{"meta":{"query_hash":"b51d3886fd13","filters":{"venue":"Programación matemática y software"},"cohort_total":6,"direct_labels_cover":0,"predictions_cover":6,"exported":6,"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/b51d3886fd13","api":"https://metacan.xera.ac/api/v1/cohort?venue=Programaci%C3%B3n+matem%C3%A1tica+y+software"},"results":[{"id":"W4327662023","doi":"10.30973/progmat/2016.8.1/5","title":"Diseño de un Sistema de Gestión de Calidad Automatizado, para el control de documentos y registros de una empresa de desarrollo y fabricación de dispositivos electrónicos","year":2016,"lang":"es","type":"article","venue":"Programación matemática y software","topic":"Occupational Health and Safety in Workplaces","field":"Health Professions","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":"Saskatchewan Disease Control Laboratory","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.01605684999056563,"score_gpt":0.3740393694538752,"score_spread":0.3579825194633096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4327662023","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":[0.21707548,0.0017144774,0.7524447,0.0008488211,0.0001505049,0.00040849368,0.00029923712,0.004301899,0.02275629],"genre_scores_gemma":[0.77881235,0.0012155863,0.19914097,0.00021165343,0.00007527974,0.0003115962,0.00051617407,0.0003145583,0.019401835],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9968348,0.00058416557,0.00024683328,0.00058651564,0.0015850308,0.00016278814],"domain_scores_gemma":[0.9937377,0.0021833682,0.00054908264,0.0011453376,0.0021857535,0.00019873092],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030928291,0.0006635968,0.0006741407,0.0013418788,0.00087094854,0.004076612,0.0011401507,0.0010201018,0.003742781],"category_scores_gemma":[0.007541279,0.00050768204,0.00066214567,0.0010091282,0.0011616251,0.0020302208,0.001371249,0.000865627,0.0012523589],"study_design_candidate":"simulation_or_modeling","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":[0.0009020728,0.00054644316,0.024426613,0.0018438017,0.00023461752,0.0006859245,0.007638742,0.026213242,0.19614176,0.046931814,0.004498114,0.6899368],"study_design_scores_gemma":[0.00026636905,0.0026521385,0.095966354,0.0013407272,0.0010079754,0.0018377608,0.0052829604,0.30369917,0.34417987,0.03961259,0.20367959,0.00047459433],"about_ca_topic_score_codex":0.005159714,"about_ca_topic_score_gemma":0.0032401031,"teacher_disagreement_score":0.005159714,"about_ca_system_score_codex":0.0009103969,"about_ca_system_score_gemma":0.0022250556,"threshold_uncertainty_score":0.016356647},"labels":[],"label_agreement":null},{"id":"W4352982744","doi":"10.30973/progmat/2022.14.2/2","title":"Estudio numérico de las fluctuaciones de los modos del campo EM en un sistema de percolación 3D","year":2022,"lang":"es","type":"article","venue":"Programación matemática y software","topic":"Semiconductor Lasers and Optical Devices","field":"Engineering","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":0.007713297932057295,"score_gpt":0.24402994018375349,"score_spread":0.23631664225169619,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4352982744","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":[0.85520464,0.00043603763,0.13177912,0.00034865947,0.000052486015,0.000036902857,0.00022497111,0.0008213193,0.011095904],"genre_scores_gemma":[0.98579586,0.00013935742,0.0119138155,0.000017206368,0.000004610188,0.00002660241,0.000058274934,0.000057598696,0.001986691],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99989617,0.000017848197,0.000004093275,0.000023255627,0.000043474214,0.000015101772],"domain_scores_gemma":[0.99953794,0.0002795552,0.000046020297,0.000038155442,0.000081340775,0.000017031427],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003413411,0.0002535941,0.00022727207,0.0002907005,0.00038848232,0.00058671116,0.00032841013,0.00040932721,0.0018887564],"category_scores_gemma":[0.0013781053,0.00020031024,0.00024186174,0.00043714914,0.00042350852,0.0006045567,0.00027294247,0.0004064117,0.00017369182],"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":[0.00028380466,0.000113147194,0.012831257,0.00036964522,0.000053443076,0.00040742932,0.00089208834,0.79389673,0.12710947,0.021098273,0.002163416,0.04078126],"study_design_scores_gemma":[0.000011694784,0.000062373285,0.0030470947,0.000019454677,0.00001326719,0.00007758588,0.00013320064,0.9730496,0.019321792,0.002251841,0.0019871714,0.000024828581],"about_ca_topic_score_codex":0.00220586,"about_ca_topic_score_gemma":0.0016581165,"teacher_disagreement_score":0.00220586,"about_ca_system_score_codex":0.0006237434,"about_ca_system_score_gemma":0.0004006,"threshold_uncertainty_score":0.0063185096},"labels":[],"label_agreement":null},{"id":"W4353004775","doi":"10.30973/progmat/2022.14.1/7","title":"Esquema