{"id":"W4323306222","doi":"10.1021/acsanm.2c05483","title":"Photochemical Anchoring of Singly Er<sup>3+</sup> Ion-Doped NaYF<sub>4</sub> Nanoparticles for Scalable Fabrication of Single-Photon Emitting Devices: Implications for Quantum Light Sources in the Telecom Window","year":2023,"lang":"en","type":"article","venue":"ACS Applied Nano Materials","topic":"Quantum Information and Cryptography","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Anchoring; Materials science; Nanoparticle; Fabrication; Photochemistry; Optoelectronics; Nanotechnology; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001672049,0.0003277602,0.0003051711,0.0001254918,0.0001965989,0.0003301741,0.0003995013,0.0004720202,0.0008989387],"category_scores_gemma":[0.0003242618,0.0002275876,0.0002247725,0.0001037474,0.0002789042,0.0005519131,0.0003678721,0.0003419749,0.0005666718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000426441,"about_ca_system_score_gemma":0.0001542521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005862684,"about_ca_topic_score_gemma":0.0009596874,"domain_scores_codex":[0.9998981,0.00001164881,0.000007317359,0.00002990927,0.0000339003,0.0000192813],"domain_scores_gemma":[0.9998197,0.00004847064,0.00006418255,0.00002823387,0.0000259162,0.0000136318],"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":[0.00001178237,0.000003867881,0.00002645873,0.0000178514,0.000002295406,0.00001172155,0.00000959442,0.00006093692,0.9986154,0.00006695261,0.0000163284,0.001156821],"study_design_scores_gemma":[0.000001370175,0.00001935204,0.0001111578,5.477346e-7,0.000002235227,0.00002003145,0.000004125032,0.0003202148,0.9990428,0.00001630102,0.000460264,0.000001483907],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9738501,0.0008090938,0.02279546,0.0001871155,0.00004686614,0.00005151943,0.0001161312,0.0002069855,0.001936736],"genre_scores_gemma":[0.9625208,0.0009335688,0.03203203,0.00007461199,0.00001642435,0.00006171492,0.0001378036,0.00007937452,0.004143626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008989387,"threshold_uncertainty_score":0.003094077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0230975412179723,"score_gpt":0.2454892505056935,"score_spread":0.2223917092877211,"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."}}