{"id":"W7118315613","doi":"10.1051/e3sconf/202451101045","title":"Retraction Notice: Renewable Energy Integration for Urban Sustainability A Nanomaterial Perspective","year":2024,"lang":"fr","type":"article","venue":"E3S Web of Conferences","topic":"Nanotechnology research and applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Perspective (graphical); Sustainability; Renewable energy; Urban sustainability","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"editorial","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"editorial","about_ca_system":false,"about_ca_topic":false,"confidence":"medium","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004191318,0.001712886,0.001065972,0.00123545,0.002217703,0.004510167,0.002634411,0.01108797,0.02063602],"category_scores_gemma":[0.0380097,0.0003103784,0.001114453,0.001190278,0.002019995,0.003156452,0.001784445,0.01618068,0.01304196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003127431,"about_ca_system_score_gemma":0.003499745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002833378,"about_ca_topic_score_gemma":0.002495962,"domain_scores_codex":[0.9958175,0.0004804137,0.0005968201,0.0004224185,0.002367681,0.0003151677],"domain_scores_gemma":[0.9845079,0.005425454,0.000749058,0.0007788042,0.007475932,0.001062902],"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":[0.00001167867,0.000006829557,0.00003399909,0.00008227362,0.000003564758,0.00006923331,0.00004232434,0.00002360355,0.0001072805,0.002849709,0.9903067,0.006462757],"study_design_scores_gemma":[0.00000580556,0.00002143174,0.0003049228,0.0001432074,0.000009480177,0.0001682725,0.00006299944,0.0001189337,0.0002851193,0.001864198,0.9970019,0.00001357765],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0003951137,0.003580189,0.0007074308,0.2769794,0.7100762,0.00003586553,0.000353276,0.0001500188,0.007722555],"genre_scores_gemma":[0.01971074,0.01135914,0.003572948,0.2253108,0.5206217,0.0002038028,0.0007084698,0.0007640154,0.2177484],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.988912,"threshold_uncertainty_score":0.0690344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01336622493028292,"score_gpt":0.2903492157725313,"score_spread":0.2769829908422483,"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."}}