{"meta":{"query_hash":"54d7e3cca48d","filters":{"venue":"AV: Monografías"},"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/54d7e3cca48d","api":"https://metacan.xera.ac/api/v1/cohort?venue=AV%3A+Monograf%C3%ADas"},"results":[{"id":"W193628315","doi":"","title":"Escuela de Bellas Artes, Toronto (Canadá)","year":2004,"lang":"es","type":"article","venue":"AV: Monografías","topic":"Cultural Industries and Urban Development","field":"Social Sciences","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":"Geography; Humanities; Art","score_opus":0.02506658492052593,"score_gpt":0.2852721251075065,"score_spread":0.26020554018698056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W193628315","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":[0.7090699,0.010272037,0.00008006152,0.066890955,0.0024736063,0.0010725592,0.000057623045,0.00033211964,0.20975116],"genre_scores_gemma":[0.92544377,0.0044002277,0.0009317224,0.0011489681,0.0009845741,0.000033044947,0.000022572134,0.000034310517,0.0670008],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99752945,0.000091335016,0.00039984347,0.0004441488,0.00052592176,0.0010092794],"domain_scores_gemma":[0.99869883,0.000058021324,0.0001477187,0.0002976947,0.00011511955,0.0006825978],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004002514,0.0003270668,0.00031951463,0.000033113378,0.00091245136,0.0004057814,0.00047457992,0.00037537035,0.0019315948],"category_scores_gemma":[0.00011292532,0.0003038296,0.00018633042,0.0003582428,0.0003321515,0.00038312288,0.00012245616,0.0002678811,0.00030281424],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000076514094,0.000596117,0.019711278,0.00006109879,0.0004262175,0.00018566592,0.05805565,0.00020167936,0.0003871917,0.056305196,0.7310562,0.1329372],"study_design_scores_gemma":[0.00059692323,0.00010773075,0.0095615685,0.00011860023,0.0000567433,0.000007015216,0.0127781425,0.0000071356194,0.00048193944,0.0014662337,0.9743407,0.00047730844],"about_ca_topic_score_codex":0.27745184,"about_ca_topic_score_gemma":0.27580076,"teacher_disagreement_score":0.24328446,"about_ca_system_score_codex":0.0017587936,"about_ca_system_score_gemma":0.0011103302,"threshold_uncertainty_score":0.9999414},"labels":[],"label_agreement":null},{"id":"W2936913421","doi":"","title":"SSENSE Montreal, 2015-2018, Montreal (Canadá)","year":2018,"lang":"es","type":"article","venue":"AV: Monografías","topic":"Academic Publishing and Open Access","field":"Decision Sciences","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":"Geography","score_opus":0.04906130762660575,"score_gpt":0.37179001108285825,"score_spread":0.3227287034562525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2936913421","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":[0.7043146,0.005133734,0.0011364724,0.022228584,0.007813536,0.0010411196,0.0005111614,0.00044843063,0.25737238],"genre_scores_gemma":[0.9607226,0.0007552578,0.0005814111,0.002985952,0.0034730881,0.000033051983,0.0000380758,0.00009893228,0.031311624],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9904865,0.000739891,0.0018872241,0.0020677,0.0029602915,0.0018584025],"domain_scores_gemma":[0.9917485,0.0018362596,0.0010627309,0.0025923022,0.0010802497,0.0016799544],"candidate_categories":["metaepi_narrow","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0047290954,0.0008688011,0.0011693505,0.00094341673,0.0012031724,0.0057148864,0.005790332,0.0011433187,0.0025296628],"category_scores_gemma":[0.0059796176,0.00070267415,0.00049259927,0.002632772,0.0013927869,0.0039526364,0.0013533714,0.0013691062,0.008732314],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019789019,0.0001464793,0.018546795,0.000008794606,0.00011009613,0.00009624846,0.001960623,0.000015683265,0.000068372035,0.0005540979,0.8230386,0.15525632],"study_design_scores_gemma":[0.0016153175,0.0005512885,0.11585904,0.0001938947,0.00019005207,0.00009282806,0.0027460621,0.007696332,0.00063401356,0.010620628,0.85848135,0.0013192073],"about_ca_topic_score_codex":0.08948091,"about_ca_topic_score_gemma":0.022736788,"teacher_disagreement_score":0.25640804,"about_ca_system_score_codex":0.00021360163,"about_ca_system_score_gemma":0.0008338035,"threshold_uncertainty_score":0.99958885},"labels":[],"label_agreement":null},{"id":"W2937052856","doi":"","title":"Torre Telus Sky, 2013-, Calgary (Canadá)","year":2019,"lang":"es","type":"article","venue":"AV: Monografías","topic":"3D Surveying and Cultural Heritage","field":"Earth and Planetary