{"id":"W4410119851","doi":"10.1088/1361-6471/adb449","title":"Motivations for early high-profile FRIB experiments","year":2025,"lang":"en","type":"article","venue":"Journal of Physics G Nuclear and Particle Physics","topic":"Nuclear physics research studies","field":"Physics and Astronomy","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Oak Ridge National Laboratory; Nuclear Physics; National Research Council Canada; Natural Sciences and Engineering Research Council of Canada; National Nuclear Security Administration; TRIUMF; U.S. Department of Energy","keywords":"Psychology; Computer science; Business","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":[0.0001370946,0.0001740543,0.0003355572,0.00002934196,0.0003221362,0.0001291345,0.0001956769,0.00002484123,0.00005086878],"category_scores_gemma":[0.00001482045,0.0001595462,0.0002025205,0.0002753787,0.0001043233,0.0004509819,0.0001271752,0.0002167339,0.00001964148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002947627,"about_ca_system_score_gemma":0.00005904732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003549574,"about_ca_topic_score_gemma":1.35351e-7,"domain_scores_codex":[0.9988983,0.00004423737,0.0003333281,0.0001747383,0.0002357734,0.0003135786],"domain_scores_gemma":[0.9989396,0.0001692252,0.0002207768,0.0001971444,0.0003649288,0.0001083531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001703061,0.0008531034,0.02001632,0.00005800696,0.0008038364,7.628841e-7,0.001710182,0.0002036909,0.04613439,0.8715248,0.008137554,0.05038709],"study_design_scores_gemma":[0.006737479,0.0008673185,0.04275868,0.0002616606,0.0004308902,6.196517e-7,0.002748649,0.009183419,0.2149099,0.7131433,0.008189668,0.0007684676],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795404,0.00005614792,0.01709492,0.000369974,0.0002523274,0.0002652959,0.00005770175,0.00001793195,0.002345298],"genre_scores_gemma":[0.9970902,0.000008298186,0.00167504,0.00006445772,0.0008000538,0.00001334151,0.000004202021,0.00003186171,0.0003125373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1687755,"threshold_uncertainty_score":0.6506104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02772314886991536,"score_gpt":0.320070669847633,"score_spread":0.2923475209777177,"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."}}