{"meta":{"query_hash":"0bc8c8c3edb0","filters":{"venue":"Polo del Conocimiento"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/0bc8c8c3edb0","api":"https://metacan.xera.ac/api/v1/cohort?venue=Polo+del+Conocimiento"},"results":[{"id":"W2917979517","doi":"10.23857/pc.v3i9.748","title":"Gestión Administrativa Eficiente","year":2018,"lang":"es","type":"article","venue":"Polo del Conocimiento","topic":"Business, Innovation, and Economy","field":"Economics, Econometrics and Finance","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.05120557513635601,"score_gpt":0.2632187197921745,"score_spread":0.21201314465581847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2917979517","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":[0.87728053,0.0024468931,0.0025123067,0.002291027,0.0042802985,0.00039959978,0.0005243942,0.00011010146,0.110154845],"genre_scores_gemma":[0.98692095,0.00031393065,0.0007371457,0.0020674234,0.0015655973,0.000039286868,0.00010797866,0.000074816984,0.008172839],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99649334,0.000025454046,0.0014447707,0.001057904,0.00007357155,0.0009049648],"domain_scores_gemma":[0.9975439,0.00007889488,0.00092377496,0.0008798792,0.0003511901,0.00022240968],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006664833,0.00047978343,0.00076179125,0.0005846165,0.0005333258,0.0004736932,0.0006142856,0.00036934926,0.0043155313],"category_scores_gemma":[0.00021389533,0.00061749865,0.0002159105,0.00090656197,0.0006642326,0.00067884603,0.00018549591,0.00028696272,0.010779758],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008453884,0.00032871607,0.7099725,0.00013732084,0.0001930783,0.000008480734,0.0009130093,0.000010798655,0.00003272095,0.26426008,0.021872388,0.0021863275],"study_design_scores_gemma":[0.0013193022,0.00039713414,0.38196087,0.00008581776,0.000036961595,0.000024886307,0.00024290438,0.003158245,0.00040212693,0.0057739937,0.60554963,0.0010481528],"about_ca_topic_score_codex":0.00079769257,"about_ca_topic_score_gemma":0.0001120708,"teacher_disagreement_score":0.58367723,"about_ca_system_score_codex":0.00027701826,"about_ca_system_score_gemma":0.00017176624,"threshold_uncertainty_score":0.99962765},"labels":[],"label_agreement":null},{"id":"W2941240371","doi":"10.23857/pc.v3i8.652","title":"Marketing digital una nueva estrategia para los emprendedores","year":2018,"lang":"es","type":"article","venue":"Polo del Conocimiento","topic":"Business, Innovation, and Economy","field":"Economics, Econometrics and Finance","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Humanities; Art; Political science","score_opus":0.042465216382795566,"score_gpt":0.261432051731987,"score_spread":0.21896683534919145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2941240371","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":[0.8698673,0.0019072719,0.0010634933,0.00064697786,0.0018359005,0.0003468538,0.0008378612,0.00011171034,0.12338258],"genre_scores_gemma":[0.9924755,0.0003048246,0.00039383108,0.0007115931,0.0016637201,0.00003685913,0.00020936925,0.00009451539,0.004109773],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961936,0.000034366058,0.0015658207,0.0011137427,0.00008409452,0.0010083944],"domain_scores_gemma":[0.9974586,0.00016488391,0.0010431551,0.0008067816,0.000308576,0.0002180155],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00090631837,0.00055336376,0.0007979267,0.0005871008,0.00049082557,0.001293139,0.0006353699,0.0003982427,0.0028786568],"category_scores_gemma":[0.00033807202,0.0007049471,0.0002484917,0.000788946,0.0006216515,0.0016444565,0.00023322218,0.00031222965,0.004858192],"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":[0.00016401388,0.0002340858,0.9257552,0.0002670801,0.00028414078,0.000009557604,0.00046974936,0.000018537612,0.000015495203,0.055862706,0.0105014695,0.0064179404],"study_design_scores_gemma":[0.0016777838,0.00022060054,0.77632654,0.00025838672,0.000043825123,0.000030051722,0.00048705976,0.0054755528,0.00016233293,0.014583316,0.19917041,0.0015641341],"about_ca_topic_score_codex":0.00048210673,"about_ca_topic_score_gemma":0.00006297017,"teacher_disagreement_score":0.18866894,"about_ca_system_score_codex":0.000281804,"about_ca_system_score_gemma":0.00015034914,"threshold_uncertainty_score":0.99974364},"labels":[],"label_agreement":null},{"id":"W4399529394","doi":"10.23857/pc.v9i6.7331","title":"Estrategias