{"id":"W4293007936","doi":"10.11159/icnfa22.126","title":"New Core-shell Nanostructures of TiO2@SiO2 with Rhodamine for the Observation of the FRET Phenomenon","year":2022,"lang":"en","type":"article","venue":"Proceedings of the World Congress on New Technologies","topic":"Machine Learning in Materials Science","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Core (optical fiber); Nanostructure; Förster resonance energy transfer; Shell (structure); Nanotechnology; Rhodamine; Materials science; Rhodamine B; Chemical physics; Optoelectronics; Chemistry; Fluorescence; Physics; Optics; Composite material; Photocatalysis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001704778,0.0003144913,0.0002082314,0.0001100895,0.0001125679,0.0002096257,0.0003937508,0.0004232942,0.0005911948],"category_scores_gemma":[0.00015506,0.000202449,0.0002038724,0.00008333845,0.0002032754,0.0003409789,0.0002226958,0.0005016568,0.0001928866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002614235,"about_ca_system_score_gemma":0.0001044174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003890147,"about_ca_topic_score_gemma":0.0008639951,"domain_scores_codex":[0.9998913,0.00001192847,0.0000066663,0.0000366011,0.00003569382,0.00001789297],"domain_scores_gemma":[0.9999157,0.00002104421,0.00002067242,0.00001375341,0.00001381645,0.000014975],"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":[0.00001221349,0.000004885416,0.00001349685,0.00001144382,0.000001776053,0.00001372075,0.000006219654,0.00002927657,0.9996268,0.00003980713,0.00001168199,0.0002288294],"study_design_scores_gemma":[0.000005972316,0.0000510463,0.000462946,0.000001282178,0.000004247387,0.00004123602,0.000005331666,0.001359733,0.9976947,0.00001945988,0.000350292,0.000003648047],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852641,0.0007088767,0.0116622,0.00008530896,0.00003555647,0.00003014089,0.0001262056,0.0001782161,0.001909486],"genre_scores_gemma":[0.9905633,0.0002262402,0.007611196,0.00003901112,0.000007585742,0.00002336047,0.0001168365,0.00003616961,0.001376383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005911948,"threshold_uncertainty_score":0.001977742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01970719564256398,"score_gpt":0.246944615638894,"score_spread":0.22723741999633,"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."}}