{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":11,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":11,"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":"7e4c10c0e0fa","filters":{"venue":"Revista Española de Investigaciones Sociológicas"}},"results":[{"id":"W2050850289","doi":"10.2307/40184382","title":"La sociología del siglo XX","year":2001,"lang":"es","type":"article","venue":"Revista Española de Investigaciones Sociológicas","topic":"Social Sciences and Policies","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Art","authors":[{"name":"Emilio Lamo de Espinosa Michels de Champourcin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0428310732170985,"gpt":0.3534603680703765,"spread":0.3106292948532779,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.00479477,0.0007258075,0.001004397,0.0001952629,0.002920937,0.00123463,0.001525837,0.001459099,0.000955867],"category_scores_gemma":[0.001884324,0.0006912468,0.000745421,0.001420107,0.008794753,0.0006190418,0.000316013,0.001150611,0.001077223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008507613,"about_ca_system_score_gemma":0.001474029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004417886,"about_ca_topic_score_gemma":0.000164265,"domain_scores_codex":[0.9915103,0.003455281,0.0009352064,0.0009697812,0.001166579,0.001962836],"domain_scores_gemma":[0.9952449,0.001982874,0.0006776765,0.0006325838,0.0002700638,0.001191909],"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":[0.0000397389,0.0002437167,0.1461091,0.0001550646,0.0001414463,0.0001306447,0.1056366,0.00002466384,0.0008543113,0.7190939,0.01830267,0.009268185],"study_design_scores_gemma":[0.0004953737,0.0001478027,0.02529882,0.0002948943,0.0001834022,0.00004569159,0.0255587,0.0001476755,0.00002950727,0.03087583,0.9159347,0.0009876193],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8813909,0.009302688,0.000154654,0.03475639,0.0005848706,0.0006365361,0.00005962807,0.0004189206,0.07269543],"genre_scores_gemma":[0.960752,0.02698566,0.0006713835,0.00422676,0.00272302,0.0000693211,0.00002079818,0.00007478717,0.004476311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.897632,"threshold_uncertainty_score":0.9999574,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3016554950","doi":"10.5477/cis/reis.170.73","title":"La división de los roles de género en las parejas en las que solo trabaja la mujer en Estados Unidos y España","year":2020,"lang":"es","type":"article","venue":"Revista Española de Investigaciones Sociológicas","topic":"Employment, Labor, and Gender Studies","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Population and Public Health","funders":"","keywords":"Humanities; Political science; Art","authors":[{"name":"Joan García Román","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02928637777843428,"gpt":0.3333357362344596,"spread":0.3040493584560253,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.005394147,0.001279121,0.001706873,0.0002209133,0.001636889,0.001202521,0.001768849,0.00168209,0.000240575],"category_scores_gemma":[0.005076145,0.001265496,0.0008231178,0.001159182,0.002596819,0.000620196,0.0007515073,0.002092051,0.000293822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001154746,"about_ca_system_score_gemma":0.002519936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001205178,"about_ca_topic_score_gemma":0.0006039591,"domain_scores_codex":[0.9819499,0.01171915,0.001292867,0.001573611,0.001247274,0.002217218],"domain_scores_gemma":[0.9909649,0.005478015,0.0007339956,0.0007843837,0.0002827741,0.001755952],"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":[0.0001369617,0.0005915947,0.2337631,0.001798308,0.001215269,0.0006097292,0.3675468,0.0001991001,0.002488879,0.377545,0.009703232,0.004402095],"study_design_scores_gemma":[0.002571275,0.000655614,0.07090622,0.001501809,0.001416162,0.00009899963,0.0808678,0.0006986738,0.001273727,0.01709033,0.8200083,0.002911119],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8919355,0.01225868,0.001265825,0.07920291,0.0002644545,0.001542229,0.0004624855,0.0008932109,0.01217466],"genre_scores_gemma":[0.955484,0.03364272,0.001973109,0.005114906,0.002005914,0.0002298856,0.00005651471,0.00021368,0.001279304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8103051,"threshold_uncertainty_score":0.9999961,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2057707010","doi":"10.2307/40184451","title":"El ojo sociológico","year":2003,"lang":"es","type":"article","venue":"Revista Española de Investigaciones Sociológicas","topic":"Advertising and Communication Studies","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Sociology; Philosophy","authors":[{"name":"Jesús M. de