{"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":"746ecee4133d","filters":{"venue":"Scholarly Research and Information"}},"results":[{"id":"W3003267280","doi":"10.24108/2658-3143-2019-2-4-228-247","title":"THE STATE OF OA: A LARGE-SCALE ANALYSIS OF THE PREVALENCE AND IMPACT OF OPEN ACCESS ARTICLES","year":2020,"lang":"en","type":"article","venue":"Scholarly Research and Information","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University; Université de Montréal; Université du Québec à Montréal; Impact; OpenAlex","funders":"","keywords":"Citation; License; Scholarly communication; Web of science; Bibliometrics; Open science; World Wide Web; Citation analysis; Scale (ratio); Computer science; Medicine; Library science; Political science; Geography; Internal medicine; Meta-analysis; Statistics; Cartography; Mathematics","authors":[{"name":"Heather Piwowar","is_ca":true},{"name":"J. Priem","is_ca":true},{"name":"Vincent Larivière","is_ca":true},{"name":"Juan Pablo Alperín","is_ca":true},{"name":"L. Matthias","is_ca":true},{"name":"B. Norlander","is_ca":false},{"name":"Amanda Farley","is_ca":false},{"name":"J West","is_ca":false},{"name":"Stefanie Haustein","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5742008247629874,"gpt":0.6164333840370883,"spread":0.04223255927410086,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","bibliometrics","open_science"],"consensus_categories":[],"category_scores_codex":[0.01314422,0.0003924825,0.0008052537,0.02483149,0.001360178,0.0047156,0.001491032,0.001008465,0.003874563],"category_scores_gemma":[0.08927786,0.0005630627,0.001399336,0.02907943,0.00176863,0.005352458,0.003930789,0.001168995,0.002116394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001069123,"about_ca_system_score_gemma":0.001744515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008248107,"about_ca_topic_score_gemma":0.01060553,"domain_scores_codex":[0.9830496,0.003368945,0.003935193,0.002451353,0.006347062,0.0008478073],"domain_scores_gemma":[0.7999387,0.0753607,0.08328031,0.01175989,0.02391928,0.005741088],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008945107,0.0000645477,0.9828169,0.0004633472,0.0002659257,0.0001333884,0.001996605,0.00006490479,0.0002711099,0.0003873372,0.002631014,0.01081544],"study_design_scores_gemma":[0.000008642036,0.00004846987,0.991176,0.0002082103,0.0001423668,0.0004078018,0.002566012,0.0003350266,0.0002348348,0.000246581,0.004595863,0.00003009149],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9647266,0.005270026,0.001450123,0.001020779,0.00006035077,0.0002411495,0.02100134,0.0001125664,0.006117029],"genre_scores_gemma":[0.9811692,0.002767533,0.001930199,0.0003495133,0.0002436438,0.0003369935,0.01201532,0.0001204536,0.001067098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.998509,"threshold_uncertainty_score":0.06951416,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}