{"id":"W4417507463","doi":"10.1002/advs.202517593","title":"A Scalable Method for Cavity‐Enhanced Solid‐State Quantum Sensors","year":2025,"lang":"en","type":"article","venue":"Advanced Science","topic":"Diamond and Carbon-based Materials Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"RMIT University; ARC Centre for Nanoscale BioPhotonics; Australian Research Council; Ontario Ministry of Natural Resources and Forestry; Australian National Fabrication Facility","keywords":"Photoluminescence; Quantum sensor; Brightness; Nanoscopic scale; Diamond; Quantum dot; Fabrication; Quantum; Magnetic field","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.000246526,0.0004243123,0.0002604816,0.0002384201,0.0002181341,0.0002811218,0.0006256254,0.0005815557,0.001486115],"category_scores_gemma":[0.000221152,0.000281848,0.000206645,0.0001310685,0.0002973143,0.0004970157,0.0004296383,0.001087693,0.0005146995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005673738,"about_ca_system_score_gemma":0.0004232284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005102888,"about_ca_topic_score_gemma":0.001245255,"domain_scores_codex":[0.9997197,0.00002388865,0.00001231217,0.00008060129,0.0001421029,0.00002144442],"domain_scores_gemma":[0.9998995,0.00002906018,0.00001873152,0.00001787112,0.00001903031,0.00001578542],"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":[0.000007074256,0.00002304965,0.00002480669,0.00005052757,0.000004074139,0.00003529156,0.0000127972,0.000163274,0.9943082,0.0007814844,0.0002398448,0.004349626],"study_design_scores_gemma":[0.0000168012,0.00009280703,0.0001413266,0.000006856053,0.000005424748,0.0001419076,0.00001219229,0.006107162,0.9853703,0.0001899021,0.007901714,0.00001368173],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3387735,0.006459147,0.6347623,0.001329476,0.0007586593,0.001044297,0.0009131562,0.003202649,0.01275681],"genre_scores_gemma":[0.6937305,0.001862108,0.2963446,0.0002050961,0.00005528522,0.0006248744,0.0003718784,0.00008266568,0.006723],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001486115,"threshold_uncertainty_score":0.004971564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01307358623079092,"score_gpt":0.3647033962586298,"score_spread":0.3516298100278389,"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."}}