{"id":"W4412541460","doi":"10.1149/ma2025-01602906mtgabs","title":"(<i>Invited</i>) Rare Earth Nanoparticles: Advancing Light-Driven Theranostic Applications","year":2025,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Catalysis and Oxidation Reactions","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Rare earth; Nanotechnology; Nanoparticle; Materials science; Earth science; Geology","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":[0.0001610413,0.0001571302,0.0001821502,0.0001249895,0.0002292964,0.00006769225,0.0001683793,0.00008567053,0.00003817101],"category_scores_gemma":[0.0003447917,0.0001591217,0.00009894786,0.0004774932,0.00002165657,0.0001330333,0.00004807728,0.0002302125,0.0001684713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005703589,"about_ca_system_score_gemma":0.00002658685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005285986,"about_ca_topic_score_gemma":0.00003817742,"domain_scores_codex":[0.9988406,0.00001624299,0.0004035726,0.0002944436,0.0001400951,0.0003049963],"domain_scores_gemma":[0.9990128,0.0003118255,0.000115114,0.0003602277,0.00009007321,0.0001099504],"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":[0.000003804907,0.00006026444,0.0002105508,0.00003659714,0.00003692236,0.000002181624,0.0001025604,0.112555,0.8850822,0.0001133591,0.0009489111,0.0008476069],"study_design_scores_gemma":[0.0002783269,0.000005365257,0.001420196,0.0001705679,0.00006698426,0.000003109197,0.0001938138,0.007870101,0.8663146,0.0001365782,0.1233468,0.0001935336],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9081782,0.0004640791,0.002429772,0.004489709,0.000282577,0.0004382222,0.00001918503,0.0006611138,0.08303719],"genre_scores_gemma":[0.9966119,0.0000173021,0.001645977,0.0004834677,0.0001324738,0.00009173958,0.00003858074,0.0000234234,0.0009551346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1223979,"threshold_uncertainty_score":0.6488793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006841372958121662,"score_gpt":0.2327186176915419,"score_spread":0.2258772447334202,"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."}}