{"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":"ae220944c9a2","filters":{"venue":"Financial Analytics Science and Experience"}},"results":[{"id":"W3033197235","doi":"10.24891/fa.13.2.200","title":"Analyzing profitability ratios of leading global public oil and gas corporations","year":2020,"lang":"en","type":"article","venue":"Financial Analytics Science and Experience","topic":"Economic, Social, and Public Health Issues in Russia and Globally","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Profitability index; Revenue; Petroleum industry; Petroleum; Business; Finance; Chevron (anatomy); Earnings before interest, taxes, depreciation, and amortization; Balance sheet; Depreciation (economics); Industrial organization; Accounting; Economics; Market economy; Environmental science","authors":[{"name":"Oleg V. SHIMKO","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1411099447138418,"gpt":0.3931616638915014,"spread":0.2520517191776596,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006163868,0.0002172151,0.0001407481,0.005329179,0.0002332008,0.001004566,0.0001581932,0.0002045034,0.001152828],"category_scores_gemma":[0.002854804,0.00005387251,0.0001740381,0.004377552,0.0002067067,0.000828192,0.0004445977,0.0001682809,0.000319158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001097671,"about_ca_system_score_gemma":0.0005031317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005817571,"about_ca_topic_score_gemma":0.007019545,"domain_scores_codex":[0.9995814,0.00005107835,0.00003282798,0.00006622636,0.0001777103,0.00009085386],"domain_scores_gemma":[0.9980224,0.0003297686,0.0008565474,0.00006188303,0.0005570483,0.0001723971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000076624,0.00002703607,0.9611116,0.00003274233,0.00004128394,0.0001934804,0.0002529826,0.001083381,0.0005771442,0.001012781,0.001689872,0.03390117],"study_design_scores_gemma":[0.000001995026,0.0000698481,0.9912301,0.00001531854,0.00001715002,0.0002733655,0.001116074,0.002704253,0.0008654195,0.0003494451,0.003349299,0.000007674961],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919009,0.0005654427,0.0002990505,0.0001061744,0.000009605999,0.00001237804,0.001897251,0.00002460691,0.005184599],"genre_scores_gemma":[0.9973561,0.0001749361,0.0002465348,0.000008182611,0.000009791511,0.000006437439,0.001666429,0.000003618871,0.0005279689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005817571,"threshold_uncertainty_score":0.01156741,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4310398044","doi":"10.24891/fa.15.4.419","title":"Market capitalization and enterprise value of the world's leading publicly traded oil and gas corporations as an indicator of the investment attractiveness of domestic vertically integrated oil and gas companies","year":2022,"lang":"en","type":"article","venue":"Financial Analytics Science and Experience","topic":"Economic and Technological Developments in Russia","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Market capitalization; Capitalization; Business; Market value; Valuation (finance); Finance; Petroleum industry; Equity (law); Stock market","authors":[{"name":"Oleg V. SHIMKO","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02126661900856006,"gpt":0.2765743851158345,"spread":0.2553077661072745,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004349872,0.0001352631,0.00006843657,0.001688666,0.0001620035,0.00104336,0.0001393363,0.0001385368,0.001052793],"category_scores_gemma":[0.001543545,0.0000354843,0.0001428824,0.001225818,0.0002524574,0.001084805,0.0003629977,0.0001718025,0.0001048473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009559891,"about_ca_system_score_gemma":0.0003555111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004464201,"about_ca_topic_score_gemma":0.007302163,"domain_scores_codex":[0.9997683,0.00002897966,0.00001481469,0.00002847296,0.00009469343,0.00006465301],"domain_scores_gemma":[0.9984888,0.0002631279,0.0008049956,0.00004997261,0.0002616835,0.0001314831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008713955,0.00005073594,0.9603525,0.00003717387,0.00005986186,0.000288896,0.0005295672,0.001533993,0.002462155,0.003182529,0.0006856096,0.03072977],"study_design_scores_gemma":[0.000001103527,0.00004497665,0.9936203,0.00001330381,0.00001459405,0.0001609374,0.0007473955,0.001721468,0.001317827,0.0003967312,0.00195593,0.000005390708],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957014,0.0002497008,0.0001524074,0.00005939777,0.000002625618,0.000004235329,0.000314544,0.000003013595,0.003512727],"genre_scores_gemma":[0.9992542,0.00007244328,0.00004558456,0.000002596675,0.000003331609,0.000001203989,0.0002184027,4.56502e-7,0.0004018404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004464201,"threshold_uncertainty_score":0.008876443,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}