{"id":"W4387139858","doi":"10.24891/df.28.3.242","title":"The foreign practice of large merger & acquisitions transactions in the stock market sector of the oil and gas industry","year":2023,"lang":"en","type":"article","venue":"Digest Finance","topic":"Global Energy Security and Policy","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"PetroChina Company Limited; Petrobras; China National Offshore Oil Corporation","keywords":"Market capitalization; Petroleum industry; Capitalization; Business; Valuation (finance); Finance; Stock market; Petroleum; Equity (law)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009620105,0.0001474176,0.0001041235,0.002511593,0.0003359328,0.001545851,0.000192297,0.0002739326,0.002950138],"category_scores_gemma":[0.004610457,0.00007794562,0.0001762136,0.002575314,0.0004165016,0.00129679,0.0007073925,0.0003180472,0.0005050631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006946679,"about_ca_system_score_gemma":0.0003223711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003900141,"about_ca_topic_score_gemma":0.007591608,"domain_scores_codex":[0.999102,0.0001909078,0.0001061373,0.0001581865,0.0003176784,0.0001251146],"domain_scores_gemma":[0.9903605,0.001537325,0.006840531,0.0002768218,0.0006387655,0.0003459881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000518026,0.00002674054,0.9769725,0.00004019363,0.00004484831,0.0002242424,0.0003951722,0.0001723992,0.0004649307,0.001549705,0.001018392,0.01903917],"study_design_scores_gemma":[0.000001093296,0.00004454418,0.993982,0.00002129481,0.00001617196,0.0004149738,0.0007092008,0.0003826841,0.0005758256,0.0001339336,0.003713162,0.000005137093],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813545,0.00277834,0.0006149759,0.0003150461,0.00002644269,0.00002462953,0.001143274,0.00001681716,0.01372583],"genre_scores_gemma":[0.997152,0.0003934946,0.0001382346,0.00003237549,0.00003132281,0.000006445759,0.0006612675,0.000002035429,0.001582746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003900141,"threshold_uncertainty_score":0.009869158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01630503074104321,"score_gpt":0.2691422388813251,"score_spread":0.2528372081402819,"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."}}