{"id":"W2567010459","doi":"10.2495/sdp-v12-n4-667-677","title":"Sustainability Multivariate Analysis Based on the Global Reporting Initiative (GRI) Framework, Using as a Case Study: Brazil Compared to Spain and Portugal","year":2016,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Multivariate statistics; Multivariate analysis; Sustainability reporting; Environmental planning; Business; Environmental resource management; Regional science; Environmental science; Geography; Statistics; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003587461,0.0003154528,0.0003220832,0.003085541,0.0005691854,0.001636933,0.0003213082,0.0001777196,0.001773589],"category_scores_gemma":[0.008766263,0.00009426249,0.000487067,0.004801486,0.0008614131,0.001027012,0.001424989,0.0004292682,0.00008766427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001152095,"about_ca_system_score_gemma":0.001147408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01865237,"about_ca_topic_score_gemma":0.01996228,"domain_scores_codex":[0.9978655,0.001469614,0.000108171,0.0001809025,0.0002376503,0.0001381815],"domain_scores_gemma":[0.99547,0.00260992,0.0009054625,0.0002729345,0.0006392622,0.0001023482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001442457,0.0002076282,0.8326823,0.0004548088,0.0001727526,0.0006831018,0.01641466,0.003997572,0.001288897,0.02688621,0.001893059,0.1151748],"study_design_scores_gemma":[0.00001847933,0.0002326113,0.8855915,0.0004107088,0.000163928,0.0005299777,0.06205962,0.02660097,0.001736003,0.009171497,0.0134275,0.00005711746],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9760339,0.0004020351,0.01283815,0.0005285814,0.00001360324,0.000119907,0.0008077094,0.00005209704,0.009203887],"genre_scores_gemma":[0.9940827,0.0001169926,0.005290011,0.0000131314,0.000004147153,0.00004856549,0.0002073498,0.00001014945,0.0002268654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01865237,"threshold_uncertainty_score":0.03708762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0541566901163547,"score_gpt":0.3530032153463178,"score_spread":0.2988465252299631,"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."}}