{"id":"W1513941113","doi":"10.22164/isea.v6i1.62","title":"Standalone CSR Reports: A Canadian Analysis","year":2012,"lang":"en","type":"article","venue":"Issues in Social and Environmental Accounting","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Corporate social responsibility; Business; Argument (complex analysis); Accounting; Index (typography); Strengths and weaknesses; Marketing; Public relations; Political science; Psychology; Social psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00132786,0.0001991483,0.0003500369,0.0004276916,0.0005318815,0.0002376289,0.00008638949,0.0001252302,0.0004097933],"category_scores_gemma":[0.0001796091,0.0002162325,0.000116039,0.0008662319,0.0001386323,0.001474879,0.0001941496,0.0001831298,0.00003775212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003050321,"about_ca_system_score_gemma":0.00002667104,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1398122,"about_ca_topic_score_gemma":0.06419761,"domain_scores_codex":[0.9981709,0.00001737469,0.0005145099,0.0003240864,0.0003359848,0.0006371544],"domain_scores_gemma":[0.9994032,0.000028534,0.0003656592,0.0001443233,0.00001439186,0.00004391489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008570322,0.00004565982,0.9926713,0.00001950507,0.00005351044,0.00004216105,0.0007237425,0.000006499407,0.000311418,0.000427529,0.000114496,0.0055756],"study_design_scores_gemma":[0.0001376306,0.000002077666,0.9252467,0.00001002583,0.0001866439,0.000005041065,0.004835137,0.0002593937,0.00001716981,0.001412441,0.06755468,0.0003330623],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892057,0.0005292185,0.000008300598,0.0004031399,0.0001900796,0.0001659392,0.000005514974,0.00004566902,0.009446413],"genre_scores_gemma":[0.9973334,0.00001736949,0.00007690369,0.0005304362,0.001686681,0.00001349857,0.0000636399,0.00002510348,0.000252932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07561454,"threshold_uncertainty_score":0.9528784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01743339082560796,"score_gpt":0.2509672313364757,"score_spread":0.2335338405108677,"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."}}