{"meta":{"query_hash":"740678e9d02b","filters":{"venue":"ESPACIOS"},"cohort_total":12,"direct_labels_cover":0,"predictions_cover":12,"exported":12,"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/740678e9d02b","api":"https://metacan.xera.ac/api/v1/cohort?venue=ESPACIOS"},"results":[{"id":"W3005658177","doi":"","title":"The impact of international financial reporting standards on Canadian accounting quality [Impacto de los estándares internacionales de información financiera en la calidad contable canadiense]","year":2017,"lang":"es","type":"article","venue":"ESPACIOS","topic":"Accounting and Financial Management","field":"Business, Management and Accounting","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":"Business; International Financial Reporting Standards; Accounting; Quality (philosophy); Accounting information system; Finance","score_opus":0.01706964840333566,"score_gpt":0.3339970309968983,"score_spread":0.3169273825935627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005658177","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":[0.9500188,0.00014005005,0.00024435265,0.002277126,0.0010339988,0.00043613074,0.00076103647,0.000050780727,0.045037687],"genre_scores_gemma":[0.99672735,0.00012985001,0.00006237549,0.0005499073,0.0016932946,0.000032764157,0.000045600922,0.000058080645,0.00070078793],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99547195,0.0001035336,0.0016576899,0.00048114278,0.00090838375,0.001377266],"domain_scores_gemma":[0.99259114,0.00044465694,0.0048558866,0.00094517757,0.0010185058,0.0001446116],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.010530654,0.0005425803,0.0007143734,0.00048894837,0.0023701482,0.0038452493,0.0015842809,0.00032383212,0.00013119243],"category_scores_gemma":[0.033382896,0.0004499745,0.000515078,0.00021910157,0.00035168766,0.0015706812,0.00053872535,0.00074856967,0.00002407213],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004289167,0.000078018915,0.90674585,0.00033491012,0.00025679066,0.00021221339,0.00081598986,0.000622114,0.00007741583,0.044736635,0.0168881,0.02880302],"study_design_scores_gemma":[0.0005709556,0.00004506974,0.75960636,0.0008919238,0.0000660968,0.000013470115,0.00037713858,0.0020172747,0.000058602283,0.00063433574,0.23528254,0.00043624654],"about_ca_topic_score_codex":0.683968,"about_ca_topic_score_gemma":0.39129496,"teacher_disagreement_score":0.29267305,"about_ca_system_score_codex":0.0024279163,"about_ca_system_score_gemma":0.0033618892,"threshold_uncertainty_score":0.9997952},"labels":[],"label_agreement":null},{"id":"W3107848458","doi":"10.48082/espacios-a20v41n45p07","title":"Impacto de la comercialización de futuros sobre el índice Colcap en la volatilidad asimétrica del mercado de acciones en Colombia","year":2020,"lang":"es","type":"article","venue":"ESPACIOS","topic":"Market Dynamics and Volatility","field":"Economics, Econometrics and Finance","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":"Impact","funders":"","keywords":"Humanities; Economics; Philosophy","score_opus":0.011860879519796058,"score_gpt":0.2608932429963891,"score_spread":0.24903236347659305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3107848458","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":[0.9617537,0.0015437782,0.008830906,0.0054734554,0.00032161543,0.0007642018,0.0014927395,0.0001544948,0.019665094],"genre_scores_gemma":[0.99317336,0.0028532569,0.0013633785,0.0013222563,0.0005871931,0.000064391854,0.00005744732,0.00012924956,0.00044948954],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99576086,0.00096147857,0.0010592415,0.00093300716,0.00015178631,0.0011336172],"domain_scores_gemma":[0.99594986,0.0018651453,0.0006492357,0.0006235195,0.0000842472,0.00082800287],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003168857,0.00061474385,0.0011377912,0.00031510968,0.00036288262,0.0006090037,0.00087065104,0.0010644185,0.0008619849],"category_scores_gemma":[0.0022981947,0.00077529333,0.00045516854,0.0008158594,0.00019957998,0.0003570341,0.00036161495,0.0011423012,0.00015997766],"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":[0.0005292891,0.00038054926,0.95199883,0.00045998118,0.00031690442,0.00007721538,0.008728188,0.0001963398,0.00032691812,0.028527327,0.004682717,0.0037757156],"study_design_scores_gemma":[0.0011096636,0.0002313615,0.58145654,0.00005753133,0.000096135416,0.000027467513,0.00044124608,0.28831846,0.00006423235,0.005506549,0.12197632,0.0007145154],"about_ca_topic_score_codex":0.00082869956,"about_ca_topic_score_gemma":0.00008995578,"teacher_disagreement_score":0.37054232,"about_ca_system_score_codex":0.0008253625,"about_ca_system_score_gemma":0.0005335556,"threshold_uncertainty_score":0.9994698},"labels":[],"label_agreement":null},{"id":"W3116521671","doi":"10.48082/espacios-a20v41n50p09","title":"Análisis