{"id":"W4416227809","doi":"10.1002/adfm.202524562","title":"Lanthanide‐Based Quantum Optical Materials","year":2025,"lang":"en","type":"article","venue":"Advanced Functional Materials","topic":"Luminescence Properties of Advanced Materials","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Quantum sensor; Quantum technology; Quantum; Coherence (philosophical gambling strategy); Quantum information science; Quantum network; Quantum imaging; Quantum optics; Quantum information; Macroscopic quantum phenomena","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009099501,0.0005620818,0.0008796452,0.0002583712,0.0003783443,0.0004152766,0.0005964049,0.0002365559,0.009329384],"category_scores_gemma":[0.0007263272,0.0004866097,0.00009895355,0.0003080001,0.0003521014,0.0008892441,0.0002958819,0.0001029444,0.001834859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002110387,"about_ca_system_score_gemma":0.0002713195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004549793,"about_ca_topic_score_gemma":0.000004300903,"domain_scores_codex":[0.9961365,0.0002225016,0.001168036,0.0009992267,0.0005762937,0.0008974525],"domain_scores_gemma":[0.9980258,0.0002988385,0.0003311569,0.0008172741,0.0003664227,0.0001605479],"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":[0.001411364,0.0001394074,0.00002111796,0.0002151096,0.00001974005,0.00001574964,0.00001022161,0.0005256418,0.9728354,0.02337657,0.001196784,0.0002329079],"study_design_scores_gemma":[0.001379826,0.0001315255,0.0009482999,0.0002630474,0.00004909137,0.00001464196,0.00004714514,0.000003163391,0.9857796,0.006962947,0.003901142,0.0005195657],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9757993,0.0001571735,0.007840613,0.001126004,0.01206884,0.00075662,0.0003673334,0.0006577474,0.00122633],"genre_scores_gemma":[0.9855413,0.00002707021,0.01035497,0.001597794,0.0004537629,0.0004449748,0.000198971,0.00007044165,0.001310704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01641362,"threshold_uncertainty_score":0.9997585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01527934317825641,"score_gpt":0.2544662285241167,"score_spread":0.2391868853458602,"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."}}