{"meta":{"query_hash":"a7cc50c391f4","filters":{"venue":"Nexus"},"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/a7cc50c391f4","api":"https://metacan.xera.ac/api/v1/cohort?venue=Nexus"},"results":[{"id":"W2247692583","doi":"10.25100/nc.v0i8.889","title":"Aproximación gnoseológica a las desgracias; una reflexión sobre el arte digital como pretexto para hablar sobre dos trabajos.","year":2011,"lang":"es","type":"article","venue":"Nexus","topic":"E-Learning and Knowledge Management","field":"Computer Science","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":"Petro-Canada","funders":"","keywords":"Humanities; Art","score_opus":0.0541318122069652,"score_gpt":0.29694622262115905,"score_spread":0.24281441041419385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2247692583","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04042527,0.002453365,0.047559112,0.0017697816,0.0022219908,0.0018357028,0.00011249027,0.0016106792,0.90201163],"genre_scores_gemma":[0.9850652,0.00020656027,0.0031364416,0.00049723056,0.00046022094,0.000109093184,0.000030332134,0.00010406821,0.010390821],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99466115,0.00031719377,0.000893968,0.0017117473,0.0009076629,0.0015082627],"domain_scores_gemma":[0.99651265,0.00017677147,0.0004840564,0.001938739,0.00028102717,0.000606778],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00063280744,0.0008944834,0.00081688736,0.00035876603,0.00070125476,0.0015942999,0.002383686,0.00040034976,0.00017178927],"category_scores_gemma":[0.00016115974,0.0008560727,0.00047345491,0.0010419937,0.00060328544,0.0013642688,0.0012857657,0.0009570303,0.0044307676],"study_design_candidate":"design_other","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":[0.00037135632,0.0026052024,0.0061567114,0.0010077183,0.00068636937,0.0013435141,0.020226331,0.00012034817,0.00020992364,0.254444,0.013899414,0.6989291],"study_design_scores_gemma":[0.008273248,0.0072580343,0.03823562,0.004168664,0.0007909058,0.00044320783,0.0032252814,0.12405282,0.0048325136,0.122756384,0.67918575,0.0067775524],"about_ca_topic_score_codex":0.00011117835,"about_ca_topic_score_gemma":0.000036109228,"teacher_disagreement_score":0.94464,"about_ca_system_score_codex":0.00015367512,"about_ca_system_score_gemma":0.0002087369,"threshold_uncertainty_score":0.99944216},"labels":[],"label_agreement":null},{"id":"W2589949735","doi":"10.25100/nc.v1i12.776","title":"Aciertos y desaciertos de la novelística de la violencia en Colombia. Análisis en las obras Viento Seco, El Día del Odio y el Día Señalado.","year":2013,"lang":"es","type":"article","venue":"Nexus","topic":"Latin American Literature Studies","field":"Social 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":"Novelis (Canada)","funders":"","keywords":"Art; Humanities; Physics; Philosophy","score_opus":0.0038440384198534065,"score_gpt":0.30722717969336133,"score_spread":0.3033831412735079,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2589949735","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":[0.7423211,0.0018187949,0.00053797365,0.0016878134,0.0007947182,0.0012521739,0.00018325279,0.00033848808,0.2510657],"genre_scores_gemma":[0.99015474,0.0008178594,0.0029558977,0.0020586378,0.0011644867,0.00029540283,0.000015293881,0.00010329485,0.002434397],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99238193,0.0030175042,0.0007487901,0.001020229,0.001043452,0.0017880659],"domain_scores_gemma":[0.9928754,0.004812193,0.00044306047,0.0006765331,0.00043537567,0.00075742236],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002159403,0.0007509219,0.0009542385,0.00023987622,0.001127283,0.0011997637,0.0012295258,0.0009800411,0.0012504924],"category_scores_gemma":[0.004198387,0.0007101416,0.0003700186,0.0013488312,0.002382018,0.00074330065,0.00053146086,0.0011573578,0.00069510675],"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":[0.00028390528,0.0022078746,0.38416913,0.0005345366,0.0017201438,0.0003545059,0.3235709,0.00022974279,0.024625272,0.10480608,0.06995794,0.087539986],"study_design_scores_gemma":[0.0036887622,0.0010297813,0.5592828,0.0010302736,0.0009791851,0.0001520872,0.04541429,0.004773175,0.0016808788,0.025317905,0.35348964,0.00316124],"about_ca_topic_score_codex":0.0053871223,"about_ca_topic_score_gemma":0.00020841543,"teacher_disagreement_score":0.2835317,"about_ca_system_score_codex":0.0009968475,"about_ca_system_score_gemma":0.0011982534,"threshold_uncertainty_score":0.9998371},"labels":[],"label_agreement":null},{"id":"W2963837404","doi":"10.25100/nc.v0i25.8194","title":"Afua Cooper: un espíritu creativo y democrático