{"id":"W2017080666","doi":"10.1177/0007650315576134","title":"Is Sustainability Performance Comparable? A Study of GRI Reports of Mining Organizations","year":2015,"lang":"en","type":"article","venue":"Business & Society","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":249,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Comparability; Sustainability; Contingency; Business; Meaning (existential); Sustainability reporting; Contingency theory; Content analysis; Impossibility; Accounting; Knowledge management; Computer science; Political science; Sociology; Psychology; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001764659,0.0001870677,0.0004814621,0.00007662827,0.0001972854,0.00007331884,0.0001841321,0.00008358227,0.00003787934],"category_scores_gemma":[0.002922096,0.0001867274,0.0001007887,0.00345474,0.0001566104,0.0008391409,0.0003468023,0.0001036626,0.000002905547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000164019,"about_ca_system_score_gemma":0.0007175171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00227985,"about_ca_topic_score_gemma":0.0001611422,"domain_scores_codex":[0.9977208,0.00002355525,0.001039325,0.0003814485,0.0005756713,0.0002591496],"domain_scores_gemma":[0.9902175,0.00006045963,0.001582058,0.0005736648,0.007544436,0.00002188076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003609834,0.0006682454,0.9875493,0.0006349597,0.00004640241,0.000007836669,0.008241852,0.0008165308,0.0001453935,0.00006337491,0.00128742,0.0005025968],"study_design_scores_gemma":[0.0007435802,0.00002935015,0.9157869,0.00006234338,0.0001571756,0.000005565973,0.07809466,0.002700833,0.0001462987,0.0008863148,0.001113251,0.0002737858],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978344,0.00004039039,0.0002114966,0.0002055901,0.0002136222,0.0006261254,0.000001041225,0.00008808121,0.0007791905],"genre_scores_gemma":[0.9992677,0.000002582305,0.0002665047,0.00009603017,0.0001840204,0.00001504003,0.00001324833,0.00002854697,0.0001263145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07176245,"threshold_uncertainty_score":0.7614524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04079936933108719,"score_gpt":0.278686430901569,"score_spread":0.2378870615704818,"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."}}