035029","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9770486,0.0007263033,0.005079325,0.00063924235,0.00017253571,0.001433592,0.0018817894,0.00005606031,0.012962565],"genre_scores_gemma":[0.97645,0.00061386114,0.013090015,0.000362787,0.00005248932,0.0027477534,0.0028066777,0.00004996339,0.0038264282],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971173,0.0011936047,0.0003709756,0.00022085477,0.00094313227,0.00015418191],"domain_scores_gemma":[0.99539053,0.001638051,0.00054607354,0.0006469523,0.0014503086,0.0003281621],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0066783507,0.00038278787,0.00034086112,0.0014497469,0.0006714026,0.0006143911,0.00054502307,0.00039749377,0.0039924467],"category_scores_gemma":[0.0132759735,0.00017744862,0.00048178632,0.00076797814,0.00072797446,0.0005154219,0.001636959,0.00065584696,0.0010618591],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009595099,0.0014758888,0.5444776,0.00073505763,0.00030899982,0.00072203984,0.019745152,0.0012607835,0.00800092,0.0109818205,0.023972386,0.38735995],"study_design_scores_gemma":[0.00027397796,0.0014154846,0.9237438,0.0003512052,0.00012013948,0.0012714654,0.005826331,0.002158176,0.0046298294,0.0025195265,0.057591926,0.0000981712],"about_ca_topic_score_codex":0.0018501969,"about_ca_topic_score_gemma":0.0027461082,"teacher_disagreement_score":0.0066783507,"about_ca_system_score_codex":0.00089153904,"about_ca_system_score_gemma":0.0010061772,"threshold_uncertainty_score":0.03531897},"labels":[],"label_agreement":null},{"id":"W4403896401","doi":"10.1027/2698-1866/a000087","title":"Development of a Revised Urdu Version of the 20-Item Toronto Alexithymia Scale","year":2024,"lang":"en","type":"article","venue":"Psychological Test Adaptation and Development","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Trent University; Western University; University of Toronto","funders":"University of Toronto","keywords":"Alexithymia; Urdu; Psychology; Scale (ratio); Toronto Alexithymia Scale; Clinical psychology; Cartography; Geography; Linguistics; Philosophy","score_opus":0.04484046673102685,"score_gpt":0.3112815745295487,"score_spread":0.2664411077985218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403896401","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8563456,0.0033060585,0.034268588,0.0027416947,0.0011907794,0.008616884,0.034134384,0.0008610144,0.05853498],"genre_scores_gemma":[0.823534,0.0038573085,0.1214053,0.00079158344,0.0002275583,0.011137186,0.02447539,0.00016432245,0.014407293],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99787474,0.0005055637,0.00033416532,0.00018090589,0.0009902591,0.000114397495],"domain_scores_gemma":[0.996046,0.0004787832,0.0004340036,0.00023683526,0.0025174427,0.00028690073],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027902247,0.0004258172,0.0005735693,0.0011385157,0.00076341303,0.0007204277,0.0006166009,0.00023296254,0.007554245],"category_scores_gemma":[0.010810584,0.00021924483,0.00053668086,0.0011676346,0.00029273887,0.0006028659,0.0009755619,0.00085883023,0.0017290687],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042203887,0.00046238521,0.24482824,0.0011147017,0.00017674136,0.0008757083,0.008351865,0.0008763737,0.005987494,0.0033211855,0.08099253,0.6525907],"study_design_scores_gemma":[0.00022355074,0.0008720509,0.848029,0.0009820223,0.00014855576,0.0019426139,0.0035811877,0.0031926797,0.0028598479,0.0023795639,0.13561034,0.00017854747],"about_ca_topic_score_codex":0.016070798,"about_ca_topic_score_gemma":0.035965472,"teacher_disagreement_score":0.016070798,"about_ca_system_score_codex":0.00120851,"about_ca_system_score_gemma":0.0027425678,"threshold_uncertainty_score":0.031954467},"labels":[],"label_agreement":null},{"id":"W4410504341","doi":"10.1027/2698-1866/a000100","title":"Cross-Cultural Adaptation of the Short Dark Tetrad (SD4) in the Brazilian Context","year":2025,"lang":"en","type":"article","venue":"Psychological Test Adaptation and Development","topic":"Digital Games and Media","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Adaptation (eye); Tetrad; Context (archaeology); Business; Psychology; Geography; Biology; Botany","score_opus":0.08481528937089738,"score_gpt":0.3836462200946721,"score_spread":0.2988309307237747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410504341","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99417627,0.00022199118,0.0010938633,0.00018406435,0.00004857395,0.00013310298,0.00025929327,0.000009883767,0.0038728877],"genre_scores_gemma":[0.9965648,0.00019609612,0.0022956864,0.00005474552,0.000007425439,0.0001596132,0.00027957076,0.000010123832,0.00043189866],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984994,0.000676429,0.0001981655,0.00016539579,0.0003358308,0.0001248611],"domain_scores_gemma":[0.9962978,0.001473793,0.0005747498,0.00045064033,0.000970954,0.00023210607],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040322617,0.00034052948,0.0003313178,0.0012968434,0.00064456835,0.00069096836,0.00042335654,0.00019681649,0.0015800355],"category_scores_gemma":[0.012606856,0.0001960581,0.0005837749,0.00094362505,0.00061444147,0.00046611924,0.0011962547,0.00042826968,0.00018329841],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001257235,0.0002744051,0.890649,0.00017596982,0.000106548636,0.00022544841,0.0132073,0.00019972022,0.0013844464,0.0011753561,0.0010238921,0.091452174],"study_design_scores_gemma":[0.000022285987,0.00027679172,0.9789327,0.00021435588,0.000053755066,0.00044041732,0.009272865,0.0007917781,0.00075305975,0.0010055414,0.008213889,0.000022581957],"about_ca_topic_score_codex":0.012726883,"about_ca_topic_score_gemma":0.028351631,"teacher_disagreement_score":0.012726883,"about_ca_system_score_codex":0.00066848315,"about_ca_system_score_gemma":0.001125639,"threshold_uncertainty_score":0.02530557},"labels":[],"label_agreement":null}]}