{"id":"W4409994271","doi":"10.1103/physrevx.15.021035","title":"Strongly Interacting, Two-Dimensional, Dipolar Spin Ensembles in (111)-Oriented Diamond","year":2025,"lang":"en","type":"article","venue":"Physical Review X","topic":"Diamond and Carbon-based Materials Research","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Division of Materials Research; Army Research Office; Natural Sciences and Engineering Research Council of Canada; Center for Ultracold Atoms, Massachusetts Institute of Technology; California NanoSystems Institute; University of California, Santa Barbara; Multidisciplinary University Research Initiative; Materials Research Science and Engineering Center, Harvard University; National Defense Science and Engineering Graduate; U.S. Department of Energy; U.S. Department of Defense; National Science Foundation","keywords":"Diamond; Spin (aerodynamics); Dipole; Physics; Condensed matter physics; Chemical physics; Materials science; Quantum mechanics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006528859,0.0002219982,0.0005733342,0.00009561706,0.0000723054,0.00008411262,0.000337591,0.00002797405,0.0003684407],"category_scores_gemma":[0.0006271226,0.0001768386,0.0001359796,0.000437694,0.00009833555,0.0002052275,0.000258356,0.0002078697,0.0004636256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008514955,"about_ca_system_score_gemma":0.0001418171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002521843,"about_ca_topic_score_gemma":0.0000417082,"domain_scores_codex":[0.997891,0.000322112,0.0004263356,0.0004743958,0.0004059575,0.0004802116],"domain_scores_gemma":[0.9989035,0.0003658051,0.0001042599,0.000411364,0.00009774329,0.000117365],"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":[0.00007531099,0.0005086117,0.0002995176,0.001360986,0.00001249045,0.00002669999,0.00004882146,0.0001033018,0.9816589,0.009429187,0.001920708,0.004555426],"study_design_scores_gemma":[0.001841971,0.0003316295,0.001815937,0.01972266,0.0001365376,0.000003813561,0.00006064874,0.002869422,0.9268653,0.00683752,0.03864531,0.0008692478],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835052,0.01194167,0.00001897204,0.0005290348,0.0004413284,0.0004263624,0.00002108468,0.00005581033,0.003060563],"genre_scores_gemma":[0.9979039,0.0009056237,0.0001440546,0.0005242946,0.0001322381,0.0001212599,0.00001893848,0.00001726128,0.0002324681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05479364,"threshold_uncertainty_score":0.721127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01460557228390923,"score_gpt":0.363148280259822,"score_spread":0.3485427079759127,"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."}}