{"id":"W4406777465","doi":"10.53106/256299802024120601002","title":"Discovering Greenwashing Behavior Patterns: A Systematic Literature Review Approach","year":2024,"lang":"en","type":"article","venue":"International Journal of Computer Auditing","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Greenwashing; Data science; Computer science; Biology; Ecology; Sustainability","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.02306325,0.001479627,0.004668036,0.06447271,0.001516637,0.003270552,0.002027448,0.001730049,0.00283552],"category_scores_gemma":[0.07278839,0.001210222,0.005588733,0.03979382,0.001501927,0.004424661,0.002822622,0.001107915,0.0005193056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005942762,"about_ca_system_score_gemma":0.0384291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01106162,"about_ca_topic_score_gemma":0.03507795,"domain_scores_codex":[0.9808493,0.005627005,0.00854427,0.001388325,0.003213782,0.0003772417],"domain_scores_gemma":[0.9246429,0.05116808,0.01060841,0.001803118,0.01113504,0.0006424747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001372684,0.00008319668,0.007686265,0.8405385,0.005542049,0.0008036858,0.003066402,0.0005382234,0.0008620979,0.001949865,0.003825763,0.1349667],"study_design_scores_gemma":[0.0001068967,0.0003445398,0.01237446,0.9064108,0.02615617,0.0007320319,0.006064951,0.0004979001,0.0007235345,0.001610157,0.04487663,0.0001018504],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01833671,0.9485791,0.007778487,0.002422831,0.0003087977,0.01243592,0.007542451,0.00008285709,0.002512853],"genre_scores_gemma":[0.0877757,0.8609394,0.02941523,0.001484215,0.0001274828,0.01535776,0.004059942,0.00003300779,0.0008072723],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.06447271,"threshold_uncertainty_score":0.1219716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009296624022814117,"score_gpt":0.2615656161508663,"score_spread":0.2522689921280521,"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."}}