{"meta":{"query_hash":"5874bcecffcc","filters":{"venue":"Revista Tecnología en Marcha"},"cohort_total":7,"direct_labels_cover":0,"predictions_cover":7,"exported":7,"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/5874bcecffcc","api":"https://metacan.xera.ac/api/v1/cohort?venue=Revista+Tecnolog%C3%ADa+en+Marcha"},"results":[{"id":"W1616946206","doi":"","title":"Análisis del sistema radicular del almendro (Dipteryx panamensis –Pitt.– Record & Mell) en la zona norte de Costa Rica","year":2003,"lang":"es","type":"article","venue":"Revista Tecnología en Marcha","topic":"Silkworms and Sericulture Research","field":"Agricultural and Biological Sciences","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":"Forestry; Humanities; Geography; Art","score_opus":0.014813480361101437,"score_gpt":0.24993930084271676,"score_spread":0.23512582048161532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1616946206","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979845,0.00035820372,0.00011964442,0.000010208575,6.831659e-7,0.000010964053,0.000383038,0.000009929863,0.0011227753],"genre_scores_gemma":[0.99830735,0.00018179232,0.0002837846,0.000015673233,8.937159e-7,0.000011317583,0.000356064,0.0000037776165,0.0008391854],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99984884,0.000016918882,0.000009046228,0.00005027286,0.00005237825,0.000022610127],"domain_scores_gemma":[0.99969983,0.000029125897,0.00011917737,0.000019680541,0.00010799294,0.000024225561],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020025582,0.00020661447,0.00021970081,0.0015838019,0.0005574636,0.00066131755,0.0002456703,0.00021199165,0.00093343563],"category_scores_gemma":[0.00027072476,0.00013599484,0.00016092576,0.0015730754,0.00030038372,0.0002226663,0.0003459248,0.0001221725,0.00021127833],"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":[0.00006375269,0.000018439881,0.9285275,0.00020774979,0.00009231871,0.00020647128,0.0018226439,0.00023245295,0.0544246,0.0000963413,0.00012773219,0.014180019],"study_design_scores_gemma":[4.6828825e-7,0.000011180879,0.99885416,0.0000036857443,0.000006720364,0.00004283433,0.00021678451,0.000063325446,0.00033940666,0.0000061727487,0.00045413928,0.0000010522879],"about_ca_topic_score_codex":0.088042624,"about_ca_topic_score_gemma":0.26418358,"teacher_disagreement_score":0.088042624,"about_ca_system_score_codex":0.0008122176,"about_ca_system_score_gemma":0.00035995757,"threshold_uncertainty_score":0.17506033},"labels":[],"label_agreement":null},{"id":"W1713435761","doi":"10.18845/tm.v27i0.2151","title":"Modificación en la manera de calcular la energía total que producen las celdas solares de los sensores remotos de la Universidad de Alberta","year":2014,"lang":"es","type":"article","venue":"Revista Tecnología en Marcha","topic":"Solar Radiation and Photovoltaics","field":"Computer Science","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; Physics; Art","score_opus":0.005056128017271283,"score_gpt":0.2597816562189008,"score_spread":0.2547255282016295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1713435761","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6798995,0.00421382,0.14034419,0.0012318617,0.00035791655,0.00027252937,0.002276507,0.003624939,0.16777878],"genre_scores_gemma":[0.82212144,0.0034356278,0.061416592,0.000110087334,0.000017503671,0.00005510951,0.0010128373,0.0003384101,0.11149237],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99948007,0.000016621374,0.000008324167,0.00006949079,0.0003712925,0.000054274016],"domain_scores_gemma":[0.9996979,0.00004090811,0.00001610385,0.00002282715,0.00020387066,0.000018401559],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035709163,0.00041728694,0.00022371588,0.00059705134,0.0006741828,0.0014492059,0.0007769505,0.0002881767,0.006658645],"category_scores_gemma":[0.00045110265,0.00029207315,0.00033338746,0.0010286816,0.00041159513,0.00045356908,0.00