de las falencias del sector apicultor en la provincia del Guayas","year":2020,"lang":"es","type":"article","venue":"ESPACIOS","topic":"Agricultural and Food Production Studies","field":"Agricultural and Biological Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ASTER","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.024270244562773824,"score_gpt":0.22022594810850282,"score_spread":0.195955703545729,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3116521671","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":[0.9455498,0.0035070854,0.000023695498,0.048045028,0.00026066127,0.000519957,0.00026031246,0.00028591635,0.001547584],"genre_scores_gemma":[0.98964417,0.00062148605,0.00038712792,0.0021115793,0.0036011285,0.00005220307,0.00003982005,0.0000058317246,0.0035366265],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9974019,0.00035387388,0.00039830778,0.0008087751,0.00039432247,0.000642828],"domain_scores_gemma":[0.99886227,0.00021679858,0.00020746932,0.00009767131,0.0002087195,0.00040708724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002648749,0.00047360256,0.00049457676,0.00001780056,0.0005337289,0.00022834743,0.00046096678,0.00033345248,0.0005963929],"category_scores_gemma":[0.00039916023,0.0001858097,0.00030771544,0.0007097349,0.00017139532,0.0002915995,0.0003128781,0.00043082517,0.00068897114],"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":[0.00049190765,0.0013842295,0.12109821,0.00058477244,0.0009947235,0.00018745942,0.025081342,0.00007317306,0.4416825,0.003980686,0.31524825,0.08919275],"study_design_scores_gemma":[0.0004425159,0.0009051056,0.5157775,0.000088368,0.00018164482,0.0000530856,0.008776906,0.00011221623,0.008417787,0.000072262075,0.4642329,0.0009397008],"about_ca_topic_score_codex":0.0002634617,"about_ca_topic_score_gemma":0.0001817222,"teacher_disagreement_score":0.4332647,"about_ca_system_score_codex":0.000086776075,"about_ca_system_score_gemma":0.000040997766,"threshold_uncertainty_score":0.885556},"labels":[],"label_agreement":null},{"id":"W3155127187","doi":"10.48082/espacios-a21v42n07p02","title":"Do racismo à valorização da diversidade na educação brasileira","year":2021,"lang":"pt","type":"article","venue":"ESPACIOS","topic":"Race, Identity, and Education in Brazil","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":"Institute of Particle Physics","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.05527168901497919,"score_gpt":0.3515744681119115,"score_spread":0.2963027790969323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3155127187","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":[0.71014506,0.0057688165,0.0003233014,0.028530747,0.046140637,0.0007447407,0.00014477025,0.00030159668,0.20790035],"genre_scores_gemma":[0.77188313,0.0006962474,0.000087296095,0.00077698904,0.002479333,0.000021166989,0.000035660694,0.000039374965,0.22398081],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957199,0.0006552112,0.0005118605,0.00094047276,0.0011896247,0.0009829359],"domain_scores_gemma":[0.9973157,0.0003602467,0.00030913707,0.00084825093,0.0005224447,0.0006442135],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008287233,0.00039417483,0.00047295872,0.0002125077,0.003473144,0.0013086104,0.0008242559,0.000419072,0.013920258],"category_scores_gemma":[0.0011899953,0.0004685386,0.0003938197,0.0015722209,0.00074680534,0.00092335115,0.0003162432,0.0005660908,0.006472596],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027611606,0.00096858013,0.16337948,0.00018544424,0.00025817554,0.00011871479,0.3092757,0.000015157069,0.00040129296,0.015370667,0.5016668,0.008332444],"study_design_scores_gemma":[0.0012650617,0.00010938008,0.13954747,0.00030949133,0.00046559516,0.000035482553,0.38485172,0.00006937411,0.001070987,0.0054573156,0.46510947,0.0017086616],"about_ca_topic_score_codex":0.0007575469,"about_ca_topic_score_gemma":0.0005233178,"teacher_disagreement_score":0.07557606,"about_ca_system_score_codex":0.00039737433,"about_ca_system_score_gemma":0.0016598516,"threshold_uncertainty_score":0.99977666},"labels":[],"label_agreement":null},{"id":"W3167276159","doi":"10.48082/espacios-a21v42n11p01","title":"Fatores