{"id":"W4412948109","doi":"10.1039/d5tc01646k","title":"Rapid microwave-assisted synthesis of morphology-controlled luminescent lanthanide-doped Gd<sub>2</sub>O<sub>2</sub>S nanostructures","year":2025,"lang":"en","type":"article","venue":"Journal of Materials Chemistry C","topic":"Luminescence Properties of Advanced Materials","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Engineering and Physical Sciences Research Council; Università degli Studi di Verona; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; Royal Society; Fundação de Amparo à Pesquisa do Estado de São Paulo; National Research Council Canada; Canada Foundation for Innovation","keywords":"Materials science; Lanthanide; Luminescence; Doping; Nanostructure; Morphology (biology); Nanotechnology; Microwave; Chemical engineering; Optoelectronics; Organic chemistry; Ion","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":[0.001977578,0.0007828586,0.002731716,0.0002578734,0.0002100166,0.00031461,0.001387317,0.0004996892,0.0004357444],"category_scores_gemma":[0.002882736,0.0006191268,0.0004768779,0.0003028106,0.0005556679,0.0005355108,0.0004448037,0.000260709,0.00004368291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002833913,"about_ca_system_score_gemma":0.0005309405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000141258,"about_ca_topic_score_gemma":0.000002226358,"domain_scores_codex":[0.9939755,0.0004573504,0.003216309,0.0007006992,0.0007728779,0.0008772393],"domain_scores_gemma":[0.994117,0.0004265261,0.003242119,0.0008787081,0.001078327,0.0002573407],"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":[0.005601608,0.0002993362,0.00003006177,0.001373654,0.0002461105,0.0001632342,0.00007465508,0.00002384409,0.9894882,0.000006469969,0.001604811,0.001087985],"study_design_scores_gemma":[0.004369418,0.0001134152,0.0003409765,0.001249033,0.0004384333,0.000618112,0.0001565123,9.95183e-7,0.99185,0.000181457,0.0001361351,0.0005454787],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940748,0.0008524194,0.00005116951,0.0004449526,0.003507359,0.0005716086,0.0002502829,0.00008580172,0.0001616716],"genre_scores_gemma":[0.9967106,0.0008026471,0.001474352,0.0001855862,0.000610571,0.00006545096,0.00001942659,0.00008282961,0.00004854499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002896788,"threshold_uncertainty_score":0.999626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008020193938069983,"score_gpt":0.2206153543863708,"score_spread":0.2125951604483008,"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."}}