{"id":"W2607416184","doi":"10.1177/030630700302900101","title":"Improving Sustainability Performance: Specifying, Implementing and Measuring Key Principles","year":2003,"lang":"en","type":"article","venue":"Journal of General Management","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":102,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Sustainability; Process management; Key (lock); Order (exchange); Business; Risk analysis (engineering); Computer science; Computer security; Finance","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":[0.005020656,0.0002258282,0.0003367509,0.0004024782,0.0004196182,0.0005428905,0.0001958031,0.00004597749,0.0000649919],"category_scores_gemma":[0.001027357,0.0002079738,0.0001467813,0.0004292057,0.0000577206,0.001242392,0.0004182546,0.0002295639,0.000004344457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003098914,"about_ca_system_score_gemma":0.0001049001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007304984,"about_ca_topic_score_gemma":0.0000396704,"domain_scores_codex":[0.997422,0.00004663648,0.001096959,0.0002966052,0.0006101429,0.0005276418],"domain_scores_gemma":[0.9974431,0.00003826394,0.00159061,0.0002496948,0.0006389911,0.00003935432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001998829,0.0002005193,0.6487467,0.003356586,0.0002563501,0.0003039509,0.0002717901,0.001264028,0.00230059,0.1219534,0.0002925302,0.2208537],"study_design_scores_gemma":[0.004994613,0.0002092538,0.5222038,0.0005279274,0.0009092725,0.0001917998,0.01175317,0.008799165,0.00218727,0.03941819,0.4070104,0.001795154],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9764878,0.0001811802,0.001386774,0.0001800612,0.0003831415,0.0003575056,1.461154e-7,0.00003419207,0.0209892],"genre_scores_gemma":[0.9942259,0.00004793511,0.003782247,0.0001672427,0.0007750584,0.000006124773,7.639324e-7,0.00002921305,0.0009654949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4067179,"threshold_uncertainty_score":0.8480927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0337619572893296,"score_gpt":0.2527057647064846,"score_spread":0.2189438074171551,"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."}}