{"id":"W4249647317","doi":"10.1111/1911-3838.12097","title":"Chesapeake Energy Corporation","year":2016,"lang":"en","type":"article","venue":"Accounting Perspectives","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Corporate governance; Corporation; Shareholder; Task (project management); Business; Energy (signal processing); Public relations; Accounting; Proxy (statistics); Political science; Economics; Management; Finance; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007239103,0.0002129468,0.0002195284,0.0002565952,0.0003111468,0.0003866,0.0002247589,0.0000914655,0.0004000994],"category_scores_gemma":[0.0021671,0.0001619794,0.0001263562,0.0006428784,0.0001544231,0.002576975,0.0001837214,0.00007926652,0.0003244751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001661929,"about_ca_system_score_gemma":0.00007539146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008497676,"about_ca_topic_score_gemma":0.000420748,"domain_scores_codex":[0.9983239,0.00001627342,0.0003863545,0.0005270661,0.0003795666,0.0003668038],"domain_scores_gemma":[0.9982307,0.0001453564,0.0006622791,0.0003373537,0.0006107764,0.00001353253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001482428,0.0001816459,0.2000381,0.00004772626,0.00007541943,0.00003829332,0.000614778,0.000004292951,0.07504617,0.5863268,0.003184799,0.1342938],"study_design_scores_gemma":[0.002224332,0.00004153347,0.3688908,0.0003074395,0.0001720845,0.00002317356,0.01351791,0.0007935919,0.00356859,0.2382303,0.3701483,0.002081966],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9280787,0.0001398773,0.003274587,0.003145962,0.0005009696,0.000161854,0.000001447709,0.0005893365,0.06410724],"genre_scores_gemma":[0.9947032,0.00000967845,0.0001552792,0.0005204937,0.002343187,0.00001983395,0.000004134652,0.00004404085,0.002200093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3669635,"threshold_uncertainty_score":0.6605327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01876078084567141,"score_gpt":0.2341021146763847,"score_spread":0.2153413338307133,"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."}}