{"meta":{"query_hash":"4b51f0697410","filters":{"venue":"Ge-conservacion"},"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/4b51f0697410","api":"https://metacan.xera.ac/api/v1/cohort?venue=Ge-conservacion"},"results":[{"id":"W3038017480","doi":"10.37558/gec.v17i1.759","title":"Mapeo de fluorescencia inducida por láser de pigmentos en murales secco pintados","year":2020,"lang":"es","type":"article","venue":"Ge-conservacion","topic":"Cultural Heritage Materials Analysis","field":"Arts and Humanities","cited_by":6,"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":"Institute of Aboriginal Peoples Health","keywords":"Art; Humanities","score_opus":0.031697708640311566,"score_gpt":0.23639872263820552,"score_spread":0.20470101399789395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3038017480","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":[0.9795656,0.00076100254,0.000043892578,0.0173281,0.00033970783,0.0004477912,0.000278726,0.0002413421,0.0009938021],"genre_scores_gemma":[0.9898344,0.00035416888,0.00050414045,0.00461803,0.0023032546,0.000056815446,0.00016585342,0.0000854331,0.0020778922],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99697864,0.0004693165,0.00070133596,0.0006504967,0.00037886857,0.0008213572],"domain_scores_gemma":[0.9986296,0.000102727485,0.00029152693,0.00041073162,0.00016531245,0.00040007188],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00039003306,0.00053177314,0.00067656784,0.000101365054,0.0005439731,0.0013332427,0.00051567133,0.00029130126,0.009658728],"category_scores_gemma":[0.00014201528,0.0004932077,0.0003826439,0.00011892685,0.0001879697,0.0005123917,0.00028418834,0.0003885534,0.0013403915],"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":[0.0010823474,0.000420832,0.036068633,0.0028216813,0.001413865,0.00061041204,0.21347322,0.00007848425,0.6485441,0.02958134,0.05707494,0.008830207],"study_design_scores_gemma":[0.0036623315,0.0013865363,0.08097399,0.0016028546,0.002735088,0.000115970026,0.053818855,0.0062617133,0.08543481,0.002501246,0.75758845,0.0039181598],"about_ca_topic_score_codex":0.0027464777,"about_ca_topic_score_gemma":0.0008628543,"teacher_disagreement_score":0.7005135,"about_ca_system_score_codex":0.000271387,"about_ca_system_score_gemma":0.00017326881,"threshold_uncertainty_score":0.999752},"labels":[],"label_agreement":null},{"id":"W3112355943","doi":"10.37558/gec.v18i1.848","title":"Overpaints and inpainting on the “Black flag” by Ljubo Babić","year":2020,"lang":"en","type":"article","venue":"Ge-conservacion","topic":"Aesthetic Perception and Analysis","field":"Neuroscience","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":"Inpainting; Painting; Dirt; Oil painting; Art; Visual arts; Process (computing); Flag (linear algebra); Computer science; Artificial intelligence; Image (mathematics); Cartography; Mathematics; Geography","score_opus":0.04933107043327067,"score_gpt":0.23989490951766215,"score_spread":0.19056383908439148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112355943","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":[0.9464357,0.000011284644,0.00029891497,0.050369952,0.000031396106,0.00011156194,0.000009290322,0.000082013736,0.0026498795],"genre_scores_gemma":[0.9557056,0.000055143566,0.000023918943,0.043605644,0.0000506131,0.000005129556,0.00000250183,0.000012839704,0.0005386011],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987572,0.000243888,0.00017260962,0.000378869,0.00023702218,0.00021044603],"domain_scores_gemma":[0.99945307,0.00012804012,0.00007453169,0.00020631935,0.000015369673,0.00012268248],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002465861,0.0001354807,0.0001365138,0.000027210028,0.0002355523,0.00008640545,0.00019840703,0.00005536623,0.0005581804],"category_scores_gemma":[0.0006511031,0.000095918374,0.00007125368,0.00023967,0.00016550068,0.00008635851,0.00008660803,0.00019631228,0.0006519501],"study_design_candidate":"bench_or_experimental","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":[0.000093971925,0.00009386559,0.0052096047,0.000032374122,0.000007115191,0.00002426529,0.004770678,0.000041650743,0.8952671,0.005149082,0.07488577,0.01442451],"study_design_scores_gemma":[0.0031663782,0.0009222147,0.027711174,0.0002510307,0.00017444784,0.00007009517,0.006794905,0.21689196,0.18305282,0.0036494597,0.5553587,0.0019567823],"about_ca_topic_score_codex":0.000014897174,"about_ca_topic_score_gemma":0.000002715706,"teacher_disagreement_score":0.7122143,"about_ca_system_score_codex":0.000015942702,"about_ca_system_score_gemma":0.000015003732,"threshold_uncertainty_score":0.8379716},"labels":[],"label_agreement":null},{"id":"W3166381500","doi":"","title":"Repintes