{"id":"W4411249567","doi":"10.3390/su17125414","title":"Correction: L’Haridon et al. SPOT: A Strategic Life-Cycle-Assessment-Based Methodology and Tool for Cosmetic Product Eco-Design. Sustainability 2023, 15, 14321","year":2025,"lang":"en","type":"article","venue":"Sustainability","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"L'Oreal USA","keywords":"Sustainability; Life-cycle assessment; Product lifecycle; Product (mathematics); Product design; New product development; Manufacturing engineering; Engineering; Process management; Business; Marketing; Mathematics; Economics; Production (economics)","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":[0.006640789,0.002621148,0.001733284,0.003866841,0.003628413,0.007145965,0.004184489,0.007411291,0.0448382],"category_scores_gemma":[0.115037,0.001183228,0.002026972,0.003213889,0.002982737,0.003325821,0.003299206,0.01362177,0.03174549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004939047,"about_ca_system_score_gemma":0.01013332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03281162,"about_ca_topic_score_gemma":0.02830297,"domain_scores_codex":[0.9903123,0.001286864,0.001310298,0.001203303,0.005232143,0.0006550807],"domain_scores_gemma":[0.9171507,0.01287188,0.002908558,0.003689252,0.06127907,0.002100443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001445746,0.000003014083,0.00003290273,0.00008292905,0.000007057693,0.00007127881,0.00004812958,0.0000375595,0.00004205855,0.0005599871,0.9967217,0.002378953],"study_design_scores_gemma":[0.00002314245,0.000008643398,0.0003847063,0.0002583452,0.00002417692,0.0001723623,0.0001087655,0.0001932283,0.0002748909,0.001098433,0.9974176,0.00003566475],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0002025777,0.000916295,0.00153843,0.06522614,0.9276401,0.00002830772,0.001763006,0.0006407416,0.00204435],"genre_scores_gemma":[0.03356062,0.01387109,0.0154229,0.2027197,0.4124527,0.0005089957,0.008221339,0.006670645,0.306572],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0448382,"threshold_uncertainty_score":0.1499988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03056771471736777,"score_gpt":0.3210894092226466,"score_spread":0.2905216945052789,"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."}}