{"id":"W2120822020","doi":"10.1149/ma2005-01/8/394","title":"Rare Earth Doped Nanoparticles in Organic and Inorganic Host Materials for Application in Integrated Optics","year":2006,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Solid State Laser Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Doping; Nanoparticle; Rare earth; Host (biology); Materials science; Earth (classical element); Nanotechnology; Optoelectronics; Physics; Metallurgy","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":[0.0002916978,0.0001447153,0.0001860221,0.000135223,0.00002748363,0.00006295888,0.0001051887,0.0001238296,0.000004173407],"category_scores_gemma":[0.0002590087,0.0001523051,0.000009160648,0.0002875843,0.0000275856,0.0001010551,0.00002832597,0.0001162938,0.00001125988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007064918,"about_ca_system_score_gemma":0.00001543009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002304501,"about_ca_topic_score_gemma":0.001196814,"domain_scores_codex":[0.9990589,0.00001339496,0.0003842759,0.0001823118,0.00007825521,0.0002828641],"domain_scores_gemma":[0.999614,0.0001179557,0.00005742758,0.0001518593,0.00003690238,0.00002186677],"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":[0.000008257578,0.00002022242,0.003075825,0.00006770751,0.00000273172,0.00000550968,0.00009418839,0.01540251,0.9811238,0.00002421622,0.00002667647,0.0001483511],"study_design_scores_gemma":[0.0004307157,0.00001547222,0.06045332,0.00007923017,0.000004386784,0.00000364364,0.0002192202,0.003094126,0.9349941,0.000449381,0.00009931331,0.0001570748],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983426,0.0001242954,0.00002478835,0.00006760574,0.00006690367,0.0003639208,0.00001786847,0.0004275119,0.0005645232],"genre_scores_gemma":[0.9975995,0.00002935027,0.002201024,0.00000621947,0.00002760385,0.00005932902,0.00002567625,0.00004049309,0.00001077706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05737749,"threshold_uncertainty_score":0.6210822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00810949803854037,"score_gpt":0.2088095699613336,"score_spread":0.2007000719227933,"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."}}