{"id":"W2962787785","doi":"10.1002/qua.23170","title":"The classical‐map hyper‐netted‐chain (CHNC) method and associated novel density‐functional techniques for warm dense matter","year":2011,"lang":"en","type":"article","venue":"International Journal of Quantum Chemistry","topic":"Advanced Chemical Physics Studies","field":"Physics and Astronomy","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Warm dense matter; Physics; Quantum; Non-equilibrium thermodynamics; State of matter; Quantum fluid; Electron; Plasma; Quantum mechanics; Statistical physics","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":[],"consensus_categories":[],"category_scores_codex":[0.0002326456,0.0001620371,0.0002108084,0.00002080938,0.0001261138,0.00004245752,0.0002805671,0.00005556446,0.00006218292],"category_scores_gemma":[0.00007599073,0.0001210634,0.0001781582,0.00003642569,0.0001322449,0.0001170009,0.0001120071,0.0002965522,0.000002809574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008016111,"about_ca_system_score_gemma":0.00004310718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007215493,"about_ca_topic_score_gemma":2.961196e-7,"domain_scores_codex":[0.9989496,0.00001438662,0.0003920743,0.0001602887,0.0002999653,0.0001836418],"domain_scores_gemma":[0.9982333,0.0004345516,0.0004631479,0.00009790472,0.0007004298,0.00007071566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005940845,0.0007256573,0.011439,0.00002740024,0.00198931,0.000008027195,0.0003309223,0.00003552088,0.9436994,0.01121753,0.0220987,0.007834496],"study_design_scores_gemma":[0.001005655,0.00003562666,0.0009436692,0.0000880692,0.0001000108,0.00004049964,0.0002652526,0.0005415951,0.7475112,0.240431,0.008782206,0.0002552239],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2549135,0.0001344988,0.7376398,0.003739928,0.000593919,0.0001494419,0.0001184907,0.00003076104,0.002679603],"genre_scores_gemma":[0.9898962,0.000006593833,0.008268664,0.0001847801,0.0009107881,0.0000189703,0.00001882894,0.00002359382,0.0006716191],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7349826,"threshold_uncertainty_score":0.4936823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0252283462196609,"score_gpt":0.2863097118667158,"score_spread":0.2610813656470549,"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."}}