{"id":"W4417230486","doi":"10.3390/materproc2025025011","title":"Nanotechnology for Sustainable Cities: Benefits and Risks of Nano-Enabled Building Materials","year":2025,"lang":"","type":"article","venue":"","topic":"Nanoparticles: synthesis and applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Vitalité Health Network","funders":"","keywords":"Sustainable development; Sustainable energy; Applications of nanotechnology; Societal impact of nanotechnology; Built environment; Architecture","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":[0.001187966,0.0004783346,0.0003591681,0.0006116757,0.001301966,0.003235576,0.0005144113,0.002433348,0.001661679],"category_scores_gemma":[0.001109917,0.0002463526,0.0004190445,0.0003243604,0.003604898,0.00501348,0.002311068,0.001937651,0.0003578825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001601932,"about_ca_system_score_gemma":0.001285217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005680259,"about_ca_topic_score_gemma":0.001716415,"domain_scores_codex":[0.9992213,0.0002451693,0.00002690521,0.00008491011,0.0003314927,0.00009013394],"domain_scores_gemma":[0.9993218,0.0004066768,0.00006288689,0.00006312785,0.00009681823,0.00004860495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002572319,0.00003244084,0.0005473366,0.0005555263,0.00002150702,0.0002121874,0.0009793451,0.003954765,0.005418837,0.9286046,0.006084419,0.05356332],"study_design_scores_gemma":[0.000005032688,0.00009282241,0.000582396,0.0007864491,0.00001964619,0.0005198473,0.002026776,0.002925017,0.007129414,0.622299,0.3635725,0.00004113749],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.08070035,0.4023877,0.1125217,0.1695489,0.00498656,0.00009717312,0.0001167069,0.0002961995,0.2293447],"genre_scores_gemma":[0.724947,0.2121865,0.02662691,0.009800526,0.00210335,0.0001158715,0.00005485055,0.0001172865,0.02404762],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003235576,"threshold_uncertainty_score":0.01162291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03140515688914253,"score_gpt":0.3041076115071368,"score_spread":0.2727024546179943,"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."}}