{"id":"W3161393649","doi":"10.1111/1911-3838.12259","title":"Extractive Sector Stakeholders' Perspectives of the Extractive Sector Transparency Measures Act (<scp>ESTMA)</scp><sup>*</sup>","year":2021,"lang":"en","type":"article","venue":"Accounting Perspectives","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Transparency (behavior); Corporate social responsibility; Business; Reputation; Accounting; Stakeholder; Context (archaeology); Public relations; Marketing; Finance; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02100173,0.000318567,0.0004741927,0.001067003,0.01419411,0.01344184,0.002127886,0.01179587,0.002789067],"category_scores_gemma":[0.04057442,0.0002280239,0.0006443132,0.002167502,0.01478404,0.005383957,0.003519674,0.01098112,0.0002588278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0384117,"about_ca_system_score_gemma":0.07438079,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.646898,"about_ca_topic_score_gemma":0.7216512,"domain_scores_codex":[0.9667246,0.01332924,0.001001955,0.001438379,0.01307517,0.004430611],"domain_scores_gemma":[0.9301533,0.0418939,0.004279112,0.0008444136,0.01935539,0.003473969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001024505,0.00004116334,0.00555986,0.0007430194,0.00003662309,0.002777127,0.2290761,0.0006149675,0.002205985,0.4335518,0.2977584,0.02753256],"study_design_scores_gemma":[0.00001690121,0.00004080006,0.009198431,0.002236473,0.00003969197,0.0003515866,0.1589625,0.0005094801,0.001217529,0.02184463,0.8053806,0.0002014801],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02580225,0.005818433,0.001194494,0.8929382,0.003263285,0.00003684339,0.0002041444,0.00002225999,0.07072012],"genre_scores_gemma":[0.6507588,0.006899168,0.0007852041,0.3267532,0.002406035,0.00005592327,0.00009514394,0.00005527859,0.0121912],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.646898,"threshold_uncertainty_score":0.710363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05915177601608669,"score_gpt":0.2635529454343755,"score_spread":0.2044011694182888,"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."}}