{"meta":{"query_hash":"79b11b51481e","filters":{"venue":"Psico"},"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/79b11b51481e","api":"https://metacan.xera.ac/api/v1/cohort?venue=Psico"},"results":[{"id":"W2088772027","doi":"10.15448/1980-8623.2014.2.16495","title":"Perseveração na Tarefa Geração Aleatória de Números para Crianças","year":2014,"lang":"pt","type":"article","venue":"Psico","topic":"Cognitive and developmental aspects of mathematical skills","field":"Mathematics","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":"Université Laval","funders":"","keywords":"Perseveration; Psychology; Raven's Progressive Matrices; Attention deficit hyperactivity disorder; Recall; Rating scale; Developmental psychology; Attention deficit; Repetition (rhetorical device); Clinical psychology; Audiology; Psychiatry; Medicine; Cognitive psychology; Cognition","score_opus":0.04366889229310189,"score_gpt":0.3080586677700481,"score_spread":0.2643897754769462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088772027","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69847536,0.0009981053,0.11246706,0.0039005126,0.001485607,0.0023930804,0.0002012348,0.00077827787,0.17930076],"genre_scores_gemma":[0.9576291,0.000063665895,0.016526058,0.0026135182,0.00054684456,0.000092416565,0.0000354326,0.00016160532,0.022331396],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99599934,0.00029877463,0.00090404233,0.0007884038,0.00078061334,0.0012288328],"domain_scores_gemma":[0.9964746,0.0016571124,0.00030753558,0.0007175142,0.00023592642,0.00060727564],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010604113,0.0007331288,0.0009752559,0.0001515175,0.00040011673,0.00026310646,0.0005695959,0.00036133514,0.0069939853],"category_scores_gemma":[0.0020632872,0.0006826479,0.0004186766,0.0003143894,0.00019911527,0.00026109917,0.00036986425,0.0005836682,0.008866726],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009004222,0.010963299,0.007768185,0.0072128163,0.003289235,0.00071634696,0.10212564,0.000010573736,0.017184068,0.30425614,0.27785343,0.26771984],"study_design_scores_gemma":[0.008488025,0.001341523,0.011776294,0.0037459822,0.0015609231,0.00046328362,0.008391365,0.009676541,0.038182236,0.86415315,0.046742827,0.00547784],"about_ca_topic_score_codex":0.000036491638,"about_ca_topic_score_gemma":0.000019917978,"teacher_disagreement_score":0.559897,"about_ca_system_score_codex":0.00026754418,"about_ca_system_score_gemma":0.00017190372,"threshold_uncertainty_score":0.99956244},"labels":[],"label_agreement":null},{"id":"W2944755439","doi":"10.15448/1980-8623.2019.1.27851","title":"Questionário de Fusão Cognitiva (CFQ): novas evidências de validade e invariância transcultural","year":2019,"lang":"pt","type":"article","venue":"Psico","topic":"Attachment and Relationship Dynamics","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Humanities; Psychology; Art","score_opus":0.031696651708765074,"score_gpt":0.3929125360954452,"score_spread":0.3612158843866801,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944755439","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9284068,0.0016522503,0.011243288,0.0029952547,0.0028092908,0.0010489698,0.00010497911,0.00021878278,0.05152043],"genre_scores_gemma":[0.9426569,0.0001161783,0.0005187064,0.0010353795,0.0005527038,0.00004506339,0.00020244984,0.00008076711,0.054791886],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967946,0.00062274106,0.00058678177,0.0006372613,0.00035843492,0.0010001977],"domain_scores_gemma":[0.9984166,0.00036057347,0.00024127118,0.00051997486,0.0001565443,0.00030501233],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000765672,0.00045585097,0.00047110708,0.00017392005,0.0002694155,0.00014801776,0.00042467055,0.00076426717,0.0036244267],"category_scores_gemma":[0.000101003905,0.00045076