{"meta":{"query_hash":"fec9916d1831","filters":{"venue":"Universidad de Lima"},"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/fec9916d1831","api":"https://metacan.xera.ac/api/v1/cohort?venue=Universidad+de+Lima"},"results":[{"id":"W2729332019","doi":"10.26439/ulima.tesis/3215","title":"Estudio de prefactibilidad para la instalación de una planta de producción de helado de fresa enriquecido con fitoesteroles y omega ácidos","year":2015,"lang":"es","type":"dissertation","venue":"Universidad de Lima","topic":"Business, Innovation, and Economy","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":"Impact","funders":"","keywords":"Humanities; Physics; Philosophy","score_opus":0.020780604473104793,"score_gpt":0.2516554496979315,"score_spread":0.23087484522482674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2729332019","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":[0.99316794,0.0022579434,0.0018592129,0.00006483179,0.00003612954,0.00005162161,0.00021997857,0.000020455454,0.0023218042],"genre_scores_gemma":[0.9826711,0.002344464,0.003689869,0.00010243089,0.00001310444,0.00006613845,0.00026099358,0.000038981776,0.010812989],"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9997552,0.00003621767,0.000013366843,0.000059717233,0.0000923002,0.00004322605],"domain_scores_gemma":[0.999635,0.00014462537,0.00006305363,0.00002943608,0.000087606604,0.000040329236],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036750126,0.00022261898,0.00044375518,0.00023625111,0.00027209055,0.0005162528,0.0002131583,0.00043560588,0.002931595],"category_scores_gemma":[0.0004393874,0.0001822086,0.0005981284,0.00029857297,0.00022497981,0.00044162344,0.00025002056,0.00070344063,0.00047976626],"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":[0.0006075797,0.00024977812,0.0015413507,0.0003162268,0.00002713115,0.000059719416,0.00021328827,0.00012625156,0.9840625,0.00014175118,0.00009851572,0.012556053],"study_design_scores_gemma":[0.000029725057,0.002861952,0.02602732,0.000047785754,0.000116858864,0.00012168028,0.0003570407,0.0010869137,0.96171534,0.00014536818,0.007467479,0.000022618678],"about_ca_topic_score_codex":0.0021924085,"about_ca_topic_score_gemma":0.0036502436,"teacher_disagreement_score":0.002931595,"about_ca_system_score_codex":0.0003942019,"about_ca_system_score_gemma":0.00039227787,"threshold_uncertainty_score":0.009807169},"labels":[],"label_agreement":null},{"id":"W2749455310","doi":"10.26439/ulima.tesis/3382","title":"Exportación de banano orgánico a Canadá","year":2016,"lang":"es","type":"dissertation","venue":"Universidad de Lima","topic":"Banana Cultivation and Research","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":"Canadian Massage Therapy Aliance","funders":"","keywords":"Geography","score_opus":0.01625157332219043,"score_gpt":0.2668400881853289,"score_spread":0.2505885148631385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2749455310","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8248807,0.0030660601,0.0008704801,0.0020019934,0.00005794888,0.00013178436,0.0070634033,0.00007827454,0.1618494],"genre_scores_gemma":[0.79134643,0.009454088,0.001496755,0.00040756178,0.0000111331055,0.000027876182,0.0028735544,0.00003987671,0.19434267],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99967456,0.000009815939,0.0000068651293,0.000058012578,0.00015735651,0.00009335307],"domain_scores_gemma":[0.9995433,0.000021447044,0.000025033802,0.000009209526,0.00034586055,0.00005510187],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022817815,0.0002503409,0.000156582,0.0009333712,0.0023423801,0.0014481194,0.00028246222,0.0002098857,0.00866637],"category_scores_gemma":[0.00047770498,0.00011626207,0.00027867954,0.002145595,0.00042577417,0.00026314473,0.00042484