{"id":"W4408249523","doi":"10.1088/2058-7058/38/02/07","title":"NMR helps to clear a mine field","year":2025,"lang":"en","type":"article","venue":"Physics World","topic":"NMR spectroscopy and applications","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Field (mathematics); Theoretical physics; Computer science; Physics; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002550487,0.00009389098,0.0001106646,0.00003987613,0.0001064369,0.00003879469,0.0001563985,0.000008678666,0.000341001],"category_scores_gemma":[0.000001572306,0.00009668082,0.00006773479,0.0005318947,0.00001122437,0.00004592623,0.00006483956,0.0001134634,0.0003547864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001135652,"about_ca_system_score_gemma":0.00002628721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001760769,"about_ca_topic_score_gemma":0.0000306547,"domain_scores_codex":[0.9994716,0.000007348162,0.0001050114,0.0001805077,0.00005915688,0.0001763858],"domain_scores_gemma":[0.9995676,0.00005503164,0.00002449026,0.0002750886,0.00002497426,0.00005284679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001142352,0.0001188524,0.004678702,0.000004490923,0.00003047359,1.129217e-7,0.00005020206,0.0000596714,0.00280081,0.9235755,0.05243581,0.01623399],"study_design_scores_gemma":[0.000356659,0.0000478324,0.001745448,0.00006068067,0.00004512707,3.560633e-8,0.00008967249,0.0003855499,0.1603472,0.3011074,0.5355269,0.0002875083],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08205559,0.00004235567,0.1581824,0.01238602,0.0002096306,0.0004716373,0.0000386357,0.0001099136,0.7465038],"genre_scores_gemma":[0.9710938,3.804449e-7,0.001530992,0.001300231,0.0004682926,0.00009254341,0.00001272009,0.000008934474,0.02549211],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8890382,"threshold_uncertainty_score":0.456018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008348423761176098,"score_gpt":0.3364427897283619,"score_spread":0.3280943659671858,"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."}}