{"meta":{"query_hash":"a23bdd47d1bf","filters":{"venue":"Standardization Journal of Research and Innovation"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"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/a23bdd47d1bf","api":"https://metacan.xera.ac/api/v1/cohort?venue=Standardization+Journal+of+Research+and+Innovation"},"results":[{"id":"W4383890843","doi":"10.58831/2831-7920-1.1.2","title":"Breaking the Bias Through Standardization: #BreakTheBias","year":2022,"lang":"en","type":"article","venue":"Standardization Journal of Research and Innovation","topic":"Technology Assessment and Management","field":"Engineering","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":"Standardization; Medicine; Psychology; Computer science; Operating system","score_opus":0.09084830122283534,"score_gpt":0.36945897317519255,"score_spread":0.2786106719523572,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383890843","genre_codex":"methods","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":[0.09340518,0.0012134477,0.8922598,0.0043477966,0.0006677686,0.00032649268,0.000037503512,0.000109411434,0.0076326462],"genre_scores_gemma":[0.99826217,0.00045483644,0.00092210696,0.000069188805,0.0001123195,0.000014675015,0.000017249067,0.000015617705,0.00013182306],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99831855,0.00012702914,0.00039140455,0.00008105011,0.0009014692,0.00018047569],"domain_scores_gemma":[0.9987534,0.00008337934,0.00013698544,0.00013040601,0.00087863265,0.000017142378],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003077202,0.00007385448,0.00011522721,0.00070048956,0.0006368193,0.00010994596,0.0001916665,0.000030506391,0.00013866283],"category_scores_gemma":[0.00014591064,0.000057302612,0.000020885385,0.0030362965,0.000113828486,0.00038636444,0.00011029217,0.00049199635,5.627989e-7],"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":[0.00018282839,0.00006359542,0.002898011,0.00009220084,0.0002628614,0.000028178469,0.0022022922,0.07252178,0.0019593928,0.73976904,0.12166845,0.05835138],"study_design_scores_gemma":[0.00085838407,0.0005430079,0.00088478037,0.000036952522,0.000014036007,0.00008167822,0.0038253611,0.0020896276,0.0024737266,0.040119246,0.9489536,0.00011959847],"about_ca_topic_score_codex":0.0000013294782,"about_ca_topic_score_gemma":0.0000012124896,"teacher_disagreement_score":0.904857,"about_ca_system_score_codex":0.00019366248,"about_ca_system_score_gemma":0.00008645221,"threshold_uncertainty_score":0.48979634},"labels":[],"label_agreement":null},{"id":"W4383900660","doi":"10.58831/2831-7920-1.3.1","title":"Moving Ahead with Gender Diversity at the IEC","year":2022,"lang":"en","type":"article","venue":"Standardization Journal of Research and Innovation","topic":"Energy and Environment Impacts","field":"Environmental 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":"Gender diversity; Empowerment; Public relations; Diversity (politics); Political science; Work (physics); Mission statement; Action plan; Commission; Working group; Corporate governance; Engineering; Business; Management; Law","score_opus":0.055568219417869,"score_gpt":0.3079628108453333,"score_spread":0.2523945914274643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383900660","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":[0.9864835,0.000052661595,0.008196104,0.0010569227,0.000036389476,0.00006293278,0.000006394109,0.0000027879403,0.004102316],"genre_scores_gemma":[0.99870974,0.000055074273,0.00014597453,0.00013193229,0.000024811645,0.0000014340341,0.000005866552,0.000003903468,0.00092128053],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984378,0.0001344274,0.00013266355,0.00007514198,0.0010851134,0.00013484196],"domain_scores_gemma":[0.99966514,0.0000454062,0.000112161164,0.00007419655,0.00006513181,0.000037949056],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021749174,0.00004039149,0.000050312672,0.0001303028,0.0015775355,0.00002768532,0.0001104475,0.000012383057,0.0017740454],"category_scores_gemma":[0.00007070428,0.000025919673,0.000008888358,0.0010524213,0.0002095805,0.0002855059,0.0005067842,0.0002286537,0.0000026857583],"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":[0.0014503412,0.00014356979,0.58623296,0.000014916666,0.00007706409,0.000044763387,0.0042454153,0.3268221,0.013363877,0.006810312,0.044154488,0.016640201],"study_design_scores_gemma":[0.0025544013,0.0029904097,0.68605685,0.000026484564,0.000023525005,0.0003587784,0.005170806,0.00054536446,0.00662367,0.010572996,0.28479737,0.00027936988],"about_ca_topic_score_codex":0.000012929612,"about_ca_topic_score_gemma":0.000009109277,"teacher_disagreement_score":0.32627672,"about_ca_system_score_codex":0.00035806387,"about_ca_system_score_gemma":0.000024386645,"threshold_uncertainty_score":0.9997223},"labels":[],"label_agreement":null}]}