{"id":"W3009988214","doi":"10.3390/su12051786","title":"Are You Environmentally Conscious Enough to Differentiate between Greenwashed and Sustainable Items? A Global Consumers Perspective","year":2020,"lang":"en","type":"article","venue":"Sustainability","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"Yorkville University","funders":"","keywords":"Greenwashing; Purchasing; Ranking (information retrieval); Business; Product (mathematics); Marketing; Structural equation modeling; Environmentally friendly; Nonprobability sampling; Perception; Advertising; Sustainability; Psychology; Environmental health; Computer science; Mathematics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006384096,0.0006549044,0.000772396,0.0001439522,0.0006769131,0.0004960775,0.0005801406,0.0002074762,0.0002833443],"category_scores_gemma":[0.003130733,0.0006801602,0.0001804916,0.001049285,0.0009434552,0.001360997,0.002177303,0.0003409919,0.0001175135],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003842434,"about_ca_system_score_gemma":0.000131074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005120165,"about_ca_topic_score_gemma":0.0001749585,"domain_scores_codex":[0.9957604,0.0001071169,0.0006147826,0.001481805,0.0006249615,0.001410921],"domain_scores_gemma":[0.9978872,0.0001096055,0.000426016,0.0006757302,0.0006671221,0.000234353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002932778,0.0002441611,0.9794043,0.001314924,0.00008987987,0.0001740211,0.0006313568,0.00008628229,0.0000246861,0.01586946,0.000605148,0.001262479],"study_design_scores_gemma":[0.001202073,0.0000663993,0.9164504,0.00001500678,0.000177891,0.000003036359,0.03858168,0.00006297902,0.00001788435,0.01741955,0.02527947,0.000723571],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9364789,0.0001395157,0.0005485014,0.0590725,0.00006713119,0.002744616,0.00008193712,0.0002754231,0.000591446],"genre_scores_gemma":[0.9948021,0.000004654396,0.0001070828,0.004190026,0.0003750522,0.0001384808,0.00004019503,0.00006094009,0.0002814935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06295387,"threshold_uncertainty_score":0.9999816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01193092111753637,"score_gpt":0.2327231719291526,"score_spread":0.2207922508116162,"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."}}