{"id":"W4412930104","doi":"10.1038/s41586-025-09342-y","title":"Direct identification of Ac and No molecules with an atom-at-a-time technique","year":2025,"lang":"en","type":"article","venue":"Nature","topic":"Advanced Chemical Physics Studies","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Identification (biology); Atom (system on chip); Molecule; Physics; Computer science; Biology; Quantum mechanics; Embedded system","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":[0.0004713165,0.0004897668,0.0002789222,0.0007809324,0.0006505763,0.0005802474,0.0009340824,0.001111852,0.004237893],"category_scores_gemma":[0.0009791137,0.0002627456,0.0002422952,0.000491715,0.0007310277,0.000963293,0.0005364321,0.001170837,0.0008141246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002641056,"about_ca_system_score_gemma":0.0004104829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005855871,"about_ca_topic_score_gemma":0.00137763,"domain_scores_codex":[0.9996878,0.0000544319,0.000008919427,0.00009363955,0.00008909111,0.00006610646],"domain_scores_gemma":[0.9991698,0.000262632,0.0001659377,0.0002125093,0.0001175342,0.00007153325],"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":[0.0005373954,0.00005609976,0.001642693,0.00008364126,0.00002772826,0.0002221382,0.00007367405,0.0001773236,0.9772177,0.004276135,0.0006170048,0.01506843],"study_design_scores_gemma":[0.00006690467,0.0005387847,0.005450278,0.00001651403,0.00007893173,0.0009019151,0.0001209716,0.01207639,0.9621943,0.00279311,0.01572436,0.00003770483],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6730851,0.002605057,0.2675258,0.001251718,0.001130358,0.0003116987,0.001125106,0.001265396,0.05169981],"genre_scores_gemma":[0.8983629,0.0007855977,0.08845838,0.0004113316,0.0001662508,0.0001229477,0.0003128433,0.00009368848,0.01128614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004237893,"threshold_uncertainty_score":0.01417714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.001836997714872719,"score_gpt":0.2397722716415931,"score_spread":0.2379352739267204,"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."}}