{"id":"W4417209239","doi":"10.1016/j.ecolecon.2025.108878","title":"Ethical trade-offs in fast fashion: Exploring social, environmental, and health dimensions in clothing consumption","year":2025,"lang":"en","type":"article","venue":"Ecological Economics","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Svenska Forskningsrådet Formas; University of Alberta","keywords":"Willingness to pay; Sustainability; Clothing; Purchasing; Consumption (sociology); Ranking (information retrieval); Sustainable consumption","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001233605,0.0001745714,0.0005165974,0.0002443896,0.0001794579,0.00004798259,0.0001169467,0.0003111401,0.000343585],"category_scores_gemma":[0.00002615481,0.0002242096,0.00006690026,0.00006190297,0.0001484913,0.0002644148,0.0001397945,0.0005351827,0.0001915414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001184707,"about_ca_system_score_gemma":0.00002011905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005233414,"about_ca_topic_score_gemma":0.0003410573,"domain_scores_codex":[0.9980756,0.00005745154,0.0009320023,0.0005675491,0.00001425559,0.0003531091],"domain_scores_gemma":[0.9994442,0.0001228887,0.0002232804,0.0001339947,5.607419e-7,0.00007501292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008260859,0.0001607617,0.8916113,0.00001742898,0.00001057747,0.000001507137,0.0005527851,0.0007470691,0.00001074866,0.1042944,0.00008114697,0.00250392],"study_design_scores_gemma":[0.00092126,0.00005414569,0.9835827,0.00001229545,0.00000183241,0.000001515866,0.000539221,0.003730457,0.000005594704,0.00941145,0.001543364,0.0001961467],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887102,0.0005199239,0.0001419102,0.008791711,0.0002571872,0.0003103112,0.00003054703,0.00002095662,0.001217292],"genre_scores_gemma":[0.9908308,0.005225831,0.0003648418,0.003350272,0.00003125038,0.00009774045,0.00002997867,0.00001300377,0.00005623495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.094883,"threshold_uncertainty_score":0.9143002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2191937059607776,"score_gpt":0.2777004952968769,"score_spread":0.05850678933609926,"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."}}