{"id":"W4386857520","doi":"10.1002/admi.202300497","title":"Steaming‐Assisted Conversion: A New Strategy for the Synthesis of Anatase TiO<sub>2</sub>, Nb, and W‐doped Anatase TiO<sub>2</sub> 2D Inverse Opal Films","year":2023,"lang":"en","type":"article","venue":"Advanced Materials Interfaces","topic":"Analytical Chemistry and Sensors","field":"Chemical Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Allison University; Université de Moncton","funders":"Natural Sciences and Engineering Research Council of Canada; New Brunswick Innovation Foundation; Canada Foundation for Innovation","keywords":"Anatase; Materials science; Amorphous solid; Doping; Chemical engineering; Monolayer; Heteroatom; Dopant; Electrochromism; Nanotechnology; Inorganic chemistry; Photocatalysis; Electrode; Catalysis; Organic chemistry; Physical chemistry; Optoelectronics; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002744696,0.0003933978,0.0006178074,0.00008939108,0.0001423808,0.00007942837,0.0003499852,0.0002066047,0.0001586158],"category_scores_gemma":[0.000839425,0.000320004,0.0001128521,0.000298407,0.0002384712,0.000273015,0.0001959194,0.000168775,0.00006124174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000503209,"about_ca_system_score_gemma":0.00004456463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003838358,"about_ca_topic_score_gemma":0.00001465063,"domain_scores_codex":[0.998034,0.00005430614,0.00065121,0.0005244093,0.0002448416,0.0004912552],"domain_scores_gemma":[0.9979613,0.001031062,0.0002424694,0.0004440378,0.0001021202,0.0002190547],"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":[0.0005820105,0.00003567969,0.000003114337,0.0005085025,0.0001474832,0.00002193258,0.00009914977,0.002581201,0.9910421,0.0001035498,0.001987864,0.002887407],"study_design_scores_gemma":[0.001020669,0.00008881926,0.00003481321,0.0002529668,0.0001893383,0.00001001432,0.001231717,0.004550488,0.9917996,0.0001433753,0.0003135736,0.0003646536],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972807,0.0002147,0.0002847071,0.0001589152,0.000251225,0.0003667613,0.001201307,0.0001858502,0.00005581792],"genre_scores_gemma":[0.9986675,0.0004318963,0.0002256705,0.00005694444,0.0001092514,0.00006239341,0.0002464462,0.00005504702,0.0001448947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002522754,"threshold_uncertainty_score":0.9999252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02336930027042496,"score_gpt":0.2591440532089049,"score_spread":0.23577475293848,"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."}}