958,0.00035744626,0.00045092587,0.00014596194,0.00024382965,0.00005492493,0.0011481588,0.0071692816],"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":[0.00027929587,0.00066059805,0.92734647,0.00019938107,0.0006056787,0.0000638908,0.037872594,0.00031374986,0.0016124569,0.020255834,0.005248645,0.005541432],"study_design_scores_gemma":[0.0052503343,0.00054886163,0.9544588,0.00056343345,0.0011257071,0.00034608276,0.0038057198,0.008763778,0.00028576746,0.0061619817,0.017186252,0.0015032794],"about_ca_topic_score_codex":0.0003662171,"about_ca_topic_score_gemma":0.00033655428,"teacher_disagreement_score":0.034066875,"about_ca_system_score_codex":0.0004020213,"about_ca_system_score_gemma":0.00029314656,"threshold_uncertainty_score":0.9997944},"labels":[],"label_agreement":null},{"id":"W3121483432","doi":"10.15448/1980-8623.2020.3.34372","title":"The sociocultural and psychological adaptation of Syrian refugees in Brazil","year":2020,"lang":"en","type":"article","venue":"Psico","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":8,"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 Prince Edward Island","funders":"","keywords":"Sociocultural evolution; Acculturation; Adaptation (eye); Refugee; Psychology; Perception; Latin Americans; Psychological adaptation; Social psychology; Context (archaeology); Sociology; Ethnic group; Geography; Political science; Anthropology","score_opus":0.06466842262413319,"score_gpt":0.37845542079271727,"score_spread":0.3137869981685841,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121483432","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9875876,0.0008145016,0.000056190194,0.00896589,0.000118080265,0.00012245997,0.0000037743418,0.000015185168,0.002316321],"genre_scores_gemma":[0.9986607,0.000041866875,0.00011140459,0.00095038844,0.0000796564,0.000015019379,0.0000054242987,0.0000033596305,0.00013221557],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9994187,0.00009334832,0.00017776477,0.00013080882,0.000060913768,0.000118507414],"domain_scores_gemma":[0.999714,0.000084587875,0.00005428719,0.00007426796,0.000018228411,0.000054610908],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012319304,0.00004831193,0.00008052533,0.000011079713,0.000059945407,0.000008972404,0.00006211658,0.00005721303,0.00010186875],"category_scores_gemma":[0.000047307854,0.000030653267,0.000018136603,0.000090390036,0.000060072976,0.00003059448,0.0000069396,0.000102217215,0.000035963276],"study_design_candidate":"observational","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":[0.0011719608,0.00041402798,0.18596253,0.000097407596,0.00006031332,0.000015544812,0.2640019,0.000016638549,0.00083100004,0.18797785,0.0323999,0.32705092],"study_design_scores_gemma":[0.0010294812,0.00034353795,0.9668519,0.000006831643,0.000005745904,0.0000047800586,0.0055960757,0.00018477767,0.000025628715,0.0019818426,0.023896415,0.00007297662],"about_ca_topic_score_codex":0.000090965405,"about_ca_topic_score_gemma":0.00043685283,"teacher_disagreement_score":0.7808894,"about_ca_system_score_codex":0.0000047445037,"about_ca_system_score_gemma":0.000005964665,"threshold_uncertainty_score":0.1250004},"labels":[],"label_agreement":null},{"id":"W4390499191","doi":"10.15448/1980-8623.2023.1.40247","title":"Problemas de comportamento, habilidades sociais, abuso de substâncias e práticas educativas em adolescentes","year":2024,"lang":"pt","type":"article","venue":"Psico","topic":"Youth, Drugs, and Violence","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Particle