que contribuem para a evasão escolar em cursos de nível superior","year":2021,"lang":"pt","type":"article","venue":"ESPACIOS","topic":"Evasion and Academic Success Factors","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":"Cascades (Canada)","funders":"","keywords":"Psychology; Humanities; Philosophy","score_opus":0.051842949787336376,"score_gpt":0.3568317790049315,"score_spread":0.3049888292175951,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3167276159","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":[0.97339517,0.006260206,0.0002836958,0.013866126,0.0018601044,0.0006021302,0.00020040637,0.00021957682,0.0033125812],"genre_scores_gemma":[0.9764066,0.0015239826,0.00007678489,0.0023096686,0.0008846611,0.000051563744,0.000018345912,0.000049455055,0.018678982],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99517703,0.0011797465,0.00058863213,0.00076754834,0.0010044414,0.001282619],"domain_scores_gemma":[0.9975365,0.0006292517,0.00023233447,0.00046854533,0.00034626384,0.0007871103],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012460757,0.00043689113,0.00067186874,0.000121367586,0.00090323534,0.00046883538,0.0007053223,0.0008376951,0.004930475],"category_scores_gemma":[0.0026998487,0.000439037,0.00040479633,0.0009284301,0.0003626827,0.0005400346,0.00020741308,0.0010031,0.0009550583],"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":[0.0002449448,0.0011825128,0.3778292,0.0003749601,0.00075622485,0.0014900316,0.42789114,0.000037675905,0.04649469,0.03480187,0.09458607,0.014310689],"study_design_scores_gemma":[0.0025256984,0.00013842732,0.04115164,0.00068098755,0.00027033215,0.000042438547,0.22519684,0.00042131505,0.033168256,0.00091239094,0.6939921,0.0014995799],"about_ca_topic_score_codex":0.00069453736,"about_ca_topic_score_gemma":0.003364605,"teacher_disagreement_score":0.599406,"about_ca_system_score_codex":0.00040093972,"about_ca_system_score_gemma":0.0018731565,"threshold_uncertainty_score":0.9998228},"labels":[],"label_agreement":null},{"id":"W3194746810","doi":"10.48082/espacios-a21v42n15p04","title":"Um estudo sobre as abordagens da teoria dos campos conceituais nas pesquisas de ensino de probabilidade e estatística no Brasil","year":2021,"lang":"pt","type":"article","venue":"ESPACIOS","topic":"Chemistry Education and Research","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":"Selkirk College","funders":"","keywords":"Humanities; Philosophy; Mathematics","score_opus":0.03128515452486093,"score_gpt":0.36833405375481737,"score_spread":0.33704889922995646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3194746810","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":[0.85093683,0.00079478836,0.00011220242,0.037174378,0.0026307458,0.0011654856,0.00013352436,0.00022783298,0.10682422],"genre_scores_gemma":[0.8677565,0.00058044854,0.0007026722,0.00093103026,0.0018618699,0.00007968024,0.000056603036,0.000062163694,0.12796907],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9944361,0.0010089716,0.00053445593,0.0009885282,0.0012074918,0.00182445],"domain_scores_gemma":[0.9956113,0.00094199873,0.00020600265,0.0008099106,0.0010861723,0.0013445796],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014645137,0.00045536962,0.00051210634,0.00008491492,0.0012137521,0.0007722319,0.000715289,0.0005649913,0.008535602],"category_scores_gemma":[0.006494629,0.00047777977,0.00029023454,0.0011096499,0.0010967694,0.00019196389,0.00025511795,0.0010172175,0.0021877182],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032972003,0.0033342629,0.048454877,0.0013026934,0.00066477776,0.0017092177,0.44640094,0.00007416615,0.27016887,0.019335333,0.19929747,0.008927654],"study_design_scores_gemma":[0.0020062986,0.00027524852,0.006411934,0.00044741278,0.00026948363,0.00027455206,0.18946585,0.00041852985,0.08032069,0.001784623,0.7167638,0.001561551],"about_ca_topic_score_codex":0.0014665445,"about_ca_topic_score_gemma":0.0013890781,"teacher_disagreement_score":0.51746637,"about_ca_system_score_codex":0.0010948388,"about_ca_system_score_gemma":0.013376304,"threshold_uncertainty_score":0.99976736},"labels":[],"label_agreement":null},{"id":"W3201540078","doi":"10.48082/espacios-a21v42n17p06","title":"A