{"id":"W7128735032","doi":"10.26180/4621366","title":"The relationship between environmental performance and environmental disclosure: evidence from Australia","year":2017,"lang":"","type":"dissertation","venue":"Monash University","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Voluntary disclosure; Sustainability; Affect (linguistics); Discretion; Flexibility (engineering); Environmental reporting; Sustainability reporting; Environmental impact assessment","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0009590167,0.0005347785,0.0004555851,0.0001355425,0.006332989,0.000800924,0.0008751972,0.0004544606,0.0002413066],"category_scores_gemma":[0.0008434704,0.0005547992,0.000230645,0.000140998,0.0008129964,0.003127236,0.0006026551,0.0008558823,0.0002743082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005543721,"about_ca_system_score_gemma":0.00008974475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002434412,"about_ca_topic_score_gemma":0.001179812,"domain_scores_codex":[0.9970924,0.0001242907,0.0005661942,0.0009583151,0.0007584722,0.0005003493],"domain_scores_gemma":[0.9956123,0.001256273,0.002174712,0.0008538547,0.0000296767,0.0000731362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003233145,0.00003488261,0.9870217,0.00009749064,0.00009132025,0.00003856055,0.000491555,0.000003569637,0.0003616255,0.00004834937,0.00009172178,0.01139592],"study_design_scores_gemma":[0.0003468319,0.0000193755,0.982771,0.0003580824,0.0006370399,5.880063e-7,0.005353048,0.0002014442,0.00004102975,0.0004245423,0.009292793,0.0005541902],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973748,0.0004213584,0.000006636556,0.0002439901,0.0004903998,0.0006532275,0.0001406034,0.00003265645,0.0006363189],"genre_scores_gemma":[0.9540175,0.0005424058,0.00001328939,0.000007588253,0.0005316781,0.000001766064,0.001221248,0.00003625787,0.04362828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04335732,"threshold_uncertainty_score":0.9996904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06357713586828725,"score_gpt":0.2546162321277486,"score_spread":0.1910390962594613,"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."}}