{"id":"W4280539146","doi":"10.21203/rs.3.rs-1579411/v1","title":"Engineering topological band conduction into KTaO3’s two-dimensional electron gases","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Electronic and Structural Properties of Oxides","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Electron; Conduction band; Thermal conduction; Condensed matter physics; Physics; Semimetal; Topology (electrical circuits); Band gap; Quantum mechanics; Engineering; Electrical engineering","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":[0.00172975,0.0002967864,0.000384567,0.0002446739,0.0006567535,0.0002300228,0.00070654,0.0002082646,0.007829032],"category_scores_gemma":[0.0005983799,0.0002377698,0.0001438836,0.000203839,0.0002694151,0.0001598822,0.001425951,0.002238308,0.0001182294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000959245,"about_ca_system_score_gemma":0.0005459929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001316137,"about_ca_topic_score_gemma":0.00005224099,"domain_scores_codex":[0.9958472,0.0005577974,0.0003449978,0.0008576422,0.001357244,0.001035129],"domain_scores_gemma":[0.9986137,0.0003151928,0.00007867641,0.0005362998,0.0002784172,0.0001777727],"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":[0.00026271,0.00005868106,0.0001351201,0.0004466537,0.00002983381,0.00006128383,0.00021979,0.03925788,0.9533792,0.003175711,0.002534354,0.0004388512],"study_design_scores_gemma":[0.0009842722,0.00179903,0.001913848,0.0004547923,0.00003709759,0.0001216117,0.0006268215,0.004426794,0.9440637,0.0333361,0.01090551,0.001330483],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930212,0.004055122,0.00001529145,0.0009525826,0.0006355708,0.0005315716,0.00002869979,0.0001867571,0.0005731907],"genre_scores_gemma":[0.9974684,0.0001157586,0.0006321999,0.00003245368,0.000457089,0.0002208603,0.0001218523,0.0000351941,0.0009161785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03483109,"threshold_uncertainty_score":0.9930779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05845926094506056,"score_gpt":0.3744573193408264,"score_spread":0.3159980583957658,"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."}}