{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"71e8dd41e071","filters":{"venue":"bie3: Boletín IEEE"}},"results":[{"id":"W2752221457","doi":"","title":"Los resultados de la Cumbre Climática de Marrakech: antecedentes y perspectivas","year":2017,"lang":"es","type":"article","venue":"bie3: Boletín IEEE","topic":"Quality of Life Measurement","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science; Summit; Welfare economics; Geography; Humanities; Physical geography; Economics; Philosophy","authors":[{"name":"Miguel Ángel Muñoz Rodríguez","is_ca":false},{"name":"Antonio Erias Rodríguez","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06250019264594243,"gpt":0.4211778767318956,"spread":0.3586776840859532,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.006935873,0.0004684344,0.0005770333,0.0001373008,0.003061453,0.002117264,0.002074944,0.0006051356,0.0003501508],"category_scores_gemma":[0.004727671,0.0004996416,0.0003844729,0.0001826801,0.002453615,0.0004453024,0.000226162,0.0007273973,0.0007664519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009599925,"about_ca_system_score_gemma":0.00113647,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008283572,"about_ca_topic_score_gemma":0.001266211,"domain_scores_codex":[0.9938,0.001819928,0.0005938497,0.0008336744,0.001551449,0.001401102],"domain_scores_gemma":[0.9962913,0.0006407187,0.0006598032,0.00148467,0.0002992243,0.0006242688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009664765,0.003730153,0.3802913,0.001134368,0.001173313,0.0008398161,0.08035588,0.00003440081,0.1556103,0.09662666,0.2521263,0.02711098],"study_design_scores_gemma":[0.004686487,0.0004233549,0.4196719,0.002525326,0.0005579064,0.00007158845,0.03345661,0.0003077788,0.02185396,0.01245206,0.5016351,0.002357925],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6694099,0.0007767072,0.0004097952,0.03596535,0.00168636,0.0008642394,0.0001547861,0.0002886255,0.2904442],"genre_scores_gemma":[0.9879322,0.001476258,0.001070298,0.0006075629,0.00259267,0.00003914,0.000002499549,0.00007024926,0.006209124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3185223,"threshold_uncertainty_score":0.9997455,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2787981775","doi":"","title":"El valor de un título: el Tratado de Prohibición del Arma Nuclear y su impacto en el régimen de no proliferación.","year":2017,"lang":"es","type":"article","venue":"bie3: Boletín IEEE","topic":"Nuclear Issues and Defense","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Disarmament; Political science; Philosophy; Law","authors":[{"name":"Ignacio Cartagena Núñez","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01765133003868811,"gpt":0.3358344315280225,"spread":0.3181831014893344,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002229157,0.0006944435,0.0007705787,0.0001550085,0.002563618,0.00197392,0.001920403,0.0007924523,0.0006736352],"category_scores_gemma":[0.0007902809,0.0006824706,0.0004815464,0.0002024545,0.001002308,0.0008625412,0.0003014096,0.0008335451,0.002884918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006030961,"about_ca_system_score_gemma":0.001011007,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01299818,"about_ca_topic_score_gemma":0.0003743553,"domain_scores_codex":[0.9944785,0.0007012769,0.0006616832,0.0009430664,0.0009436085,0.002271921],"domain_scores_gemma":[0.9963119,0.0002000121,0.0006182352,0.001425768,0.0002590806,0.001184989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005241205,0.005817328,0.2917509,0.001698189,0.001942137,0.002788792,0.1929573,0.0002398416,0.1797989,0.08235686,0.1436769,0.09173172],"study_design_scores_gemma":[0.005673937,0.001823905,0.302557,0.001173255,0.001007212,0.0002660603,0.008577963,0.007268031,0.01061357,0.01440497,0.6428008,0.003833247],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9460063,0.0003611496,0.00006006438,0.005707724,0.0008782693,0.0009993505,0.0001376864,0.0002923973,0.04555703],"genre_scores_gemma":[0.9883308,0.001336375,0.002218408,0.001422938,0.003381773,0.00004075692,0.00000732222,0.0002212824,0.003040363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4991239,"threshold_uncertainty_score":0.9995626,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2739287325","doi":"","title":"La adenda al Protocolo de Montreal: un paso más en la lucha contra el cambio climático","year":2016,"lang":"es","type":"article","venue":"bie3: Boletín IEEE","topic":"Environmental Policies and Emissions","field":"Environmental 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":"Political science; Humanities; Geography; Art","authors":[{"name":"María del Mar Hidalgo