Miguel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04834075516632169,"gpt":0.3577251359142287,"spread":0.309384380747907,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.003599806,0.0007188088,0.00103044,0.000177502,0.003746254,0.0007818824,0.001144276,0.0007714409,0.0004106787],"category_scores_gemma":[0.003097568,0.0007330208,0.0006262439,0.001024664,0.003439609,0.0004304975,0.0002681612,0.001115285,0.001303506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008174621,"about_ca_system_score_gemma":0.001245449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003044951,"about_ca_topic_score_gemma":0.00002145208,"domain_scores_codex":[0.9915799,0.004098122,0.001061273,0.0008909247,0.0009741621,0.001395654],"domain_scores_gemma":[0.9954679,0.001274544,0.000722561,0.001334418,0.00043428,0.00076629],"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":[0.00001530948,0.000256595,0.02889866,0.0001799891,0.0002247876,0.00001727003,0.02615369,0.0000122893,0.0002572063,0.9341744,0.007550154,0.002259666],"study_design_scores_gemma":[0.0007340925,0.0000999419,0.005557402,0.00053377,0.0002732476,0.0000243798,0.01921922,0.00004629362,0.0001194731,0.03909823,0.9332643,0.001029675],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6089211,0.08233123,0.001972393,0.04955833,0.00120387,0.001618219,0.00009557244,0.001237498,0.2530618],"genre_scores_gemma":[0.9599521,0.02891969,0.002382482,0.002510414,0.000532892,0.00009737515,0.00001789804,0.0000962066,0.005490907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9257141,"threshold_uncertainty_score":0.9995121,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2066943754","doi":"10.2307/40184629","title":"Hacia una metodología para el análisis de las trayectorias académicas del alumnado universitario. El caso de las carreras de ciclo largo de la Universidad de Murcia","year":2004,"lang":"es","type":"article","venue":"Revista Española de Investigaciones Sociológicas","topic":"Higher Education Teaching and Evaluation","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"WSP (Canada)","funders":"","keywords":"Humanities; Art","authors":[{"name":"Juan Carlos Solano Lucas","is_ca":false},{"name":"Lola Frutos Balibrea","is_ca":true},{"name":"Gabriel Cárceles Breis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03510825104744102,"gpt":0.3856212293948683,"spread":0.3505129783474273,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00965253,0.0008957341,0.001039198,0.0005127058,0.002831877,0.0008309899,0.001401495,0.00193988,0.0003046299],"category_scores_gemma":[0.00340803,0.001059867,0.0006929425,0.001531356,0.001934082,0.0007662033,0.0001749766,0.002132369,0.000218057],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01255864,"about_ca_system_score_gemma":0.01298048,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02674016,"about_ca_topic_score_gemma":0.0009180048,"domain_scores_codex":[0.98627,0.00825625,0.0008772567,0.001175035,0.00103519,0.002386296],"domain_scores_gemma":[0.9940283,0.002093665,0.0007961071,0.000804486,0.0003992382,0.001878146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002393935,0.000951028,0.3685686,0.000505715,0.0008369391,0.0004562085,0.3162223,0.008449967,0.0128305,0.2794301,0.01020856,0.001300653],"study_design_scores_gemma":[0.00674415,0.000687342,0.453377,0.002392364,0.004068615,0.0006377263,0.1027833,0.002407837,0.005173923,0.09518892,0.3221794,0.00435939],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9746708,0.003808774,0.004592816,0.01285316,0.0003513856,0.0006453734,0.0001209795,0.0004564209,0.002500262],"genre_scores_gemma":[0.9808915,0.003016433,0.01147437,0.001762755,0.001442839,0.00004318875,0.00009822279,0.0001345676,0.001136077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3119708,"threshold_uncertainty_score":0.9993558,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387985008","doi":"10.5477/cis/reis.183.77","title":"La experiencia del trabajo a distancia durante el confinamiento en Cataluña: una aproximación desde la perspectiva de género","year":2023,"lang":"es","type":"article","venue":"Revista Española de Investigaciones Sociológicas","topic":"Labor Law and Work Dynamics","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"WSP (Canada)","funders":"","keywords":"Humanities; Coronavirus disease 2019 (COVID-19); Sociology; Art; Medicine","authors":[{"name":"Sara Moreno","is_ca":true},{"name":"Vicent Borràs Catalá","is_ca":true},{"name":"Irene Cruz","is_ca":true},{"name":"Sergi Porcel