para autenticación y validación de documentos electrónicos mediante una autoridad certificadora","year":2022,"lang":"es","type":"article","venue":"Programación matemática y software","topic":"Data Privacy and Cybersecurity","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":"123 Certification (Canada)","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.023835440504104247,"score_gpt":0.33654590163819903,"score_spread":0.3127104611340948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4353004775","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":[0.095597535,0.0016736138,0.82982796,0.0053756535,0.00044420557,0.0011445329,0.00024405096,0.010350062,0.055342432],"genre_scores_gemma":[0.57284015,0.0014412608,0.378295,0.0012293018,0.00036920013,0.0006991723,0.0005817286,0.0010079447,0.043536246],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9785917,0.006204236,0.0016938928,0.003414026,0.0092124,0.0008837516],"domain_scores_gemma":[0.9363175,0.013933018,0.0051291916,0.02949457,0.013609079,0.0015166793],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017538514,0.0009794174,0.0007907079,0.0027009682,0.002149254,0.008758415,0.0032134387,0.0027478714,0.008497464],"category_scores_gemma":[0.039037485,0.0008969688,0.0012249693,0.0015397054,0.0036305266,0.0104338005,0.00591812,0.0041518803,0.0045524277],"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":[0.00077196106,0.0013797971,0.022370458,0.0013228082,0.0002527066,0.0013545504,0.012072008,0.0053770724,0.07594901,0.22494762,0.013341765,0.64086026],"study_design_scores_gemma":[0.00042520618,0.0024133385,0.021579947,0.0022228549,0.00059362827,0.0068374826,0.0059858067,0.10365784,0.21966983,0.11382914,0.5223011,0.00048384085],"about_ca_topic_score_codex":0.003939093,"about_ca_topic_score_gemma":0.003321918,"teacher_disagreement_score":0.017538514,"about_ca_system_score_codex":0.0023098674,"about_ca_system_score_gemma":0.0044009234,"threshold_uncertainty_score":0.09275365},"labels":[],"label_agreement":null},{"id":"W4381429157","doi":"10.30973/progmat/2020.12.3/2","title":"Programática para obtener el campo Cherenkov por una fuente modulada en cristales fotónicos 2D","year":2020,"lang":"es","type":"article","venue":"Programación matemática y software","topic":"Radiation Detection and Scintillator Technologies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Waterloo; Tecnológico Nacional de México","keywords":"Cherenkov radiation; Physics; Humanities; Optics; Art","score_opus":0.021390167876719258,"score_gpt":0.2884344448496736,"score_spread":0.26704427697295435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381429157","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":[0.03314366,0.00019286835,0.9442431,0.00020292799,0.000088649795,0.00014156417,0.0004912272,0.010201233,0.01129487],"genre_scores_gemma":[0.24190475,0.00059169,0.73395354,0.0001319571,0.00004090984,0.0005338543,0.0014946761,0.003348428,0.018000163],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997689,0.000033954224,0.000008368557,0.000045439763,0.00011224419,0.000031046326],"domain_scores_gemma":[0.9996333,0.00013672358,0.00002738475,0.000061963,0.00011821105,0.000022315553],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000509746,0.0006060127,0.0004210305,0.0005852219,0.00047203703,0.0011293046,0.0008123721,0.00063166174,0.018414102],"category_scores_gemma":[0.0011404955,0.00038510034,0.00065114995,0.0005814781,0.0002983476,0.000785551,0.00053583033,0.00079050224,0.003797804],"study_design_candidate":"simulation_or_modeling","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":[0.0007692125,0.00037278226,0.005994071,0.0013427259,0.00014724972,0.00061459176,0.00094148197,0.13409859,0.34514895,0.05303305,0.019216143,0.43832117],"study_design_scores_gemma":[0.00014774843,0.00026031525,0.002748039,0.000102448204,0.00006758864,0.00043726948,0.00022952791,0.62913096,0.26949686,0.0145180635,0.08276641,0.00009469986],"about_ca_topic_score_codex":0.0013752269,"about_ca_topic_score_gemma":0.0015312735,"teacher_disagreement_score":0.018414102,"about_ca_system_score_codex":0.00049513817,"about_ca_system_score_gemma":0.0008845313,"threshold_uncertainty_score":0.06160134},"labels":[],"label_agreement":null},{"id":"W4381434155","doi":"10.30973/progmat/2021.13.3/3","title":"Llamadas