{"id":"W2011049218","doi":"10.1143/ptps.138.113","title":"First-Principles Calculation of the Electronic Transport Properties of Metals","year":2000,"lang":"en","type":"article","venue":"Progress of Theoretical Physics Supplement","topic":"Heusler alloys: electronic and magnetic properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Steacie Institute for Molecular Sciences","funders":"","keywords":"Materials science; Computational chemistry; Chemical physics; Chemistry; Statistical physics; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004630003,0.0001663295,0.0003675599,0.00001721155,0.00006594389,0.000007455677,0.0005052324,0.00003739672,0.001921898],"category_scores_gemma":[0.00001945677,0.00009851714,0.0001797625,0.000127514,0.001544499,0.00008690851,0.0000780536,0.00009209031,0.000005348269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003713288,"about_ca_system_score_gemma":0.0001466914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005017195,"about_ca_topic_score_gemma":0.00001172528,"domain_scores_codex":[0.9980987,0.0001068319,0.000605231,0.0002198022,0.0005537182,0.0004156637],"domain_scores_gemma":[0.9991989,0.00003001202,0.0001786339,0.0004229432,0.0001281319,0.00004137468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002760632,0.0004580704,0.0005557094,0.0003780681,0.00006784715,2.013569e-7,0.0009044319,0.001794602,0.1086213,0.8851129,0.00001886589,0.00181188],"study_design_scores_gemma":[0.0003757722,0.0003361937,0.0002805415,0.0001186537,0.0001179387,9.977991e-7,0.00003723357,0.001815969,0.9578395,0.03815003,0.0008040197,0.0001231097],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958566,0.001120635,0.0006970724,0.0009381394,0.00004472375,0.0006691664,0.00004017104,0.0000207048,0.0006127803],"genre_scores_gemma":[0.9991834,0.00007333864,0.0005125618,0.00001537174,0.0000267838,0.00007535384,0.000005759847,0.00001637287,0.00009110945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8492182,"threshold_uncertainty_score":0.9989905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01366780242022492,"score_gpt":0.2283475379732258,"score_spread":0.2146797355530008,"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."}}