{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"4116c2b6944c","filters":{"venue":"Psychologia"}},"results":[{"id":"W4200197170","doi":"10.21500/19002386.5390","title":"Función de la impulsividad en el trastorno por consumo de sustancias","year":2021,"lang":"es","type":"article","venue":"Psychologia","topic":"Nicotinic Acetylcholine Receptors Study","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Agriculture Environmental Renewal Canada (Canada)","funders":"","keywords":"Humanities; Philosophy; Physics; Political science; Psychology","authors":[{"name":"Mónica Méndez‐Díaz","is_ca":true},{"name":"Diana Alejandra Rangel Rangel","is_ca":false},{"name":"Yalitza Azucena Alvarado Ramírez","is_ca":false},{"name":"Aline Mendoza-Méndez","is_ca":false},{"name":"Andrea M. Herrera Solís","is_ca":false},{"name":"Jaqueline Cortes Morelos","is_ca":false},{"name":"Alejandra Evelyn Ruiz-Contreras","is_ca":false},{"name":"Oscar Prospéro‐García","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006161899897584376,"gpt":0.335178342367918,"spread":0.3290164424703337,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006949049,0.0003895017,0.0002634846,0.0006252802,0.0003074431,0.0008094053,0.0003085692,0.0003553629,0.002603979],"category_scores_gemma":[0.00182611,0.0002347709,0.0004984838,0.0005833193,0.0004758421,0.0003834731,0.0003618199,0.0004817873,0.0001879495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007037658,"about_ca_system_score_gemma":0.0005799645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02458987,"about_ca_topic_score_gemma":0.01905889,"domain_scores_codex":[0.9996629,0.0001077798,0.00002242485,0.00006968096,0.00008690829,0.00005036547],"domain_scores_gemma":[0.9990292,0.0002126825,0.0004410958,0.00004138832,0.0001898893,0.00008579705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007514762,0.0002140098,0.8914657,0.0002980628,0.0006298627,0.000498023,0.001999178,0.0005448172,0.006944463,0.001688184,0.0008639841,0.0941022],"study_design_scores_gemma":[0.00001208039,0.0001533584,0.9955156,0.00007008388,0.0001441407,0.0004358801,0.0003990092,0.0004254442,0.0005207261,0.0009188965,0.0013944,0.00001034958],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982466,0.006911054,0.001379046,0.001018512,0.0000270466,0.00002220389,0.0004781909,0.00002870482,0.007669208],"genre_scores_gemma":[0.9954972,0.002459218,0.0004093388,0.000119004,0.00002163573,0.00001299537,0.0001517135,0.000004429266,0.001324544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02458987,"threshold_uncertainty_score":0.04889345,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1625101442","doi":"10.21500/19002386.1171","title":"Desarrollos preliminares de la escala de motivación (EM1) para adultos, basada en el modelo motivacional de Mc Clelland","year":2012,"lang":"es","type":"article","venue":"Psychologia","topic":"Stress and Burnout Research","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Humanities; Psychology; Art","authors":[{"name":"Leonardo Álvarez","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03250633522607325,"gpt":0.4183461520633219,"spread":0.3858398168372486,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009367529,0.0006753178,0.0006874832,0.002128414,0.0005914876,0.001276572,0.0006951509,0.0006249305,0.005631945],"category_scores_gemma":[0.02172963,0.0003983093,0.001675333,0.002047256,0.0006622081,0.001167816,0.001101005,0.001254157,0.0005697113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008316411,"about_ca_system_score_gemma":0.001678734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007775072,"about_ca_topic_score_gemma":0.01382319,"domain_scores_codex":[0.9977767,0.001034901,0.0002147524,0.00025455,0.0005715924,0.0001475372],"domain_scores_gemma":[0.9841099,0.01013552,0.002027999,0.0007078589,0.002548778,0.0004699362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001780949,0.0002407685,0.9348052,0.0004967875,0.0002037322,0.00005049016,0.003711942,0.0006461757,0.0004535788,0.00111708,0.0005812537,0.05751478],"study_design_scores_gemma":[0.0000115912,0.000383468,0.9935137,0.0001893599,0.000120406,0.00006068293,0.002232678,0.000937773,0.000251745,0.0005476094,0.001734077,0.00001694435],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852191,0.001522022,0.005663701,0.0003998004,0.00004519014,0.000474448,0.001233082,0.00003968636,0.005402879],"genre_scores_gemma":[0.9862861,0.001243217,0.007692815,0.0001078296,0.00002694099,0.00113339,0.001117848,0.00001867114,0.002373067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009367529,"threshold_uncertainty_score":0.04954082,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2509303810","doi":"10.21500/19002386.2464","title":"Polarización