y reintegración na “Black Flag” de Ljubo Babić","year":2020,"lang":"es","type":"article","venue":"Ge-conservacion","topic":"Digital Media and Visual Art","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":"Art; Humanities; Inpainting; Painting; Visual arts; Computer science; Image (mathematics); Artificial intelligence","score_opus":0.03602061205434092,"score_gpt":0.27714080215437525,"score_spread":0.24112019010003433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3166381500","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":[0.8895277,0.0006583875,0.03209719,0.06147924,0.0015278922,0.0005928062,0.000043140335,0.0007244747,0.0133491615],"genre_scores_gemma":[0.98426497,0.00015809227,0.0030804356,0.010545553,0.0006818841,0.000020621183,0.00002072003,0.000049112587,0.0011785917],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965107,0.00025221036,0.00066608615,0.001093535,0.0005632432,0.0009142462],"domain_scores_gemma":[0.9975111,0.00035961342,0.0002479488,0.0008572377,0.00021553697,0.0008085766],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00045513958,0.00049820734,0.0005467763,0.0001157411,0.00018971312,0.0009331642,0.0014370892,0.00025203798,0.00018643502],"category_scores_gemma":[0.0011136426,0.00047691283,0.00033024655,0.00076700724,0.00027512762,0.0011841134,0.000731101,0.00055175717,0.0043476033],"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":[0.00092166016,0.0011807095,0.099458,0.002302851,0.00045998252,0.0017579128,0.036328424,0.00014310054,0.04543632,0.2709625,0.20506263,0.3359859],"study_design_scores_gemma":[0.0024000045,0.0038129415,0.04742628,0.0019942203,0.00017977957,0.00024597178,0.0013438523,0.296959,0.07303321,0.016203182,0.55369264,0.0027088963],"about_ca_topic_score_codex":0.000120189405,"about_ca_topic_score_gemma":0.000012072762,"teacher_disagreement_score":0.34863004,"about_ca_system_score_codex":0.0001013264,"about_ca_system_score_gemma":0.0003725657,"threshold_uncertainty_score":0.99976826},"labels":[],"label_agreement":null},{"id":"W4381687415","doi":"10.37558/gec.v23i1.1212","title":"Plaster – An artistic production in the Museum of Marble in Rance – Belgium","year":2023,"lang":"en","type":"article","venue":"Ge-conservacion","topic":"Building materials and conservation","field":"Earth and Planetary 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":"Musée de la Civilisation","funders":"","keywords":"Sculpture; Plaster Casts; Period (music); Art; Archaeology; Visual arts; Ancient history; History; Aesthetics","score_opus":0.02906386810162293,"score_gpt":0.2284656151702357,"score_spread":0.19940174706861277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381687415","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":[0.9962155,0.00003507543,0.0000066842513,0.002836064,0.0005305372,0.00020147706,0.000016467475,0.000027731761,0.00013041671],"genre_scores_gemma":[0.999486,0.000027212038,0.00007837928,0.00018214458,0.00007476256,0.000006431249,0.00008738759,0.0000026887597,0.000054978595],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99904674,0.00019026543,0.0002357301,0.00019254826,0.00014857092,0.00018612803],"domain_scores_gemma":[0.99961597,0.000088575296,0.00007005769,0.00018798765,0.000018515559,0.000018911776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087521406,0.000076196404,0.0001152625,0.000116193914,0.000048433187,0.00003137668,0.00014587976,0.000054415443,0.00011953445],"category_scores_gemma":[0.00007497853,0.000057640416,0.000016255306,0.0004928409,0.000034545275,0.00025816605,0.0000067563456,0.00008063885,0.0000918022],"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":[0.00017312256,0.000032176642,0.9819008,0.000075504206,0.00000252891,0.000015846674,0.0012058618,0.0030244382,0.005785241,0.00008290438,0.0006869973,0.007014574],"study_design_scores_gemma":[0.00019758548,0.00006128715,0.9910435,0.000043950105,0.0000032189864,0.000007796283,0.00032485917,0.005449195,0.0009437712,0.0009593009,0.0008910314,0.000074494106],"about_ca_topic_score_codex":0.002809409,"about_ca_topic_score_gemma":0.012837982,"teacher_disagreement_score":0.010028573,"about_ca_system_score_codex":0.0000031493369,"about_ca_system_score_gemma":0.000027121263,"threshold_uncertainty_score":0.71638954},"labels":[],"label_agreement":null}]}