{"meta":{"query_hash":"c2e0d3eea482","filters":{"venue":"Población & Sociedad"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"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/c2e0d3eea482","api":"https://metacan.xera.ac/api/v1/cohort?venue=Poblaci%C3%B3n+%26+Sociedad"},"results":[{"id":"W3031948856","doi":"10.19137/pys-2020-270103","title":"Universal Child Allowance and Educational Deprivation in Argentina","year":2020,"lang":"es","type":"article","venue":"Población & Sociedad","topic":"Poverty, Education, and Child Welfare","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":"WSP (Canada)","funders":"","keywords":"Allowance (engineering); Acronym; Poverty; Social deprivation; Psychology; Economic growth; Demographic economics; Socioeconomics; Sociology; Economics","score_opus":0.01332802888426034,"score_gpt":0.2680543969837204,"score_spread":0.2547263680994601,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3031948856","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":[0.99180484,0.00091728027,0.00023532445,0.00019330585,0.00001010873,0.000010097746,0.0015055422,0.000006528224,0.0053170775],"genre_scores_gemma":[0.99811065,0.00038415502,0.000114001596,0.0000113563365,0.000008695207,0.000008305249,0.00092422304,0.0000026486202,0.00043597916],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994012,0.0002047105,0.000034507822,0.00008202163,0.00010327266,0.00017424164],"domain_scores_gemma":[0.9993057,0.00014035116,0.00030310734,0.00004648275,0.0001107492,0.00009359126],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052266003,0.00016830752,0.00032163275,0.00091649627,0.0002859151,0.00046589074,0.0001986871,0.0001218092,0.0021583778],"category_scores_gemma":[0.0017553003,0.00009301173,0.00026061892,0.0011935482,0.0002932182,0.00020421171,0.0007206787,0.00026172627,0.00018241967],"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":[0.0001317877,0.000052112286,0.9892525,0.000043076998,0.00004905839,0.00008176176,0.000428921,0.00035918356,0.00016173428,0.0007484636,0.00057316,0.008118269],"study_design_scores_gemma":[0.00000416291,0.000037484457,0.9976029,0.000022283864,0.000011930379,0.00007752107,0.0003701351,0.0003687826,0.000055334436,0.00011132332,0.0013358842,0.0000023168075],"about_ca_topic_score_codex":0.09969099,"about_ca_topic_score_gemma":0.08592991,"teacher_disagreement_score":0.09969099,"about_ca_system_score_codex":0.0010053948,"about_ca_system_score_gemma":0.00041753743,"threshold_uncertainty_score":0.19822145},"labels":[],"label_agreement":null},{"id":"W3106713141","doi":"10.19137/pys-2020-270206","title":"Impact of Haitian migration on a social housing habitat in Santiago (Chile), from the perception of its residents","year":2020,"lang":"en","type":"article","venue":"Población & Sociedad","topic":"Migration, Education, Indigenous Social Dynamics","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":"Impact","funders":"","keywords":"Ambivalence; Geography; Perception; Exploratory research; Socioeconomics; Population; Habitat; Sociology; Demography; Psychology; Social psychology; Ecology; Social science","score_opus":0.037989454200288146,"score_gpt":0.3446087972094235,"score_spread":0.30661934300913535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3106713141","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":[0.9973356,0.000089089575,0.000034089193,0.00029228037,0.0000049212485,0.000009003074,0.000018747618,9.004633e-7,0.0022154101],"genre_scores_gemma":[0.99917704,0.00014063534,0.00003038049,0.00006031772,0.0000023752625,0.0000104487535,0.000009503633,6.298154e-7,0.0005686255],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99968624,0.0001610625,0.000009998534,0.00002044006,0.000035732337,0.00008650126],"domain_scores_gemma":[0.9996716,0.00012286332,0.00007312803,0.000010402191,0.0000454829,0.00007652016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068246387,0.00014625072,0.00013676079,0.00043194534,0.0022374836,0.0012524351,0.00028310143,0.00035258412,0.0012959618],"category_scores_gemma":[0.001181291,0.00011977285,0.00012174581,0.00036530208,0.0024301857,0.0005713497,0.0018287557,0.0006208651,0.00005085495],"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":[0.00006781946,0.000081568905,0.11929692,0.00018261903,0.000020747262,0.0021700626,0.8639363,0.0001059377,0.0021524248,0.0015022742,0.00089440675,0.009588952],"study_design_scores_gemma":[0.0000024772692,0.00003553457,0.07867036,0.000052275936,0.000004944006,0.00015537655,0.9179686,0.00004020758,0.000102675695,0.00005088,0.0029104059,0.000006237245],"about_ca_topic_score_codex":0.049464814,"about_ca_topic_score_gemma":0.0876471,"teacher_disagreement_score":0.049464814,"about_ca_system_score_codex":0.002144664,"about_ca_system_score_gemma":0.0018424233,"threshold_uncertainty_score":0.0983538},"labels":[],"label_agreement":null},{"id":"W3109314320","doi":"10.19137/pys-2020-270202","title":"To