López","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01399164389532199,"gpt":0.336864413894406,"spread":0.322872769999084,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.005040793,0.001020127,0.001226699,0.0003433296,0.002028178,0.001295399,0.001461225,0.001429055,0.0001247651],"category_scores_gemma":[0.002688071,0.001027993,0.0007356749,0.002749669,0.003790852,0.0006094605,0.0003800346,0.001572209,0.0003792526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002228081,"about_ca_system_score_gemma":0.002532365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002215488,"about_ca_topic_score_gemma":0.0003378047,"domain_scores_codex":[0.9898382,0.004093193,0.001097421,0.001449622,0.001293177,0.002228413],"domain_scores_gemma":[0.9944588,0.002324396,0.0006045947,0.000956805,0.0003731276,0.001282282],"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":[0.00009822008,0.000290275,0.02241263,0.0005412214,0.0001942615,0.0007026598,0.1369123,0.00006030917,0.002530965,0.8333802,0.001575736,0.001301227],"study_design_scores_gemma":[0.005772233,0.0005995005,0.1073849,0.005407919,0.001422769,0.0004920657,0.2480076,0.01263113,0.0007913434,0.1188841,0.4917838,0.006822605],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758508,0.00275868,0.001164237,0.007872927,0.0003163446,0.001024093,0.0004180747,0.0009760689,0.00961876],"genre_scores_gemma":[0.9867764,0.007989381,0.0006466268,0.0007410333,0.0008202604,0.0002606339,0.0001453703,0.0002028434,0.002417488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7144961,"threshold_uncertainty_score":0.9998673,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392520534","doi":"10.5477/cis/reis.49.123","title":"El folklore y sus paradojas","year":2024,"lang":"es","type":"article","venue":"Revista Española de Investigaciones Sociológicas","topic":"Cultural and Mythological Studies","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Barrick Gold (Canada)","funders":"","keywords":"Folklore; Sociology; Humanities; Philosophy; Anthropology","authors":[{"name":"Honorio Manuel Velasco Maíllo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05728525146887844,"gpt":0.3026411851331449,"spread":0.2453559336642665,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006480291,0.0008208757,0.0009631004,0.0001387525,0.001481041,0.003979039,0.000471388,0.000423072,0.00245405],"category_scores_gemma":[0.0003340858,0.0005679931,0.0008240651,0.000196124,0.002090698,0.0004236524,0.0003334242,0.0009964382,0.003025418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00031743,"about_ca_system_score_gemma":0.0001737845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001838312,"about_ca_topic_score_gemma":0.00002153593,"domain_scores_codex":[0.9962523,0.0003846546,0.0008329578,0.0009782374,0.0004828195,0.001069028],"domain_scores_gemma":[0.9981695,0.0005743978,0.0001799273,0.0004257005,0.0001846462,0.0004657876],"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":[0.00002939368,0.00009297595,0.001387859,0.001563942,0.0003859055,0.0005202231,0.01652433,0.000002388055,0.0004588105,0.9284061,0.04709419,0.003533942],"study_design_scores_gemma":[0.0002353353,0.0002438762,0.002197499,0.001477845,0.0004689482,0.0001074477,0.004017272,0.0001479121,0.00006424015,0.02303582,0.9671161,0.0008877665],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7173375,0.2075877,0.00003267358,0.03485575,0.001226274,0.0008073274,0.0004087904,0.001223492,0.03652048],"genre_scores_gemma":[0.9565968,0.01255379,0.0001160372,0.001750464,0.00400856,0.0001158778,0.00009913707,0.00008768482,0.02467168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9200218,"threshold_uncertainty_score":0.9998189,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2800679907","doi":"10.5477/cis/reis.163.3","title":"Gobernanza regional de la inversión extranjera directa en Canadá, España y Reino Unido","year":2018,"lang":"es","type":"article","venue":"Revista Española de Investigaciones Sociológicas","topic":"Extractivism and Socioeconomic Issues","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Political science; Humanities; Geography; Art","authors":[{"name":"María del Carmen González Menéndez","is_ca":false},{"name":"Phil Almond","is_ca":false},{"name":"Gregor