{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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":"10aadb7be964","filters":{"venue":"Przegląd Statystyczny Statistical Review"}},"results":[{"id":"W4318830043","doi":"10.5604/01.3001.0016.2377","title":"Alternative investments during turbulent times comparison of dynamic relationship","year":2023,"lang":"en","type":"article","venue":"Przegląd Statystyczny Statistical Review","topic":"Market Dynamics and Volatility","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Czech; Safe haven; Liberian dollar; Financial market; Financial crisis; Economics; Asset (computer security); Business; Stock (firearms); China; Economy; Geography; Financial economics; Finance; Macroeconomics","authors":[{"name":"Karolina Siemaszkiewicz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07119402113780958,"gpt":0.3420945806101427,"spread":0.2709005594723331,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009974331,0.0002202474,0.0008905674,0.0001928817,0.0001109229,0.00003067562,0.0002536901,0.00006565561,0.0009478838],"category_scores_gemma":[0.001876285,0.0002331695,0.0001283856,0.0005698402,0.0001208092,0.0001291109,0.0001129302,0.0002275675,0.0005394609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001569936,"about_ca_system_score_gemma":0.00003215493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001052813,"about_ca_topic_score_gemma":0.00001284794,"domain_scores_codex":[0.9974225,0.0001089992,0.001452181,0.0005013312,0.0001361897,0.0003788529],"domain_scores_gemma":[0.9980507,0.0006691891,0.0006055981,0.0004380897,0.0000713966,0.0001649725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0000362367,0.0002539226,0.1834808,0.006163662,0.0001615322,0.00002115471,0.0002911164,0.00003984551,0.000004003546,0.8020843,0.002462915,0.005000446],"study_design_scores_gemma":[0.0004541214,0.00007427875,0.3949294,0.0008890103,0.00004081411,0.000002889819,0.00001954713,0.3432686,0.000002118119,0.2551505,0.004831858,0.0003368333],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4760125,0.1781953,0.263798,0.006340582,0.001689646,0.007182403,0.0132404,0.0007522613,0.05278893],"genre_scores_gemma":[0.9814578,0.01312862,0.003729622,0.0001440374,0.000014756,0.00008123762,0.0003847703,0.0000348584,0.001024304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5469339,"threshold_uncertainty_score":0.9999654,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3032906951","doi":"10.5604/01.3001.0016.2363","title":"The Study of Dynamic Relationships between Flow of Foreign Direct Investment and the Pattern of Comparative Advantage in the Polish Economy","year":2014,"lang":"en","type":"article","venue":"Przegląd Statystyczny Statistical Review","topic":"Global Trade and Competitiveness","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Foreign direct investment; Variance decomposition of forecast errors; Benchmark (surveying); Error correction model; Econometrics; Quarter (Canadian coin); Impulse response; Economics; Variance (accounting); Investment (military); Economy; Computer science; Mathematics; Macroeconomics; Cointegration; Geography; Political science","authors":[{"name":"Marcin Sałamaga","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04162591847425772,"gpt":0.2953717515923233,"spread":0.2537458331180656,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002219199,0.0001605786,0.0006460489,0.00004521918,0.0001320764,0.00004927637,0.0003537432,0.00002076833,0.00001348097],"category_scores_gemma":[0.0004688565,0.00007966458,0.00005788934,0.0002885214,0.0003616769,0.0001572622,0.0001129448,0.0001623714,0.000004843945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001430301,"about_ca_system_score_gemma":0.00001675111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003849956,"about_ca_topic_score_gemma":0.0004005501,"domain_scores_codex":[0.9980274,0.0006204834,0.0007574948,0.0001913568,0.0002249432,0.0001783538],"domain_scores_gemma":[0.9955195,0.003566161,0.0004536351,0.0003252141,0.0001238503,0.00001169044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00006260314,0.0002827835,0.1029628,0.002731981,0.0001392744,0.000001399451,0.0008043672,0.00001520504,5.500571e-7,0.8686263,0.0002088363,0.02416391],"study_design_scores_gemma":[0.003654105,0.0002489433,0.8344672,0.002546647,0.000977902,0.000001658519,0.01117976,0.006581236,0.000002532833,0.1117984,0.02820386,0.0003377204],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5687259,0.06426549,0.05451379,0.007510903,0.0003539659,0.02418603,0.001111336,0.00008767714,0.2792449],"genre_scores_gemma":[0.9985622,0.000826102,0.00008818501,0.000350953,0.00002105485,0.0001045041,0.00003424892,0.000007558887,0.000005198062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7568278,"threshold_uncertainty_score":0.3248627,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}