{"meta":{"query_hash":"08c48d859f24","filters":{"venue":"PAAKAT Revista de Tecnología y 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/08c48d859f24","api":"https://metacan.xera.ac/api/v1/cohort?venue=PAAKAT+Revista+de+Tecnolog%C3%ADa+y+Sociedad"},"results":[{"id":"W1536958065","doi":"","title":"K-Net Project. Preservación de los pueblos indígenas a través de las nuevas tecnologías","year":2012,"lang":"es","type":"article","venue":"PAAKAT Revista de Tecnología y Sociedad","topic":"Educational Technology in Learning","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; ICTS; Persona; Political science; Humanities; Geography; Information and Communications Technology; Art; Law","score_opus":0.029916772525648564,"score_gpt":0.3385709706746384,"score_spread":0.30865419814898987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1536958065","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":[0.9243947,0.029582635,0.019488906,0.015211746,0.0008855794,0.0022386035,0.00009625435,0.0024240303,0.0056775],"genre_scores_gemma":[0.9305964,0.0012404374,0.06173812,0.0018967611,0.0012675179,0.0006834778,0.00003967548,0.000169157,0.0023684695],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9908976,0.0015351233,0.0012040562,0.0015047032,0.00086950033,0.0039890027],"domain_scores_gemma":[0.9944192,0.0011050293,0.00095405086,0.0025162394,0.00035298013,0.0006525097],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.004245656,0.0010678585,0.0011077352,0.00070958526,0.0009511419,0.0009063779,0.0047055166,0.0020390684,0.00021187958],"category_scores_gemma":[0.0033898237,0.0011136994,0.00054781436,0.0022082822,0.0014810498,0.001147067,0.001479031,0.0034802158,0.0005590316],"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":[0.00005507471,0.0015986996,0.6629267,0.0010691972,0.00075940415,0.00013619653,0.012888642,0.000038717997,0.01645187,0.21861257,0.06278618,0.022676779],"study_design_scores_gemma":[0.0022217683,0.0009874873,0.21603921,0.00165368,0.00084918394,0.002969152,0.004911884,0.0076103644,0.017335586,0.016814653,0.72479606,0.00381095],"about_ca_topic_score_codex":0.00036482894,"about_ca_topic_score_gemma":0.000012996888,"teacher_disagreement_score":0.6620099,"about_ca_system_score_codex":0.0020869263,"about_ca_system_score_gemma":0.0030642638,"threshold_uncertainty_score":0.9992565},"labels":[],"label_agreement":null},{"id":"W2563436498","doi":"","title":"The Wall. La Presentación de la persona en Facebook","year":2012,"lang":"es","type":"article","venue":"PAAKAT Revista de Tecnología y Sociedad","topic":"Journalism and Media Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Persona; Humanities; Sociology; Philosophy","score_opus":0.013650407288769494,"score_gpt":0.33952064482434013,"score_spread":0.32587023753557065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2563436498","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34044245,0.13138315,0.00014096823,0.040222906,0.0011497274,0.0019866626,0.00005049241,0.00039896532,0.48422468],"genre_scores_gemma":[0.908757,0.076860815,0.00018428634,0.00058067916,0.0013450183,0.00014556896,0.00000216923,0.000042136304,0.012082328],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9932802,0.003637425,0.00041907598,0.0003159743,0.0006384021,0.0017089603],"domain_scores_gemma":[0.9940779,0.004694845,0.00029589917,0.00039193418,0.000087519504,0.00045189483],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.008074474,0.00037250272,0.00046671275,0.0000522031,0.002225461,0.0007355206,0.0009469003,0.00054109783,0.00015996154],"category_scores_gemma":[0.0022314836,0.00026510455,0.00040282746,0.0002819618,0.0026596012,0.00027545737,0.00031069005,0.0010985464,0.00032478396],"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":[0.000048141723,0.0003129878,0.22094227,0.00019752562,0.0006469673,0.000045469726,0.20312068,5.841263e-7,0.0010387398,0.38621792,0.1366917,0.050737005],"study_design_scores_gemma":[0.0003601633,0.00003525907,0.027849682,0.00011119364,0.00021729482,0.00003798212,0.045265447,0.00000749394,0.00007974071,0.0020253768,0.9236971,0.00031326342],"about_ca_topic_score_codex":0.0006621002,"about_ca_topic_score_gemma":0.00004208153,"teacher_disagreement_score":0.7870054,"about_ca_system_score_codex":0.00059038546,"about_ca_system_score_gemma":0.00053835317,"threshold_uncertainty_score":0.9999801},"labels":[],"label_agreement":null},{"id":"W3015500223","doi":"","title":"Recensión. Desafíos