{"id":"W4296700412","doi":"10.1088/2515-7639/ac9086","title":"Polarons in spinless metals—a variational solution","year":2022,"lang":"en","type":"article","venue":"Journal of Physics Materials","topic":"Physics of Superconductivity and Magnetism","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Fermion; Polaron; Physics; Lattice (music); Fermi gas; Fermi Gamma-ray Space Telescope; Quantum mechanics; Electron; Variational method; Coupling (piping); Curse of dimensionality; Condensed matter physics; Fermi level; Mathematics; Materials science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005254479,0.0001097238,0.0003011151,0.00007733233,0.000132298,0.00004832195,0.0002074764,0.00001427999,0.001555082],"category_scores_gemma":[0.000004087487,0.0001145227,0.000111705,0.0001558757,0.00002525821,0.001171468,0.0001204611,0.0002063523,0.000009864608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005985686,"about_ca_system_score_gemma":0.0001438292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001824568,"about_ca_topic_score_gemma":8.157128e-7,"domain_scores_codex":[0.9988536,0.0001702985,0.000391614,0.0001048521,0.0003024595,0.0001771844],"domain_scores_gemma":[0.9993912,0.00003749339,0.0003528392,0.0001072888,0.00006808853,0.00004309982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000388113,0.0005721179,0.0003687745,0.00000844995,0.00008048141,0.000004971623,0.0003627995,0.001388571,0.7177071,0.2769489,0.0003795206,0.002139526],"study_design_scores_gemma":[0.001843452,0.0002635029,0.004790957,0.00002818179,0.00009558586,0.00001775883,0.000636767,0.0001084374,0.1558184,0.8332058,0.002829198,0.0003619469],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836079,0.00003774543,0.01392962,0.0003686526,0.001056169,0.00009897741,0.0001882647,0.0000048471,0.0007077817],"genre_scores_gemma":[0.9982345,0.000001622886,0.000574604,0.00004118494,0.001027941,0.00001330613,0.00003108311,0.00001328678,0.00006252631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5618887,"threshold_uncertainty_score":0.9993576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0177656659699757,"score_gpt":0.2436212804911617,"score_spread":0.225855614521186,"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."}}