{"id":"W4402483285","doi":"10.1186/s11671-024-04093-7","title":"Exploring the diverse applications of sol–gel synthesized CaO:MgAl2O4 nanocomposite: morphological, photocatalytic, and electrochemical perspectives","year":2024,"lang":"en","type":"article","venue":"Discover Nano","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Horizon College and Seminary","funders":"","keywords":"Nanocomposite; Photocatalysis; Materials science; Cyclic voltammetry; Chemical engineering; Dielectric spectroscopy; Electrochemistry; High-resolution transmission electron microscopy; Scanning electron microscope; Sol-gel; Nanotechnology; Nuclear chemistry; Electrode; Transmission electron microscopy; Composite material; Chemistry; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001370362,0.000234157,0.0002985865,0.000114293,0.0001650173,0.00007849923,0.0003633684,0.00006775992,0.00007198794],"category_scores_gemma":[0.00005272764,0.0001608531,0.0001672503,0.0004067295,0.0003983314,0.0003850163,0.0002136579,0.0002178317,0.00003116499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009840058,"about_ca_system_score_gemma":0.00004133545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002856757,"about_ca_topic_score_gemma":0.00002541879,"domain_scores_codex":[0.998642,0.0000484163,0.000280999,0.0005237259,0.0002258072,0.00027907],"domain_scores_gemma":[0.9989195,0.0003492219,0.00007137677,0.0005469248,0.00005131001,0.00006159358],"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":[0.00006592205,0.0001061704,0.00003164059,0.00004864198,0.0001222272,0.000009685531,0.00162114,0.00001528109,0.973784,0.02175485,0.0001246337,0.002315793],"study_design_scores_gemma":[0.0001525339,0.00004653634,0.00006999035,0.00005952339,0.0001304026,0.00003124067,0.001665421,0.0002240976,0.9835172,0.003451393,0.01042172,0.0002300018],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9760872,0.002923611,0.01387523,0.0002532392,0.00005904662,0.001394865,0.00007252863,0.0005592131,0.004775082],"genre_scores_gemma":[0.9961154,0.0006761092,0.001399664,0.00003505253,0.00006467864,0.001290978,0.00003552976,0.00003928635,0.0003433174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0200282,"threshold_uncertainty_score":0.6559401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02621712873926265,"score_gpt":0.2750950446850172,"score_spread":0.2488779159457546,"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."}}