be dependent in the Brazilian Empire: land and labour in court cases","year":2020,"lang":"en","type":"article","venue":"Población & Sociedad","topic":"Colonialism, slavery, and trade","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":"Discovery Air (Canada)","funders":"","keywords":"Context (archaeology); Empire; Law; Dependency (UML); Political science; Sociology; History; Archaeology; Engineering","score_opus":0.0460670006744287,"score_gpt":0.3324465716576227,"score_spread":0.286379570983194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3109314320","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":[0.61606526,0.006122248,0.0016626678,0.044955354,0.0004551419,0.00018408206,0.000095317446,0.0000151831055,0.3304448],"genre_scores_gemma":[0.97618324,0.0018853478,0.00041242858,0.0070614796,0.00012971368,0.000078772995,0.000023494216,0.000018318162,0.014207146],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.98985296,0.0035507826,0.00049355667,0.0008148681,0.0019405908,0.0033472034],"domain_scores_gemma":[0.9821078,0.013792108,0.0010383205,0.000556444,0.0011322617,0.0013730557],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013262363,0.0005118823,0.0008744281,0.0026745852,0.028222635,0.010716594,0.0022149633,0.013842972,0.0058011077],"category_scores_gemma":[0.03282043,0.0008762722,0.000771866,0.0030758786,0.015089776,0.004208698,0.010448577,0.011202513,0.0003855845],"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":[0.000108035245,0.00018518177,0.015450594,0.0002499228,0.00006855772,0.022636145,0.15995671,0.00049131265,0.0015282538,0.7719114,0.014667663,0.01274638],"study_design_scores_gemma":[0.00014607744,0.00013654692,0.047824856,0.0024923075,0.0003093737,0.005622018,0.35712993,0.0025167342,0.0027108775,0.102257684,0.4785858,0.00026783714],"about_ca_topic_score_codex":0.21692967,"about_ca_topic_score_gemma":0.41940928,"teacher_disagreement_score":0.21692967,"about_ca_system_score_codex":0.017745672,"about_ca_system_score_gemma":0.013435781,"threshold_uncertainty_score":0.43133402},"labels":[],"label_agreement":null},{"id":"W4416955947","doi":"10.19137/pys-2025-320206","title":"Between Freedom and Precarisation: Digital Nomadism and Tourism Reconfigurations in Latin America","year":2025,"lang":"pt","type":"article","venue":"Población & Sociedad","topic":"Digital Economy and Work Transformation","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":"University of Alberta","funders":"","keywords":"Latin Americans; Tourism; Government (linguistics); Key (lock); Agency (philosophy)","score_opus":0.018779700555963473,"score_gpt":0.272603727458737,"score_spread":0.25382402690277356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416955947","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":[0.9565977,0.001421637,0.00011779037,0.0028399625,0.000013232285,0.000008264663,0.000052312993,0.0000036579138,0.038945463],"genre_scores_gemma":[0.99846303,0.000331778,0.000024256748,0.0000576497,0.000006269574,0.0000030430826,0.000014562552,0.0000017423549,0.0010976894],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995309,0.00015885108,0.000020414152,0.000052531806,0.000036988386,0.00020039354],"domain_scores_gemma":[0.9988588,0.00041794716,0.00029805314,0.00006455946,0.00010412709,0.00025660897],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013037807,0.00010832904,0.00019522464,0.0016193149,0.0024878914,0.0043031476,0.00033969016,0.0005187545,0.008440102],"category_scores_gemma":[0.0026820886,0.00010890646,0.00020009663,0.002476669,0.0068395333,0.0026053304,0.0039878115,0.000801472,0.0001626742],"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":[0.0004494099,0.00021421435,0.5228311,0.0003144144,0.00005391595,0.0013333443,0.29046023,0.0006326868,0.0010777981,0.12409686,0.0023518198,0.056184307],"study_design_scores_gemma":[0.000024096615,0.000050639403,0.5306884,0.00025049123,0.000018552639,0.00021690449,0.4256467,0.00021263008,0.00012404472,0.012269986,0.030473059,0.000024404479],"about_ca_topic_score_codex":0.04899067,"about_ca_topic_score_gemma":0.095839165,"teacher_disagreement_score":0.04899067,"about_ca_system_score_codex":0.0041343686,"about_ca_system_score_gemma":0.0023284191,"threshold_uncertainty_score":0.09741104},"labels":[],"label_agreement":null}]}