éticos en el escenario mediático digital. Labrador, María José; Carter, Edward. Google: derecho al olvido y desafíos éticos en el escenario mediático digital. Chile, Santiago: RIL editores, Universidad Mayor, 2017, 224 p","year":2018,"lang":"es","type":"article","venue":"PAAKAT Revista de Tecnología y Sociedad","topic":"Communication and COVID-19 Impact","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art","score_opus":0.014374106153093608,"score_gpt":0.3304985512593518,"score_spread":0.3161244451062582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3015500223","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":[0.6953474,0.02487789,0.0046325633,0.1263258,0.018209333,0.013588555,0.0050182855,0.0065570585,0.105443075],"genre_scores_gemma":[0.96590143,0.017604519,0.0011621604,0.0048635863,0.0055089346,0.0001244466,0.00050235196,0.00036966614,0.0039629224],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9854391,0.0024464934,0.0024256827,0.0026174681,0.0030835827,0.0039876625],"domain_scores_gemma":[0.98635435,0.004216061,0.0017247043,0.00416296,0.001359664,0.0021822774],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.0033293855,0.00219331,0.0024936725,0.0007794174,0.0029680007,0.0050931117,0.006325444,0.0023706455,0.0012063341],"category_scores_gemma":[0.008539471,0.002213617,0.001407215,0.0026336832,0.0056430646,0.0030597483,0.0024295172,0.003352436,0.0024630728],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010680695,0.0041959817,0.08110273,0.0010510018,0.0029234854,0.0005134921,0.061742492,0.000013510481,0.0027806698,0.015731024,0.5165601,0.3123175],"study_design_scores_gemma":[0.0036913806,0.000865596,0.014237775,0.0014222275,0.00096364634,0.00014371469,0.013213324,0.0010218148,0.00031227377,0.0013545805,0.9598887,0.002884988],"about_ca_topic_score_codex":0.005051578,"about_ca_topic_score_gemma":0.0013799027,"teacher_disagreement_score":0.44332862,"about_ca_system_score_codex":0.0043101725,"about_ca_system_score_gemma":0.0045017535,"threshold_uncertainty_score":0.999812},"labels":[],"label_agreement":null},{"id":"W3082699581","doi":"10.32870/pk.a10n19.467","title":"Beyond humanist appropriation: agency and co-construction of older adults and digital technology","year":2020,"lang":"en","type":"article","venue":"PAAKAT Revista de Tecnología y Sociedad","topic":"Technology Use by Older Adults","field":"Social Sciences","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":"MacEwan University","funders":"","keywords":"Appropriation; Agency (philosophy); Humanism; Sociology; Aesthetics; Environmental ethics; Art; Epistemology; Philosophy; Social science; Theology","score_opus":0.008861737168314706,"score_gpt":0.25688271284614306,"score_spread":0.24802097567782835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3082699581","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":[0.9828777,0.002256746,0.0006330989,0.008758034,0.000054400683,0.0005837648,0.00003812928,0.0005957063,0.0042024394],"genre_scores_gemma":[0.9964093,0.0005914973,0.0026261122,0.00016904988,0.00008863668,0.000029288956,0.000010741498,0.000019201185,0.000056180794],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99842715,0.0000742866,0.00037463655,0.00050272635,0.00022923741,0.00039198808],"domain_scores_gemma":[0.99915814,0.00007886086,0.0002743608,0.00023124629,0.00012098971,0.00013641852],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026008594,0.00019719178,0.00036489253,0.000133637,0.0004459743,0.00011800138,0.00031918052,0.00049999496,0.000041654657],"category_scores_gemma":[0.00067767676,0.00020550175,0.000061094244,0.00055007706,0.0025545806,0.0002695192,0.00015111975,0.0003589403,0.0000108115455],"study_design_candidate":"theoretical_or_conceptual","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":[0.00006323684,0.000112730864,0.28137946,0.0004001397,0.0001331327,0.000025923879,0.048415575,1.6519894e-7,0.0022585313,0.34826246,0.0012232638,0.31772536],"study_design_scores_gemma":[0.01394802,0.0024391918,0.256213,0.0012812017,0.00076579076,0.0004980988,0.31750962,0.0004268935,0.013027027,0.20010635,0.1890033,0.004781493],"about_ca_topic_score_codex":0.000059363647,"about_ca_topic_score_gemma":0.000030980482,"teacher_disagreement_score":0.31294388,"about_ca_system_score_codex":0.000074572265,"about_ca_system_score_gemma":0.0001241502,"threshold_uncertainty_score":0.94124585},"labels":[],"label_agreement":null}]}