matemática na área Ciências Agrárias: Contextos e conteúdos","year":2021,"lang":"pt","type":"article","venue":"ESPACIOS","topic":"Soil Management and Crop Yield","field":"Agricultural and Biological 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":"Compute Canada","funders":"","keywords":"Humanities; Philosophy","score_opus":0.03278847186181154,"score_gpt":0.24237813362165667,"score_spread":0.20958966175984511,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201540078","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":[0.89035666,0.0042489273,0.000034011686,0.030727826,0.0024290383,0.0007906114,0.00015025961,0.00030458008,0.0709581],"genre_scores_gemma":[0.91150576,0.0003148494,0.000015776293,0.0029615238,0.0007461932,0.000036052494,0.00007683374,0.000005834151,0.08433717],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99720263,0.00024499808,0.00048588566,0.0007837206,0.00049160427,0.00079117616],"domain_scores_gemma":[0.99871886,0.00033182697,0.00019198249,0.0002667563,0.00019714376,0.00029344915],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002906157,0.0004276074,0.0005361378,0.000028712153,0.00041139027,0.0004451263,0.00047609897,0.00030890756,0.012087333],"category_scores_gemma":[0.00033150674,0.00021149234,0.00037326713,0.0006873873,0.000150975,0.00021232263,0.00035170422,0.0003225709,0.0027182002],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005856543,0.0023104933,0.07141824,0.0004231341,0.0012405982,0.0025527736,0.005433346,0.000006658253,0.13102126,0.03105251,0.44914126,0.30481407],"study_design_scores_gemma":[0.0026740865,0.0012423788,0.22548185,0.0007768096,0.0005195758,0.000077917946,0.046683,0.000560965,0.020741096,0.0013628587,0.69744205,0.0024373988],"about_ca_topic_score_codex":0.00021795274,"about_ca_topic_score_gemma":0.0010461494,"teacher_disagreement_score":0.3023767,"about_ca_system_score_codex":0.000051676147,"about_ca_system_score_gemma":0.000041148243,"threshold_uncertainty_score":0.9980583},"labels":[],"label_agreement":null},{"id":"W4220953016","doi":"10.48082/espacios-a22v43n02p01","title":"Encuentros Pedagógicos Abiertos: Una estrategia para fortalecer la lectura y la escritura","year":2022,"lang":"es","type":"article","venue":"ESPACIOS","topic":"Educational Innovations and Technology","field":"Computer Science","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":"Impact","funders":"","keywords":"Humanities; Art","score_opus":0.020859147862937473,"score_gpt":0.30761696300859637,"score_spread":0.2867578151456589,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220953016","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":[0.86506563,0.0015175681,0.035142016,0.057837013,0.002228979,0.001104816,0.00015015832,0.00080281595,0.036151033],"genre_scores_gemma":[0.99235225,0.000050527608,0.004346018,0.0007793321,0.00017798912,0.00032988744,0.00005046031,0.000035412548,0.0018781344],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99730194,0.00031892324,0.00048029659,0.00074988196,0.0005569605,0.00059198507],"domain_scores_gemma":[0.998135,0.0003929621,0.00026205624,0.0009070136,0.000194356,0.00010864315],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00053132104,0.00035132305,0.00030745508,0.0004715015,0.0008038619,0.00064132677,0.001345328,0.00020670984,0.00095263834],"category_scores_gemma":[0.00010135221,0.0003673257,0.0001462522,0.0018518592,0.00028495648,0.0004129354,0.00059767405,0.0010304024,0.00016620579],"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":[0.000010855081,0.00042138668,0.003137603,0.000035257643,0.00007269623,0.00008974537,0.0011635431,0.00018910167,0.002979684,0.9756893,0.0058630006,0.010347849],"study_design_scores_gemma":[0.0014866419,0.000734741,0.037619397,0.00010616149,0.00008708462,0.0016101954,0.0026013942,0.012898414,0.0033881834,0.07935042,0.8585839,0.0015334173],"about_ca_topic_score_codex":0.000078273944,"about_ca_topic_score_gemma":0.0000047910853,"teacher_disagreement_score":0.8963389,"about_ca_system_score_codex":0.00016928957,"about_ca_system_score_gemma":0.0007736052,"threshold_uncertainty_score":0.9999606},"labels":[],"label_agreement":null},{"id":"W4221046273","doi":"10.48082/espacios-a22v43n02p02","title":"Às