{"id":"W4210465159","doi":"10.3390/jrfm14020044","title":"Corporate Finance","year":2021,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Reporting and Valuation Research","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Corporate finance; Business; Finance; Order (exchange); Shareholder; Shareholder value; Investment (military); Value (mathematics); Accounting; Corporate governance; Computer science; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001165183,0.0001052536,0.0002241669,0.0002275938,0.0001946703,0.0001829675,0.0001192534,0.00004525143,0.0000450282],"category_scores_gemma":[0.0007886739,0.00009322452,0.00009717975,0.0005582775,0.00004143848,0.0003866561,0.0001527978,0.0002178476,0.00003797876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001797093,"about_ca_system_score_gemma":0.00005475808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003183884,"about_ca_topic_score_gemma":0.00002464699,"domain_scores_codex":[0.9987467,0.00001785488,0.0004816513,0.0001574384,0.0003989228,0.0001974547],"domain_scores_gemma":[0.9983408,0.00003092119,0.0009261417,0.0001335092,0.0005535911,0.00001501648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000118301,0.0001602852,0.05307594,0.0001709038,0.00002085951,0.001294917,0.00005942023,0.0002173071,0.00004948835,0.1224734,0.01362164,0.8087376],"study_design_scores_gemma":[0.0008092302,0.00002520056,0.3665498,0.0001081646,0.0000895647,0.00003071945,0.0001287047,0.0003110028,0.00005283665,0.0428949,0.5888463,0.0001535059],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.972579,0.001213431,0.01456179,0.0005080448,0.001087191,0.0001150919,0.000002002591,0.00001826752,0.009915206],"genre_scores_gemma":[0.9939503,0.001775362,0.001738485,0.0005230528,0.001045951,0.000003219073,0.000002455392,0.00001151016,0.0009496497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.808584,"threshold_uncertainty_score":0.3801586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03407933050398895,"score_gpt":0.2614528373904481,"score_spread":0.2273735068864592,"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."}}