{"id":"W4224238808","doi":"10.3390/su14084431","title":"An Integrated Framework to Assess Greenwashing","year":2022,"lang":"en","type":"article","venue":"Sustainability","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","cited_by":179,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Toronto Metropolitan University","funders":"Universität Wien","keywords":"Greenwashing; Deception; Quality (philosophy); Business; Political science; Environmental resource management; Public relations; Risk analysis (engineering); Economics; Law; Corporate social responsibility","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":[],"consensus_categories":[],"category_scores_codex":[0.0153057,0.002354573,0.001049542,0.01204123,0.002482055,0.01225854,0.003677646,0.004361053,0.0125623],"category_scores_gemma":[0.02057552,0.0006487076,0.00227875,0.005631712,0.009212499,0.01522091,0.007554545,0.00384955,0.001682894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00868808,"about_ca_system_score_gemma":0.00781516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01223731,"about_ca_topic_score_gemma":0.01108888,"domain_scores_codex":[0.9867991,0.00618134,0.0009909789,0.001606454,0.003599535,0.0008226979],"domain_scores_gemma":[0.9878214,0.00498961,0.001551146,0.001492784,0.003468085,0.0006769926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001166273,0.00006459175,0.001792633,0.0001409341,0.00004123733,0.0001124786,0.001710724,0.009756813,0.0004015528,0.9640376,0.001980414,0.01994923],"study_design_scores_gemma":[0.00001917975,0.0001215482,0.002435456,0.0007746331,0.00006568323,0.0002553876,0.005390179,0.06733857,0.001018405,0.8288338,0.09363121,0.0001160051],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01232472,0.0009466995,0.8438301,0.004658099,0.0002192876,0.0009017306,0.0009553529,0.0005888779,0.1355751],"genre_scores_gemma":[0.2779208,0.0007189763,0.7105834,0.0004715872,0.00009046886,0.001436998,0.0009286612,0.0001478161,0.007701247],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0153057,"threshold_uncertainty_score":0.08094525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02363637900879655,"score_gpt":0.302219306702041,"score_spread":0.2785829276932444,"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."}}