claras ou clandestinamente: dilemas científicos da observação enquanto técnica de coleta de dados","year":2022,"lang":"pt","type":"article","venue":"ESPACIOS","topic":"Business and Management Studies","field":"Decision 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":"Discovery Air (Canada)","funders":"","keywords":"Philosophy; Humanities","score_opus":0.1596864220219788,"score_gpt":0.3773021952002428,"score_spread":0.21761577317826397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221046273","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":[0.5778396,0.012685625,0.23427871,0.13246123,0.014011319,0.00815784,0.0013617276,0.0010440451,0.01815988],"genre_scores_gemma":[0.9641491,0.0002972407,0.0005253725,0.0040388624,0.00013110023,0.0005510041,0.000028518414,0.00006379427,0.030214967],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9925478,0.0009280819,0.0010606695,0.0013997366,0.0025701025,0.0014935943],"domain_scores_gemma":[0.9961707,0.00089599146,0.0006840502,0.0015766915,0.00026729846,0.00040526476],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0044962405,0.00060535443,0.0008621198,0.00047844718,0.0024080856,0.0008279052,0.002256177,0.000149995,0.0048778304],"category_scores_gemma":[0.0014049491,0.00055958563,0.00040306148,0.0021634502,0.0002815663,0.0004105815,0.0035629421,0.00078109925,0.0006197752],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011255215,0.0036493402,0.3140898,0.0004002939,0.0009544072,0.0016923976,0.025969978,0.00869044,0.0016404215,0.041845612,0.48381463,0.11612714],"study_design_scores_gemma":[0.002780828,0.00070882885,0.0542085,0.00013973919,0.00038608513,0.00007258421,0.028414,0.057878617,0.000081681625,0.0027042504,0.85140413,0.0012207832],"about_ca_topic_score_codex":0.00026365917,"about_ca_topic_score_gemma":0.000109457054,"teacher_disagreement_score":0.3863095,"about_ca_system_score_codex":0.00057383504,"about_ca_system_score_gemma":0.00042143822,"threshold_uncertainty_score":0.9996856},"labels":[],"label_agreement":null},{"id":"W4280583660","doi":"10.48082/espacios-a22v43n04p01","title":"Medios y formatos efectivos para la comunicación de la ciencia en estudiantes de pregrado","year":2022,"lang":"es","type":"article","venue":"ESPACIOS","topic":"Climate Change Communication and Perception","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":"Monsanto (Canada)","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.14784887617922374,"score_gpt":0.441065813002653,"score_spread":0.2932169368234293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280583660","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":[0.8673159,0.0012143415,0.00013404095,0.013589837,0.00021512661,0.00075056223,0.00012437014,0.00025354343,0.11640227],"genre_scores_gemma":[0.983693,0.014303436,0.0002508174,0.00057506224,0.00017451501,0.00030260583,0.000031015057,0.000029610133,0.00063994655],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99329704,0.0050271386,0.0002839655,0.00026698847,0.00056370307,0.00056113565],"domain_scores_gemma":[0.9968393,0.0020811178,0.00020017708,0.0005969473,0.00005486771,0.00022759408],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0040274197,0.0002179251,0.0002751372,0.00015443633,0.0018849534,0.00025005825,0.0010809625,0.00020513908,0.0016692012],"category_scores_gemma":[0.00060573674,0.00023777333,0.0001838749,0.0006502194,0.00058650103,0.00025818776,0.0006410083,0.0007896769,0.00013234167],"study_design_candidate":"qualitative","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":[0.00013552119,0.0015054764,0.11878261,0.00017698028,0.00013685811,0.00004712686,0.7553993,0.00013374432,0.006687363,0.061656192,0.010689429,0.04464942],"study_design_scores_gemma":[0.0010273146,0.00020201069,0.08575726,0.00011949022,0.000088929475,0.00009128567,0.12508453,0.0020916022,0.00014045111,0.0015143637,0.7833733,0.0005094378],"about_ca_topic_score_codex":0.0008035579,"about_ca_topic_score_gemma":0.0005672547,"teacher_disagreement_score":0.77268386,"about_ca_system_score_codex":0.0007196116,"about_ca_system_score_gemma":0.0003739886,"threshold_uncertainty_score":0.99941444},"labels":[],"label_agreement":null},{"id":"W4380787245","doi":"10.48082/espacios-a23v44n04p04","title":"Estado