sociopolítica y percepción del sistema normativo en Venezuela","year":2016,"lang":"es","type":"article","venue":"Psychologia","topic":"Agricultural and Food Production Studies","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"SNC-Lavalin (Canada)","funders":"","keywords":"Humanities; Psychology; Philosophy","authors":[{"name":"Maite Beramendi","is_ca":true},{"name":"Yorelis Acosta","is_ca":false},{"name":"Elena Mercedes Zubieta","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02138328871022966,"gpt":0.2717145268923695,"spread":0.2503312381821398,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001047279,0.0001210364,0.0001423159,0.0007718296,0.001315202,0.001231127,0.0001454013,0.0001737205,0.001835598],"category_scores_gemma":[0.002127735,0.0001489535,0.00006873927,0.0009494536,0.001528113,0.0005426081,0.0007163918,0.0003927031,0.00005577057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001907002,"about_ca_system_score_gemma":0.0009736518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1490638,"about_ca_topic_score_gemma":0.2408539,"domain_scores_codex":[0.9996648,0.0001593186,0.00001248952,0.00005177988,0.00004045838,0.00007110444],"domain_scores_gemma":[0.9993514,0.000232062,0.0001814302,0.00004643357,0.0001252882,0.00006333626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004620264,0.0001304439,0.8084846,0.0001636314,0.00003621198,0.00030473,0.1363166,0.0002483339,0.007423263,0.00572106,0.0004520736,0.04025702],"study_design_scores_gemma":[0.00000794271,0.00008126883,0.9267556,0.00006730969,0.00001629011,0.00004329884,0.06963382,0.0002061064,0.0002288668,0.0005457868,0.002403497,0.00001024545],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979033,0.0001711408,0.00008466533,0.0000879401,0.000002509601,0.000004438634,0.00001430144,0.000001144897,0.001730484],"genre_scores_gemma":[0.9995111,0.0001190264,0.00005585912,0.000007941911,0.00000154516,0.000003450495,0.00001042794,5.34716e-7,0.0002901059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1490638,"threshold_uncertainty_score":0.2963923,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413804180","doi":"10.21500/19002386.7427","title":"Alexitimia y violencia de pareja en universitarios: El rol predictor de la comunicación familiar","year":2025,"lang":"es","type":"article","venue":"Psychologia","topic":"Attachment and Relationship Dynamics","field":"Psychology","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":"","keywords":"Psychology; Humanities; Art","authors":[{"name":"Diego Arturo Nuñez Cotrina","is_ca":false},{"name":"Richard Irvin Salirrosas Cabada","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008429538623558872,"gpt":0.4001375731493718,"spread":0.3917080345258129,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002071338,0.0006748681,0.0007651012,0.001919787,0.001176958,0.002558574,0.001018746,0.0007731318,0.006853817],"category_scores_gemma":[0.01007004,0.0003481375,0.00133331,0.002046284,0.001237421,0.001227181,0.002967563,0.001481588,0.0006413938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002054357,"about_ca_system_score_gemma":0.002323772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02708439,"about_ca_topic_score_gemma":0.03703377,"domain_scores_codex":[0.9978169,0.0006479417,0.000203673,0.0002451804,0.0006728378,0.0004133889],"domain_scores_gemma":[0.9919192,0.002229647,0.002950497,0.0004316804,0.0008979484,0.001571034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009958437,0.0002455755,0.9841181,0.0001073228,0.0001221644,0.0001424908,0.003594308,0.0001307702,0.0002777327,0.0002612,0.000176297,0.01072435],"study_design_scores_gemma":[0.000005260938,0.0001460227,0.9942012,0.00006099737,0.0000597405,0.00009418402,0.00437382,0.0003585692,0.0001369848,0.0001234571,0.000425,0.00001470498],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967095,0.0002211617,0.0002371146,0.0001429478,0.00001738374,0.00003161643,0.0001340761,0.0000120822,0.002494161],"genre_scores_gemma":[0.9984626,0.0001908799,0.0002811415,0.00001815635,0.00001304333,0.00003499762,0.0001285562,0.000003913181,0.0008667354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02708439,"threshold_uncertainty_score":0.05385345,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}