Murray","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01887789482908004,"gpt":0.3344481942965695,"spread":0.3155702994674895,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.005856378,0.0008503874,0.001101666,0.0002681891,0.002324374,0.001156549,0.001482622,0.001588471,0.0009644793],"category_scores_gemma":[0.00169205,0.0009288163,0.000600402,0.0006440722,0.007135926,0.0008220932,0.0002543036,0.001459236,0.0008245739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002506591,"about_ca_system_score_gemma":0.003793847,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01884601,"about_ca_topic_score_gemma":0.001233404,"domain_scores_codex":[0.9898019,0.005360883,0.0009769056,0.001230027,0.0008356734,0.001794539],"domain_scores_gemma":[0.9935865,0.003010998,0.0007762575,0.000921546,0.0003271184,0.001377544],"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":[0.0001404593,0.0003012116,0.06967948,0.0003763801,0.0004481893,0.0002155862,0.1438752,0.000009463848,0.002854607,0.7249238,0.05380859,0.003367006],"study_design_scores_gemma":[0.000923932,0.0002079964,0.01920112,0.00069174,0.0003124118,0.00008520542,0.0112462,0.0002903471,0.0003819839,0.01582735,0.9495607,0.001270996],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9147185,0.005470674,0.0001882017,0.0276758,0.0006099805,0.0006794599,0.0001051956,0.0003810209,0.05017119],"genre_scores_gemma":[0.9691243,0.01211753,0.002292697,0.003563169,0.004699085,0.00004887167,0.00004406202,0.0001487827,0.007961563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8957521,"threshold_uncertainty_score":0.9999534,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387960858","doi":"10.5477/cis/reis.184.3","title":"Cambios sociopsicológicos determinantes desde la perspectiva de género durante la pandemia de COVID-19","year":2023,"lang":"es","type":"article","venue":"Revista Española de Investigaciones Sociológicas","topic":"Health and Lifestyle Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"WSP (Canada)","funders":"","keywords":"Humanities; Coronavirus disease 2019 (COVID-19); Political science; Latin Americans; Sociology; Philosophy; Medicine","authors":[{"name":"Arta Antonovica","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08320548819130626,"gpt":0.4540398498277733,"spread":0.3708343616364671,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.01201968,0.001365362,0.002105938,0.0006672403,0.005688101,0.0004414748,0.001116387,0.002720683,0.0003321493],"category_scores_gemma":[0.02399988,0.001321444,0.0008544278,0.001705505,0.0026842,0.0003558638,0.0008048984,0.004556389,0.0016324],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004565999,"about_ca_system_score_gemma":0.01365997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002126008,"about_ca_topic_score_gemma":0.0001445044,"domain_scores_codex":[0.9776891,0.01324474,0.002161334,0.001634389,0.0009150416,0.004355338],"domain_scores_gemma":[0.9771046,0.01586265,0.001231534,0.00121644,0.0004431147,0.004141626],"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":[0.0003623039,0.0003552796,0.6428869,0.01562328,0.0004822143,0.002413446,0.1345773,0.0000603131,0.002843982,0.09901308,0.09994718,0.001434711],"study_design_scores_gemma":[0.004503657,0.0004134671,0.2815647,0.005182592,0.0008046847,0.0007153595,0.07029564,0.002322506,0.0001117028,0.00976014,0.6219353,0.00239021],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9115265,0.007651994,0.0005518052,0.07242624,0.0005198121,0.002573264,0.0005812657,0.00173229,0.002436857],"genre_scores_gemma":[0.9467444,0.02660434,0.001506653,0.01778724,0.00224855,0.0009984941,0.0001041688,0.0003440601,0.00366202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5219882,"threshold_uncertainty_score":0.9999097,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392747203","doi":"10.5477/cis/reis.37.41","title":"Bourdieu y su consideración social del lenguaje","year":2024,"lang":"es","type":"article","venue":"Revista Española de Investigaciones Sociológicas","topic":"Cultural and political discourse analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre Casa","funders":"","keywords":"Sociology; Humanities; Gender studies; Philosophy","authors":[{"name":"Verónica Muñoz Dardé","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04668398052662338,"gpt":0.3782661064707485,"spread":0.3315821259441252,"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","insufficient_payload"],"category_scores_codex":[0.001823713,0.0007634913,0.001118347,0.0002475145,0.00226752,0.003806356,0.0006599355,0.0008885019,0.002141676],"category_scores_gemma":[0.0009427425,0.0006624463,0.001440363,0.001329402,0.003151208,0.0007385333,0.0002250481,0.001245015,0.00295678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007238992,"about_ca_system_score_gemma":0.001469271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0017786,"about_ca_topic_score_gemma":0.00009938351,"domain_scores_codex":[0.9934558,0.001606688,0.001029727,0.001106778,0.001096901,0.001704129],"domain_scores_gemma":[0.9969225,0.001083776,0.0002382107,0.0004186291,0.0002757624,0.001061136],"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":[0.00001542435,0.0001104672,0.001432463,0.0007648488,0.0005659102,0.0002773256,0.02544601,0.00000464804,0.0005926033,0.9378545,0.02837169,0.004564166],"study_design_scores_gemma":[0.0003221102,0.00008450603,0.002077653,0.001013892,0.001621999,0.00005146504,0.0147062,0.0007124263,0.00009129652,0.05821355,0.9198238,0.001281085],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.716159,0.04303821,0.0001542021,0.1984992,0.0009369705,0.0007423609,0.0005017836,0.0009585932,0.03900971],"genre_scores_gemma":[0.976045,0.005310476,0.0001923766,0.003244978,0.004781447,0.00005119841,0.00009908311,0.00008921814,0.01018629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8914521,"threshold_uncertainty_score":0.9995826,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392083632","doi":"10.5477/cis/reis.96.21","title":"Sociología