{"id":"W2296172144","doi":"10.1016/j.ppnp.2016.12.003","title":"White paper on nuclear astrophysics and low energy nuclear physics Part 1: Nuclear astrophysics","year":2016,"lang":"en","type":"article","venue":"Progress in Particle and Nuclear Physics","topic":"Gamma-ray bursts and supernovae","field":"Physics and Astronomy","cited_by":49,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"National Science Foundation","keywords":"Nuclear astrophysics; Physics; White dwarf; White paper; Nuclear physics; Nuclear reaction; Nuclear science; Plan (archaeology); Astrophysics; Astronomy; Nuclear engineering; Stars; Political science; Engineering; History; Archaeology; Law","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001297026,0.0006509776,0.0006665066,0.00004287319,0.000488732,0.0003718001,0.0003817591,0.0001359079,0.0004106794],"category_scores_gemma":[0.000004440797,0.0005350054,0.0002190686,0.0003342161,0.0005443448,0.000955399,0.0004018226,0.0003901888,0.0002823539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005411571,"about_ca_system_score_gemma":0.00002321225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004610227,"about_ca_topic_score_gemma":0.00000196481,"domain_scores_codex":[0.9968707,0.00013384,0.000523032,0.0009646914,0.0004747476,0.00103297],"domain_scores_gemma":[0.9984754,0.00007110507,0.0002210878,0.0007351162,0.0001043711,0.0003929493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003773885,0.001548912,0.03751088,0.00005622264,0.0002102723,0.00002449495,0.002309481,0.00004612734,0.004673373,0.2037364,0.001078436,0.748428],"study_design_scores_gemma":[0.02924373,0.007780489,0.1438617,0.00337478,0.0009971991,0.00004325019,0.009568742,0.04699623,0.007107067,0.06879706,0.6715984,0.01063139],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967092,0.00008833838,0.0001738932,0.0007897443,0.0001704514,0.0002429908,0.0000924368,0.0001844443,0.001548445],"genre_scores_gemma":[0.9969865,0.0001073366,0.0009473936,0.0004621923,0.001091027,0.00001606654,0.00001155889,0.0002875854,0.00009030728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7377966,"threshold_uncertainty_score":0.9997101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008783962840742735,"score_gpt":0.2095347349653358,"score_spread":0.2007507721245931,"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."}}