{"id":"W1964030952","doi":"10.1063/1.3123204","title":"Real space first-principles derived semiempirical pseudopotentials applied to tunneling magnetoresistance","year":2009,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"Magnetic properties of thin films","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Pseudopotential; Transferability; Density functional theory; Heterojunction; Quantum tunnelling; Space (punctuation); Condensed matter physics; Interface (matter); Chemistry; Density of states; Tight binding; Electronic structure; Molecular physics; Materials science; Computational chemistry; Physics; Physical chemistry; Computer science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000304277,0.0003357579,0.0006106929,0.00007032812,0.0001863091,0.0001310243,0.0006437647,0.0000696081,0.0002132667],"category_scores_gemma":[0.00001014398,0.0002987774,0.000233719,0.0002532709,0.00005898116,0.0001200811,0.000120372,0.0004192181,0.00007722286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007561464,"about_ca_system_score_gemma":0.000120658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000016726,"about_ca_topic_score_gemma":0.000001431622,"domain_scores_codex":[0.9978691,0.00002042531,0.0007455293,0.0003114055,0.0005764109,0.0004770843],"domain_scores_gemma":[0.9984018,0.00007751671,0.0005917943,0.000424211,0.0001809723,0.0003237094],"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":[0.001600896,0.0008014498,0.0004567418,0.00007420517,0.000306761,0.00002022189,0.002636024,0.3104111,0.4777713,0.1542057,0.01981644,0.03189916],"study_design_scores_gemma":[0.00794116,0.001735987,0.01826008,0.0005010534,0.0008475481,0.00001921879,0.00299379,0.01103669,0.6728418,0.2304819,0.04986191,0.003478816],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8745909,0.00005341112,0.02725347,0.001056018,0.0003501651,0.0005201203,0.00001504766,0.0000560044,0.09610488],"genre_scores_gemma":[0.9661668,0.00001396695,0.03142809,0.0003313653,0.001741516,0.00001055115,0.00000495712,0.00003640879,0.0002663539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2993744,"threshold_uncertainty_score":0.9999464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01681295881717016,"score_gpt":0.2374241543933116,"score_spread":0.2206111955761415,"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."}}