{"id":"W4249676092","doi":"10.5539/apr.v10n3p16","title":"Modeling of High-Temperature Electron-Ion Interaction in Metals","year":2018,"lang":"en","type":"article","venue":"Applied Physics Research","topic":"Thermography and Photoacoustic Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reciprocal lattice; Ion; Lambda; Electron; Alkali metal; Lattice (music); Atomic physics; Materials science; Atom (system on chip); Binding energy; Plasma parameter; Molecular physics; Physics; Thermodynamics; Plasma parameters; Quantum mechanics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003678987,0.00008968524,0.0001452769,0.0001781726,0.00004052282,0.00001804889,0.0001472558,0.00008589886,0.00001813862],"category_scores_gemma":[0.000004546812,0.00008936833,0.0000318339,0.0006759941,0.00005867179,0.00007415789,0.00002998736,0.000493223,0.000005629144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004621178,"about_ca_system_score_gemma":0.00001501413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001500491,"about_ca_topic_score_gemma":0.00002168127,"domain_scores_codex":[0.9991719,0.00003241174,0.0001500099,0.0001410269,0.0002377136,0.0002669397],"domain_scores_gemma":[0.9995959,0.00005993403,0.00001055413,0.0002091763,0.00009597888,0.0000284066],"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":[0.00004873345,0.00003420841,0.000003058384,0.00004606729,0.00002413691,3.725055e-7,0.0003877282,0.04812445,0.9385104,0.01100004,0.0001172793,0.001703522],"study_design_scores_gemma":[0.0001089893,0.00004387775,0.00002070563,0.00002942754,0.000003127286,2.884279e-7,0.0000786343,0.1012798,0.8728403,0.02547579,0.00003772443,0.00008134082],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883796,0.00004424516,0.007755223,0.000004294078,0.00005644136,0.0002341475,0.00001362514,0.000113825,0.003398596],"genre_scores_gemma":[0.9993821,0.00004953943,0.0002649366,0.000003591607,0.0001849884,0.00006836829,0.00001346215,0.000026141,0.000006837819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06567012,"threshold_uncertainty_score":0.3644335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03065474997854182,"score_gpt":0.3203659646220833,"score_spread":0.2897112146435414,"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."}}