{"id":"W2964797007","doi":"10.5465/ambpp.2019.19229abstract","title":"Exploring the Merits of Sustainability Ranking Lists: Do They Matter?","year":2019,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Ranking (information retrieval); Sustainability; Standardization; Transparency (behavior); Consistency (knowledge bases); Corporate social responsibility; Sustainability reporting; Comparability; Trustworthiness; Business; Accounting; Computer science; Data science; Public relations; Information retrieval; Political science; Internet privacy; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3412768,0.0007262605,0.001339887,0.01981484,0.005677435,0.02695581,0.003956801,0.002738967,0.00542121],"category_scores_gemma":[0.6391156,0.000785785,0.00154029,0.02100816,0.01041238,0.0344428,0.009450514,0.003593732,0.001385438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01115077,"about_ca_system_score_gemma":0.01227951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005258083,"about_ca_topic_score_gemma":0.008698025,"domain_scores_codex":[0.6061496,0.2710179,0.02429682,0.01078193,0.08362359,0.004130215],"domain_scores_gemma":[0.2716075,0.4975401,0.07478345,0.03565897,0.1169501,0.003459866],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006231342,0.0002567311,0.1000625,0.003453287,0.0007266609,0.0001371484,0.04276251,0.002481499,0.001526041,0.2255881,0.0136243,0.608758],"study_design_scores_gemma":[0.0004267478,0.001817945,0.1923695,0.01303236,0.001225837,0.0006526596,0.2037063,0.02978774,0.009614921,0.3268092,0.2196246,0.000932291],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.440929,0.01431076,0.2221916,0.1439422,0.00296675,0.00254563,0.00297128,0.0009623845,0.1691804],"genre_scores_gemma":[0.9033999,0.002338679,0.08540496,0.003390078,0.0007484317,0.001304089,0.0007342876,0.0003304984,0.00234903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6587232,"threshold_uncertainty_score":0.812323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04259052335514231,"score_gpt":0.2629660005882684,"score_spread":0.2203754772331261,"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."}}