Physics","funders":"","keywords":"Psychology; Humanities; Philosophy","score_opus":0.03816058772858029,"score_gpt":0.35801259166572197,"score_spread":0.3198520039371417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390499191","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9524362,0.020962194,0.00043593283,0.011507258,0.002609517,0.0011573151,0.00009536296,0.00056281127,0.010233413],"genre_scores_gemma":[0.9845403,0.0019319381,0.00037320872,0.0005759649,0.0016081558,0.000081575,0.0000136741955,0.00007499648,0.010800213],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99560934,0.00056826154,0.0006320924,0.00086863845,0.00078942324,0.0015322265],"domain_scores_gemma":[0.99810994,0.00051198015,0.00019637431,0.00041519164,0.00016150113,0.00060504244],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018152049,0.0004716864,0.0005182737,0.00016128001,0.0008306406,0.0010616551,0.0008014108,0.00035371538,0.00087708415],"category_scores_gemma":[0.0003848095,0.0004697604,0.00038483966,0.000912923,0.00071024545,0.00040815416,0.0001274759,0.0007405624,0.0008579468],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029182298,0.0011810929,0.29569307,0.0014155835,0.00023511524,0.00007782146,0.6064152,0.000007259556,0.0008094994,0.026956758,0.04667671,0.020502731],"study_design_scores_gemma":[0.0011701622,0.000509578,0.2209836,0.012238719,0.0012186852,0.000060742484,0.5567654,0.0021682067,0.0047195787,0.04970326,0.14711365,0.00334848],"about_ca_topic_score_codex":0.0016648576,"about_ca_topic_score_gemma":0.002440908,"teacher_disagreement_score":0.10043693,"about_ca_system_score_codex":0.0008881856,"about_ca_system_score_gemma":0.0028388265,"threshold_uncertainty_score":0.9999753},"labels":[],"label_agreement":null},{"id":"W4390511443","doi":"10.15448/1980-8623.2023.2.40247","title":"Problemas de comportamento, habilidades sociais, abuso de substâncias e práticas educativas em adolescentes","year":2023,"lang":"pt","type":"article","venue":"Psico","topic":"Youth, Drugs, and Violence","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Particle Physics","funders":"","keywords":"Psychology; Humanities; Philosophy","score_opus":0.05686540368749566,"score_gpt":0.3630994937276363,"score_spread":0.3062340900401406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390511443","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.982413,0.0017353167,0.00008536491,0.008110572,0.0011927979,0.0009404086,0.000066998975,0.00050302007,0.0049525336],"genre_scores_gemma":[0.9842493,0.0016959454,0.00022014904,0.00061455445,0.0011310944,0.000101642756,0.000026016525,0.000070247166,0.011891037],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9951523,0.00066138874,0.00064735377,0.0007852143,0.00087860523,0.0018751265],"domain_scores_gemma":[0.99775964,0.00052664976,0.00036361627,0.0004847426,0.00020991222,0.0006554268],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022177207,0.0004518002,0.0005677237,0.00019076726,0.001191986,0.00048692487,0.000943733,0.00035279838,0.0005540441],"category_scores_gemma":[0.0007028943,0.00047384435,0.0003373934,0.0014752364,0.00071065343,0.00030814714,0.00017848978,0.0005782116,0.001531184],"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":[0.00002462997,0.00075873034,0.57830465,0.0003847027,0.00009994165,0.000031117906,0.36649418,0.0000122277825,0.000553024,0.005419531,0.04123838,0.0066789165],"study_design_scores_gemma":[0.0009264467,0.00020419758,0.558987,0.0019498542,0.0003025136,0.0000099041445,0.3946713,0.00059019437,0.0018301244,0.016008018,0.023109667,0.0014107453],"about_ca_topic_score_codex":0.0018231453,"about_ca_topic_score_gemma":0.0030480477,"teacher_disagreement_score":0.028177109,"about_ca_system_score_codex":0.0006439729,"about_ca_system_score_gemma":0.001972316,"threshold_uncertainty_score":0.9997713},"labels":[],"label_agreement":null},{"id":"W4413759644","doi":"10.15448/1980-8623.2025.1.42190","title":"Evidências de Validade da Escala de Acolhimento Institucional à Diversidade em Contexto Universitário Brasileiro","year":2025,"lang":"pt","type":"article","venue":"Psico","topic":"Education and