Sciences","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":"Sky; Geography; Meteorology","score_opus":0.012361123487480497,"score_gpt":0.20462419049474465,"score_spread":0.19226306700726414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2937052856","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":[0.9252651,0.008431781,0.000005182819,0.0008064247,0.0027199022,0.0004234226,0.00028755682,0.0001349194,0.061925747],"genre_scores_gemma":[0.9718184,0.0009761061,0.00028801293,0.00075855036,0.00035181697,0.000003246859,0.00040217413,0.000019302628,0.025382387],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972801,0.00023140242,0.00042181762,0.00066351006,0.0004905142,0.00091265567],"domain_scores_gemma":[0.99839234,0.0002031992,0.00014484763,0.00059441174,0.0000734116,0.00059181475],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00041047222,0.00043605015,0.00047126395,0.00009810534,0.0003213847,0.00033246254,0.0005661212,0.00029888103,0.013384894],"category_scores_gemma":[0.000041610212,0.00035306122,0.00023223012,0.00040973388,0.0001357041,0.0004440706,0.00005318406,0.00045904255,0.012581052],"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":[0.0000779997,0.00004624216,0.8650513,0.000108094646,0.000079017664,0.00008437775,0.00052612403,0.00017392807,0.000095498646,0.00009216337,0.04482399,0.08884121],"study_design_scores_gemma":[0.0004660955,0.00037998706,0.52025574,0.00013010475,0.000042980195,0.000034202458,0.00058044714,0.0033380392,0.00006836519,0.00006425577,0.47398216,0.0006576284],"about_ca_topic_score_codex":0.037894614,"about_ca_topic_score_gemma":0.011597054,"teacher_disagreement_score":0.42915818,"about_ca_system_score_codex":0.000018915513,"about_ca_system_score_gemma":0.00015119203,"threshold_uncertainty_score":0.9998921},"labels":[],"label_agreement":null},{"id":"W2938661660","doi":"","title":"Torre de usos mixtos Vancouver House, 2011-, Vancouver (Canadá)","year":2019,"lang":"es","type":"article","venue":"AV: Monografías","topic":"Architecture and Computational Design","field":"Engineering","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":"Archaeology; Geology; Geography","score_opus":0.004883004725435526,"score_gpt":0.1931998341843696,"score_spread":0.18831682945893408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2938661660","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":[0.7735724,0.004558476,0.11963668,0.0005897853,0.016181318,0.0025101302,0.00018733772,0.0022038186,0.08056005],"genre_scores_gemma":[0.9852918,0.00011778107,0.006085603,0.0007825667,0.00067161064,0.000048391725,0.000013404523,0.00022662799,0.006762233],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976372,0.00009101032,0.00044736234,0.0005276727,0.00044049995,0.0008562624],"domain_scores_gemma":[0.9985332,0.0002774253,0.00011160107,0.0005944105,0.000091549075,0.0003918157],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00017343841,0.000532139,0.0004734313,0.00024297736,0.00013110581,0.00009724741,0.00045873792,0.00030489688,0.0015557586],"category_scores_gemma":[0.00002570676,0.00055333896,0.0002763119,0.0002605881,0.000054321918,0.00024841254,0.00010697373,0.00053348683,0.002778349],"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":[0.00010562718,0.00012699238,0.017817024,0.00035203595,0.0004888834,0.00010757166,0.0014811199,0.22604543,0.0014655776,0.0010787166,0.72248805,0.028443],"study_design_scores_gemma":[0.0020819404,0.00045090044,0.031753276,0.00035357234,0.0002808338,0.000030467056,0.00032949136,0.09953055,0.0032043275,0.005943605,0.8539979,0.0020431306],"about_ca_topic_score_codex":0.00088799215,"about_ca_topic_score_gemma":0.0024315168,"teacher_disagreement_score":0.21171938,"about_ca_system_score_codex":0.00024767488,"about_ca_system_score_gemma":0.0002497715,"threshold_uncertainty_score":0.9996918},"labels":[],"label_agreement":null},{"id":"W2942307096","doi":"","title":"Edificio King Toronto, 2015-, Toronto (Canadá)","year":2019,"lang":"es","type":"article","venue":"AV: Monografías","topic":"Structural Engineering and Vibration Analysis","field":"Engineering","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":"Geography; History","score_opus":0.005517413405557498,"score_gpt":0.2282472163745371,"score_spread":0.2227298029689796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2942307096","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":[0.7019761,0.06437962,0.028838882,0.0009734072,0.01574209,0.0013670446,0.0001776368,0.0026744693,0.18387075],"genre_scores_gemma":[0.99354935,0.0010884322,0.0013867208,0.00011721841,0.0006685173,0.000016774922,0.00006797305,0.000112925096,0.0029920775],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.997834,0.000036702546,0.0005430555,0.00049384136,0.00039541372,0.0006969659],"domain_scores_gemma":[0.9985791,0.00008258351,0.00010050896,0.0007689523,0.00008212404,0.0003867748],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014996102,0.00052028574,0.00056624896,0.00007748844,0.000103573606,0.00024649766,0.0003805324,0.00029411478,0.008106892],"category_scores_gemma":[0.000033717457,0.00054252014,0.0003268755,0.00020228632,0.00003432