{"id":"W4396883348","doi":"10.1088/1361-6528/ad4b23","title":"Roadmap on nanoscale magnetic resonance imaging","year":2024,"lang":"en","type":"review","venue":"Nanotechnology","topic":"Atomic and Subatomic Physics Research","field":"Physics and Astronomy","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Advanced Research; University of Waterloo","funders":"NCCR Catalysis; Army Research Office; Air Force Office of Scientific Research; Basic Energy Sciences; Ontario Ministry of Research and Innovation; National Center of Competence in Research Quantum Science and Technology; Engineering and Physical Sciences Research Council; Office of Science; University of Waterloo; Center for Integrated Quantum Science and Technology; Canada First Research Excellence Fund; Max-Planck-Gesellschaft; Canada Foundation for Innovation; Israel Science Foundation; Korea Basic Science Institute; Industry Canada; Institute for Basic Science; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Defense Advanced Research Projects Agency; Eidgenössische Technische Hochschule Zürich; Deutsche Forschungsgemeinschaft; U.S. Department of Energy; European Commission; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Royal Academy of Engineering; Branco Weiss Fellowship – Society in Science; Asian Office of Aerospace Research and Development; Materials Research Science and Engineering Center, Harvard University; Gordon and Betty Moore Foundation; Leverhulme Trust; Bundesministerium für Bildung und Forschung; Natural Sciences and Engineering Research Council of Canada; Department of Neurobiology, Harvard Medical School; Villum Fonden; National Science Foundation","keywords":"Nanoscopic scale; Nanotechnology; Materials science; Realization (probability); Scale (ratio); Spins; Image resolution; Field (mathematics); Computer science; Physics; Artificial intelligence; Condensed matter physics","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":[0.001838522,0.001108143,0.001086924,0.002467275,0.0004696514,0.0015899,0.001212703,0.002167898,0.0153767],"category_scores_gemma":[0.002070517,0.000409251,0.0006925189,0.002113197,0.000767084,0.003619487,0.001514954,0.00421542,0.00835098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001179816,"about_ca_system_score_gemma":0.002979991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001176732,"about_ca_topic_score_gemma":0.001774815,"domain_scores_codex":[0.9994677,0.0000988878,0.00004768381,0.00007581578,0.0002308724,0.00007909047],"domain_scores_gemma":[0.9983035,0.000910512,0.0001013628,0.00006048632,0.0004772423,0.0001468109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006268315,0.00009510432,0.0001253293,0.01140781,0.00005240791,0.0002092228,0.000103141,0.0005896562,0.002441662,0.05172357,0.1475405,0.7856489],"study_design_scores_gemma":[0.00000521055,0.00003519408,0.000138017,0.001435449,0.00001496583,0.0001545898,0.00002499645,0.00005647765,0.0001839912,0.004744364,0.9931991,0.000007647531],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001463661,0.9801289,0.0009255398,0.004272388,0.002240192,0.00002692798,0.00006694027,0.00005561215,0.01213714],"genre_scores_gemma":[0.001233459,0.990934,0.001360994,0.001730145,0.001031101,0.00004188485,0.000121472,0.00001208521,0.00353474],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0153767,"threshold_uncertainty_score":0.05144012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02364735220544916,"score_gpt":0.334668862648688,"score_spread":0.3110215104432388,"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."}}