para fomentar el aprendizaje activo en el aula de pedagogía Universitaria","year":2024,"lang":"es","type":"article","venue":"Polo del Conocimiento","topic":"Educational Innovations and Technology","field":"Computer Science","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":"Institute for Clinical Evaluative Sciences","funders":"","keywords":"Humanities; Art","score_opus":0.038170843680524945,"score_gpt":0.36555765250097766,"score_spread":0.32738680882045273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399529394","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":[0.76536995,0.003168934,0.15092519,0.05821619,0.0034709494,0.0005024092,0.00015428688,0.0008235044,0.01736857],"genre_scores_gemma":[0.990054,0.00021709222,0.0062180324,0.0005659263,0.00027083207,0.000028949238,0.000057428566,0.000029164303,0.0025585415],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99782157,0.000108767184,0.00037470993,0.00078219385,0.00025551737,0.00065726833],"domain_scores_gemma":[0.9986099,0.0002908225,0.000117153184,0.0006558912,0.00016630259,0.00015991919],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00038357082,0.00032089793,0.0002561846,0.0006901144,0.00029713404,0.0005381855,0.0011234627,0.00030768843,0.00032615484],"category_scores_gemma":[0.000038981776,0.00035404545,0.00013668125,0.0012986443,0.00022235604,0.0008452265,0.00042531363,0.0005132224,0.00047374368],"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":[0.000008205628,0.00015589163,0.0032092233,0.00006438119,0.00020393079,0.00007299602,0.0026264337,0.000102923055,0.00065549364,0.97733074,0.005617039,0.009952734],"study_design_scores_gemma":[0.0012489292,0.0007617349,0.03932559,0.00045876185,0.00041052297,0.0004180145,0.0110059995,0.17397536,0.0034035002,0.26383546,0.50320464,0.0019514869],"about_ca_topic_score_codex":0.0016146193,"about_ca_topic_score_gemma":0.000055446184,"teacher_disagreement_score":0.7134953,"about_ca_system_score_codex":0.00077753956,"about_ca_system_score_gemma":0.0013286949,"threshold_uncertainty_score":0.99989116},"labels":[],"label_agreement":null},{"id":"W4405219375","doi":"10.23857/pc.v9i12.8527","title":"Evaluación del impacto de la integración multisensorial en el desarrollo neurosensorial de niños preescolares: un estudio en el Centro de Desarrollo Neurosensorial y Rehabilitación Integral Úpala Kids","year":2024,"lang":"es","type":"article","venue":"Polo del Conocimiento","topic":"Developmental and Educational Neuropsychology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art","score_opus":0.015697324303521526,"score_gpt":0.3760628558198837,"score_spread":0.3603655315163622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405219375","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":[0.9470922,0.0015315345,0.00049445796,0.004903903,0.039477635,0.0023538172,0.0011630973,0.00071893353,0.0022644445],"genre_scores_gemma":[0.97657186,0.00084438536,0.003952104,0.002961652,0.0126835015,0.0005798402,0.00020510907,0.00052644947,0.0016750963],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98017836,0.009272513,0.0023967333,0.0031750728,0.0011484594,0.0038288916],"domain_scores_gemma":[0.9882183,0.0074851355,0.00054910366,0.0015778287,0.000447991,0.0017216146],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0042321756,0.0020129976,0.0017793851,0.0012073354,0.00073844934,0.0009641797,0.0019287829,0.0020844312,0.0012692559],"category_scores_gemma":[0.0072269873,0.0020476473,0.0013279313,0.0013384754,0.0015035928,0.00059723924,0.00067169825,0.0038931773,0.0010677871],"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":[0.023300504,0.006645831,0.65543866,0.001245913,0.004078152,0.004423435,0.07213719,0.0006647122,0.11836094,0.032866918,0.046122205,0.034715567],"study_design_scores_gemma":[0.015690608,0.0038858259,0.8308689,0.0008505803,0.0021112296,0.00588179,0.0050123916,0.004535476,0.0033778537,0.015862528,0.107907705,0.0040150858],"about_ca_topic_score_codex":0.0036823803,"about_ca_topic_score_gemma":0.00011276603,"teacher_disagreement_score":0.17543028,"about_ca_system_score_codex":0.003066876,"about_ca_system_score_gemma":0.0029062796,"threshold_uncertainty_score":0.99971},"labels":[],"label_agreement":null}]}