457,0.0007442204,0.0000722655,0.00024820064,0.00063286966],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000115587245,0.00014889472,0.026028585,0.0015563378,0.0039900425,0.00006241017,0.006164604,0.63583547,0.039684113,0.03218408,0.058708657,0.1955212],"study_design_scores_gemma":[0.0011364006,0.00020035554,0.032846723,0.00033871262,0.00043522028,0.000018223976,0.0024281966,0.5938863,0.0037120197,0.000057748333,0.36300722,0.0019328537],"about_ca_topic_score_codex":0.045423802,"about_ca_topic_score_gemma":0.01108133,"teacher_disagreement_score":0.30429855,"about_ca_system_score_codex":0.0008627968,"about_ca_system_score_gemma":0.000052255906,"threshold_uncertainty_score":0.99970263},"labels":[],"label_agreement":null},{"id":"W3204446170","doi":"","title":"Museo Nacional de Bellas Artes,2010-2016, Quebec (Canadá)","year":2021,"lang":"es","type":"article","venue":"AV: Monografías","topic":"Historical Art and Culture Studies","field":"Arts and Humanities","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":"Geography","score_opus":0.019488779091428456,"score_gpt":0.21561652049337596,"score_spread":0.1961277414019475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3204446170","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24926768,0.065928265,0.00008881395,0.042160783,0.01121823,0.0007007634,0.00064610044,0.0005893792,0.62939996],"genre_scores_gemma":[0.6073236,0.0012662155,0.00023486384,0.0022848933,0.003957405,0.000054387292,0.00012909732,0.00006827975,0.38468128],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99764925,0.00012285168,0.00047594038,0.0005528986,0.00040597923,0.00079309946],"domain_scores_gemma":[0.9985637,0.00014507475,0.00013989407,0.00040768573,0.00034982915,0.00039381292],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014451433,0.00045461004,0.00053709303,0.000092267364,0.0016425577,0.00053900416,0.00025529915,0.00018659282,0.0069534318],"category_scores_gemma":[0.00011618761,0.00040044784,0.00039977013,0.00012094864,0.00050470553,0.0002160754,0.0001841057,0.00042005235,0.0014865526],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029472441,0.0003672611,0.0011865076,0.000102941434,0.000402536,0.00022659903,0.04332961,0.0000033401286,0.00028949528,0.3238926,0.62445575,0.005713915],"study_design_scores_gemma":[0.0003781846,0.000082878105,0.0014485756,0.00012952744,0.00018178418,0.000016766453,0.005756409,0.000020255764,0.00021025298,0.0012904013,0.98994166,0.00054332905],"about_ca_topic_score_codex":0.009283351,"about_ca_topic_score_gemma":0.17627716,"teacher_disagreement_score":0.3654859,"about_ca_system_score_codex":0.00027513367,"about_ca_system_score_gemma":0.0005612904,"threshold_uncertainty_score":0.99984473},"labels":[],"label_agreement":null},{"id":"W33784928","doi":"10.1080/17483107.2021.1904014","title":"Pasarela peatonal, Covilha","year":2012,"lang":"en","type":"article","venue":"AV: Monografías","topic":"Migration, Racism, and Human Rights","field":"Social Sciences","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 Manitoba","keywords":"Computer science","score_opus":0.0386796904373124,"score_gpt":0.3261142774568155,"score_spread":0.2874345870195031,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W33784928","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":[0.9322975,0.0015535882,0.00018976122,0.00033986734,0.0007356266,0.00023368401,0.000006392465,0.00018549369,0.06445808],"genre_scores_gemma":[0.9844441,0.00025452892,0.00029058647,0.00042518805,0.0011127907,0.000022756925,0.000016133712,0.000012742613,0.013421189],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987147,0.00013314115,0.00017164786,0.00015460454,0.00034860588,0.00047732776],"domain_scores_gemma":[0.99923545,0.000110688234,0.000068321824,0.00019305856,0.000058319103,0.00033416148],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004926004,0.00011354395,0.00012872886,0.00007695307,0.0008714624,0.00007791572,0.00021452355,0.000107654414,0.0021258097],"category_scores_gemma":[0.000081052385,0.00009975784,0.00009578131,0.00017103377,0.0001387306,0.0004827986,0.000022786178,0.00010386844,0.0008885028],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013599146,0.0002498753,0.049709406,0.000016534676,0.000036613947,0.000004679918,0.6492464,0.0000019596002,0.000046051995,0.18959717,0.10697977,0.0040979744],"study_design_scores_gemma":[0.0002820842,0.000040527877,0.03161836,0.000021048403,0.00003970032,0.0000023334483,0.026538465,0.000008411674,0.00019158186,0.011325684,0.92955136,0.0003804239],"about_ca_topic_score_codex":0.0004773002,"about_ca_topic_score_gemma":0.018683963,"teacher_disagreement_score":0.82257164,"about_ca_system_score_codex":0.00004855626,"about_ca_system_score_gemma":0.00009852316,"threshold_uncertainty_score":0.99988943},"labels":[],"label_agreement":null}]}