{"id":"W3041468641","doi":"10.3390/su12145544","title":"Scoping the Evolution of Corporate Social Responsibility (CSR) Research in the Sustainable Development Goals (SDGs) Era","year":2020,"lang":"en","type":"article","venue":"Sustainability","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":278,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Corporate social responsibility; Sustainable development; Descriptive statistics; Interdependence; Sustainability; Business; Transparency (behavior); Sustainability reporting; Thematic analysis; Public relations; Political science; Sociology; Qualitative research; 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":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03271199,0.0002649201,0.0004763849,0.0003055787,0.00149409,0.0003838084,0.0009603893,0.000164475,0.00004412912],"category_scores_gemma":[0.02924387,0.0001894675,0.0001682608,0.005591844,0.0009570394,0.0008985538,0.001076725,0.0009673726,0.00001846565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002787638,"about_ca_system_score_gemma":0.005352574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004082273,"about_ca_topic_score_gemma":0.001109884,"domain_scores_codex":[0.9939868,0.001404838,0.00137077,0.0008016629,0.001368335,0.001067574],"domain_scores_gemma":[0.9909861,0.001462555,0.001157788,0.0008851016,0.005472252,0.00003616811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003089462,0.000629013,0.7058929,0.009893145,0.00004339994,0.0002301932,0.02183412,0.0002911748,0.0004390526,0.2459191,0.0008801086,0.01085837],"study_design_scores_gemma":[0.0005089209,0.00003892487,0.598318,0.00008465003,0.00002158511,9.485799e-7,0.1318753,0.0005001624,0.00009844244,0.2654239,0.002845333,0.0002838442],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9687855,0.0001166546,0.0002306317,0.02504656,0.00006079409,0.003552182,0.000001214723,0.00008052259,0.002125931],"genre_scores_gemma":[0.9986935,7.669249e-7,0.00004955242,0.0004458967,0.0004419734,0.0001929158,0.000007285471,0.00002481581,0.0001432692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1100412,"threshold_uncertainty_score":0.9998058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1031752589470032,"score_gpt":0.3474263798891283,"score_spread":0.2442511209421251,"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."}}