{"id":"W7128732279","doi":"10.26180/4621366.v1","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003216316,0.0001344062,0.0003383008,0.001446629,0.0009557036,0.00135691,0.0005123326,0.0004924982,0.001281728],"category_scores_gemma":[0.01540787,0.0002774638,0.0002459307,0.003239558,0.001290086,0.001174795,0.001763801,0.00071962,0.0001151911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001661111,"about_ca_system_score_gemma":0.002464243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08010238,"about_ca_topic_score_gemma":0.1348352,"domain_scores_codex":[0.996626,0.001115494,0.0004390271,0.000327943,0.001250714,0.0002409132],"domain_scores_gemma":[0.9721377,0.01161269,0.01035194,0.0007740015,0.004441708,0.0006819907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009355884,0.00019544,0.8752456,0.001097027,0.0001399505,0.0009661092,0.05939491,0.0002423811,0.001109303,0.001371184,0.0006404978,0.05950402],"study_design_scores_gemma":[0.000002295229,0.0000612152,0.9835455,0.0002666302,0.00003844488,0.0002273562,0.01213134,0.0002040655,0.0002412481,0.0001537954,0.003114774,0.0000132203],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993849,0.001802136,0.000111108,0.0005483828,0.000005618387,0.000009044208,0.00005395728,0.000001283106,0.003619614],"genre_scores_gemma":[0.9970152,0.002262986,0.000153007,0.0001180549,0.000007403031,0.00000518048,0.00003923934,0.000001838872,0.0003970982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08010238,"threshold_uncertainty_score":0.1592723,"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."}}