{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"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":"98c2083744c0","filters":{"venue":"Universitas"}},"results":[{"id":"W2199447106","doi":"10.17163/uni.n15.2011.09","title":"Crítica de la educación por competencias","year":2011,"lang":"es","type":"article","venue":"Universitas","topic":"Education and Teacher Training","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Art; Philosophy","authors":[{"name":"Angélica Del Rey","is_ca":false},{"name":"José Sánchez-Parga","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04809801856858438,"gpt":0.3142812542936401,"spread":0.2661832357250558,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004901834,0.0001003873,0.0001069913,0.0001012572,0.0004201038,0.00005909031,0.0003077858,0.000135244,0.008483995],"category_scores_gemma":[0.00009131213,0.0001172221,0.00007759804,0.0002573571,0.0005025198,0.0001787213,0.0000418178,0.000197435,0.000387143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001729273,"about_ca_system_score_gemma":0.0006653226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002530553,"about_ca_topic_score_gemma":0.00005985851,"domain_scores_codex":[0.998937,0.0003397935,0.00008700805,0.0001731186,0.0001613814,0.000301752],"domain_scores_gemma":[0.999372,0.0001328538,0.00006637016,0.0001414182,0.00005942513,0.0002279331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001098393,0.0003146336,0.03960056,0.000009726641,0.00004888041,0.00003555368,0.3096383,2.305683e-7,0.00003278086,0.6348196,0.01253727,0.002951517],"study_design_scores_gemma":[0.0003342132,0.00005770163,0.08335962,0.00004900691,0.0001262504,0.000005158404,0.5314494,0.000008148148,0.00004423036,0.002941078,0.3813908,0.00023435],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2204151,0.00009930177,0.00004551346,0.001554998,0.0003484609,0.00005957424,0.000004671715,0.00006127832,0.777411],"genre_scores_gemma":[0.9928873,0.00009604549,0.001917534,0.0003033531,0.000192197,4.474274e-7,0.000002796754,0.000009223508,0.004591076],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.77282,"threshold_uncertainty_score":0.9924224,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413813742","doi":"10.17163/uni.n43.2025.02","title":"Inteligencia artificial: impactos y desafíos en las contrataciones públicas. Revisión sistemática","year":2025,"lang":"en","type":"article","venue":"Universitas","topic":"Comparative International Legal Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Philosophy","authors":[{"name":"José Antonio Sánchez Chero","is_ca":false},{"name":"Manuel Sánchez‐Chero","is_ca":false},{"name":"Mario Villegas Yarlequé","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01991147425962512,"gpt":0.3638538937956512,"spread":0.3439424195360261,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003103598,0.0001111851,0.0001845738,0.0001776607,0.0005888022,0.00009385098,0.0003506223,0.00006449171,0.0009259497],"category_scores_gemma":[0.0006494879,0.0001129779,0.000100481,0.0004706894,0.0002510828,0.0002658408,0.0001194135,0.0001254585,0.0002211387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004483824,"about_ca_system_score_gemma":0.0002172959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002045103,"about_ca_topic_score_gemma":0.005506534,"domain_scores_codex":[0.9989169,0.0001931052,0.0001690102,0.0002094041,0.0002710314,0.000240613],"domain_scores_gemma":[0.9989775,0.0004346445,0.00006225955,0.0001300418,0.0003180511,0.00007750474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004805312,0.00005183278,0.003164571,0.000009640527,0.0001243593,0.00001671819,0.005762938,0.0000125301,0.0002374628,0.9579077,0.0309919,0.001672341],"study_design_scores_gemma":[0.0002093647,0.0000408036,0.01009714,0.0001312494,0.00008751776,6.315908e-7,0.0378659,0.00006851152,0.0005798742,0.01222725,0.9384684,0.0002233371],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1046553,0.001396506,0.003538455,0.02262598,0.0006823532,0.0005279173,0.00004283719,0.0002184744,0.8663122],"genre_scores_gemma":[0.9932092,0.0001388883,0.00007772712,0.0002706064,0.00012146,0.000002957254,0.000004606035,0.000004058212,0.006170473],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9456804,"threshold_uncertainty_score":0.9999874,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2733428288","doi":"10.17163/uni.n4.2004.04","title":"Tres