{"id":"W3193395483","doi":"10.1016/j.jmrt.2021.08.047","title":"Sustainable synthesis of multiple-metal-doped Fe2O3 nanoparticles with enhanced photocatalytic performance from Fe-bearing dust","year":2021,"lang":"en","type":"article","venue":"Journal of Materials Research and Technology","topic":"Iron oxide chemistry and applications","field":"Energy","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Photocatalysis; Materials science; Methyl orange; Aqueous solution; Photodegradation; Nanoparticle; Scanning electron microscope; Nuclear chemistry; Visible spectrum; Precipitation; Leaching (pedology); Chemical engineering; Nanotechnology; Composite material; Catalysis; Organic chemistry","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":[0.00009688111,0.0004038702,0.0003064101,0.0002299009,0.0001440956,0.0002759308,0.000257563,0.0004499056,0.0003621453],"category_scores_gemma":[0.0000956857,0.0002326973,0.0003711962,0.0001915622,0.0001238886,0.0001815778,0.0002242805,0.0002907987,0.0002450109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003416593,"about_ca_system_score_gemma":0.0001339792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006405679,"about_ca_topic_score_gemma":0.002240721,"domain_scores_codex":[0.9999207,0.000005256651,0.000008708933,0.00002226108,0.00002286518,0.0000202122],"domain_scores_gemma":[0.9999627,0.000003629474,0.000008733676,0.000003461714,0.00001084981,0.00001068048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002045537,0.00001208252,0.00005303373,0.00003375735,0.000003900712,0.00003476386,0.000005154542,0.00009526236,0.9988602,0.00002734067,0.00001836555,0.0008356069],"study_design_scores_gemma":[0.000007931365,0.00006058789,0.0007338722,0.000002525832,0.000009320084,0.00005364207,0.000006717282,0.000985701,0.9972847,0.00001872558,0.0008330017,0.000003313463],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861413,0.001008757,0.01023353,0.00005678074,0.00004892836,0.00004583035,0.0003080314,0.000214266,0.001942482],"genre_scores_gemma":[0.991851,0.0003517584,0.006110173,0.00002625237,0.0000056852,0.00003073203,0.0002439435,0.00003478428,0.001345686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006405679,"threshold_uncertainty_score":0.002478898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02158202661032141,"score_gpt":0.2748300212814906,"score_spread":0.2532479946711692,"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."}}