hecho poema. Entrevista","year":2019,"lang":"es","type":"article","venue":"Nexus","topic":"Latin American Cultural Politics","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":"Humanities; Art; Nexus (standard); Engineering","score_opus":0.0090029750224842,"score_gpt":0.28996962736749576,"score_spread":0.28096665234501156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963837404","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32836968,0.00092857477,0.00001349915,0.009504973,0.0012063985,0.00085564173,0.00008870669,0.0002050299,0.6588275],"genre_scores_gemma":[0.9262437,0.0004708585,0.00022179194,0.001746936,0.00084978796,0.000009214202,0.00001966388,0.000045658628,0.07039235],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964793,0.00049271795,0.00051300717,0.00062401046,0.00082780665,0.0010631866],"domain_scores_gemma":[0.9978647,0.00046306866,0.00032348855,0.0006311792,0.00025463116,0.00046288685],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00033998667,0.00039872102,0.00063141563,0.00006337131,0.0004497651,0.0005143824,0.00073086104,0.00027128775,0.007154333],"category_scores_gemma":[0.00051213865,0.00034218314,0.00022252594,0.00071872165,0.0006291612,0.00027997856,0.00020329712,0.0003966954,0.0077591357],"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":[0.00007971341,0.000493011,0.054284405,0.00028064032,0.00040139075,0.000087528155,0.026390834,0.00004760293,0.0025324286,0.84583926,0.041191082,0.028372113],"study_design_scores_gemma":[0.0016279559,0.00046133585,0.013209054,0.00034545874,0.00032738002,0.00001630906,0.013981421,0.00035755557,0.0010096212,0.004339776,0.9630944,0.0012297478],"about_ca_topic_score_codex":0.0023191327,"about_ca_topic_score_gemma":0.000050493963,"teacher_disagreement_score":0.9219033,"about_ca_system_score_codex":0.00031653262,"about_ca_system_score_gemma":0.00036222988,"threshold_uncertainty_score":0.999903},"labels":[],"label_agreement":null},{"id":"W4411923972","doi":"10.1016/j.ynexs.2025.100083","title":"Material intelligence by the convergence of artificial intelligence and robotic platforms","year":2025,"lang":"en","type":"article","venue":"Nexus","topic":"Machine Learning in Materials Science","field":"Materials Science","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Vector Institute; Canadian Institute for Advanced Research","funders":"National Natural Science Foundation of China; Royal Academy of Engineering; UK Research and Innovation","keywords":"Convergence (economics); Artificial intelligence; Computer science; Economics","score_opus":0.019989082881365847,"score_gpt":0.281977542317714,"score_spread":0.26198845943634813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411923972","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":[0.8345044,0.00020667605,0.16010721,0.0005256581,0.0030973288,0.0003345924,0.00003156182,0.00008865912,0.0011038993],"genre_scores_gemma":[0.9968253,0.000028187696,0.0025082664,0.00021205502,0.000060850267,0.000020821051,0.0000038020648,0.000009965994,0.00033077016],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981548,0.00009364301,0.0005937197,0.0004475362,0.00033763613,0.00037263133],"domain_scores_gemma":[0.9988878,0.00027238808,0.00021738584,0.00046786005,0.000088925466,0.00006564807],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011145227,0.00019844776,0.00029152265,0.00007425265,0.00025160427,0.0001977862,0.0008960414,0.000087939006,0.001311179],"category_scores_gemma":[0.0004246321,0.00013481682,0.00003670811,0.00036706246,0.00088115974,0.00022644084,0.0003578463,0.00014386179,0.00012262924],"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":[0.00010545546,0.000055047818,0.00035367114,0.00010855684,0.0000065120635,0.000002809793,0.000615264,0.0068700286,0.9137004,0.06713833,0.00053624506,0.010507661],"study_design_scores_gemma":[0.00003090822,0.00010451532,0.00043017388,0.00007240749,0.000019604451,0.000013832419,0.0004057356,0.025610069,0.92271817,0.050099384,0.00030356264,0.00019166486],"about_ca_topic_score_codex":0.0003324328,"about_ca_topic_score_gemma":0.000021089207,"teacher_disagreement_score":0.16232087,"about_ca_system_score_codex":0.000028575136,"about_ca_system_score_gemma":0.00008278215,"threshold_uncertainty_score":0.9996018},"labels":[],"label_agreement":null},{"id":"W4413237257","doi":"10.1016/j.ynexs.2025.100087","title":"Methane emissions from the oil and gas supply chain: Characteristics and mitigation","year":2025,"lang":"en","type":"article","venue":"Nexus","topic":"Global Energy Security and Policy","field":"Energy","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Ningbo