{"id":"W2959996182","doi":"10.1103/physrevd.101.083513","title":"Target neutrino mass precision for determining the neutrino hierarchy","year":2020,"lang":"en","type":"article","venue":"Physical review. D/Physical review. D.","topic":"Neutrino Physics Research","field":"Physics and Astronomy","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Theoretical Astrophysics; University of Toronto","funders":"Science and Technology Facilities Council; Seventh Framework Programme; Impact Fund; Vetenskapsrådet; H2020 European Research Council; National Aeronautics and Space Administration; University College London; Leverhulme Trust","keywords":"Neutrino; Hierarchy; Physics; Neutrino oscillation; Sigma; Particle physics; Astronomy","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":[0.01460742,0.0009163709,0.001183453,0.001691032,0.00125903,0.002712741,0.002258379,0.002743493,0.003554866],"category_scores_gemma":[0.03459427,0.0008806554,0.0006279549,0.001203294,0.001972046,0.003339567,0.002938784,0.002881086,0.002058064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001579953,"about_ca_system_score_gemma":0.001873373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002608707,"about_ca_topic_score_gemma":0.004532617,"domain_scores_codex":[0.9918634,0.002674445,0.0003593899,0.001630481,0.003119774,0.0003525379],"domain_scores_gemma":[0.9817401,0.009500923,0.002087481,0.003573528,0.002787893,0.0003099252],"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":[0.001606286,0.0003591608,0.05889873,0.003575898,0.0008517261,0.0005158443,0.001446155,0.009811574,0.154942,0.5045443,0.01813902,0.2453094],"study_design_scores_gemma":[0.0003341303,0.001092627,0.05706285,0.002053729,0.001235911,0.001901659,0.0006200364,0.02716684,0.2723507,0.4626335,0.1732257,0.0003223244],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2765057,0.07761182,0.3986424,0.01910903,0.002994294,0.0003110848,0.004022046,0.001882756,0.2189208],"genre_scores_gemma":[0.9070344,0.006407592,0.07899509,0.002551444,0.0006777573,0.0001897019,0.0008655699,0.0002053302,0.003073223],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01460742,"threshold_uncertainty_score":0.07725233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03876876954579489,"score_gpt":0.4446170670752765,"score_spread":0.4058482975294816,"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."}}