{"id":"W1979011661","doi":"10.2308/api.2002.2.1.22","title":"Responding to “Discrediting” Events: Annual Report Disclosure Responses to Environmental Fines","year":2002,"lang":"en","type":"article","venue":"Accounting and the Public Interest","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary","funders":"","keywords":"Environmental reporting; Business; Quality (philosophy); Sample (material); Accounting; Work (physics); Event (particle physics); Environmental quality; Social responsibility; Environmental resource management; Actuarial science; Public relations; Economics; Political science; Law; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003880405,0.0003257608,0.000378659,0.0008324368,0.000856569,0.001025231,0.0005228306,0.00009414759,0.0002763906],"category_scores_gemma":[0.0137347,0.0002457951,0.0001505339,0.001288575,0.0001767662,0.001566663,0.001205891,0.0003051377,0.0003838659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008951018,"about_ca_system_score_gemma":0.00002333921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001707519,"about_ca_topic_score_gemma":0.0002698776,"domain_scores_codex":[0.9972389,0.00009442363,0.0008355143,0.0006796468,0.0005039748,0.0006475583],"domain_scores_gemma":[0.997987,0.0005109425,0.0006374133,0.0006173732,0.0001787675,0.00006846087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002344697,0.0004487685,0.8142645,0.0001762477,0.0002826878,0.0008136844,0.004553875,0.00001157981,0.002666488,0.07882632,0.03652808,0.0590831],"study_design_scores_gemma":[0.001860658,0.00006471307,0.1182322,0.0003357358,0.0001419564,0.0004528465,0.01159052,0.001027292,0.00006105936,0.006818071,0.8582047,0.00121021],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9518695,0.00006768691,0.00009959398,0.04253973,0.0007061572,0.0005639012,0.00001846252,0.0001812872,0.003953655],"genre_scores_gemma":[0.986755,0.000003724776,0.00009775883,0.003146133,0.002070912,0.00007143665,0.00001964106,0.00005559836,0.007779836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8216766,"threshold_uncertainty_score":0.9999994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0296896571240994,"score_gpt":0.2513356900962117,"score_spread":0.2216460329721123,"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."}}