{"id":"W2585384096","doi":"10.1108/aaaj-04-2015-2044","title":"The quality of sustainability reports and impression management","year":2017,"lang":"en","type":"article","venue":"Accounting Auditing & Accountability Journal","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":413,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Sustainability; Originality; Quality (philosophy); Impression management; Business; Perception; Skepticism; Argument (complex analysis); Value (mathematics); Public relations; Marketing; Accounting; Knowledge management; Psychology; Sociology; Political science; Qualitative research; Medicine; Social psychology; Social science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.02730419,0.0004052884,0.0006635373,0.0001856341,0.007501898,0.004376099,0.00102936,0.0001718062,0.00005175974],"category_scores_gemma":[0.03354856,0.0003125484,0.0003441117,0.0002896914,0.001111788,0.003893953,0.001896137,0.0008322859,0.000005856793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003462955,"about_ca_system_score_gemma":0.0002402033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002342792,"about_ca_topic_score_gemma":0.0006876508,"domain_scores_codex":[0.9942595,0.0001415743,0.002602599,0.0007817783,0.001356931,0.0008576027],"domain_scores_gemma":[0.9830979,0.0009887969,0.01067746,0.002222185,0.002954204,0.00005947291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001707292,0.00008895762,0.8589062,0.0006219233,0.00006352512,0.00005569708,0.0001262358,0.00001526506,0.0005673372,0.00220403,0.0002527983,0.1369273],"study_design_scores_gemma":[0.0004570011,0.000009578472,0.8866274,0.0001656204,0.0000964769,0.00008499171,0.003887792,0.0002030513,0.00007889769,0.0974196,0.01060781,0.0003618143],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894328,0.0001678338,0.0002015904,0.002066172,0.001206747,0.0006946189,0.000001839313,0.0001041408,0.006124246],"genre_scores_gemma":[0.9978535,0.00003254247,0.0002644052,0.0001499573,0.001490317,0.00002560572,0.000002905743,0.00004490567,0.000135931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1365655,"threshold_uncertainty_score":0.9999326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02743488071480664,"score_gpt":0.3309095903613682,"score_spread":0.3034747096465616,"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."}}