García","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005735326675068296,"gpt":0.2529486458324067,"spread":0.2472133191573384,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005854488,0.0005517661,0.0004444793,0.00005803792,0.00036203,0.0001411245,0.0007062836,0.0005207648,0.003095613],"category_scores_gemma":[0.00008018275,0.0004020474,0.0002547338,0.0001580553,0.001122834,0.0002706594,0.0004078533,0.0004172679,0.002273737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005956765,"about_ca_system_score_gemma":0.00006006158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00300555,"about_ca_topic_score_gemma":0.0001704201,"domain_scores_codex":[0.996384,0.000521795,0.0005284744,0.0007824535,0.0005757511,0.001207492],"domain_scores_gemma":[0.9978502,0.0004774683,0.0002217744,0.0007258098,0.000005504352,0.0007191946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002365038,0.001311411,0.1890835,0.00008587881,0.0001572534,0.0003169812,0.001412019,0.00009864911,0.5680465,0.000794007,0.07920877,0.1592486],"study_design_scores_gemma":[0.002032662,0.0002695038,0.5183374,0.0003433697,0.00008557286,0.0001098704,0.0002779872,0.0001080461,0.02874348,0.0003988117,0.4486363,0.000657049],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9428278,0.0001988397,0.0002841763,0.009808452,0.0002693121,0.004067696,0.0004965442,0.000156364,0.04189086],"genre_scores_gemma":[0.9886591,0.001468987,0.0003051588,0.001611544,0.0003057133,0.001047818,0.000006370657,0.0001007453,0.006494516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5393029,"threshold_uncertainty_score":0.9998431,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2752649994","doi":"","title":"Grandes tendencias políticas y sociales de interés para la seguridad y la defensa. Perspectivas europeas y norteamericanas. Javier Jordán Enamorado","year":2017,"lang":"es","type":"article","venue":"bie3: Boletín IEEE","topic":"Law, Ethics, and AI Impact","field":"Business, Management and Accounting","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":"Political science; Humanities; Alliance; European union; Business; Philosophy; International trade; Law","authors":[{"name":"Javier Jordán Enamorado","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06969945878240784,"gpt":0.3331137309497414,"spread":0.2634142721673335,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.00178059,0.0008941438,0.001006711,0.0003710382,0.002159929,0.005791714,0.001677184,0.0005265563,0.0003797378],"category_scores_gemma":[0.001592223,0.0008464697,0.0006721988,0.0002971813,0.003338706,0.001823893,0.000578668,0.001171297,0.001284367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002401551,"about_ca_system_score_gemma":0.0004740624,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008225774,"about_ca_topic_score_gemma":0.0007485518,"domain_scores_codex":[0.9956797,0.0003399829,0.0007289927,0.001036564,0.000832619,0.001382133],"domain_scores_gemma":[0.9963586,0.0004163132,0.001162238,0.001419488,0.0004485788,0.0001947521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009175435,0.002806847,0.5580147,0.003047378,0.002862598,0.003953521,0.006238687,0.00005136087,0.01087899,0.1628473,0.1365985,0.1117827],"study_design_scores_gemma":[0.003700412,0.0001420509,0.5555281,0.001858155,0.00158596,0.0001631259,0.004646544,0.0004288516,0.0007648062,0.01622247,0.4119642,0.002995377],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6722052,0.001457097,0.0005448513,0.01442931,0.001804983,0.0006698192,0.00009937625,0.0004067113,0.3083826],"genre_scores_gemma":[0.9871448,0.0009193527,0.0002110099,0.002023674,0.005151606,0.00002252975,0.00001780619,0.0002280949,0.004281141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3149396,"threshold_uncertainty_score":0.9994932,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2730031850","doi":"","title":"Inteligencia económica y Fuerzas Armadas: ¿una simbiosis necesaria?","year":2016,"lang":"es","type":"article","venue":"bie3: Boletín IEEE","topic":"Defense, Military, and Policy Studies","field":"Economics, Econometrics and Finance","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":"Context (archaeology); Cold war; Political science; Humanities; Economic history; Economy; Politics; History; Art; Law; Economics","authors":[{"name":"Juan Mora Tebas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03616541132166219,"gpt":0.2511234518569698,"spread":0.2149580405353076,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006835994,0.0007695396,0.001319496,0.0005849529,0.0004279556,0.0002084998,0.0008443617,0.0004728111,0.001686591],"category_scores_gemma":[0.0004613509,0.0007128302,0.000635463,0.0004984347,0.0005032035,0.0004292573,0.0002500513,0.0003180318,0.01566884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003273632,"about_ca_system_score_gemma":0.0001063674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001015334,"about_ca_topic_score_gemma":0.0002566827,"domain_scores_codex":[0.9955654,0.00007938938,0.001595406,0.001304456,0.0001342402,0.001321177],"domain_scores_gemma":[0.9971317,0.0004677413,0.0006736142,0.0012187,0.0001295991,0.0003786492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003308082,0.0009594475,0.3359399,0.0007731752,0.002307364,0.00007759844,0.0033646,0.00001717943,0.00201032,0.1089057,0.4910757,0.05423823],"study_design_scores_gemma":[0.001584033,0.0003870438,0.06441577,0.0004492925,0.0001071712,0.00001292315,0.0003462755,0.00007103592,0.003352497,0.01621977,0.9113983,0.001655911],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7847494,0.03271563,0.0006774747,0.01515757,0.008775161,0.0008193237,0.004223807,0.0002619508,0.1526196],"genre_scores_gemma":[0.9585572,0.02428329,0.0001662292,0.002099657,0.002269828,0.00006463911,0.00001323226,0.0001245831,0.01242136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4203226,"threshold_uncertainty_score":0.9995323,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}