sin marcación: ayuda para discapacitados visuales y llamadas de emergencia","year":2021,"lang":"es","type":"article","venue":"Programación matemática y software","topic":"Administrative Law and Governance","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":"Cégep de Jonquière","funders":"","keywords":"Computer science; Humanities; Physics; Art","score_opus":0.02970454939092605,"score_gpt":0.3576036905792145,"score_spread":0.32789914118828845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381434155","genre_codex":"methods","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":[0.22182664,0.019572482,0.40306297,0.00855098,0.004131095,0.00090209174,0.0016648996,0.01406761,0.32622117],"genre_scores_gemma":[0.7430194,0.010886642,0.094144806,0.0029980696,0.00096886914,0.000693542,0.0014567748,0.0011066631,0.14472531],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99870086,0.00024162623,0.000068081696,0.00025676473,0.000532439,0.00020017005],"domain_scores_gemma":[0.99818546,0.00039201678,0.0002450133,0.0002247513,0.0007095424,0.00024320772],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007873005,0.0010796125,0.0005534766,0.00080276304,0.0011739641,0.003169995,0.0013484502,0.001589461,0.018729806],"category_scores_gemma":[0.0034708176,0.00040757895,0.0006803102,0.000594144,0.0011450202,0.0032097236,0.0038769613,0.0014204829,0.006464151],"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":[0.0009849152,0.00027242076,0.014146097,0.0028430743,0.0000990901,0.0033798956,0.008235713,0.0045984006,0.08692261,0.04910053,0.057193186,0.7722241],"study_design_scores_gemma":[0.00011228633,0.0011571731,0.023732869,0.0017675081,0.00027803011,0.006075453,0.0075504817,0.016124662,0.056050356,0.017776186,0.8690424,0.00033266077],"about_ca_topic_score_codex":0.004748883,"about_ca_topic_score_gemma":0.0039766813,"teacher_disagreement_score":0.018729806,"about_ca_system_score_codex":0.0008181409,"about_ca_system_score_gemma":0.0013906744,"threshold_uncertainty_score":0.062657416},"labels":[],"label_agreement":null},{"id":"W4381436197","doi":"10.30973/progmat/2020.12.2/2","title":"Herramienta en MATLAB para acomodo de cajas en 3L-CVRP","year":2020,"lang":"es","type":"article","venue":"Programación matemática y software","topic":"Assembly Line Balancing Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Waterloo; Tecnológico Nacional de México","keywords":"Humanities; Art; Computer science; Physics","score_opus":0.013520306389556693,"score_gpt":0.2604429734655895,"score_spread":0.24692266707603278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381436197","genre_codex":"methods","genre_gemma":"software","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"software","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0029807515,0.00014201956,0.97751075,0.00018707204,0.00008998827,0.000045643257,0.00028074672,0.0117198955,0.0070432327],"genre_scores_gemma":[0.10362481,0.00045600752,0.8737233,0.0003144808,0.000074658135,0.0004939039,0.00078573695,0.005679031,0.014847961],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993299,0.00016396094,0.000053213476,0.0001119856,0.00026354077,0.000077378565],"domain_scores_gemma":[0.99795216,0.0012213336,0.00013706525,0.00020652897,0.0004340983,0.00004884631],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008881485,0.0015644692,0.00070379,0.0008283515,0.00057666446,0.0013477491,0.0013943864,0.0013678618,0.041714158],"category_scores_gemma":[0.0054040337,0.0005780287,0.001148662,0.0006875913,0.0007567436,0.0012097036,0.0011395274,0.0020459178,0.009839277],"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":[0.00037633438,0.00016684487,0.0016123231,0.0009864321,0.00010378155,0.0007011297,0.00046369317,0.5233961,0.023614863,0.061843485,0.036588296,0.35014674],"study_design_scores_gemma":[0.000058745143,0.000053490203,0.00021568521,0.00010370662,0.000021645372,0.00022387881,0.00006871711,0.9392446,0.011181501,0.014495301,0.03430054,0.00003226006],"about_ca_topic_score_codex":0.005578687,"about_ca_topic_score_gemma":0.0074550277,"teacher_disagreement_score":0.041714158,"about_ca_system_score_codex":0.0005351512,"about_ca_system_score_gemma":0.0013169114,"threshold_uncertainty_score":0.13954777},"labels":[],"label_agreement":null}]}