{"id":"W4293762895","doi":"10.24891/ea.21.8.1506","title":"Profitability ratios 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":"Economic Analysis Theory and Practice","topic":"Economic, Social, and Public Health Issues in Russia and Globally","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Profitability index; Revenue; Petroleum industry; Business; Petroleum; Finance; Fossil fuel; Stock market; Investment (military); Industrial organization; Environmental science; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01229559,0.0001464076,0.0006097656,0.0002301822,0.0006245857,0.0001475912,0.0005126744,0.0000572547,0.0005022698],"category_scores_gemma":[0.004304019,0.00009575867,0.0001360072,0.0007604074,0.001049051,0.0008252079,0.0002293207,0.0002643647,0.000001864047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009449923,"about_ca_system_score_gemma":0.0006340881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00043358,"about_ca_topic_score_gemma":0.0008752107,"domain_scores_codex":[0.9935366,0.004555151,0.001049316,0.0004333247,0.0002616179,0.0001639972],"domain_scores_gemma":[0.9885034,0.009155871,0.001494972,0.0005732861,0.0001339943,0.0001385085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0009842881,0.0004401448,0.1096721,0.0000623721,0.001002071,7.951123e-7,0.01140057,0.001356347,0.0001677426,0.8611666,0.0001477112,0.01359931],"study_design_scores_gemma":[0.002383379,0.0006966412,0.291898,0.00005250934,0.003515272,0.000103427,0.1108971,0.01150153,0.0007305085,0.5326093,0.04488793,0.000724364],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800727,0.0003510505,0.0000383732,0.008364226,0.0001434314,0.00009341798,0.0001077326,0.000005846968,0.01082326],"genre_scores_gemma":[0.9982913,0.0001240669,0.0001430226,0.0006155201,0.00001949763,0.00002638749,0.000008259351,0.000005754947,0.0007661883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3285572,"threshold_uncertainty_score":0.5499502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06254386712462527,"score_gpt":0.3823397673335045,"score_spread":0.3197959002088792,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}