773,0.0004508802,0.00056098076],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001888829,0.00071627664,0.36966088,0.0020042616,0.0003188985,0.002931932,0.013889537,0.005598511,0.14133476,0.02558154,0.04388197,0.39219263],"study_design_scores_gemma":[0.000055535307,0.00028738743,0.61887753,0.00038999756,0.00015501436,0.0002871466,0.014139279,0.0020505139,0.0548572,0.0012882045,0.3075275,0.000084546315],"about_ca_topic_score_codex":0.9859773,"about_ca_topic_score_gemma":0.99286205,"teacher_disagreement_score":0.018757766,"about_ca_system_score_codex":0.018757766,"about_ca_system_score_gemma":0.03374117,"threshold_uncertainty_score":0.13609779},"labels":[],"label_agreement":null},{"id":"W2769241421","doi":"10.26439/ulima.tesis/1734","title":"Exportación de barras energéticas a base de quinua orgánica a Canadá","year":2015,"lang":"es","type":"dissertation","venue":"Universidad de Lima","topic":"Global Energy and Sustainability Research","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":"Geography; Humanities; Art","score_opus":0.012453892152356613,"score_gpt":0.29794631826792234,"score_spread":0.28549242611556575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2769241421","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.950256,0.0010439022,0.00044816564,0.0007753118,0.000015876401,0.00005677468,0.003420373,0.000029205567,0.04395437],"genre_scores_gemma":[0.9307494,0.00258512,0.0013875876,0.00018440877,0.0000047448766,0.000020890622,0.0023063456,0.000031764725,0.06272976],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99969506,0.000008672989,0.0000055359046,0.000037992948,0.00014517966,0.00010762846],"domain_scores_gemma":[0.9993569,0.000029033887,0.000034016255,0.0000125888355,0.00048809353,0.00007927222],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026317834,0.00024508376,0.00017804657,0.0011757525,0.00246388,0.0016184626,0.00035108931,0.00020653351,0.0048119784],"category_scores_gemma":[0.00048101682,0.0001262294,0.0003425528,0.0025172457,0.0004608002,0.00030820054,0.00047131747,0.0004310466,0.0002775749],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012091884,0.00034348466,0.63646543,0.00090361194,0.00024299126,0.00223395,0.021156343,0.0046367426,0.034070533,0.010345699,0.024231434,0.2641606],"study_design_scores_gemma":[0.000012830929,0.00008262971,0.9068283,0.00019595108,0.00007148087,0.00011224197,0.01666671,0.0011581591,0.0067308084,0.00027395383,0.06782524,0.00004174256],"about_ca_topic_score_codex":0.9913356,"about_ca_topic_score_gemma":0.99699473,"teacher_disagreement_score":0.026487812,"about_ca_system_score_codex":0.026487812,"about_ca_system_score_gemma":0.029355284,"threshold_uncertainty_score":0.19218343},"labels":[],"label_agreement":null},{"id":"W2809504130","doi":"10.26439/ulima.tesis/3210","title":"Estudio de prefactibilidad para la implementación de una planta procesadora de hojuela de papa deshidratada y papas fritas precocidas \"ch'uñu foods\"","year":2016,"lang":"es","type":"dissertation","venue":"Universidad de Lima","topic":"Food composition and properties","field":"Nursing","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; Philosophy","score_opus":0.01771464840821588,"score_gpt":0.29759259407592226,"score_spread":0.27987794566770635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809504130","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9898928,0.00027009984,0.0004990909,0.00025747603,0.000011002173,0.00019993176,0.000056330777,0.000011962729,0.008801382],"genre_scores_gemma":[0.984073,0.000730717,0.002703577,0.00013818314,0.000007374579,0.00021325027,0.000072478055,0.000010606307,0.01205083],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985845,0.00060403696,0.000058321944,0.00013245188,0.0003298452,0.0002908