{"id":"W3196902000","doi":"10.1039/d1na00528f","title":"Selective suppression of {112} anatase facets by fluorination for enhanced TiO<sub>2</sub> particle size and phase stability at elevated temperatures","year":2021,"lang":"en","type":"article","venue":"Nanoscale Advances","topic":"TiO2 Photocatalysis and Solar Cells","field":"Energy","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Engineering and Physical Sciences Research Council; Fundação de Amparo à Pesquisa do Estado do Rio Grande do Sul; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Conselho Nacional de Desenvolvimento Científico e Tecnológico; University of Nottingham","keywords":"Anatase; Particle size; Phase (matter); Materials science; Stability (learning theory); Particle (ecology); Chemical engineering; Chemical physics; Chemistry; Computer science; Photocatalysis; Engineering; Geology; Organic chemistry; Catalysis","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":[0.00009550249,0.0003887065,0.0002604741,0.00009097626,0.0002083111,0.000374112,0.0003318821,0.0003008913,0.001373417],"category_scores_gemma":[0.0003242274,0.0001644675,0.0001912928,0.0001235727,0.0002729279,0.0002927534,0.0001690765,0.0003698843,0.0003791963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004259562,"about_ca_system_score_gemma":0.0003110473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0024978,"about_ca_topic_score_gemma":0.0066772,"domain_scores_codex":[0.9999084,0.000004557594,0.000005977166,0.00002654845,0.00003095788,0.00002346891],"domain_scores_gemma":[0.9998934,0.00002041412,0.00003329694,0.00001670272,0.00002806585,0.000008203272],"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":[0.00001992549,0.000004263167,0.00008289937,0.00002203068,0.000001394703,0.00001452463,0.00001293914,0.00005751117,0.9987718,0.00009242028,0.00006859111,0.0008516574],"study_design_scores_gemma":[0.000003087602,0.00002100527,0.0004612688,0.000001124066,0.00000204346,0.00003709877,0.00000579011,0.0003897283,0.9983386,0.00002892668,0.0007085841,0.000002801044],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9640283,0.001512821,0.0245142,0.0003305907,0.0001312422,0.0001035515,0.0007118871,0.0004835071,0.008183906],"genre_scores_gemma":[0.9879774,0.0004229695,0.009199859,0.00004741741,0.000007899337,0.00003903099,0.0001743563,0.0001139621,0.002017073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0024978,"threshold_uncertainty_score":0.004966497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007401614229672942,"score_gpt":0.2604862401443685,"score_spread":0.2530846259146955,"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."}}