{"id":"W6966915962","doi":"10.48550/arxiv.1710.04191","title":"Isochoric, isobaric and ultrafast conductivities of aluminum, lithium and carbon in the warm dense matter (WDM) regime","year":2017,"lang":"en","type":"preprint","venue":"NPARC","topic":"High-pressure geophysics and materials","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Warm dense matter; Isochoric process; Isobaric process; Lithium (medication); Carbon fibers; Ion; Thermodynamic equilibrium; Ultrashort pulse","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001747258,0.0001539014,0.0001517325,0.0004196207,0.0002489606,0.0003283372,0.0002611848,0.0001993026,0.0007952194],"category_scores_gemma":[0.0004633665,0.0001015288,0.0001557524,0.0003135208,0.0005301855,0.0003730953,0.0003256829,0.0002456326,0.0001324243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003507571,"about_ca_system_score_gemma":0.000176712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0015679,"about_ca_topic_score_gemma":0.001512261,"domain_scores_codex":[0.9999386,0.00001030574,0.000002577696,0.000010763,0.00002036507,0.00001736342],"domain_scores_gemma":[0.9998547,0.00007192841,0.00003135787,0.000009951793,0.00002103111,0.00001109498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008502664,0.0001656526,0.02894625,0.00137833,0.0001488843,0.001403471,0.00168571,0.3763686,0.4833855,0.06090885,0.001959685,0.04279889],"study_design_scores_gemma":[0.00004384463,0.0009827116,0.03329957,0.0001076506,0.0000719216,0.0006473624,0.001075316,0.6310617,0.3033634,0.0208124,0.008417718,0.0001164186],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918143,0.001044683,0.002339128,0.00006982258,0.000007300604,0.000006720438,0.00009898864,0.00002878174,0.0045902],"genre_scores_gemma":[0.998044,0.0005148152,0.0005629193,0.00001077781,0.000005524622,0.000009945184,0.000097432,0.00000837387,0.0007462584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0015679,"threshold_uncertainty_score":0.003117561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01783397579013186,"score_gpt":0.2205300639246148,"score_spread":0.2026960881344829,"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."}}