Institute of Materials Technology and Engineering, Chinese Academy of Sciences; Natural Science Foundation of Jiangsu Province; National Natural Science Foundation of China","keywords":"Methane emissions; Methane; Supply chain; Environmental science; Business; Fossil fuel; Methane gas; Greenhouse gas; Petroleum engineering; Waste management; Chemistry; Engineering; Geology; Oceanography","score_opus":0.00887969839979228,"score_gpt":0.242070814873903,"score_spread":0.23319111647411073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413237257","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":[0.84001505,0.0017363206,0.00001156475,0.023518892,0.00038066777,0.0000301085,0.00014267553,0.0000646388,0.1341001],"genre_scores_gemma":[0.9913937,0.00077546947,0.000084670515,0.0032717905,0.00023177809,0.000008947031,0.00011087038,0.0000068538884,0.004115926],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99947035,0.000065296306,0.00011556223,0.00014388193,0.00006778333,0.0001371072],"domain_scores_gemma":[0.9995112,0.00019393925,0.000032772412,0.00016863467,0.000023608422,0.000069879046],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006711208,0.00009266514,0.00011505329,0.000023238406,0.00012554784,0.00004730653,0.00008087745,0.00009217511,0.00007531174],"category_scores_gemma":[0.00015688154,0.000069297275,0.000020644733,0.00010384157,0.000075845324,0.000043959615,0.000063548476,0.000110485526,0.000008637658],"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":[0.000026178725,0.000021324086,0.0006347457,0.000017549899,0.00004677397,0.0000056684617,0.0012734024,0.000014069886,0.0027301568,0.7901966,0.0035901566,0.20144337],"study_design_scores_gemma":[0.00042152996,0.000015974374,0.024067236,0.00007133365,0.00004938042,0.0000048050206,0.00018277443,0.0005091809,0.0014122372,0.039823353,0.9333337,0.00010848332],"about_ca_topic_score_codex":0.0077317697,"about_ca_topic_score_gemma":0.0011701261,"teacher_disagreement_score":0.9297435,"about_ca_system_score_codex":0.000011689886,"about_ca_system_score_gemma":0.000029656921,"threshold_uncertainty_score":0.99887586},"labels":[],"label_agreement":null},{"id":"W4414282320","doi":"10.1016/j.ynexs.2025.100097","title":"Quantifying greenhouse gas emission risks from natural gas pipeline incidents","year":2025,"lang":"en","type":"article","venue":"Nexus","topic":"Oil, Gas, and Environmental Issues","field":"Energy","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Ningbo Institute of Materials Technology and Engineering, Chinese Academy of Sciences; Government of Jiangsu Province; Chinese Academy of Sciences; Natural Science Foundation of Jiangsu Province; National Natural Science Foundation of China","keywords":"Greenhouse gas; Pipeline transport; Natural gas; Pipeline (software); Fugitive emissions; Risk management; Energy source","score_opus":0.03797725016590337,"score_gpt":0.3058838608978658,"score_spread":0.2679066107319624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414282320","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":[0.9822584,0.0021343734,0.00007029595,0.00026249886,0.0012031196,0.000081347855,0.00001098094,0.00018431392,0.0137947155],"genre_scores_gemma":[0.9901231,0.00031539993,0.00049299654,0.00047165895,0.0003004149,0.000007091552,0.0000888662,0.000033554392,0.0081669],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987047,0.00006803545,0.0002855972,0.0003706541,0.00026026435,0.00031076785],"domain_scores_gemma":[0.9993254,0.00009814279,0.00007396344,0.00039059392,0.000013967972,0.00009791914],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008708346,0.00021581865,0.000245662,0.00008301094,0.00016235812,0.000060859253,0.00025996106,0.00014498133,0.00044638134],"category_scores_gemma":[0.00009863887,0.0001957739,0.00009489766,0.00013918866,0.000057024372,0.00016537441,0.00018774094,0.00026968544,0.00051138754],"study_design_candidate":"design_other","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":[0.0007056903,0.00076090597,0.16686216,0.00013167622,0.00027066038,0.0003412229,0.0044461894,0.0023554484,0.14846747,0.00094217685,0.04977346,0.62494296],"study_design_scores_gemma":[0.007896985,0.00024493976,0.28561202,0.001167759,0.00046233842,0.000019902083,0.0035888753,0.032383,0.27629668,0.030053187,0.36029395,0.0019803874],"about_ca_topic_score_codex":0.024942052,"about_ca_topic_score_gemma":0.0032912844,"teacher_disagreement_score":0.6229626,"about_ca_system_score_codex":0.000107216976,"about_ca_system_score_gemma":0.000012168021,"threshold_uncertainty_score":0.98155093},"labels":[],"label_agreement":null}]}