{"id":"W2057359970","doi":"10.1139/v09-104","title":"Charge density reconstitution from approximate exchange-correlation holes","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Chemistry","topic":"Quantum and electron transport phenomena","field":"Physics and Astronomy","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Valence (chemistry); Chemistry; Charge density; Core (optical fiber); Operator (biology); Charge (physics); Charge exchange; Atomic physics; Condensed matter physics; Quantum mechanics; Physics; Ion; Optics","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":[0.0008960086,0.0003701656,0.0004553936,0.0005369106,0.0004152269,0.0009063269,0.0008534527,0.0006830915,0.00291263],"category_scores_gemma":[0.002958188,0.0001980193,0.0003477577,0.0003692417,0.0008469832,0.001491141,0.001031863,0.0006529394,0.0004174389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005244128,"about_ca_system_score_gemma":0.0003266207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007640418,"about_ca_topic_score_gemma":0.0003912832,"domain_scores_codex":[0.9997545,0.00007700522,0.00001085757,0.00002327865,0.0001003715,0.00003408061],"domain_scores_gemma":[0.9995281,0.0001887337,0.000033848,0.0001423129,0.00007440877,0.00003271223],"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":[0.0002983768,0.0001068289,0.0009900903,0.0001211457,0.00003355241,0.0002841982,0.0003805046,0.1214264,0.03000002,0.8209488,0.002165872,0.02324411],"study_design_scores_gemma":[0.00006858971,0.00006603912,0.0003811097,0.0000166729,0.0000128478,0.0001559878,0.0001018673,0.8190426,0.02043184,0.1571671,0.002529588,0.00002578126],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6078978,0.0004895164,0.356407,0.000632923,0.0001729363,0.00009086113,0.0004207522,0.00101702,0.03287126],"genre_scores_gemma":[0.9526826,0.0001920998,0.04214856,0.0001423405,0.0000274682,0.00005025639,0.00038086,0.000238024,0.004137825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00291263,"threshold_uncertainty_score":0.00974375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006897748391368122,"score_gpt":0.1852672482649922,"score_spread":0.1783694998736241,"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."}}