{"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":"67cc01ee1150","filters":{"venue":"Journal of Standardisation"}},"results":[{"id":"W4392807422","doi":"10.59490/jos.2024.7130","title":"Two Sides Of The Same Coin? A Panel Data Approach To The Innovation-Standard Relationship","year":2024,"lang":"en","type":"article","venue":"Journal of Standardisation","topic":"Innovation Policy and R&D","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Standards Association","funders":"","keywords":"Panel data; Computer science; Business; Econometrics; Economics","authors":[{"name":"Didier Wayoro","is_ca":true},{"name":"Wilfried Nonguierma","is_ca":true},{"name":"Michelle Parkouda","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1767849268281747,"gpt":0.3186879890263115,"spread":0.1419030621981368,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003477085,0.00008399264,0.0002173713,0.0003801678,0.0001703214,0.0001300851,0.0004437261,0.00004933936,0.00003613504],"category_scores_gemma":[0.001111798,0.00005343083,0.00007394856,0.001598053,0.00006655772,0.0004809898,0.00008406556,0.000272963,0.00001523873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001472503,"about_ca_system_score_gemma":0.0001777757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003229681,"about_ca_topic_score_gemma":0.0000102951,"domain_scores_codex":[0.9984436,0.0000387635,0.001088033,0.0001477968,0.0001735675,0.0001082529],"domain_scores_gemma":[0.9984136,0.000157641,0.0006762844,0.0004276902,0.0003045213,0.00002028934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004088622,0.00002014988,0.008453057,0.00003980736,0.00007075915,3.305687e-7,0.002080516,0.00185821,0.00002971357,0.9663517,0.01962812,0.001426734],"study_design_scores_gemma":[0.00100991,0.0001465051,0.1277209,0.0002276564,0.00006214048,0.00006982961,0.001630399,0.006087904,0.0003824163,0.3605801,0.5018061,0.0002761234],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3823788,0.003310987,0.4812114,0.06246439,0.004092652,0.001009229,0.004785259,0.0000440269,0.06070318],"genre_scores_gemma":[0.996848,0.00002284752,0.001888465,0.00049541,0.0004025737,0.000003182525,0.0000264126,0.00001274873,0.0003003857],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6144691,"threshold_uncertainty_score":0.2178846,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}