{"id":"W3158057250","doi":"10.1016/j.ijhydene.2021.03.249","title":"Band gap reduction of (Mo+N) co-doped TiO2 nanotube arrays with a significant enhancement in visible light photo-conversion: A combination of experimental and theoretical study","year":2021,"lang":"en","type":"article","venue":"International Journal of Hydrogen Energy","topic":"TiO2 Photocatalysis and Solar Cells","field":"Energy","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"X-ray photoelectron spectroscopy; Materials science; Raman spectroscopy; Doping; Spectroscopy; Analytical Chemistry (journal); Titanium; Molybdenum; Band gap; Anodizing; Nanotechnology; Chemical engineering; Optoelectronics; Chemistry; Optics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003202886,0.0001348164,0.0003444785,0.0002508564,0.00002639451,0.00002576533,0.0001821511,0.00004975401,0.0004613068],"category_scores_gemma":[0.00001672814,0.0001118452,0.0001003771,0.0001650933,0.00008815104,0.0001767008,0.00003979117,0.0000941519,9.740564e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001134929,"about_ca_system_score_gemma":0.00009867069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002109671,"about_ca_topic_score_gemma":0.00002700969,"domain_scores_codex":[0.9981627,0.000164333,0.0006790874,0.0001958246,0.0006864719,0.0001115841],"domain_scores_gemma":[0.9989357,0.00004363645,0.0004500794,0.0001194073,0.0003864213,0.00006476305],"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":[0.0007517432,0.003041535,0.001018245,0.00000699923,0.0004684291,0.0001279876,0.001604051,0.0007114325,0.9790346,0.0128617,0.00002524778,0.0003480101],"study_design_scores_gemma":[0.002874197,0.001145351,0.000112236,0.00008727253,0.00004995245,0.0001456385,0.00281338,0.0006540862,0.9910243,0.0005670437,0.0004189149,0.0001076163],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967261,0.0002733614,0.0003186524,0.00008804828,0.000134022,0.00008314376,0.000002964707,0.000002918651,0.002370803],"genre_scores_gemma":[0.9995221,0.00008708803,0.0001191207,0.00001886621,0.00005811938,0.000009862357,0.0000155751,0.00001373763,0.0001555412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01229466,"threshold_uncertainty_score":0.5050986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009265040681324367,"score_gpt":0.2508380266480581,"score_spread":0.2415729859667337,"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."}}