notas sobre conflictos e interculturalidad en el centro sur de la Amazonia","year":2006,"lang":"es","type":"article","venue":"Universitas","topic":"Indigenous Cultures and History","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Cambridge; York University; University of Michigan","keywords":"Amazon rainforest; Geography; Humanities; Philosophy; Ecology; Biology","authors":[{"name":"Pablo Ortiz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004274122685790843,"gpt":0.241919773305495,"spread":0.2376456506197042,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002566973,0.0002192674,0.0002301811,0.00009843695,0.001187908,0.0002678566,0.0004498132,0.0003307165,0.000763318],"category_scores_gemma":[0.00002600725,0.0002149568,0.0002136039,0.0001940926,0.0005329879,0.0002650544,0.00007200565,0.0002761219,0.0001855556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009837414,"about_ca_system_score_gemma":0.0003134169,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04653297,"about_ca_topic_score_gemma":0.00410288,"domain_scores_codex":[0.9982691,0.0003962814,0.0001578417,0.0002865495,0.0003067245,0.0005835214],"domain_scores_gemma":[0.999325,0.0001182009,0.0001279931,0.0001635403,0.000121892,0.0001433199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001357582,0.0004844476,0.007698089,0.00006987165,0.0001987626,0.0004897537,0.3055243,0.0002090071,0.004051033,0.4063334,0.2732873,0.001518292],"study_design_scores_gemma":[0.0006042328,0.00005540352,0.007632789,0.00004796842,0.0001459066,0.000007454068,0.04661939,0.0000148646,0.0001323723,0.0002277557,0.9442165,0.0002953529],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.514172,0.0009119062,0.00001087779,0.000956319,0.0003467887,0.0002092827,0.0001221743,0.000102297,0.4831684],"genre_scores_gemma":[0.9739803,0.0004852833,0.00006099516,0.0001693,0.0006151884,7.144378e-7,0.00004510058,0.00001635762,0.02462676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6709292,"threshold_uncertainty_score":0.9598163,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6990929138","doi":"","title":"Evaluación de la homogeneidad de la muestra y estudio intralaboratorio de la precisión intermedia en la determinación de a atoxinas en maní de exportación","year":2014,"lang":"es","type":"article","venue":"Universitas","topic":"Pesticide Residue Analysis and Safety","field":"Agricultural and Biological Sciences","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":"Statistical analysis; Factorial analysis; Quarter (Canadian coin); Gas analysis","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.005033800612881213,"gpt":0.2556129456264689,"spread":0.2505791450135876,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004078136,0.0004830256,0.0005936135,0.0001135215,0.0004113634,0.0004018411,0.001005235,0.0008842489,0.0004821187],"category_scores_gemma":[0.001130029,0.0003088882,0.0003855352,0.0006017697,0.0006769167,0.0002737801,0.000323618,0.0007121937,0.00004625114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007601494,"about_ca_system_score_gemma":0.0004732397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008950012,"about_ca_topic_score_gemma":0.0002604174,"domain_scores_codex":[0.9927665,0.004788723,0.0003894232,0.0006343195,0.0003810045,0.001040039],"domain_scores_gemma":[0.9946002,0.004119118,0.0002513024,0.0002612078,0.0001248796,0.0006433019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001943957,0.0004963944,0.8750014,0.00009618692,0.0004411415,0.002010479,0.004171047,0.000346553,0.06001357,0.01239411,0.003207791,0.04162696],"study_design_scores_gemma":[0.000663152,0.0003947028,0.9315118,0.0002386124,0.0008186953,0.0004003577,0.003584525,0.001362442,0.004747178,0.002822382,0.05281331,0.0006428335],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989403,0.0006629797,0.0005071477,0.0004340296,0.00005680215,0.0001679962,0.00009056224,0.00009218072,0.008585291],"genre_scores_gemma":[0.9948114,0.00235884,0.001649271,0.0001841607,0.0005728602,0.000009606923,0.00003204865,0.00001189617,0.0003699305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05651044,"threshold_uncertainty_score":0.9999363,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6926008061","doi":"","title":"Conocimientos, actitudes