{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002712544,0.0003870294,0.0002052884,0.000501433,0.0002525664,0.0006959388,0.0003101365,0.0005113439,0.0026843],"category_scores_gemma":[0.000191826,0.0001652322,0.0001426406,0.00031002,0.0002947019,0.0007792718,0.000390613,0.0005943669,0.001118338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006332464,"about_ca_system_score_gemma":0.0003315782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004705319,"about_ca_topic_score_gemma":0.0007901998,"domain_scores_codex":[0.9998804,0.0000194152,0.00001004017,0.00002574629,0.00005035377,0.00001402],"domain_scores_gemma":[0.9999396,0.00001599348,0.00001002876,0.000007373459,0.00002093997,0.000006029474],"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":[0.00008561664,0.0001220547,0.0004422444,0.006751807,0.00005862925,0.0004008845,0.0001491348,0.002345323,0.438886,0.2513634,0.02762239,0.2717727],"study_design_scores_gemma":[0.000007973042,0.0000896839,0.0002695801,0.0003307403,0.00001941979,0.0003626362,0.0000484475,0.001277822,0.1763936,0.01045018,0.8107275,0.0000225171],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04388839,0.8045933,0.02874951,0.003136403,0.002487458,0.0001187778,0.000649602,0.0004472248,0.1159293],"genre_scores_gemma":[0.3561234,0.5510185,0.02864796,0.001656218,0.001180274,0.0002001646,0.0009517499,0.0001238905,0.06009787],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0026843,"threshold_uncertainty_score":0.008979857,"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."}}