del arte, técnicas de mejoramiento y estabilización para rellenos antrópicos","year":2023,"lang":"es","type":"article","venue":"ESPACIOS","topic":"Concrete and Cement Materials Research","field":"Engineering","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":"Cégep de Jonquière","funders":"","keywords":"Humanities; Art","score_opus":0.03113291335101246,"score_gpt":0.30226190614129395,"score_spread":0.27112899279028146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380787245","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":[0.98677135,0.0009151238,0.0006575943,0.0017725058,0.00058582035,0.00080228894,0.000114960196,0.00094649394,0.007433873],"genre_scores_gemma":[0.9920144,0.004215118,0.00019689114,0.00009858568,0.00042045274,0.00013714457,0.00008441461,0.00015396872,0.0026790458],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99649405,0.00022587969,0.00056074566,0.0005881319,0.00065392524,0.0014772862],"domain_scores_gemma":[0.99815804,0.00032882526,0.00007415994,0.00090687256,0.00009973814,0.00043237346],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008679014,0.00046387443,0.0005203359,0.0003936949,0.00021096168,0.00042470105,0.00051104376,0.0003134565,0.0016071219],"category_scores_gemma":[0.00026826785,0.0004964209,0.0001994785,0.000976594,0.00011237916,0.00024359504,0.00030043913,0.00042020058,0.008033359],"study_design_candidate":"bench_or_experimental","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":[0.00037163307,0.00024065856,0.018859243,0.002961754,0.0006979944,0.0016816893,0.0050391797,0.0065772696,0.8571281,0.012201098,0.07248889,0.021752493],"study_design_scores_gemma":[0.0037681384,0.00089998916,0.026564071,0.001100798,0.00029644617,0.00009710085,0.0020129138,0.16874321,0.19719575,0.001208287,0.59545875,0.00265454],"about_ca_topic_score_codex":0.00011043598,"about_ca_topic_score_gemma":0.000012536084,"teacher_disagreement_score":0.6599324,"about_ca_system_score_codex":0.00023937087,"about_ca_system_score_gemma":0.00015675019,"threshold_uncertainty_score":0.99974877},"labels":[],"label_agreement":null},{"id":"W4387711592","doi":"10.48082/espacios-a23v44n08p06","title":"Impacto de factores exógenos en la transformación digital de las empresas","year":2023,"lang":"es","type":"article","venue":"ESPACIOS","topic":"Business, Innovation, and Economy","field":"Economics, Econometrics and Finance","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":"Impact","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.02076709074477475,"score_gpt":0.23825540394530242,"score_spread":0.21748831320052767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387711592","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":[0.9616017,0.00045351443,0.0015549802,0.0011549449,0.0005495172,0.00022168353,0.0012972184,0.0002005745,0.03296592],"genre_scores_gemma":[0.99331003,0.0012040028,0.000090153735,0.0002389974,0.0005795545,0.0000444175,0.00017882763,0.000086702334,0.0042672907],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977894,0.00002884583,0.00075005594,0.0004823622,0.000057611356,0.00089171284],"domain_scores_gemma":[0.9988485,0.00022554692,0.0002738394,0.00040447418,0.00004934415,0.00019829077],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007111491,0.0003622093,0.00053998694,0.0006450976,0.00020679749,0.00071634725,0.000391507,0.00039919518,0.0007967722],"category_scores_gemma":[0.0001987155,0.0004473596,0.00024707714,0.0008564692,0.00011879405,0.0011940052,0.00006601879,0.00034488217,0.0030217525],"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":[0.00004831069,0.000118592696,0.96298915,0.00026341403,0.00022076712,0.00003151955,0.006445752,0.00034062666,0.00008917739,0.013240272,0.0064855637,0.009726863],"study_design_scores_gemma":[0.0006833093,0.00005813492,0.6752384,0.000051207313,0.000016133905,0.000021675538,0.00040914942,0.0017736681,0.00037714822,0.0052460334,0.31555057,0.0005746299],"about_ca_topic_score_codex":0.00020955638,"about_ca_topic_score_gemma":0.000025958772,"teacher_disagreement_score":0.309065,"about_ca_system_score_codex":0.0002867304,"about_ca_system_score_gemma":0.00018190405,"threshold_uncertainty_score":0.9997978},"labels":[],"label_agreement":null}]}