{"id":"W4241146038","doi":"10.2172/1379450","title":"Non-Ideality in Solvent Extraction Systems: PNNL FY 2014 Status Report","year":2014,"lang":"en","type":"report","venue":"","topic":"Radioactive element chemistry and processing","field":"Chemistry","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Pacific Northwest National Laboratory; Canadian Foundation for Dietetic Research","keywords":"Activity coefficient; Chemistry; Thermodynamics; Aqueous solution; Osmotic coefficient; Vapor pressure osmometry; Electrolyte; Lanthanide; Water activity; Osmometer; Vapor pressure; Chromatography; Ion; Physical chemistry; Water content; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.00467474,0.0007573207,0.0005711646,0.00064307,0.001341063,0.002223322,0.0008669403,0.001157975,0.007858499],"category_scores_gemma":[0.002265796,0.0004189498,0.0004252035,0.0006751161,0.0006274469,0.003285998,0.00150218,0.0009614928,0.003209995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003580942,"about_ca_system_score_gemma":0.005086601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01417407,"about_ca_topic_score_gemma":0.008012274,"domain_scores_codex":[0.9985833,0.000165112,0.00005058585,0.0001349884,0.000932763,0.0001332503],"domain_scores_gemma":[0.9991534,0.0001479954,0.00009043243,0.00008753217,0.000464767,0.00005593709],"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":[0.001279606,0.001541985,0.01691783,0.003039367,0.0001200533,0.0005651463,0.0006565628,0.1534786,0.08372948,0.0552238,0.1077987,0.5756488],"study_design_scores_gemma":[0.0002225239,0.001276058,0.007263841,0.0004657178,0.00005962998,0.0002374322,0.0003068798,0.1395681,0.2106637,0.01342966,0.6263824,0.0001241199],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.2893254,0.04538902,0.3190606,0.01620763,0.001885053,0.003688809,0.01572137,0.0077438,0.3009783],"genre_scores_gemma":[0.6362443,0.05979414,0.1305561,0.001394638,0.0007118516,0.002645904,0.02367085,0.0009618198,0.1440205],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01417407,"threshold_uncertainty_score":0.02818316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03174009016950169,"score_gpt":0.3372979008448211,"score_spread":0.3055578106753195,"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."}}