135],"domain_scores_gemma":[0.99669003,0.0015538409,0.00052291586,0.0001488208,0.0006885251,0.00039589874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028343443,0.00021940042,0.00016072058,0.00037181372,0.0010157456,0.0013435354,0.000550735,0.0005571667,0.006542525],"category_scores_gemma":[0.005450324,0.00019936268,0.0002614579,0.00040090506,0.00042431714,0.0006441379,0.0009365697,0.0005552076,0.0006183815],"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":[0.0022735477,0.008790949,0.2277174,0.0031782736,0.00014153107,0.001304122,0.10387814,0.00094523944,0.055283207,0.0046776957,0.003764614,0.58804524],"study_design_scores_gemma":[0.0001576194,0.010585897,0.73933804,0.0008649314,0.0002518016,0.0003315221,0.15517394,0.0012485469,0.028190354,0.0008474886,0.06293957,0.00007027938],"about_ca_topic_score_codex":0.011175728,"about_ca_topic_score_gemma":0.023246326,"teacher_disagreement_score":0.011175728,"about_ca_system_score_codex":0.0019990536,"about_ca_system_score_gemma":0.0044097784,"threshold_uncertainty_score":0.022221327},"labels":[],"label_agreement":null},{"id":"W3092811560","doi":"10.26439/ulima.tesis/10551","title":"Caso de estudio: exportación de mermelada de papaya andina a Canadá","year":2019,"lang":"es","type":"dissertation","venue":"Universidad de Lima","topic":"Agricultural and Food Production Studies","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":"Product (mathematics); Marketing; Promotion (chess); Leverage (statistics); Business; Order (exchange); SWOT analysis; Market share; Advertising; Computer science; Mathematics","score_opus":0.01274237836887341,"score_gpt":0.23034740551506083,"score_spread":0.21760502714618743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3092811560","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":[0.97361696,0.0005829004,0.00038122162,0.0005081291,0.000019473076,0.00019863939,0.0009577593,0.000016617649,0.023718178],"genre_scores_gemma":[0.9657687,0.0018614725,0.0012084229,0.00023569251,0.000015602329,0.000081716295,0.0007044009,0.000016668333,0.03010725],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9995548,0.000039962608,0.000013444674,0.00007415743,0.00012239793,0.0001952488],"domain_scores_gemma":[0.99948126,0.00013966247,0.000047633508,0.000021465785,0.00022358712,0.0000863081],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038420176,0.00037004266,0.00030494368,0.0012734332,0.005240937,0.0015835176,0.00081137556,0.0008916873,0.0043074465],"category_scores_gemma":[0.0010553715,0.0002019137,0.0002943439,0.003395489,0.0013484407,0.00050827983,0.0009877397,0.0007383638,0.00029884608],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004988531,0.00096741586,0.356698,0.001873296,0.00012167545,0.10765046,0.3636418,0.0026687186,0.013155851,0.01437815,0.014270856,0.12407496],"study_design_scores_gemma":[0.00002417173,0.00021040054,0.3267105,0.00042415626,0.000063432475,0.0045358143,0.5168645,0.001335827,0.0041276184,0.0004945097,0.14513607,0.00007300581],"about_ca_topic_score_codex":0.9355608,"about_ca_topic_score_gemma":0.9615278,"teacher_disagreement_score":0.06443918,"about_ca_system_score_codex":0.013852395,"about_ca_system_score_gemma":0.014371146,"threshold_uncertainty_score":0.1296373},"labels":[],"label_agreement":null},{"id":"W3093400876","doi":"10.26439/ulima.tesis/10071","title":"Campaña de comunicación integral: Condominio Villa del Atleta","year":2019,"lang":"es","type":"dissertation","venue":"Universidad de Lima","topic":"Advertising and Communication Studies","field":"Social 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":"Quarter (Canadian coin); Plan (archaeology); Humanities; Geography; Art; Archaeology","score_opus":0.01947488024453012,"score_gpt":0.33863007272700685,"score_spread":0.3191551924824767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3093400876","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29972905,0.00698858,0.0035769194,0.014495144,0.0004578856,0.00022264564,0.0002797883,0.00013368622,0.6741163],"genre_scores_gemma":[0.8265845,0.0056106886,0.0031567726,0.0010275419,0.00028808427,0.00011319012,0.00027416775,0.000052692038,0.1628923],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990539,0.00034275642,0.000020826941,0.000098547825,0.00022628604,0.0002576774],"domain_scores_gemma":[0.9980597,0.00067837886,0.00026757538,0.00012795065,0.00028810074,0.0005783422],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013846173,0.00023907496,0.0001475461,0.001177436,0.004367034,0.007390561,0.00090128527,0.0013028745,0.02595075],"category_scores_gemma":[0.002593207,0.00019033146,0.00022609545,0.002557931,0.0018774406,0.003796053,0.0036153297,0.0019556482,0.0025862579],"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":[0.0004450384,0.0007898239,0.03687555,0.0011218988,0.000017569846,0.0028377357,0.16994114,0.00033783846,0.006883539,0.30072924,0.04687907,0.43314153],"study_design_scores_gemma":[0.000023981742,0.00018885908,0.03881206,0.0006325833,0.00002298443,0.0008318189,0.09241502,0.00036746467,0.0011910949,0.0047500026,0.86074054,0.000023476237],"about_ca_topic_score_codex":0.018155469,"about_ca_topic_score_gemma":0.04253453,"teacher_disagreement_score":0.02595075,"about_ca_system_score_codex":0.0041465587,"about_ca_system_score_gemma":0.00523666,"threshold_uncertainty_score":0.08681393},"labels":[],"label_agreement":null},{"id":"W3113034205","doi":"10.26439/ulima.tesis/11343","title":"Implementación de un diseño instruccional que facilite el aprendizaje de un nuevo software en personal administrativo de una universidad privada de Lima Metropolitana","year":2020,"lang":"es","type":"dissertation","venue":"Universidad de Lima","topic":"Knowledge Management in Higher Education","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":"Canadian Armed Forces","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.011634417510716434,"score_gpt":0.3263047687602444,"score_spread":0.31467035124952797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113034205","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90921986,0.00035969116,0.054598883,0.0018089316,0.00007504014,0.00093414617,0.00049512845,0.0051471763,0.027361186],"genre_scores_gemma":[0.86748934,0.0006014578,0.09449864,0.00028931806,0.000030855797,0.00089336024,0.0011281389,0.00047358897,0.034595437],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99809915,0.0007197801,0.00010885901,0.0003015835,0.0004294668,0.00034123182],"domain_scores_gemma":[0.99449074,0.001789065,0.000378979,0.0006761536,0.0016503619,0.0010146203],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040319418,0.00057137746,0.00032087776,0.0011126768,0.0012323434,0.0023483792,0.0009782233,0.0006649833,0.0078343395],"category_scores_gemma":[0.006546146,0.00038910503,0.0004996698,0.00077182625,0.0007546347,0.0017854023,0.0022790714,0.0009214494,0.0019145765],"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":[0.0017544199,0.0032558443,0.10238487,0.0021303562,0.00020209933,0.0021303054,0.090128176,0.009460054,0.08515113,0.013896603,0.013704936,0.6758012],"study_design_scores_gemma":[0.0005634403,0.004567496,0.24836046,0.0015881641,0.0005825557,0.0007033326,0.07925862,0.047766514,0.08662598,0.005945821,0.52356374,0.000473961],"about_ca_topic_score_codex":0.018971445,"about_ca_topic_score_gemma":0.023089904,"teacher_disagreement_score":0.018971445,"about_ca_system_score_codex":0.0028168315,"about_ca_system_score_gemma":0.0061101452,"threshold_uncertainty_score":0.03772205},"labels":[],"label_agreement":null}]}