{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"261bb0586f54","filters":{"venue":"Europub Journal of Education Research"}},"results":[{"id":"W4307096688","doi":"10.54745/ejerv3n1-007","title":"La certificación como operador económico autorizado: estrategias para su implementación","year":2022,"lang":"es","type":"article","venue":"Europub Journal of Education Research","topic":"Business, Innovation, and Economy","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"123 Certification (Canada)","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Alberto Garduño Martínez","is_ca":true},{"name":"Yenit Martínez Garduño","is_ca":true},{"name":"Carlos Alberto Baltazar Vilchis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.163145960112168,"gpt":0.3861621762355588,"spread":0.2230162161233908,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008870209,0.0002766255,0.0006359369,0.00203272,0.001111138,0.001107819,0.001202101,0.0001183656,0.01474325],"category_scores_gemma":[0.0004288427,0.0003407802,0.0002281234,0.001995856,0.0002364768,0.0009528892,0.0003104681,0.001941042,0.0005323814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009371109,"about_ca_system_score_gemma":0.002646916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003552459,"about_ca_topic_score_gemma":0.000006183747,"domain_scores_codex":[0.9954119,0.0007067285,0.002241834,0.0005370355,0.0003644009,0.0007381495],"domain_scores_gemma":[0.9961604,0.000403188,0.00147632,0.0006041036,0.001080038,0.0002758946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002784573,0.00341349,0.6238749,0.0003515753,0.0004091504,0.00007132215,0.003048973,0.0004724151,0.000299251,0.2033575,0.1422669,0.02215603],"study_design_scores_gemma":[0.0007740255,0.0003882406,0.2688271,0.00004649,0.00001369436,0.0002324543,0.004603916,0.00019743,0.00005069405,0.004110666,0.7204378,0.0003175152],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9684646,0.003958733,0.0001064023,0.008125723,0.005236356,0.0004137715,0.0002470774,0.00001251771,0.01343483],"genre_scores_gemma":[0.9917054,0.001359524,0.0002855974,0.0003653648,0.001472928,0.00005883033,0.0001011575,0.00007818944,0.004573027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5781709,"threshold_uncertainty_score":0.9999291,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}