{"id":"W4404607082","doi":"10.3389/fphy.2024.1481461","title":"β-decay studies for shape coexistence","year":2024,"lang":"en","type":"article","venue":"Frontiers in Physics","topic":"Nuclear physics research studies","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Algorithm; Artificial intelligence; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001257739,0.0001865253,0.0003180067,0.00006484265,0.0001181839,0.0000897252,0.0002180684,0.0000203668,0.00001534587],"category_scores_gemma":[0.000009474111,0.0001698706,0.0001600474,0.0003796471,0.0001822904,0.0002575615,0.0001320993,0.0002061302,0.0000405981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008371276,"about_ca_system_score_gemma":0.00005855314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001006683,"about_ca_topic_score_gemma":6.034429e-7,"domain_scores_codex":[0.9988286,0.0000262273,0.0001848471,0.0003599773,0.000198909,0.0004013998],"domain_scores_gemma":[0.9994563,0.0001585073,0.00002985871,0.0002095729,0.0000982623,0.00004752226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003894336,0.0001771071,0.005601733,0.0004178798,0.00101599,0.000007202882,0.004025567,0.0002204748,0.0005626499,0.2608571,0.2707416,0.4563338],"study_design_scores_gemma":[0.0007682586,0.0001315956,0.0003500946,0.0003903217,0.00008081281,2.12308e-7,0.007998571,0.05763986,0.003989223,0.813177,0.1148328,0.0006412908],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1381635,0.04979007,0.5992299,0.004992593,0.02497955,0.007309447,0.001805545,0.001329986,0.1723994],"genre_scores_gemma":[0.9876571,0.0001214645,0.008436245,0.00004013458,0.001769023,0.0002976226,0.00002919196,0.00006306258,0.001586116],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8494936,"threshold_uncertainty_score":0.6927122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04514825994282907,"score_gpt":0.3468465889261709,"score_spread":0.3016983289833419,"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."}}