Public Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.09967193324709726,"score_gpt":0.42069193249734055,"score_spread":0.32101999925024327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413759644","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.789143,0.001017336,0.0006511452,0.04613811,0.002499665,0.000561195,0.00012844552,0.00017899793,0.1596821],"genre_scores_gemma":[0.8491239,0.00014252884,0.00007562324,0.008267524,0.0005167764,0.0000113280485,0.000018918356,0.000012108552,0.14183132],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974824,0.00050842913,0.0002749973,0.00042656885,0.0004553889,0.00085217477],"domain_scores_gemma":[0.99847084,0.00035952096,0.00015845167,0.00030078454,0.00015058028,0.00055982143],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00087833597,0.0002507833,0.00028105505,0.00032228234,0.0010454513,0.00041867464,0.00086538127,0.00032433303,0.0026041074],"category_scores_gemma":[0.00046332608,0.00029798562,0.0002103352,0.0011658379,0.00026871698,0.000459094,0.0002487889,0.00038354984,0.00042616276],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005928378,0.00054643967,0.07404563,0.000070618684,0.00027653886,0.000015504957,0.34082952,0.000018265195,0.00021970214,0.20435134,0.37038088,0.009186294],"study_design_scores_gemma":[0.0010977016,0.000046733134,0.110564426,0.00018679124,0.0002100712,0.0000024930914,0.15584046,0.0001545412,0.00025651066,0.0024121185,0.72880495,0.00042317563],"about_ca_topic_score_codex":0.0040819254,"about_ca_topic_score_gemma":0.0066948184,"teacher_disagreement_score":0.3584241,"about_ca_system_score_codex":0.0016585608,"about_ca_system_score_gemma":0.0046097566,"threshold_uncertainty_score":0.99994725},"labels":[],"label_agreement":null},{"id":"W7130422920","doi":"10.15448/1980-8623.2025.1.47071","title":"Contrafactual em pessoas com e sem indicativos de depressão","year":2025,"lang":"","type":"article","venue":"Psico","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":0,"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":"Sample (material); Research methodology; Significant difference","score_opus":0.021217375916948757,"score_gpt":0.3567308664437628,"score_spread":0.335513490526814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7130422920","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4565578,0.14591439,0.08369508,0.0065537454,0.01495813,0.0044393786,0.0013523113,0.001023905,0.28550524],"genre_scores_gemma":[0.9476098,0.028337982,0.0004824866,0.0036548078,0.0007448663,0.0005980522,0.00011106028,0.00014740149,0.018313542],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99276483,0.0010604196,0.0012634074,0.002235085,0.0007174065,0.0019588664],"domain_scores_gemma":[0.9937963,0.0024357932,0.000854087,0.0015928398,0.00069226214,0.000628745],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00084169,0.0011588699,0.0012671673,0.001489233,0.00081218843,0.00042904823,0.0015473927,0.0011487502,0.0067154253],"category_scores_gemma":[0.001938984,0.00120127,0.00047886683,0.0030550184,0.000714267,0.0003238313,0.0005028846,0.0014768726,0.0024135022],"study_design_candidate":"not_applicable","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":[0.0009213411,0.003965816,0.3138549,0.00030076544,0.0025507016,0.00008713974,0.015611159,0.0000051837856,0.00020922082,0.0032106317,0.100244574,0.5590386],"study_design_scores_gemma":[0.011274469,0.000544737,0.31835505,0.0006944223,0.0016846472,0.000066844725,0.008887347,0.00019386003,0.0068933666,0.015294935,0.63456017,0.0015501764],"about_ca_topic_score_codex":0.00020792874,"about_ca_topic_score_gemma":0.000067296445,"teacher_disagreement_score":0.5574884,"about_ca_system_score_codex":0.0004439595,"about_ca_system_score_gemma":0.00068528065,"threshold_uncertainty_score":0.9990437},"labels":[],"label_agreement":null}]}