{"id":"W4414409559","doi":"10.3390/su17188483","title":"RETRACTED: Saruchera, F. Sustainability: A Concept in Flux? The Role of Multidisciplinary Insights in Shaping Sustainable Futures. Sustainability 2025, 17, 326","year":2025,"lang":"en","type":"article","venue":"Sustainability","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":0,"is_retracted":true,"has_abstract":true,"ca_institutions":"","funders":"Mastercard Foundation","keywords":"Multidisciplinary approach; Sustainability; Sustainable development; Sustainability organizations; Sustainability science; Flux (metallurgy)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01084586,0.003076128,0.004869646,0.003600552,0.01077067,0.01270798,0.009338886,0.04038136,0.01999023],"category_scores_gemma":[0.06124707,0.002087898,0.00301074,0.003352827,0.006048055,0.008453889,0.007913185,0.05036661,0.03790614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007788282,"about_ca_system_score_gemma":0.01539834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03330568,"about_ca_topic_score_gemma":0.03369843,"domain_scores_codex":[0.9900048,0.001497399,0.001553753,0.00108415,0.00471828,0.001141689],"domain_scores_gemma":[0.9605127,0.01029398,0.00198123,0.0009731308,0.02170117,0.004537785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001208032,0.000008409119,0.0000282514,0.00007117244,0.000007498365,0.00008447512,0.0001049861,0.00000723998,0.00002546821,0.0003236024,0.9968727,0.002454188],"study_design_scores_gemma":[0.0000178079,0.00002217698,0.0002992412,0.0003500616,0.00002130418,0.0001536605,0.0003724455,0.00005532312,0.0001122777,0.0007449202,0.9978127,0.00003798273],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.00007724933,0.003871408,0.0001832144,0.4404376,0.5537393,0.00001737609,0.0002025696,0.0001176202,0.001353754],"genre_scores_gemma":[0.001527986,0.006098297,0.0003131032,0.7776013,0.1664198,0.0000907713,0.0002357803,0.0002784917,0.04743456],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9596186,"threshold_uncertainty_score":0.06687403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00586113827206572,"score_gpt":0.2542714140620626,"score_spread":0.2484102757899968,"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."}}