{"id":"W3206099364","doi":"10.21203/rs.3.rs-880993/v1","title":"Proton stopping measurements at low velocity in warm dense carbon","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Laser-Plasma Interactions and Diagnostics","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Los Alamos National Laboratory; National Nuclear Security Administration; Vedecká Grantová Agentúra MŠVVaŠ SR a SAV; European Commission; Junta de Castilla y León; Agence Nationale de la Recherche; Laserlab-Europe; Ministerio de Ciencia, Innovación y Universidades; Laboratory Directed Research and Development; U.S. Department of Energy; National Science Foundation","keywords":"Proton; Carbon fibers; Nuclear physics; Physics; Materials science; Composite material","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009220091,0.0002700223,0.0003592185,0.0002944311,0.0002139438,0.0002728798,0.0003261859,0.0001837306,0.00144585],"category_scores_gemma":[0.0002209174,0.0002767985,0.0001697637,0.0003415273,0.00006509563,0.00007756751,0.001414849,0.001800355,0.000135029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000932307,"about_ca_system_score_gemma":0.0006943307,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01079775,"about_ca_topic_score_gemma":0.001027687,"domain_scores_codex":[0.9967428,0.0004712503,0.0003792989,0.000681755,0.00103846,0.0006863681],"domain_scores_gemma":[0.9978842,0.0003349942,0.0001077302,0.0006893149,0.0007947921,0.0001889929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002102789,0.002585365,0.9674817,0.003341082,0.0003604118,0.0002263637,0.003181747,0.01169458,0.003328409,0.0001850373,0.001801517,0.005603455],"study_design_scores_gemma":[0.009133498,0.0008507434,0.1984127,0.04263169,0.0002117993,0.00001521018,0.01955166,0.04820542,0.6428572,0.006598998,0.02629904,0.005232032],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985504,0.00004859358,0.00007572393,0.0001402431,0.0003654133,0.001770823,0.00008511993,0.00002468598,0.01198544],"genre_scores_gemma":[0.9969365,0.00002660921,0.0001530331,0.000007310119,0.0003100277,0.001276075,0.000339675,0.00004151821,0.0009092533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.769069,"threshold_uncertainty_score":0.9999684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08947785433715888,"score_gpt":0.380889957591903,"score_spread":0.2914121032547441,"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."}}