y práctica del uso y manejo de Plaguicidas por pequeños productores de los Municipios de Chinandega, en el período Septiembre-Octubre del 2006","year":2008,"lang":"es","type":"article","venue":"Universitas","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","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":"Quarter (Canadian coin); Population; Context (archaeology)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0126721096934305,"gpt":0.2577440545740676,"spread":0.2450719448806371,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005868242,0.0007264513,0.0008251024,0.0004675224,0.0008406136,0.00008931527,0.0007721944,0.0006546212,0.001574605],"category_scores_gemma":[0.0007015194,0.0006694006,0.0003662353,0.0004550801,0.0006378015,0.0004598935,0.0003517153,0.001037686,0.0001954797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001486231,"about_ca_system_score_gemma":0.00149948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002939229,"about_ca_topic_score_gemma":0.0001158312,"domain_scores_codex":[0.9961988,0.0003783424,0.000486893,0.001024587,0.0004765829,0.001434841],"domain_scores_gemma":[0.9975429,0.0002192226,0.0003173582,0.0009371059,0.0003467861,0.0006366669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003409487,0.002082244,0.115213,0.001884002,0.00207693,0.004816451,0.01841539,0.000350961,0.5408564,0.003720567,0.3050879,0.002086745],"study_design_scores_gemma":[0.008379264,0.002066474,0.2230574,0.002268026,0.006063731,0.006962708,0.01318889,0.001307784,0.3630942,0.0002312332,0.369941,0.003439338],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792672,0.005920757,0.00005807641,0.00368289,0.0003058161,0.001080467,0.0003779208,0.0001965398,0.009110324],"genre_scores_gemma":[0.9753898,0.003075005,0.002533178,0.001053419,0.001233349,0.000001726618,0.0001142532,0.0001048982,0.01649436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1777622,"threshold_uncertainty_score":0.9995757,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401875138","doi":"10.17163/uni.n41.2024.06","title":"La actividad periodística y los desafíos de su gestión en los Estados Unidos de América y Europa","year":2024,"lang":"en","type":"article","venue":"Universitas","topic":"Media and Digital Communication","field":"Computer Science","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":"Newspaper; Sustainability; Revenue; Business model; Political science; Social media; Business; Marketing; Advertising; Accounting","authors":[{"name":"Paulo Faustino","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009811483699456164,"gpt":0.243161689922398,"spread":0.2333502062229418,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002292839,0.0001357246,0.0001063886,0.0001888861,0.0001224826,0.0003663925,0.001091835,0.00008495073,0.00004507124],"category_scores_gemma":[0.0001456589,0.0001412604,0.00006709214,0.0004714842,0.00008661611,0.0007412503,0.0004595631,0.0002922225,0.0001762453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002654699,"about_ca_system_score_gemma":0.000385687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003485658,"about_ca_topic_score_gemma":0.000005710441,"domain_scores_codex":[0.9988827,0.0002567022,0.00009572428,0.0002793496,0.0001893543,0.0002961392],"domain_scores_gemma":[0.9985304,0.00059921,0.00002867276,0.0005984066,0.00004482511,0.0001984698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004842598,0.0002874772,0.001467893,0.0002154602,0.0001244207,0.002812753,0.01182358,0.0004753768,0.007706543,0.7984759,0.01684886,0.1597133],"study_design_scores_gemma":[0.0009859373,0.0004570894,0.007705304,0.0005306927,0.0002105732,0.0007997604,0.002983979,0.3359984,0.005690883,0.01288863,0.6305483,0.001200445],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1255789,0.00050861,0.5888259,0.003511106,0.0002781597,0.0003071672,0.00003148306,0.0009820808,0.2799766],"genre_scores_gemma":[0.9865927,0.00007860772,0.01244089,0.0001544438,0.00003523509,0.00000224758,0.0000075607,0.00001414667,0.0006741952],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8610138,"threshold_uncertainty_score":0.5760432,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}