033127927,0.00039091843,0.00099756],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00074956357,0.000099957724,0.025741512,0.00062840985,0.00005391852,0.00032110346,0.0010025497,0.03467229,0.5426374,0.0067836335,0.010445428,0.37686422],"study_design_scores_gemma":[0.000084398955,0.0003412813,0.13963151,0.00018234628,0.00019433533,0.0003448047,0.0025312952,0.04902125,0.5942674,0.0014670691,0.21180598,0.00012847918],"about_ca_topic_score_codex":0.41982967,"about_ca_topic_score_gemma":0.6754913,"teacher_disagreement_score":0.41982967,"about_ca_system_score_codex":0.0049250103,"about_ca_system_score_gemma":0.0037049549,"threshold_uncertainty_score":0.834772},"labels":[],"label_agreement":null},{"id":"W2559831002","doi":"10.18845/tm.v29i6.2905","title":"Cuantificación del Transporte de Sedimentos en el río La Estrella, Limón, Costa Rica","year":2016,"lang":"es","type":"article","venue":"Revista Tecnología en Marcha","topic":"Historical and socio-economic studies of Spain and related regions","field":"Economics, Econometrics and Finance","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":"Queen's University","funders":"","keywords":"Humanities; Physics; Philosophy","score_opus":0.015376812072101632,"score_gpt":0.23688502279841261,"score_spread":0.221508210726311,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2559831002","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98634964,0.0008329812,0.0004629578,0.00015757747,0.000006462702,0.000038680337,0.0023623267,0.000049035403,0.009740432],"genre_scores_gemma":[0.9941738,0.000533173,0.00064893404,0.000045992463,0.0000035585003,0.000035397712,0.0008545082,0.0000139161975,0.0036906886],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99987364,0.000016532475,0.000008229995,0.000044418735,0.000039038976,0.000018114028],"domain_scores_gemma":[0.999746,0.000030851996,0.000057065477,0.000013642683,0.00013393958,0.000018417246],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000271075,0.00025196536,0.00019962271,0.0010940759,0.0005539958,0.0007832193,0.0004213439,0.00030250353,0.0012291132],"category_scores_gemma":[0.0005443751,0.00011896253,0.00019133805,0.0025431241,0.00036939766,0.00023539198,0.0005778251,0.00014135406,0.0002506944],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009719971,0.0000325627,0.9581872,0.00027095465,0.000114716946,0.00044597525,0.00264268,0.002006371,0.006472209,0.0003142859,0.0008717872,0.028544063],"study_design_scores_gemma":[0.0000020905557,0.000007464823,0.9960867,0.0000194595,0.000011891475,0.000027443497,0.0008770207,0.000578114,0.0003164017,0.000020571682,0.0020492754,0.0000036159129],"about_ca_topic_score_codex":0.54724926,"about_ca_topic_score_gemma":0.73247063,"teacher_disagreement_score":0.54724926,"about_ca_system_score_codex":0.0025247291,"about_ca_system_score_gemma":0.0016343902,"threshold_uncertainty_score":0.9108342},"labels":[],"label_agreement":null},{"id":"W2560666695","doi":"","title":"Evaluación del sistema de tratamiento de aguas residuales del Instituto Tecnológico de Costa Rica.","year":2016,"lang":"es","type":"article","venue":"Revista Tecnología en Marcha","topic":"Water Quality Monitoring and Analysis","field":"Environmental Science","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; Chemistry; Philosophy","score_opus":0.025552328331277435,"score_gpt":0.30418394181466885,"score_spread":0.2786316134833914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2560666695","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9868738,0.0031831267,0.0017676634,0.00024107087,0.000012952127,0.00025571056,0.0011479605,0.00009581943,0.006421949],"genre_scores_gemma":[0.98551106,0.0018473035,0.0058164475,0.00018726339,0.000011486741,0.00019230002,0.0013642886,0.000019965808,0.0050498666],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99944526,0.00013798827,0.000025990059,0.00010846701,0.00021256748,0.000069706926],"domain_scores_gemma":[0.9994491,0.00005426902,0.00014446133,0.000044853725,0.0002615727,0.000045848523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011439518,0.00051784643,0.00042394275,0.00057615794,0.0004364236,0.000795805,0.0005108721,0.0003535392,0.0006305511],"category_scores_gemma":[0.0008123275,0.00012174429,0.00028823962,0.00083617435,0.0002893699,0.00019607905,0.00042800544,0.00025466504,0.0001618801],"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":[0.0017930804,0.00083849573,0.2988531,0.0012521151,0.00032883818,0.00023883207,0.0018692632,0.0046997974,0.46108216,0.00035612896,0.00199539,0.22669272],"study_design_scores_gemma":[0.000056720775,0.0035671447,0.89187276,0.0001288206,0.00033974435,0.000107651176,0.0012958979,0.004618545,0.07993538,0.00014624052,0.017898824,0.000032279804],"about_ca_topic_score_codex":0.107187524,"about_ca_topic_score_gemma":0.13869828,"teacher_disagreement_score":0.107187524,"about_ca_system_score_codex":0.0019269557,"about_ca_system_score_gemma":0.0017419826,"threshold_uncertainty_score":0.2131272},"labels":[],"label_agreement":null},{"id":"W2587656803","doi":"10.18845/tm.v29i4.3041","title":"Estimación del potencial metanogénico de la codornaza considerando las variables de dilución, adición de nutrientes y codigestión","year":2017,"lang":"es","type":"article","venue":"Revista Tecnología en Marcha","topic":"Environmental and Ecological Studies","field":"Energy","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":"Optech (Canada)","funders":"","keywords":"Humanities; Physics; Art","score_opus":0.013221914145089655,"score_gpt":0.279244588561214,"score_spread":0.2660226744161243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2587656803","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9769696,0.0030081228,0.014828904,0.0000771281,0.000039437724,0.00008139083,0.0012724408,0.00007576785,0.0036471428],"genre_scores_gemma":[0.97935015,0.0027914827,0.008395518,0.000050270985,0.000011170323,0.000120042605,0.0012336036,0.000053824377,0.007993969],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99954224,0.000055123674,0.000022972961,0.0001479294,0.00019329085,0.000038511458],"domain_scores_gemma":[0.9993544,0.00023240203,0.00013844405,0.000046933314,0.00020105547,0.00002676139],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007438464,0.0005709635,0.00063212094,0.0005221594,0.00019227607,0.0010045058,0.0003247586,0.0004993725,0.0018512231],"category_scores_gemma":[0.0012068575,0.00022643719,0.0010510675,0.0007218159,0.00016257788,0.00041130604,0.00038656904,0.00040995577,0.00048024044],"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":[0.0037844004,0.00050709327,0.24985337,0.0018214309,0.0009136523,0.00037219393,0.00038494106,0.04733669,0.48949438,0.00085158803,0.0007587324,0.20392145],"study_design_scores_gemma":[0.00007571161,0.0043258234,0.47674367,0.00035150975,0.0015183504,0.00037192812,0.0010025218,0.0781771,0.41770655,0.0011167355,0.018417403,0.00019276726],"about_ca_topic_score_codex":0.011514209,"about_ca_topic_score_gemma":0.014714683,"teacher_disagreement_score":0.011514209,"about_ca_system_score_codex":0.0008115991,"about_ca_system_score_gemma":0.0009073391,"threshold_uncertainty_score":0.022894382},"labels":[],"label_agreement":null},{"id":"W3043631547","doi":"10.18845/tm.v33i6.5286","title":"A new method to predict average flow velocity and conveyance capacity of meandering streams","year":2020,"lang":"en","type":"article","venue":"Revista Tecnología en Marcha","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Instituto Tecnológico de Costa Rica; Queen's University","keywords":"STREAMS; Flow resistance; Flow (mathematics); Geology; Hydrology (agriculture); Alluvium; Crossover; Geotechnical engineering; Bedform; Open-channel flow; Flow conditions; Mechanics; Stream bed; Environmental science; Geometry; Geomorphology; Mathematics; Sediment