del siglo XX","year":2024,"lang":"es","type":"article","venue":"Revista Española de Investigaciones Sociológicas","topic":"Employment, Labor, and Gender Studies","field":"Social 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":"Political science; Sociology; Humanities; Philosophy","authors":[{"name":"Emilio Lamo de Espinosa Michels de Champourcin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04799788442893245,"gpt":0.356116836639808,"spread":0.3081189522108756,"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":[0.003077218,0.0009308733,0.00114649,0.0002782402,0.002276017,0.001548347,0.0009961076,0.001014367,0.0005130755],"category_scores_gemma":[0.001043555,0.0008664618,0.0008580349,0.001104311,0.004394203,0.0005790443,0.000413623,0.001260474,0.002025507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000998952,"about_ca_system_score_gemma":0.001661862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006082259,"about_ca_topic_score_gemma":0.00005842782,"domain_scores_codex":[0.9927911,0.001796307,0.001080734,0.001480728,0.001046109,0.001805051],"domain_scores_gemma":[0.9963315,0.001473263,0.0003289038,0.0007337795,0.000297463,0.000835061],"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":[0.00001850822,0.00018262,0.02562745,0.001529887,0.0008686134,0.0002262692,0.1090437,0.00001229963,0.0008593216,0.7862451,0.07121592,0.004170277],"study_design_scores_gemma":[0.0004245599,0.0002297455,0.006826473,0.001370274,0.0006589567,0.00002197151,0.01961304,0.0002698265,0.0001259415,0.05795028,0.9111608,0.001348176],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6207453,0.262985,0.0007368061,0.08046242,0.002824154,0.001424125,0.0003663184,0.001782439,0.02867346],"genre_scores_gemma":[0.925161,0.05814062,0.0009509891,0.003147537,0.003248434,0.0001518424,0.00005431851,0.0001495867,0.00899564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8399448,"threshold_uncertainty_score":0.9994881,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392297394","doi":"10.5477/cis/reis.81.99","title":"Una apreciación retórica de un clásico sociológico","year":2024,"lang":"es","type":"article","venue":"Revista Española de Investigaciones Sociológicas","topic":"Marxism and Critical Theory","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Saint Mary's University","funders":"","keywords":"Humanities; Philosophy","authors":[{"name":"Michael A. Overington","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02480361461823713,"gpt":0.2853608549275891,"spread":0.260557240309352,"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","insufficient_payload"],"category_scores_codex":[0.002748872,0.001153538,0.00126082,0.0003611539,0.00166509,0.005265339,0.001019059,0.000961562,0.007678217],"category_scores_gemma":[0.0008485439,0.001067517,0.001188868,0.0003235598,0.003440958,0.0006700034,0.0003994965,0.00212569,0.003082717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008090093,"about_ca_system_score_gemma":0.0009692976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001015143,"about_ca_topic_score_gemma":0.000003673719,"domain_scores_codex":[0.9927319,0.001723632,0.001345123,0.00142682,0.0007789088,0.001993589],"domain_scores_gemma":[0.9953101,0.00196948,0.0002457345,0.001068237,0.000254224,0.001152204],"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":[0.0000598087,0.0002208968,0.000624172,0.003688665,0.0004328369,0.0005018911,0.0209642,0.000003863708,0.0006464854,0.9428629,0.02150903,0.008485219],"study_design_scores_gemma":[0.0003565728,0.0002060984,0.0002589556,0.002767657,0.0006280468,0.0001160138,0.003424919,0.0009546819,0.0002242286,0.257573,0.7323039,0.001185866],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5840474,0.1795807,0.0020273,0.04565891,0.002537225,0.001903925,0.001605031,0.003137581,0.1795019],"genre_scores_gemma":[0.9689105,0.007568468,0.000716502,0.004687448,0.006037832,0.0001560125,0.0001453609,0.0002981464,0.0114798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7107949,"threshold_uncertainty_score":0.9996346,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}