transport; Physics; Sediment; Computer science","score_opus":0.017026494449686666,"score_gpt":0.24171562153685314,"score_spread":0.22468912708716648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3043631547","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.033459075,0.00015548551,0.9634,0.000029713756,0.000042646363,0.00006448916,0.00022847002,0.0015099628,0.0011101288],"genre_scores_gemma":[0.4692367,0.00044315914,0.5255401,0.000030190133,0.000065488144,0.00033198146,0.0005650047,0.00016426892,0.0036230097],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99976057,0.000039715494,0.000017752622,0.00008179175,0.000084930325,0.000015237396],"domain_scores_gemma":[0.9995671,0.00022292517,0.000050654184,0.000038741247,0.000101536294,0.00001906159],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044144876,0.0007896176,0.0005904599,0.0016283272,0.0002836231,0.00066170533,0.00071108463,0.0007657216,0.0016205689],"category_scores_gemma":[0.0016321035,0.00033892723,0.0006137547,0.0007598454,0.00024030606,0.0010497981,0.00031284388,0.00060090766,0.0005498407],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016594134,0.00018256107,0.020352522,0.0002196155,0.000114872644,0.00017094979,0.0001780233,0.49707884,0.052855607,0.007220768,0.0013792141,0.42008117],"study_design_scores_gemma":[0.000007924066,0.00004656442,0.0019896885,0.000007541846,0.00001247788,0.000046709683,0.000009324721,0.9910495,0.004799358,0.00059052254,0.0014253536,0.000014973598],"about_ca_topic_score_codex":0.004839968,"about_ca_topic_score_gemma":0.0030505569,"teacher_disagreement_score":0.004839968,"about_ca_system_score_codex":0.00051010714,"about_ca_system_score_gemma":0.0007615743,"threshold_uncertainty_score":0.009623587},"labels":[],"label_agreement":null},{"id":"W4289333791","doi":"10.18845/tm.v35i7.6334","title":"Evaluación de la producción energética para el sistema fotovoltaico con microinversores instalado en el edificio de rectoría del Tecnológico de Costa Rica","year":2022,"lang":"es","type":"article","venue":"Revista Tecnología en Marcha","topic":"Photovoltaic System Optimization Techniques","field":"Energy","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; Physics; Art","score_opus":0.013217022500999619,"score_gpt":0.3092690373920018,"score_spread":0.2960520148910022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4289333791","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98923475,0.00024174534,0.004248672,0.000049386945,0.000006015821,0.00004143315,0.00032175938,0.00009995465,0.0057561696],"genre_scores_gemma":[0.99027914,0.00033568987,0.003181092,0.000022838947,0.0000012824294,0.00003704823,0.00033248734,0.000027408201,0.0057830033],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99975914,0.000027679609,0.00001011358,0.000044274177,0.00012222871,0.000036472855],"domain_scores_gemma":[0.99977475,0.000040581504,0.000019923424,0.000028196871,0.000121345714,0.00001525992],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043583885,0.00046405,0.00030424586,0.00038468486,0.00040026693,0.00071437925,0.00034195508,0.0002933706,0.002104356],"category_scores_gemma":[0.0003055353,0.00018107695,0.0005282769,0.00068785145,0.0002512922,0.00033238492,0.00030359652,0.00026597455,0.00037604198],"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":[0.001221722,0.0002888387,0.0773544,0.0010749401,0.000164915,0.0006127511,0.0008442171,0.12800968,0.6514581,0.00092155446,0.0011514751,0.13689739],"study_design_scores_gemma":[0.00007622779,0.0021349916,0.37184754,0.00011282822,0.0003355008,0.00015965715,0.0019767298,0.08285376,0.5169783,0.0003855894,0.023075001,0.00006379617],"about_ca_topic_score_codex":0.03632578,"about_ca_topic_score_gemma":0.07768119,"teacher_disagreement_score":0.03632578,"about_ca_system_score_codex":0.0013785069,"about_ca_system_score_gemma":0.00075194344,"threshold_uncertainty_score":0.07222867},"labels":[],"label_agreement":null}]}